diff --git a/iris/tab_ddpm/7_2/0/synth.csv b/iris/tab_ddpm/7_2/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ac8132292b9706570483fc0b06801ec32df015a
--- /dev/null
+++ b/iris/tab_ddpm/7_2/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.697828054540375,2.627133636438708,6.899998499755995,2.2832623730890758,Iris-virginica
+1,6.099588669443494,2.5877130421314605,5.605989135558865,1.3697224615643742,Iris-virginica
+2,6.308413617223192,2.50049934045749,4.860498553978431,1.481533015404732,Iris-versicolor
+3,6.547412896133152,3.0,5.797695572416207,2.204164637880254,Iris-virginica
+4,5.589016937518951,2.6966642162028127,4.448559202738985,1.2491978782180966,Iris-versicolor
+5,5.768920858199071,2.684468915401753,5.075771046593785,1.8940898633648149,Iris-virginica
+6,5.124505283173054,3.7603316980953485,1.4973429738942456,0.20143351895267564,Iris-setosa
+7,5.60294580574871,2.516884687599552,3.931687716337006,1.1156883100609876,Iris-versicolor
+8,6.9245992894930035,2.807738368178251,4.821717638684158,1.4112946420661387,Iris-versicolor
+9,4.867621371490171,3.0576959559368064,1.491430064736475,0.1,Iris-setosa
+10,5.369151817845108,3.0,4.4841565979710625,1.515083561151163,Iris-versicolor
+11,5.340344143329086,3.693459539001828,1.5134125080206604,0.2002740031232268,Iris-setosa
+12,5.602882467935466,2.560236848374928,4.332081101275078,1.1705947189751955,Iris-versicolor
+13,5.095276930853416,2.489154163687826,3.0151344202465618,1.0935629364025858,Iris-versicolor
+14,5.527631017297093,2.408715219009118,3.6923995034237884,1.078720534965906,Iris-versicolor
+15,6.38727494684742,2.8995646573334555,4.3469286903933115,1.3064162322371247,Iris-versicolor
+16,5.523749738507891,2.614183603632522,4.321707979021109,1.226450013197924,Iris-versicolor
+17,5.516361370396484,4.2,1.4101784222538696,0.2000774812952334,Iris-setosa
+18,5.885515284074492,2.719531094472826,5.128375258751596,1.8519989972892503,Iris-virginica
+19,6.795737684701139,3.0,5.485134604051045,2.106052922207977,Iris-virginica
+20,5.094236743084952,3.482282751646828,1.4004946263853484,0.3093146004938008,Iris-setosa
+21,5.807087707354223,2.6963915376865026,5.092952853765499,1.9002159193176607,Iris-virginica
+22,4.996878156136901,3.4089929542582116,1.4959704407022159,0.374216022031553,Iris-setosa
+23,5.228110548817211,2.476231775870933,3.3805699528493753,1.111854861481694,Iris-versicolor
+24,4.955819739585326,3.0758011964395955,1.408700029124559,0.19655801852663207,Iris-setosa
+25,5.43055583907874,3.0,4.526261781133795,1.4992990380145077,Iris-versicolor
+26,5.8886593314992615,3.1727010241652898,4.757098775761575,1.7766884063061525,Iris-versicolor
+27,6.942791498528589,3.08933527547574,5.104273344278182,2.298049888295494,Iris-virginica
+28,6.270272571797434,3.399689776468262,5.55232001693302,2.4081365056271236,Iris-virginica
+29,5.174806225447072,3.3298375985580635,1.6656948209448719,0.503677308958993,Iris-setosa
+30,6.699025028949757,2.5235361649717896,5.830403739507643,1.8062987671060753,Iris-virginica
+31,5.547606166783332,2.6067166868831113,4.324743155109561,1.2232722612419957,Iris-versicolor
+32,4.789781324631922,3.0,1.3905870540851883,0.3733231202904779,Iris-setosa
+33,5.113001341993921,3.3096506172455498,1.8058594390757554,0.40283657490664704,Iris-setosa
+34,6.233548265697658,2.2000002891054797,4.537664437068013,1.466721742806045,Iris-versicolor
+35,7.9,3.8227155394161434,6.395550714656413,1.9879196626077762,Iris-virginica
+36,6.831580764312657,2.7983301047075755,4.789677113957196,1.3932880699816355,Iris-versicolor
+37,6.254758111013151,2.2,4.585321583823402,1.5141384333633243,Iris-versicolor
+38,6.537153227633352,3.2097146524881888,5.112361884661397,2.01027893040867,Iris-virginica
+39,5.5044621233468245,3.0,4.34536167730722,1.4641110598685274,Iris-versicolor
+40,4.6116426602960905,3.407573307442175,1.3979318396105143,0.30388679249959893,Iris-setosa
+41,5.279749434307471,3.373388721210966,1.4998561290041337,0.3265857020074894,Iris-setosa
+42,6.923023667067832,3.0849459300758504,5.098567951096791,2.293386624069458,Iris-virginica
+43,6.311220994327853,3.3070515545984795,4.670182776621207,1.5811605384358163,Iris-versicolor
+44,6.3005975771233915,3.282478524421841,4.706833559326707,1.5863490653996493,Iris-versicolor
+45,5.622786302773405,2.725913631018665,4.442080120253659,1.2817061893439465,Iris-versicolor
+46,6.297633133183899,2.692564315927983,4.921143120927893,1.7985850239780556,Iris-virginica
+47,4.491601912011143,2.300367522505474,1.2984882972016876,0.31139173689785216,Iris-setosa
+48,5.993453876707961,3.0,4.868160497954661,1.8007707064685685,Iris-virginica
+49,6.703877834990037,3.300746972527918,5.691231181070072,2.089392089598723,Iris-virginica
+50,7.690858820385395,2.5750148737849075,6.9,2.2902464494319372,Iris-virginica
+51,4.995641842140524,3.3959590986437225,1.641853542677739,0.41469054756275975,Iris-setosa
+52,5.002720710122304,3.3956952305814285,1.572360326081658,0.3633702139791933,Iris-setosa
+53,6.295545176415358,3.3932279279384354,5.575521645406117,2.394213031809852,Iris-virginica
+54,7.105070675720482,3.0,5.905464351503741,2.1111915583963587,Iris-virginica
+55,5.225244565319636,2.7394590858765095,4.087837107916216,1.3881613722485582,Iris-versicolor
+56,6.1762719550934175,2.2,4.511473762642094,1.4941178575867526,Iris-versicolor
+57,6.9168796957859575,3.2020503527741986,5.796492950062126,2.2951053894141626,Iris-virginica
+58,5.096651056227676,3.5106186689227563,1.403426912676931,0.33850915724928965,Iris-setosa
+59,5.676311738316028,2.7997080693658867,4.491492541766665,1.3185953059053648,Iris-versicolor
+60,5.045194875469909,2.46438757987225,2.968931036275947,1.1127082684675331,Iris-versicolor
+61,5.171477832846525,3.4720644269671377,1.5750872818518866,0.19987492846856314,Iris-setosa
+62,5.124111652398174,3.3135380660087677,1.6738972044799287,0.43693644385621616,Iris-setosa
+63,6.305114951799906,3.4033397056115637,5.585120620847115,2.403513903471313,Iris-virginica
+64,5.600727448484947,2.6572370109765733,4.193094037650762,1.281003339561418,Iris-versicolor
+65,4.593396547953296,3.1973072741550674,1.3945377627350517,0.20004455760279793,Iris-setosa
+66,5.499044268258125,2.403937506233989,3.8551582706110548,1.1059534972890144,Iris-versicolor
+67,6.522248726786089,3.0,5.781437821801974,2.202618605061172,Iris-virginica
+68,4.796834307397834,3.0,1.4011582369371471,0.3094839656150219,Iris-setosa
+69,5.715521622190607,2.496249670369733,5.010531026233,1.9867855898750293,Iris-virginica
+70,6.705357768204553,3.2936183167397406,5.749582246135899,2.110223190569164,Iris-virginica
+71,6.679307001161443,3.30702154881385,5.678961003072007,2.1065617667619185,Iris-virginica
+72,5.858433276351504,3.208967101676268,4.816595296588541,1.8108464728894447,Iris-versicolor
+73,6.439246896282078,3.0,5.44861744627275,1.7942332116697202,Iris-virginica
+74,4.9916436747641155,3.1826618057778173,1.2000002355217443,0.2003665910999043,Iris-setosa
+75,5.003262245040402,3.3571021790591598,1.4237709279151674,0.30330646561621877,Iris-setosa
+76,5.281444671695542,3.7125679999296244,1.4980395526955763,0.1980496154002836,Iris-setosa
+77,4.490796066034728,2.295447987375118,1.2977020673712978,0.2998206401243852,Iris-setosa
+78,5.500420805699852,2.3980621522768826,3.813019004106601,1.0716149072749979,Iris-versicolor
+79,4.900327729393382,3.1178242066717967,1.4997468029776864,0.10000010174800694,Iris-setosa
+80,4.7880411675247485,3.0,1.403806382849027,0.30719627223650164,Iris-setosa
+81,5.9497279846504885,3.240900221896005,4.780758481524061,1.7861907336399399,Iris-versicolor
+82,6.198635819908484,2.2,4.526157196196298,1.5151449590249446,Iris-versicolor
+83,5.061306097752675,3.382432250997199,1.4867455405740229,0.20846401124059222,Iris-setosa
+84,5.934847230921302,3.1894444043766534,4.7995850878430675,1.7913863442319273,Iris-versicolor
+85,5.603281695363246,3.0,4.155674000267485,1.2935241003456615,Iris-versicolor
+86,5.080234646323777,2.47966870423008,2.939394120597533,1.095802852093173,Iris-versicolor
+87,6.29110451542783,2.5125433478858143,4.943348745943128,1.5309086084983392,Iris-versicolor
+88,6.704322129144846,3.0,5.004127266642101,1.701417732787086,Iris-versicolor
+89,5.3326399068873656,3.7067765145472342,1.5216989912065593,0.19967807539927063,Iris-setosa
+90,6.284382227875575,3.29558889467344,4.672418674104108,1.5772733596750923,Iris-versicolor
+91,6.4907031147999135,3.1884267726738993,5.103650397162356,2.004465584165796,Iris-virginica
+92,6.8165585446762655,3.0,5.553292702207594,2.104822644654069,Iris-virginica
+93,5.234249025243863,3.3986091154997995,1.6458289640283528,0.20460941180600947,Iris-setosa
+94,6.633034072143262,3.0,5.714917573818798,2.1241280415917667,Iris-virginica
+95,4.40000066569779,2.9129066967898423,1.3942488703864053,0.1989083627429623,Iris-setosa
+96,4.899917353189246,3.0962589858958003,1.595182360236773,0.10000009586594777,Iris-setosa
+97,4.886202605359156,3.0767136872022838,1.4800599922463515,0.1,Iris-setosa
+98,6.522585047624058,3.1383517339868376,5.126974024882911,1.9672974213697216,Iris-virginica
+99,5.979207249036626,2.875397156601619,4.513287356536947,1.477018931602071,Iris-versicolor
+100,5.078390352208188,3.7133424193998463,1.4978577278369722,0.43819440801190035,Iris-setosa
+101,5.752730618814678,2.5655116939451523,5.046047638218865,1.942435445889161,Iris-virginica
+102,6.529784593918364,3.1950406210787525,5.101843932165328,2.0162410864736833,Iris-virginica
+103,4.916661367277369,2.423239969192463,3.3060228759840213,1.0805816566194397,Iris-versicolor
+104,6.0611137781417845,3.0,4.5704656210403485,1.4102001939900133,Iris-versicolor
+105,6.004100028440795,2.2,5.002979470398965,1.5001766894998032,Iris-virginica
+106,5.902461363100528,3.2092045351489076,4.7881912695768225,1.7925542117885456,Iris-versicolor
+107,6.989258882813741,3.0495512173239367,5.749261189244203,2.2010584572632537,Iris-virginica
+108,6.435071030855334,3.0,5.510046788752803,1.7988196949450317,Iris-virginica
+109,4.400000726926612,2.8951946968925175,1.4029792621599246,0.2016716227767698,Iris-setosa
+110,6.372542712646552,2.692541326744724,5.272497878532648,1.8904204401115552,Iris-virginica
+111,6.1199317242590805,2.8093223376029304,4.72338932769594,1.1941865469794082,Iris-versicolor
+112,6.267642468670784,3.3022332605447975,4.73276377659531,1.6328248479673628,Iris-versicolor
+113,4.905512062068461,3.1042830083014246,1.6062587562651949,0.1,Iris-setosa
+114,6.808087875067206,3.18387316390901,5.859635944317401,2.2965103949974854,Iris-virginica
+115,5.390068684057582,3.392520845456557,1.7493234091129126,0.19902940903852512,Iris-setosa
+116,5.213472474192939,2.7247168972814704,3.9702198513907296,1.4210932196548152,Iris-versicolor
+117,6.298618892049963,2.5063206840558667,4.908612463925532,1.5254062496962328,Iris-versicolor
+118,6.464456067055722,3.0,5.808704111404245,2.1707011988658875,Iris-virginica
+119,5.095065580799584,3.5544788278534307,1.383368037040339,0.33514531585725477,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/0/test.csv b/iris/tab_ddpm/7_2/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/0/train.csv b/iris/tab_ddpm/7_2/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/0/val.csv b/iris/tab_ddpm/7_2/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/1/synth.csv b/iris/tab_ddpm/7_2/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3cb7bd0788c092a168efc92a97572d634ff258c
--- /dev/null
+++ b/iris/tab_ddpm/7_2/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.9869550115632215,3.268214596881846,1.4029298407699813,0.20085386226278204,Iris-setosa
+1,4.816196158896078,3.0,1.4011862243427273,0.303619308519549,Iris-setosa
+2,5.664616945401745,3.8054830823270582,1.8407543147756673,0.362693516063219,Iris-setosa
+3,5.511533355630441,4.199999128460061,1.4022747392380164,0.19955746661786228,Iris-setosa
+4,5.617678251631561,2.7177519773004764,4.3077721488692235,1.297424392616251,Iris-versicolor
+5,4.986441976460856,3.2676282620726367,1.3919147274207493,0.20727667050770932,Iris-setosa
+6,5.474270114553382,2.6205556876657794,4.184664407433888,1.3185271417309152,Iris-versicolor
+7,5.801092607361573,2.7068270972576003,5.107284378373092,1.895551424578464,Iris-virginica
+8,6.324730858908179,3.3061218865862556,4.6903225092039005,1.6002867233084312,Iris-versicolor
+9,4.828844305990271,2.397039579558303,3.234814529142773,0.8984812881530142,Iris-versicolor
+10,6.6473965731556515,3.0,4.984910167152542,1.667375264295079,Iris-versicolor
+11,5.285541902916881,2.7939115955020055,3.8656425445773452,1.3762859200378832,Iris-versicolor
+12,6.511460937509248,3.0,5.5142933744292595,1.8015722774821958,Iris-virginica
+13,6.680473069685344,3.0,4.9992030666312965,1.7110603965049043,Iris-versicolor
+14,4.995768779790045,3.205006035170527,1.2000001818085155,0.1965614452806263,Iris-setosa
+15,4.400000497698846,2.8865104032763784,1.3963635440369202,0.18771298471738102,Iris-setosa
+16,6.203541125679067,2.2000003063266793,4.456154418722201,1.4961038004220466,Iris-versicolor
+17,5.398255636039144,3.3980091528863516,1.7411320412478666,0.202054286754408,Iris-setosa
+18,6.039421249510406,2.726699742237248,5.078305127362143,1.5984605363872257,Iris-versicolor
+19,5.982685724920806,3.0,4.864362056253324,1.8057258694300025,Iris-virginica
+20,6.8490179916371074,3.2070105097655386,5.832226520319617,2.2939237018397245,Iris-virginica
+21,6.728416983810654,3.288888628817788,5.682614357286908,2.5,Iris-virginica
+22,7.700530170920141,2.59712286446068,6.899998574690915,2.311981728808016,Iris-virginica
+23,6.526441955846465,3.0,5.513298501428198,1.7991328834922857,Iris-virginica
+24,6.940229323000641,3.0,5.755343114885101,2.158209674441918,Iris-virginica
+25,4.991335987193463,3.25712743816198,1.40710594280457,0.1996790766253125,Iris-setosa
+26,5.192731904709033,3.5219576834568347,1.558269223163747,0.20590155286168782,Iris-setosa
+27,6.912994766055073,3.1967268616860767,5.809060209279581,2.3058258273591252,Iris-virginica
+28,7.899998974212279,3.837709937208532,6.443621121728691,2.00090979897872,Iris-virginica
+29,5.688593374942192,3.0,4.355760771436337,1.553044846520683,Iris-versicolor
+30,6.104632243948722,2.7984053716810493,4.672090345979134,1.1865976987496678,Iris-versicolor
+31,5.599415193467228,2.703794555560612,4.214239227086715,1.2908491080816469,Iris-versicolor
+32,6.73057586658533,2.5113655494184504,5.796252330488573,1.8013264725829465,Iris-virginica
+33,7.146346533619084,3.0,6.002500364564592,2.056922126894866,Iris-virginica
+34,6.714304172141248,3.306289819502175,5.7625874363342104,2.112115042872433,Iris-virginica
+35,5.496708896110566,3.858144285794179,1.6982427743722834,0.35193260678839566,Iris-setosa
+36,5.996987149242192,3.0,4.726268520861132,1.7945266760678094,Iris-virginica
+37,5.546415460913343,3.758400389362047,1.496966298806485,0.42489002358373373,Iris-setosa
+38,6.049027906798775,3.0,4.565427597143157,1.4068239515480718,Iris-versicolor
+39,4.990691351439158,3.2023559017267083,1.2,0.19595213246801874,Iris-setosa
+40,4.612974509716645,3.4020922662479642,1.3906898428255072,0.2934791674383349,Iris-setosa
+41,4.879964885215836,3.073885378254225,1.496178526677762,0.10000012041115049,Iris-setosa
+42,5.994581071455488,2.708938956942158,5.076572142771636,1.574610506286996,Iris-versicolor
+43,6.797409225160368,2.78548152247631,4.79575117081449,1.4016240033842478,Iris-versicolor
+44,5.637306474865472,2.829921500265218,3.848532733563327,1.2972886004483695,Iris-versicolor
+45,5.681640429430655,3.7842296515019718,1.7926057312400838,0.29999852905803037,Iris-setosa
+46,6.316592787354634,3.396315930188353,5.603243453195924,2.402822358419251,Iris-virginica
+47,6.303953128100839,2.2895410889492407,4.377942618542148,1.2968581569956925,Iris-versicolor
+48,5.997628953152403,3.0,4.483373421449247,1.4161959240116644,Iris-versicolor
+49,5.137592772521899,3.4034315414379384,1.4952670469615674,0.1995829273763918,Iris-setosa
+50,6.290017648239518,3.397542211355155,5.622171838650894,2.4030709645808046,Iris-virginica
+51,4.9004615026217095,3.0,1.3983332498269005,0.19953688251054996,Iris-setosa
+52,5.592706476746941,2.67698715037163,4.245337720883515,1.2835139623047045,Iris-versicolor
+53,6.488412366591437,3.0,5.491034096494215,1.8068179517507281,Iris-virginica
+54,5.97214958282654,2.7965047415031274,4.991078513754303,1.855885280588347,Iris-virginica
+55,5.099092511804251,3.67757830920663,1.499232505290029,0.3842760386094823,Iris-setosa
+56,6.53889713914686,3.104158537061045,5.359335561447944,1.9402615503912803,Iris-virginica
+57,5.591532725379387,3.0,4.013564381729703,1.2980087479292006,Iris-versicolor
+58,6.347476766629413,2.9769981089451827,5.5343413351830675,1.807921222513512,Iris-virginica
+59,4.934151338860158,3.0981333953700134,1.4044680509152756,0.20344414546208153,Iris-setosa
+60,5.950110508207438,2.935637390806983,4.531483722814004,1.4222549779174853,Iris-versicolor
+61,6.874082656847953,3.0818580895542182,5.095030368377734,2.2910747345453806,Iris-virginica
+62,5.033760307739791,3.459825361574428,1.578357977551302,0.3599198625011193,Iris-setosa
+63,4.636887799670569,3.395702372525463,1.4222280563985163,0.3249512542051702,Iris-setosa
+64,4.606063151757978,3.1938846549009408,1.403183762207002,0.19506888312664264,Iris-setosa
+65,5.409609175237024,3.0,4.532200707537372,1.494720471137391,Iris-versicolor
+66,4.984350442934886,2.4428263108800827,3.290653139068078,1.085131646257728,Iris-versicolor
+67,4.850239895948979,2.380084540143975,3.2839145956074725,0.9796781236181087,Iris-versicolor
+68,5.128738770075131,2.4902131156386664,3.0360622591629136,1.0795898214673416,Iris-versicolor
+69,4.8829352551223835,3.0,1.3993552170585815,0.19969590364743364,Iris-setosa
+70,5.375693223608306,3.3936936623796385,1.80859050023222,0.20201107205673613,Iris-setosa
+71,5.5431114971677475,2.491064310131812,3.9235635955956396,1.1180671348773643,Iris-versicolor
+72,5.120526735279435,3.301082057635975,1.6185735078183194,0.4926868477605545,Iris-setosa
+73,5.4294739096435665,3.0,4.507918933670572,1.4987538109761531,Iris-versicolor
+74,5.559211769311231,2.4392108241908605,3.811943948351063,1.0867894112524075,Iris-versicolor
+75,5.590101992281574,2.9024841931327288,3.6794616516041554,1.3006380513835099,Iris-versicolor
+76,4.91942886454207,2.4092162674129227,3.2625560963581144,1.043700343450294,Iris-versicolor
+77,4.4,2.886321166785458,1.4081841901133814,0.20042553297449278,Iris-setosa
+78,5.7509983026485045,2.6563966877996554,5.081807729321213,1.909133838895767,Iris-virginica
+79,6.308146242351593,2.7065146438067935,4.930201534033593,1.8084566351488383,Iris-virginica
+80,5.071949842547204,3.3978504808657255,1.4191367257954608,0.2962411279562316,Iris-setosa
+81,5.084220842528077,3.390653472878844,1.494350239747187,0.20217285704061452,Iris-setosa
+82,6.688516132378816,3.303276319024743,5.670430030816524,2.4999996093065153,Iris-virginica
+83,6.286597892360726,3.2859037659019146,4.689902675612018,1.5523878885080806,Iris-versicolor
+84,6.942638712016695,3.092832108625602,5.098747125836088,2.307318895836006,Iris-virginica
+85,6.794709376296593,3.0,5.4660414701593005,2.0869087466373357,Iris-virginica
+86,6.7086301564921955,3.303546788150995,5.690983745536712,2.102351912148603,Iris-virginica
+87,6.692926666732351,2.4908840524055593,5.828980428576663,1.79805803332107,Iris-virginica
+88,5.893520291191454,3.0,5.096856154004744,1.7979180239864767,Iris-virginica
+89,4.4,2.912865375664543,1.3882942062569406,0.19607861146626382,Iris-setosa
+90,6.106482048257433,2.5917338569373025,5.607020489085587,1.3964904294548537,Iris-virginica
+91,5.902495184063446,3.2078149059705567,4.789470608243433,1.8015717483732634,Iris-versicolor
+92,6.277813248213452,2.5209225732030234,4.927507817513152,1.5265206487834815,Iris-versicolor
+93,6.41220300104148,2.8966992572716777,4.276513290003146,1.3080981166619157,Iris-versicolor
+94,6.688537857385564,2.5046296250704745,5.754752655734781,1.8034328489506672,Iris-virginica
+95,5.405767022222308,3.0,4.496325437480875,1.491909576433697,Iris-versicolor
+96,5.114908496914568,3.493738260592077,1.3970502676514966,0.2936005081258328,Iris-setosa
+97,6.803754844441601,3.109977915629488,5.109635802330206,2.2886305660102555,Iris-virginica
+98,6.500608756172779,3.2035838694657097,5.107270813630688,2.000552540106135,Iris-virginica
+99,7.29051966222598,2.891127303145255,6.299445679253678,1.7984983413839764,Iris-virginica
+100,7.720712106586866,2.6082223210125424,6.899998919094278,2.2882874166855514,Iris-virginica
+101,5.397293758663823,3.0,4.54335228435598,1.4937625995274373,Iris-versicolor
+102,5.411478198581784,3.0,4.454691303129742,1.4576698285925414,Iris-versicolor
+103,5.996551140715624,3.0,4.780441227075767,1.797050942521667,Iris-virginica
+104,6.0318012058833705,2.2000002866696255,4.978194298136695,1.516972207362565,Iris-virginica
+105,5.61801949899921,3.0,4.1171222786485755,1.2995419973586484,Iris-versicolor
+106,5.6442443804522755,2.795543114925965,4.398569198599411,1.2917790053258882,Iris-versicolor
+107,5.606318617347099,2.9956858145073624,3.711267492949212,1.3293837401550825,Iris-versicolor
+108,6.552750136285671,3.0,5.445729145790481,1.8186995604070872,Iris-virginica
+109,5.534578336153311,2.516808085299491,4.141729391052764,1.1167873948975526,Iris-versicolor
+110,5.69286104606332,2.5331069555347137,5.027500999334772,1.9641602184500686,Iris-virginica
+111,6.893255217148351,3.2044260798252644,5.745444019001151,2.2972645260043865,Iris-virginica
+112,5.682870115601783,2.479584301364227,4.982265094960883,1.9753672840961105,Iris-virginica
+113,4.782243319667048,3.0,1.3786361345479512,0.1,Iris-setosa
+114,4.602146823582015,3.392908124281582,1.393697270534238,0.31418838184427184,Iris-setosa
+115,4.8928609764950926,3.1060437801633456,1.6275622958771916,0.1,Iris-setosa
+116,6.500124629749995,3.149487381005112,5.134083821101177,1.959513161747893,Iris-virginica
+117,6.78273697562847,2.803305195412425,4.771153306892118,1.3724560697363584,Iris-versicolor
+118,5.71015038388035,3.7905178518705935,1.6331237530901566,0.33440377003292554,Iris-setosa
+119,6.1008777450580745,3.0,4.596744785637097,1.380367958537403,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/1/test.csv b/iris/tab_ddpm/7_2/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/1/train.csv b/iris/tab_ddpm/7_2/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/1/val.csv b/iris/tab_ddpm/7_2/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/10/synth.csv b/iris/tab_ddpm/7_2/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b6dd8ef7ddf2b11543b88a7a80ee54f7435bd07
--- /dev/null
+++ b/iris/tab_ddpm/7_2/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.8103588042501935,2.6724932920079185,5.08871519073635,1.902605748672404,Iris-virginica
+1,6.01669194957957,2.7057390756136814,5.125557317876529,1.6039477804598616,Iris-versicolor
+2,6.006389702387125,3.0,4.803960330582722,1.804524850071466,Iris-virginica
+3,6.290485642073197,3.294441647999493,4.678109763199099,1.5921718951738182,Iris-versicolor
+4,6.700215442297363,3.298597821109018,5.721155095885143,2.4999995618439135,Iris-virginica
+5,5.808663837799969,3.0,4.096965384767259,1.4266843997710867,Iris-versicolor
+6,4.847532109517095,2.4086615403715435,3.23013742166108,0.8761596323851688,Iris-versicolor
+7,6.298777519402204,2.3119745976902637,4.410047901018915,1.3023466177922456,Iris-versicolor
+8,6.796711894111423,2.825407010628067,4.760565942651527,1.4032679622909485,Iris-versicolor
+9,7.642216263943955,2.5956773370301636,6.899998460720852,2.291722362857676,Iris-virginica
+10,6.224267952426349,2.2,4.5501067404759645,1.497852083637286,Iris-versicolor
+11,5.921746367994755,3.2012858391618395,4.772006182889166,1.8123351750920773,Iris-versicolor
+12,5.0703656392308085,3.3027762407163452,1.4655968215371515,0.2869015772851065,Iris-setosa
+13,6.705838148338256,2.51352170509671,5.861974843415668,1.8037017466343281,Iris-virginica
+14,5.086140657752789,3.6443514809093753,1.4782907832340089,0.41055875038742,Iris-setosa
+15,5.492902842064632,2.3896238063347703,3.831511245901663,1.1146894393350422,Iris-versicolor
+16,5.104615571701656,3.7407052560004037,1.5691122175246417,0.20476288645069438,Iris-setosa
+17,6.007476098621041,2.2,5.008271717143993,1.4892940429350134,Iris-virginica
+18,5.730300031849323,3.0,3.94600192559969,1.3968549919292241,Iris-versicolor
+19,6.287337369333157,3.301763919634155,4.710052381004982,1.5909666155973954,Iris-versicolor
+20,5.055816039117284,3.47275297733388,1.497581523874602,0.40773924564300246,Iris-setosa
+21,4.90709068380468,3.0,1.402648297078573,0.19838378538427073,Iris-setosa
+22,6.115549442253756,3.0,4.612380332805335,1.4018244097757855,Iris-versicolor
+23,5.966200165705365,2.8821488907458463,4.574831884921741,1.4763149463847927,Iris-versicolor
+24,6.828187740010804,3.1438168063852183,5.101296851593871,2.2756450285896306,Iris-virginica
+25,6.593080677122759,3.192830739819828,5.107844265265329,2.0831633843639636,Iris-virginica
+26,4.81030726926941,3.0,1.3945271044897756,0.10000011997765537,Iris-setosa
+27,7.9,3.7662003804016617,6.3633084073249115,1.960870181440769,Iris-virginica
+28,5.337714311062682,3.3973999612202275,1.5063972471648208,0.5023944271925959,Iris-setosa
+29,5.995118167701793,2.2,4.926752306730024,1.500144211014606,Iris-virginica
+30,4.491427049549471,2.297583152207367,1.2980501107499725,0.2984308695838469,Iris-setosa
+31,6.698651968706842,3.0,4.988331091975715,1.7013374397336898,Iris-versicolor
+32,6.306408629449111,2.705295165316666,4.88496509594539,1.792582805671821,Iris-virginica
+33,7.062740331410843,3.0,5.813524221795709,2.1491244616035017,Iris-virginica
+34,5.164548474500605,3.777357510407318,1.601872347720125,0.20301994837955575,Iris-setosa
+35,6.299416385410883,3.4022604166325916,5.604797402149891,2.4067791415457704,Iris-virginica
+36,6.280850258975717,3.302972755397282,4.711504420218458,1.6280711138254025,Iris-versicolor
+37,5.290009028176756,3.3725423455226258,1.6210447735057343,0.4271503059751776,Iris-setosa
+38,5.398532960561836,3.3979118557273513,1.7133887984623548,0.20347320996035673,Iris-setosa
+39,5.573192456586578,2.544069130709948,4.055985986671265,1.1298554431614833,Iris-versicolor
+40,5.768258318675325,2.783907389257521,4.542932084000525,1.2673388945432595,Iris-versicolor
+41,6.686176371146732,3.2961333174008316,5.6840401766005835,2.098432501239918,Iris-virginica
+42,6.6954799972401124,3.0,4.9860239910221065,1.6927908626323618,Iris-versicolor
+43,5.774434233148432,2.7946672367143037,5.093997376716154,2.4085795245144928,Iris-virginica
+44,5.10732650747648,3.518610357816962,1.408351327338629,0.29644675050934344,Iris-setosa
+45,6.188849133824968,2.2000003788813958,4.464002480805887,1.5091951863464332,Iris-versicolor
+46,5.228032271341919,3.793919533429497,1.5569479687076422,0.45648421100851466,Iris-setosa
+47,5.001496695101081,3.215872831444,1.200000196740799,0.2017337799604846,Iris-setosa
+48,5.5705034412972285,2.5730016431117253,4.301164981577662,1.1579306256492743,Iris-versicolor
+49,5.997370267060115,3.0,4.779556183720876,1.7984054879932527,Iris-virginica
+50,5.732990425541265,2.51889920571294,5.0319330594810765,1.970388661535155,Iris-virginica
+51,6.32830646712748,2.282952314249015,4.337937875864631,1.3149841841174241,Iris-versicolor
+52,5.238793665263296,2.7602385721838676,3.933429422258684,1.3917714046908225,Iris-versicolor
+53,6.319858571637184,2.4662268196995685,4.857020858515137,1.4925286062158039,Iris-versicolor
+54,6.2986503872533195,2.9022064790269337,5.611973324596139,1.8000653805125388,Iris-virginica
+55,5.734766826028953,2.523360679350201,5.007168649634354,1.9970756560662055,Iris-virginica
+56,6.785256504451687,3.185861913242214,5.819643017993121,2.294028712232699,Iris-virginica
+57,5.8930926799612005,3.2082108843120345,4.782381594217137,1.792062209257601,Iris-versicolor
+58,5.7510288610215,2.6142683403655815,5.0754767096624684,1.9397248369515663,Iris-virginica
+59,6.8133794274705455,3.0,5.396877477991977,2.1571759496164367,Iris-virginica
+60,6.285302581726856,2.3002951706566805,4.381413624021606,1.3033180880465773,Iris-versicolor
+61,6.715420308874746,2.4941195623107673,5.855019709186205,1.7990954496813016,Iris-virginica
+62,5.8668270329708845,3.0,5.109976012415478,1.8019322389780714,Iris-virginica
+63,6.300250773204698,2.7036252531911376,4.849680790053836,1.7973157618316298,Iris-virginica
+64,5.396164474190733,3.0,4.510004087010997,1.4969940597860993,Iris-versicolor
+65,5.126857708732212,2.598791057855587,3.4839119622553776,1.3097009495267975,Iris-versicolor
+66,4.908111823106899,3.12550815530556,1.5581933340424254,0.1,Iris-setosa
+67,6.294463232096608,2.3564960252454608,4.596609452083896,1.373039405230656,Iris-versicolor
+68,5.097606931750145,3.3105346633696313,1.6665210876686034,0.5111452238053057,Iris-setosa
+69,6.849877305326333,3.0,5.5361899915244495,2.1033556556703132,Iris-virginica
+70,6.700130158903215,2.489701078646192,5.7928582197146365,1.8082586346725076,Iris-virginica
+71,6.0791499538200995,3.0,4.560621171608236,1.413327913390004,Iris-versicolor
+72,6.4923677920181975,3.0,5.861556714130199,2.1831092257869913,Iris-virginica
+73,5.5727971838920585,2.9188357212029445,3.6057335408941906,1.2846372934160837,Iris-versicolor
+74,4.618958697793576,3.227526660876534,1.4015307884628854,0.19850709727690896,Iris-setosa
+75,4.81196750040663,3.0,1.405788224219435,0.31234112547537124,Iris-setosa
+76,5.3734589712883905,3.406144965726152,1.612869003124336,0.201033120378392,Iris-setosa
+77,4.865273996430432,3.0,1.4090891001862693,0.2002868319095874,Iris-setosa
+78,6.393509738503719,2.9111016905059297,4.302397209163768,1.3003195817126942,Iris-versicolor
+79,4.400000876777577,2.88970277087634,1.3682333154555,0.19756725450762364,Iris-setosa
+80,4.990636216821406,3.3949444992798234,1.580705438717362,0.4359236900557,Iris-setosa
+81,5.635048465988292,3.0,3.6685422116501303,1.3377354155364962,Iris-versicolor
+82,6.007713780388168,2.709594625805279,5.096528894544765,1.5951588759931814,Iris-versicolor
+83,4.606519895655176,3.212864681329068,1.4008685395594531,0.20622710473670838,Iris-setosa
+84,4.895976710041054,3.0,1.3963487206748917,0.21469074489565604,Iris-setosa
+85,5.012342096579643,3.312863343358614,1.3921396506977786,0.20057546573120394,Iris-setosa
+86,6.987352569172298,3.0876655198632426,5.091257322545179,2.3142376268347773,Iris-virginica
+87,6.695323150923044,3.287002799978422,5.791603074200423,2.3047203713002187,Iris-virginica
+88,6.308679312479464,2.7091344442694303,4.89603655980821,1.7985495997035545,Iris-virginica
+89,5.010797557698269,3.418661009569267,1.4981512974351634,0.4395021585734269,Iris-setosa
+90,4.990206004168331,3.2216785843908387,1.20000023181149,0.2051992342317182,Iris-setosa
+91,6.285958314128784,2.303401198427393,4.433699225304975,1.2987056553692227,Iris-versicolor
+92,6.001807023991424,2.705848984319785,5.093916163908142,1.6281873928077508,Iris-versicolor
+93,5.206221304995673,2.7184565108653214,3.9240096882520126,1.4195318004142057,Iris-versicolor
+94,6.493666715867577,3.0,5.828014496746941,2.1860193994060326,Iris-virginica
+95,7.159448010649239,3.0,5.943471108519754,2.091945854530474,Iris-virginica
+96,5.1483846000424665,3.4096421284903684,1.5485267980863364,0.20001412457200438,Iris-setosa
+97,7.9,3.86271899813764,6.4064583424567125,2.02069710120657,Iris-virginica
+98,6.798466734208609,3.0,5.520452514315937,2.099731937450695,Iris-virginica
+99,5.548003056763688,2.449269327428553,3.803203025793599,1.1067449100986855,Iris-versicolor
+100,5.103234092338714,3.470623278816166,1.3996738549344296,0.2976736152975559,Iris-setosa
+101,7.062054767388358,3.0,5.78171617452067,2.0989797581001657,Iris-virginica
+102,6.297983562667414,3.310086330266001,4.671312612296438,1.5883463612379196,Iris-versicolor
+103,6.6821136208636815,3.0,4.954954849197226,1.683940363119746,Iris-versicolor
+104,4.984533726953214,2.460233013111291,3.3173109904883016,1.100674074451196,Iris-versicolor
+105,5.774645186768427,2.7907467084255804,5.112373770816963,2.4021379593305805,Iris-virginica
+106,4.400000717978219,2.90122247976288,1.394493516715531,0.20243657759341774,Iris-setosa
+107,7.113675043909299,3.0015150976197633,5.885692137891038,2.1789649700399103,Iris-virginica
+108,4.987349494163161,3.209812524902014,1.200000198336135,0.19890834563928045,Iris-setosa
+109,5.593829274613002,2.501475550715968,4.018633054351128,1.1137039926885806,Iris-versicolor
+110,6.616682791430589,3.0,5.87081289694181,2.2126259247745286,Iris-virginica
+111,5.0864750954788445,3.5187186610860017,1.4035500945316852,0.29677479356173764,Iris-setosa
+112,5.397949914377272,3.3993790647941116,1.6469686860449664,0.20227280332437977,Iris-setosa
+113,4.8968427040889,3.0,1.4069284629262944,0.20718848679710947,Iris-setosa
+114,6.775083887972675,2.825374100255156,4.82450703543098,1.425579264961877,Iris-versicolor
+115,5.791997913786084,2.7117197111566287,5.100644371537189,1.899161661352175,Iris-virginica
+116,5.396213435339548,3.395316776859206,1.8489941582145195,0.1982587388471137,Iris-setosa
+117,6.710865665788193,3.0,5.006857943701842,1.7262715424360189,Iris-versicolor
+118,5.000120440015504,3.3146019969362874,1.4075913335212582,0.1986612567264508,Iris-setosa
+119,4.894055297253402,3.0,1.3900994689247346,0.22884046177694528,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/10/test.csv b/iris/tab_ddpm/7_2/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/10/train.csv b/iris/tab_ddpm/7_2/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/10/val.csv b/iris/tab_ddpm/7_2/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/11/synth.csv b/iris/tab_ddpm/7_2/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ee72b9bd121a19a75bf69f24653fd103e42e933
--- /dev/null
+++ b/iris/tab_ddpm/7_2/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.15789894335279,3.328431581099491,1.6091350412069843,0.4823224233264708,Iris-setosa
+1,6.293921786340406,3.3961195087020575,5.618020842721032,2.397533178613913,Iris-virginica
+2,6.690786421660812,3.2958180713724934,5.753419828917547,2.5,Iris-virginica
+3,6.32736647054641,2.9473719183483715,5.5801847625844525,1.811719317071542,Iris-virginica
+4,5.063368135413062,2.4767635337239784,2.8382312399321172,1.1150646391849912,Iris-versicolor
+5,4.904929655564719,3.101663904761045,1.604787527106237,0.10000012010171191,Iris-setosa
+6,4.873625536475296,3.0676947997176454,1.4969636694170516,0.10000009917113399,Iris-setosa
+7,4.792702960289028,3.0,1.3887879237362741,0.1,Iris-setosa
+8,5.8060179553896445,2.708982403271734,5.106116647407614,1.8737302446439696,Iris-virginica
+9,5.413038620163478,3.0,4.513673691973691,1.4932721031276899,Iris-versicolor
+10,6.941171652139775,3.181297270411102,5.766187985030574,2.2913118593636868,Iris-virginica
+11,6.131194370396268,2.608366584197157,5.587241039004476,1.4006427893330178,Iris-virginica
+12,6.480058978783129,3.0,5.757834166859256,2.175754013165496,Iris-virginica
+13,5.034354885817212,2.4728498012186613,3.1384617763886196,1.0803402218311264,Iris-versicolor
+14,5.240224951086409,3.4963257133524563,1.550279559358307,0.4513145409457463,Iris-setosa
+15,5.299993550950544,3.7429405039914347,1.630730838865034,0.20154189195534694,Iris-setosa
+16,7.899998659414329,3.7854901245093426,6.3943190261036875,1.997178472795483,Iris-virginica
+17,4.8942691759685895,3.096722785036552,1.4977261907611557,0.1000001052902195,Iris-setosa
+18,5.696529313240592,2.4989676680226243,5.005849678530803,1.992431915191019,Iris-virginica
+19,5.881001276278755,3.0,4.282417642932003,1.5344929965906628,Iris-versicolor
+20,5.7170898732334905,3.0,3.8117620368948923,1.3719645177245976,Iris-versicolor
+21,7.701086077548577,2.607065851323858,6.899998680664904,2.300235401143617,Iris-virginica
+22,6.678110453337598,3.2951155246738497,5.666230228560177,2.499999536991152,Iris-virginica
+23,6.503638650584228,3.2136122201711568,5.12928761516616,2.021993777216252,Iris-virginica
+24,7.690993858527124,2.6100760072896145,6.9,2.2984791861205434,Iris-virginica
+25,6.5560252446750695,3.0,5.862052992477755,2.22001502637013,Iris-virginica
+26,7.7000030090424225,2.620293631958102,6.9,2.3224894853724374,Iris-virginica
+27,7.9,3.822330143099421,6.403074975349909,2.0087543893533892,Iris-virginica
+28,4.89971802654466,3.113646576764308,1.4959934340068075,0.1,Iris-setosa
+29,6.16052637336097,2.9966594046800563,4.653586585577647,1.3368249050855023,Iris-versicolor
+30,6.285344822827385,2.3075101586188675,4.4317246982221885,1.2864794347506252,Iris-versicolor
+31,7.689333079952775,2.5892879772723765,6.9,2.302599595724004,Iris-virginica
+32,5.322017336596117,3.8658546051531264,1.4926657234541263,0.34735565362649373,Iris-setosa
+33,5.377949192430544,3.4034523374744574,1.6196306123758863,0.2006416059154199,Iris-setosa
+34,5.080908828382186,3.3018012344048735,1.6551622912521535,0.5172486342688046,Iris-setosa
+35,6.406072267228501,3.0,5.447442226601917,1.805229712920368,Iris-virginica
+36,6.043689151194873,2.600249160918976,5.595069190302042,1.390864950105673,Iris-virginica
+37,6.199298041831611,2.200000325316959,4.488730150701067,1.5151079436189323,Iris-versicolor
+38,4.5876675272420515,3.404482770183135,1.4032432107823798,0.3512682954649883,Iris-setosa
+39,5.104310118614221,3.3882853833914597,1.498378855103779,0.19967474786055428,Iris-setosa
+40,5.171360849066135,2.6999612506360346,3.889122769811707,1.4090993483852576,Iris-versicolor
+41,6.691448894795766,3.3047015457938165,5.67503938496402,2.5,Iris-virginica
+42,5.570384171667966,2.646864774706708,4.4139818411907275,1.231412348576813,Iris-versicolor
+43,5.122764819057284,3.433859135199354,1.5304729716731882,0.19617688666323782,Iris-setosa
+44,4.8900866899330575,3.086106842912772,1.534714425361939,0.1,Iris-setosa
+45,5.503699181675525,2.3737201541905706,3.8001073418543014,1.067518319201141,Iris-versicolor
+46,5.232645906505254,3.789721715936168,1.4991167143272106,0.21604933779224025,Iris-setosa
+47,4.8951256197199395,3.1102123225468965,1.4970347447577028,0.1,Iris-setosa
+48,4.4,2.901926923416868,1.4047546840194955,0.20082131422917876,Iris-setosa
+49,6.18676460584664,2.2,4.467979119774464,1.4878804713046963,Iris-versicolor
+50,5.916670106266434,3.192079513475698,4.797567304164079,1.7989941872819486,Iris-versicolor
+51,5.0889687740772604,3.3992356060102744,1.6025074112504087,0.21046709690261842,Iris-setosa
+52,6.893112301122451,3.0962784649810167,5.090440222506793,2.29793391674453,Iris-virginica
+53,6.087619488968399,2.791181586740268,4.700119543252291,1.1975679883513253,Iris-versicolor
+54,6.691664353126916,3.298603486686924,5.730546541193221,2.5,Iris-virginica
+55,6.70102585329426,2.497465154765777,5.837068092982644,1.80403339663157,Iris-virginica
+56,6.2962520834685485,3.306691808642846,4.691125198640775,1.5871007658029077,Iris-versicolor
+57,4.4,2.8704734708091886,1.3994589101475239,0.18439069832970048,Iris-setosa
+58,5.12078392711602,3.835019926553857,1.6508232786286339,0.19592144097473754,Iris-setosa
+59,6.305949065162248,2.8987189621802734,5.582305490194525,1.798621681803639,Iris-virginica
+60,5.91041312509395,3.0,4.167531384452871,1.5051094220989607,Iris-versicolor
+61,6.300909833189226,2.3078391273611656,4.405085276399658,1.2926271899239556,Iris-versicolor
+62,6.955194960471322,3.089828796964046,5.084972101292666,2.3087896268493657,Iris-virginica
+63,4.610878749722233,3.3788161209409373,1.4032609406771546,0.27744965751516765,Iris-setosa
+64,7.3222430244655285,2.905142611957169,6.266860783620933,1.806125971289243,Iris-virginica
+65,6.336850327573131,2.856773767657871,5.484221838274614,1.8093570708522901,Iris-virginica
+66,6.708251777079472,3.0,5.002749861625817,1.702781091460004,Iris-versicolor
+67,6.703411160196473,3.2907690920316632,5.692857710979393,2.1077624106579065,Iris-virginica
+68,5.075677390004396,3.3390244198201366,1.6858922719567646,0.4686088127884476,Iris-setosa
+69,5.924161559506777,2.2,5.00012689105946,1.4768219960751052,Iris-virginica
+70,6.384601406733556,2.6865318537742704,5.126561921454645,1.8663266956538682,Iris-virginica
+71,5.729429860992283,2.5062291385289446,4.977858881431281,1.961029794692359,Iris-virginica
+72,4.5905748608064485,3.186545329447862,1.391887673080159,0.20556756545075253,Iris-setosa
+73,7.899998951540248,3.8309613026482023,6.416774396959087,2.0035981140354306,Iris-virginica
+74,6.110594278429441,2.8208070432238426,4.722218283059546,1.206825351595054,Iris-versicolor
+75,5.807109473013032,2.779503991769176,5.090341980326722,2.398511050334979,Iris-virginica
+76,5.691201518583384,3.798054674117035,1.5395192715952732,0.37969313230134316,Iris-setosa
+77,6.401479676347943,2.903602129648672,4.3153945135036,1.2944827656496378,Iris-versicolor
+78,5.986192793291307,2.690177639265057,5.101297302007393,1.6034630937528715,Iris-versicolor
+79,5.777688542303441,2.788514647432044,5.0975907616551055,2.3964605805223695,Iris-virginica
+80,5.139665067413778,3.3095995411525507,1.5979759866819343,0.44089199962036807,Iris-setosa
+81,6.306629026961703,3.2854159200900015,4.724694458137956,1.5972650106438968,Iris-versicolor
+82,5.5357866100026465,2.642444542186214,4.278497275140424,1.289555449165276,Iris-versicolor
+83,6.025797218719073,2.7039274236277326,5.09293451664142,1.5840182311011242,Iris-versicolor
+84,5.993494373793736,3.0,4.804218157788455,1.8003022587719455,Iris-virginica
+85,4.62696910743596,3.2042730170408134,1.3979102165713224,0.19898509517409685,Iris-setosa
+86,5.9139730717351915,2.7105846411950347,5.080253451576577,1.8380901950359847,Iris-virginica
+87,5.093129993995493,3.65566361672237,1.4997580481176913,0.4259471554580301,Iris-setosa
+88,5.965143233717043,2.2000002858820182,4.965151474557172,1.488397441897163,Iris-virginica
+89,5.898503829770212,3.2037304199683554,4.825984692866677,1.7894805929130697,Iris-versicolor
+90,5.508901312993576,4.2,1.4012598843747948,0.20754007100535055,Iris-setosa
+91,5.605569143146587,3.0,4.210216329162202,1.2831980322704342,Iris-versicolor
+92,5.071275084651151,3.7771482047457194,1.6434709469369952,0.19976500118312562,Iris-setosa
+93,5.4862239078716115,4.2,1.402002094932404,0.1967830246926927,Iris-setosa
+94,5.004190664996459,3.2061100171970827,1.2,0.19448261375509643,Iris-setosa
+95,6.693485078057544,3.2919933713954355,5.750549748770741,2.4999992476104027,Iris-virginica
+96,5.00318133135157,3.391806688854636,1.6027578628768553,0.4617075371143806,Iris-setosa
+97,5.723339753746231,2.499634693126175,5.002365239769953,1.9964922796444686,Iris-virginica
+98,5.365298934292987,3.3960345856103333,1.6627361857186662,0.19737000313226133,Iris-setosa
+99,5.796101186830488,2.8085854713865097,5.124960865940995,2.4052243151543826,Iris-virginica
+100,6.684312345310834,3.0,4.998569223129059,1.6786645507512652,Iris-versicolor
+101,5.585572985907975,2.8351841727688627,3.672398181030131,1.2860382400394317,Iris-versicolor
+102,5.096416792652692,2.633858933939818,3.7782098066950187,1.3639223389363144,Iris-versicolor
+103,6.3036824795752775,2.893081425320832,5.623645658312233,1.7924572879397414,Iris-virginica
+104,5.581888990110318,2.5632482842022926,3.913127268219378,1.1552453174092452,Iris-versicolor
+105,5.088799653775977,3.302402622666738,1.733922865851687,0.49420639815022516,Iris-setosa
+106,5.921823325034703,3.0,4.253462886786314,1.5001478505608532,Iris-versicolor
+107,5.590716801807873,2.928411057067715,3.5352705397170157,1.3062296519659233,Iris-versicolor
+108,6.707672477139555,2.5028850523772808,5.857316285473107,1.805861664940157,Iris-virginica
+109,6.8727997073966645,2.7734848933746408,4.805360384702633,1.4039144138281248,Iris-versicolor
+110,5.801257811444549,2.7933229739899046,5.1036745848077985,2.385578138882725,Iris-virginica
+111,6.81476650595671,2.8038484729903517,4.8243157607253035,1.4040894074188115,Iris-versicolor
+112,5.991570781566355,2.8873245634874585,4.581493861216636,1.3288518193191203,Iris-versicolor
+113,7.899998993045524,3.776020699165702,6.396918974836818,2.018032278909659,Iris-virginica
+114,4.995847461595968,3.216350303359707,1.2,0.20365650953984224,Iris-setosa
+115,7.113999124478632,3.0,5.930149581027128,2.0903745735502697,Iris-virginica
+116,5.4184830084835545,3.402438432209818,1.4996078855144985,0.4377321503834238,Iris-setosa
+117,6.707883132338884,2.49488782218377,5.8218366773750345,1.7992129307049238,Iris-virginica
+118,6.372985298513128,2.6999717648029593,5.2584138859131215,1.9103401185786517,Iris-virginica
+119,7.9,3.839695657606648,6.376379159824152,2.0136775491605015,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/11/test.csv b/iris/tab_ddpm/7_2/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/11/train.csv b/iris/tab_ddpm/7_2/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/11/val.csv b/iris/tab_ddpm/7_2/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/12/synth.csv b/iris/tab_ddpm/7_2/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..792c240d899f4ff992f4cdf1fa66221cac6a339f
--- /dev/null
+++ b/iris/tab_ddpm/7_2/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.520260085100408,3.1861531679275017,5.091651068392428,2.002244368616899,Iris-virginica
+1,6.168744703243648,2.985728241919056,4.515875231548682,1.4098083407740545,Iris-versicolor
+2,5.4698291239136925,4.2,1.3899764949214377,0.19652208783625164,Iris-setosa
+3,5.002386566375593,3.204688985471351,1.2000002335336084,0.2013463540033176,Iris-setosa
+4,5.799132181242933,2.8201804163516133,5.100156063867212,2.4030160790144355,Iris-virginica
+5,5.975528505040605,2.7151239586263625,5.052028951639284,1.5524269637684016,Iris-versicolor
+6,6.842692960507472,3.213334745071136,5.819826910019111,2.306418035234176,Iris-virginica
+7,6.3694522592407985,2.8941112025269735,4.316367405376871,1.2683472435016192,Iris-versicolor
+8,6.432417034176197,3.1302133023707395,5.0875044078491145,1.9711605143381485,Iris-virginica
+9,4.905398079597517,3.100374488937523,1.49359825713542,0.1,Iris-setosa
+10,5.082451834717152,3.390896414655886,1.4993346244827133,0.20374197102813063,Iris-setosa
+11,5.578825380318816,3.7861868094420874,1.6543245365683976,0.34697968488481246,Iris-setosa
+12,7.3137955577513285,2.9182817289984104,6.318464609616722,1.802999584109753,Iris-virginica
+13,5.567552608321078,2.458117837111066,3.8735481268998004,1.120831104858906,Iris-versicolor
+14,5.389494718383925,3.0,4.48426390953738,1.4879736013199523,Iris-versicolor
+15,5.609043739045117,2.5069481348228853,3.8709750148845026,1.0862066387716307,Iris-versicolor
+16,5.900894400468396,3.2050253401356246,4.81110930954105,1.7956701598431748,Iris-versicolor
+17,4.800607835803283,3.0,1.401160155823777,0.31013696593197665,Iris-setosa
+18,4.9018048965375325,3.082202031630984,1.5726486603535847,0.1,Iris-setosa
+19,4.992843809360538,3.2137787218093283,1.2000001908496754,0.19400938531942152,Iris-setosa
+20,6.761897623718832,3.1661531506288125,5.854917320844635,2.2849505995713817,Iris-virginica
+21,6.014641269475894,2.9203311239723075,4.517131703842981,1.487733502399213,Iris-versicolor
+22,5.768411506913529,2.522413658706912,5.021682874146505,1.9700589248354832,Iris-virginica
+23,4.815105875123835,3.0,1.3958336465585632,0.1000000901177788,Iris-setosa
+24,6.665285598944599,3.289616740859038,5.667167636934404,2.499999405765239,Iris-virginica
+25,4.907181214800043,3.094703695569705,1.492737130400048,0.10000012199272681,Iris-setosa
+26,4.585886714859223,3.4023656065168053,1.3918042654506886,0.2981118901775426,Iris-setosa
+27,6.10699183404705,2.8246307119234815,4.676679889559296,1.234372061327517,Iris-versicolor
+28,5.095392282020665,3.495315342147312,1.399398712003252,0.297089482527311,Iris-setosa
+29,5.645953745044467,2.7352980560170357,4.393000681258811,1.3017393972378075,Iris-versicolor
+30,5.76153203235172,2.6415135299567667,5.051542090863009,2.0897934627867376,Iris-virginica
+31,6.357864897140458,2.714602794256688,5.366489263589068,1.873017067692344,Iris-virginica
+32,5.539759551212662,3.0,4.218471128919729,1.336899542354819,Iris-versicolor
+33,4.926470000181408,3.105372139929278,1.4206996919641377,0.3913292242485568,Iris-setosa
+34,4.725052871469163,3.2279975571746387,1.397174497579393,0.20209391587766853,Iris-setosa
+35,4.898044174625684,3.080041628789739,1.5000526551422646,0.1,Iris-setosa
+36,6.674798891676625,3.29672361144336,5.67913643657161,2.0893993825051247,Iris-virginica
+37,6.429878921220973,2.8864177698536055,4.295426397325751,1.27983450971767,Iris-versicolor
+38,5.889577094143302,3.0,5.1265682084432465,1.7972124983279607,Iris-virginica
+39,5.3676176185254105,3.5814025778047047,1.517459973169968,0.20133275072605367,Iris-setosa
+40,5.9996426045318305,2.691325947385235,5.085220509967169,1.6024189441661842,Iris-versicolor
+41,5.097427322969486,3.3021697093719444,1.7635052839521768,0.5162320370722194,Iris-setosa
+42,5.611159390103086,3.0,4.063006816070577,1.3150929241159899,Iris-versicolor
+43,5.18654404038935,2.737611072908656,3.8670276657049634,1.4222735215021802,Iris-versicolor
+44,6.413458060198053,2.9052702508662187,4.211706197812185,1.3361916383478554,Iris-versicolor
+45,5.0123620401662,2.4651806420226454,2.8882450328060276,1.0861553616354709,Iris-versicolor
+46,5.861696578397324,3.0,4.202094152387026,1.4737420283679854,Iris-versicolor
+47,5.532829562047659,2.5237368821144646,4.228463208697292,1.1085334835873502,Iris-versicolor
+48,5.872250477418045,2.8071886697073993,4.644193543673318,1.247580085376037,Iris-versicolor
+49,5.117918138590541,3.7763980242341177,1.5416946259663185,0.37493151614180265,Iris-setosa
+50,5.25836938606445,2.60476427320533,3.46391449390994,1.207496538396709,Iris-versicolor
+51,5.068822735079314,3.3665130269869463,1.4501083454469477,0.2060878628565114,Iris-setosa
+52,7.677212228683784,2.599562865632911,6.899998877126667,2.2994375774894125,Iris-virginica
+53,4.999310110219198,3.3946128496148273,1.5897550638681244,0.3663264141383175,Iris-setosa
+54,5.867156420279836,3.0,5.106239102541741,1.7885235927360292,Iris-virginica
+55,5.730239415030616,3.8154238567473557,1.8081499711875235,0.29776936580402497,Iris-setosa
+56,6.947311932510369,3.067758973731578,5.790875516949881,2.2003201436911786,Iris-virginica
+57,6.359923489240871,2.9551164931737453,4.364138125928709,1.326323993852791,Iris-versicolor
+58,6.294974594115197,3.4060633194724477,5.6035116406653565,2.3981895872971735,Iris-virginica
+59,7.698231261791372,2.5874445659840246,6.9,2.28751235033205,Iris-virginica
+60,4.90777163114445,3.0999150406279785,1.4981954284105756,0.1,Iris-setosa
+61,5.332599979831153,2.5850571243054623,3.865374601199633,1.199822458343058,Iris-versicolor
+62,7.9,3.79788862585702,6.383565566624169,1.994184756574567,Iris-virginica
+63,5.414773540406309,3.0,4.53708914220585,1.500329213917432,Iris-versicolor
+64,5.091947468708946,3.4004954412874,1.5207271664110804,0.20290788866267906,Iris-setosa
+65,5.311535834672634,3.3924305193453197,1.6123646629161041,0.20193048617723158,Iris-setosa
+66,6.286556763435798,2.506572497350503,4.899236963695649,1.4875928607169864,Iris-versicolor
+67,5.179525333396243,3.7480294706592,1.550465675789712,0.20256290017839185,Iris-setosa
+68,5.75745426120827,2.7419176362922233,4.599124961511844,1.2479487073164468,Iris-versicolor
+69,5.787113122484759,3.128782730210548,4.732455508930136,1.7534598245318436,Iris-versicolor
+70,6.88361251809507,3.202739773936787,5.887644349057884,2.3119685622425186,Iris-virginica
+71,5.468620992071286,4.2,1.3967801601271026,0.21306880043202306,Iris-setosa
+72,5.683515653050494,3.7887754502536843,1.6143312986784655,0.3005128324967905,Iris-setosa
+73,6.2149858267220495,2.200000325072012,4.514228049912437,1.5099100676880974,Iris-versicolor
+74,5.5436767589580445,3.5822774809242017,1.5909281874394223,0.33880898176584,Iris-setosa
+75,6.127430830725385,2.924795124338629,4.659683234805871,1.3027801519361888,Iris-versicolor
+76,6.167402125106934,2.2000002817092734,4.466152960378905,1.5009630019934546,Iris-versicolor
+77,6.253700537329216,2.700439489657928,5.520435591993787,1.7088782466792336,Iris-virginica
+78,6.3773245116105235,2.7056022784710474,5.286966213741628,1.8696849621619431,Iris-virginica
+79,5.381205247666166,3.0,4.469222703803162,1.495697509410581,Iris-versicolor
+80,6.811232111366775,2.811995544522333,4.814130227057914,1.4046803064222007,Iris-versicolor
+81,5.613820806667249,2.483334248834707,3.8178069609374115,1.0794657276739026,Iris-versicolor
+82,4.904556111568852,2.408295878176736,3.2912759268924754,1.07154666493413,Iris-versicolor
+83,5.327368193310925,2.4421047517049117,3.5150714960521072,1.0734136830109369,Iris-versicolor
+84,4.830046431286333,3.0,1.405753320885368,0.34169772222102607,Iris-setosa
+85,4.7942489757414615,3.0,1.3963698192848715,0.1,Iris-setosa
+86,6.119589297589222,3.0,4.60434907641522,1.3916982882719997,Iris-versicolor
+87,6.313321163371511,2.7090113223622376,4.893752296581927,1.7989900832550152,Iris-virginica
+88,5.100190877158049,3.455657584483891,1.3959616149702079,0.29880107266801764,Iris-setosa
+89,6.759114402710993,3.0,5.496907477959887,2.0795584231114304,Iris-virginica
+90,6.505105355139122,3.194958883729207,5.091769723606487,2.0036640263667382,Iris-virginica
+91,5.887643297201649,3.2019478669997206,4.7861033493482115,1.80270497691587,Iris-versicolor
+92,5.549823423725713,2.6697219793711784,4.435359619999209,1.2460405708816995,Iris-versicolor
+93,5.004401075259222,2.459126692496362,3.0376084192259345,1.0846028700695765,Iris-versicolor
+94,7.316332664610189,2.9257715406713607,6.261875331434843,1.8129106601937026,Iris-virginica
+95,6.860464069834689,3.102526277149599,5.097636533460533,2.2880563115193966,Iris-virginica
+96,6.708628071302147,3.0,4.988642052405998,1.7021668336496514,Iris-versicolor
+97,6.305501329966457,3.3888125059246255,5.620268755129425,2.4000544897359437,Iris-virginica
+98,4.498179593864723,2.296517461941628,1.2974600990570189,0.29878434877291177,Iris-setosa
+99,5.952921044961681,2.2,4.927949191121344,1.4663125644099229,Iris-virginica
+100,6.688290577907453,3.298707092469936,5.729374114356776,2.1213503358292467,Iris-virginica
+101,4.616815858227822,3.3965267231699547,1.4021078687232598,0.2949697575162722,Iris-setosa
+102,5.79624955352472,2.7776922916496254,5.114488041869465,2.394321081816483,Iris-virginica
+103,5.365357271671742,3.8565905064282795,1.66497831382956,0.4029299812353614,Iris-setosa
+104,5.49369599120418,2.5430290993726,4.079890619910737,1.163547731015512,Iris-versicolor
+105,5.132257130815691,3.5314544934727357,1.4039568576856134,0.29777671279381834,Iris-setosa
+106,6.527742078655829,3.1780513397027668,5.097426038482545,2.0007693070459647,Iris-virginica
+107,5.6262842590303,3.0,4.110366463922824,1.3381858060997998,Iris-versicolor
+108,7.325991825588578,2.904130519150802,6.327104254274751,1.803299530275955,Iris-virginica
+109,6.30961563459247,2.2988745565990953,4.381233337630388,1.3096902923721594,Iris-versicolor
+110,6.664222345486382,3.295378625783423,5.661818641840232,2.5,Iris-virginica
+111,5.360118127741931,3.8500274479690644,1.5960108993258184,0.2942704178503335,Iris-setosa
+112,6.482437284288765,3.0,5.798291525071537,2.2124952478333304,Iris-virginica
+113,4.903110099347205,3.093410799694827,1.4962937297044032,0.1,Iris-setosa
+114,4.814891207311263,3.0,1.404530113100222,0.26712473695936567,Iris-setosa
+115,5.121108656155769,3.79088480691432,1.4993304026380434,0.19876588007345608,Iris-setosa
+116,7.262828525122542,2.8938651565948477,6.283684627589963,1.7974224726071868,Iris-virginica
+117,6.688145842788387,2.5022530030499457,5.777423218911596,1.7980855119389731,Iris-virginica
+118,5.40150989623584,3.3939988561796626,1.6818160166499334,0.19743130711449797,Iris-setosa
+119,6.306134961036323,3.309736327471351,4.700883204809312,1.6063706068304038,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/12/test.csv b/iris/tab_ddpm/7_2/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/12/train.csv b/iris/tab_ddpm/7_2/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/12/val.csv b/iris/tab_ddpm/7_2/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/13/synth.csv b/iris/tab_ddpm/7_2/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..119f9395edc00dcc2ece9a125f97d355c63eec82
--- /dev/null
+++ b/iris/tab_ddpm/7_2/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.70277006506385,2.4639557075722722,4.959685471755646,1.9854006706518021,Iris-virginica
+1,5.600936780405904,3.0,4.092577660863683,1.2755126057455612,Iris-versicolor
+2,4.904344729698261,3.080002456255987,1.497672599628349,0.1,Iris-setosa
+3,5.907740931125035,3.0,5.111408777110099,1.7996439494160992,Iris-virginica
+4,5.674979791368599,2.470547357420414,5.008405003536237,2.022786498178182,Iris-virginica
+5,6.007288439521454,2.2000002852301197,4.99573030823972,1.4930831798002744,Iris-virginica
+6,5.098661553694682,3.517337829825032,1.3990804122424172,0.3068784588014249,Iris-setosa
+7,5.449849483866965,3.512712140540597,1.5230074119268036,0.35792242764284726,Iris-setosa
+8,4.504414874270014,2.2923994819770757,1.295356557405507,0.2937831381845229,Iris-setosa
+9,5.996258646488014,2.2000002847573072,5.006353413011696,1.4867885955535927,Iris-virginica
+10,6.645484227196521,3.2727574488204563,5.635047484589919,2.0708391324690965,Iris-virginica
+11,4.816975145747927,3.0,1.4018923481374708,0.10000009143721474,Iris-setosa
+12,6.463740729193789,3.0,5.535786657759651,1.7941582308392863,Iris-virginica
+13,5.108187647621093,3.4039939752390347,1.4994065035940727,0.19881542082546538,Iris-setosa
+14,6.281755751439596,2.2980766859581427,4.385203801694133,1.2800972942761808,Iris-versicolor
+15,6.108879901909061,2.790888579898527,4.698735774014726,1.184922793589429,Iris-versicolor
+16,5.6831750185847865,2.501481822603983,4.9901076243011975,2.000256541381067,Iris-virginica
+17,5.9783935905291985,3.0,4.761074962277297,1.7940267882211545,Iris-virginica
+18,4.400000484331835,2.8977869488931214,1.3900797492524506,0.198635750715036,Iris-setosa
+19,7.6870168926256355,2.6108802621256246,6.899998346682507,2.2881868695715144,Iris-virginica
+20,6.861444669158444,3.202481302892278,5.694317381338529,2.294138557487957,Iris-virginica
+21,5.367441436889121,3.6065999868712653,1.5252207302732517,0.2016986252678624,Iris-setosa
+22,4.807808280011767,3.0,1.4040835277167156,0.10000009711255053,Iris-setosa
+23,6.684160266796224,3.0,5.0112236354503334,1.7144663793256942,Iris-versicolor
+24,6.302197407326662,2.3363465433621107,4.4095099470175265,1.308060632379863,Iris-versicolor
+25,5.099616073210598,3.3025891330890023,1.6686841976466367,0.49687324990177834,Iris-setosa
+26,6.870965490176649,3.089256967728077,5.104285930761472,2.293046376870871,Iris-virginica
+27,5.2049473921186475,2.69906610471332,3.7923697598147847,1.4124182512052763,Iris-versicolor
+28,5.7482267748394165,2.6386260204296943,5.066666106224346,1.9326511629224732,Iris-virginica
+29,7.728046827375321,2.6035925442409757,6.899998847332561,2.3069337923131195,Iris-virginica
+30,6.28171379869698,2.702319867745914,4.904759378346312,1.8047596989654142,Iris-virginica
+31,5.116563647742607,3.5905672174077052,1.4079812908676639,0.33874431882231265,Iris-setosa
+32,6.224807589137769,2.200000448648237,4.529826982520788,1.530174108016081,Iris-versicolor
+33,7.702238046250828,2.5994103365263643,6.8999986563587035,2.2916153938560786,Iris-virginica
+34,6.680784815785483,3.3023499159319645,5.676228586814316,2.1034844192746,Iris-virginica
+35,4.7721641927364455,3.0,1.3957724394874107,0.2970090114835493,Iris-setosa
+36,4.904036036693111,3.115557915401181,1.575964583810875,0.1,Iris-setosa
+37,5.819072288262285,2.756799168664637,5.115172728066384,1.816493584496242,Iris-virginica
+38,6.3102483496802515,3.2916199949109726,4.707124004594492,1.612926607454693,Iris-versicolor
+39,5.780690015789488,2.7152735445697065,5.097384332107587,1.887723579115225,Iris-virginica
+40,4.808998918809653,3.0,1.3987378891131566,0.29212703287029707,Iris-setosa
+41,5.348711075960141,3.8659910432582842,1.6349322950139993,0.41152714619864617,Iris-setosa
+42,4.899265800017686,3.0,1.4020756117545896,0.19953311558226,Iris-setosa
+43,6.308502977123343,2.9090504238441737,5.627582133453877,1.7959836966623728,Iris-virginica
+44,4.493042855118557,2.299501499033298,1.2957106473349975,0.2981369115236373,Iris-setosa
+45,4.9038780694036035,3.080128425726851,1.5070936104073371,0.1000001098943422,Iris-setosa
+46,6.234652509676248,2.9088502518472743,5.4867208151743645,1.7994010455629188,Iris-virginica
+47,5.148036093194621,3.4025487517698494,1.4973305402274322,0.20047454399109244,Iris-setosa
+48,6.709918515384542,3.3011055851563347,5.689417221966221,2.104824536406371,Iris-virginica
+49,4.591357570980513,3.4046798834104104,1.4005896811597291,0.31150561021264345,Iris-setosa
+50,5.489535528901497,4.2,1.4028926960130261,0.20865288705284415,Iris-setosa
+51,5.893293046464339,3.0,5.09002695703168,1.7953843765640083,Iris-virginica
+52,6.160291179208888,2.2,4.501028791064192,1.4826941369149809,Iris-versicolor
+53,5.423394180776526,3.4098275530624576,1.7735514513039408,0.20283306436340195,Iris-setosa
+54,6.792987426775001,3.0,5.56415738253178,2.107248734647872,Iris-virginica
+55,6.723152041346247,3.316278815959021,5.69574858827954,2.1075713579214614,Iris-virginica
+56,5.929540022025851,3.0,4.284401000322209,1.4875874614332307,Iris-versicolor
+57,7.687751792011343,2.5944933182589507,6.9,2.3020002295450483,Iris-virginica
+58,6.54081931414192,3.0,5.455804751565995,1.8090445598326672,Iris-virginica
+59,4.838444502780182,3.0,1.403054883048858,0.2693222933687401,Iris-setosa
+60,5.779471362504993,2.68507655287671,5.099035523061346,1.9020103346506843,Iris-virginica
+61,6.630489847517567,3.203885491022696,5.114428738540191,2.0994110962355608,Iris-virginica
+62,5.992800164978669,2.2000002993085785,4.976844254853338,1.5068792801108903,Iris-virginica
+63,5.0781422892626065,3.6518308682407263,1.4998717102176737,0.3709011976623615,Iris-setosa
+64,7.242214977489334,2.885910350187307,6.266662114551767,1.7967561569477426,Iris-virginica
+65,5.261595322423913,3.729661302138246,1.5753749153721501,0.19932819786277833,Iris-setosa
+66,6.8332047952276245,3.1909050107951558,5.810717972427972,2.317641815792371,Iris-virginica
+67,4.4000005683298955,2.9084642749173413,1.3927081998752453,0.18886780242511209,Iris-setosa
+68,5.510994066819955,4.2,1.4056532108989899,0.21042972052932393,Iris-setosa
+69,5.5644918437362065,2.6733456412704646,4.255056867180226,1.2792087224436763,Iris-versicolor
+70,4.502345196391935,2.3105999535981634,1.3019428713952659,0.35230109325156966,Iris-setosa
+71,5.709058069420022,2.49138943964074,4.979893194923048,2.0032446396196613,Iris-virginica
+72,5.009873612653643,3.310865830816556,1.4058194223305702,0.19768969580796075,Iris-setosa
+73,6.108573402251708,3.0,4.592407215023991,1.3718394152314852,Iris-versicolor
+74,4.872008476204014,3.0608980223664815,1.4845046838916875,0.10000010621734745,Iris-setosa
+75,7.009450983423937,3.0,5.645037182880394,2.1019883276463758,Iris-virginica
+76,4.581074486849597,3.3474717752147023,1.393488793984751,0.2750473045981938,Iris-setosa
+77,4.600426764830502,3.2015889138218205,1.4028125145661368,0.21116707952943456,Iris-setosa
+78,6.295471560795224,2.5118511079605574,4.975119913184576,1.5100500262037988,Iris-versicolor
+79,7.708433393101513,2.635163299977052,6.9,2.295259517116956,Iris-virginica
+80,6.044550314049353,2.2000002759757855,4.989779077722775,1.533929033407642,Iris-virginica
+81,5.301737569227507,3.3912267814380974,1.6331562592526265,0.20013986106104584,Iris-setosa
+82,4.794300409544013,3.0,1.397926205024004,0.2952027518631624,Iris-setosa
+83,5.196336200156149,2.6641659877400836,3.959086868569759,1.3839769037963472,Iris-versicolor
+84,6.882510757196601,3.1473281550768304,5.776742981169817,2.2701474430998916,Iris-virginica
+85,6.906556745533425,3.0826826545995885,5.104489824474086,2.301274145261205,Iris-virginica
+86,4.921832023794621,3.085295917853093,1.4035806191876081,0.19624697587678042,Iris-setosa
+87,7.2960199856211885,2.910399181101408,6.311213961100676,1.800771407483458,Iris-virginica
+88,6.673374621257565,3.2891045562118055,5.692490721328826,2.5,Iris-virginica
+89,5.810978679343886,2.807832936173377,5.102576644760163,2.407366532891,Iris-virginica
+90,7.3085029867392555,2.903075289320285,6.330241681743605,1.7973947840281466,Iris-virginica
+91,6.315282492330463,2.701347711722032,4.966693559424673,1.796387579517195,Iris-virginica
+92,7.665221371308144,2.6150599239334755,6.899998554977318,2.296943603882349,Iris-virginica
+93,5.819398702742606,2.8141571381161072,5.093035297877321,2.392304860245866,Iris-virginica
+94,4.90225665479061,3.1243977782729386,1.4960755019249505,0.10000009381492858,Iris-setosa
+95,7.719723761639796,2.6053750778031097,6.9,2.3072402978578217,Iris-virginica
+96,7.7179933373931515,2.609608991399801,6.9,2.3168851832782678,Iris-virginica
+97,6.978158752054404,3.0662060409157714,5.875159857506175,2.2132208085568985,Iris-virginica
+98,4.901004379909225,2.4063995932331643,3.2466078463604258,1.0147025025553162,Iris-versicolor
+99,7.731053541156926,2.6287521361470687,6.9,2.3008808287761364,Iris-virginica
+100,5.811571647346014,2.8237277819563102,5.112252383048888,2.400693201940106,Iris-virginica
+101,6.213982045835305,3.273682529642144,4.7255806169110945,1.6535007616684536,Iris-versicolor
+102,6.8558429155573535,3.200172403467536,5.784002814613644,2.2964391753948648,Iris-virginica
+103,5.896697378692729,3.209867118099125,4.800158856748321,1.8008725438692803,Iris-versicolor
+104,7.053589766327179,3.003553592351292,5.773752280365124,2.167410928116489,Iris-virginica
+105,4.805801177366682,3.0,1.3989665515293548,0.32703403963746897,Iris-setosa
+106,7.08245532460087,3.0,5.807654702825011,2.1187056434624734,Iris-virginica
+107,5.218752409492877,2.6667961907602344,3.8882382864214393,1.3843620515875459,Iris-versicolor
+108,7.327353839473989,2.889064902469766,6.311140836080041,1.8110432319520553,Iris-virginica
+109,6.019543932193887,2.9224106073479916,4.437461837352153,1.5293876844641148,Iris-versicolor
+110,6.485713333613361,3.0,5.86413382697967,2.231568706115749,Iris-virginica
+111,5.831555542301266,2.808970474069203,5.1041039237264245,2.402325572961605,Iris-virginica
+112,5.622969543247236,3.0,3.9789962683722315,1.323687073281679,Iris-versicolor
+113,5.580645733631433,2.8710496130021648,3.594292770872038,1.255837209329475,Iris-versicolor
+114,5.835955355302324,2.8838590364298895,4.554237555361233,1.3321850585657449,Iris-versicolor
+115,5.1129049549017385,3.52378041334674,1.4007882754137122,0.30319356306078454,Iris-setosa
+116,5.4364218063828735,3.4074067513490323,1.7846897140532703,0.20113704090190762,Iris-setosa
+117,7.694908757047031,2.603363259722587,6.9,2.284615533025441,Iris-virginica
+118,5.021385652469691,3.4934494624444232,1.5996095485304191,0.42018899951867217,Iris-setosa
+119,6.555499713922352,3.0,5.521008883809045,1.799419908039071,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/13/test.csv b/iris/tab_ddpm/7_2/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/13/train.csv b/iris/tab_ddpm/7_2/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/13/val.csv b/iris/tab_ddpm/7_2/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/14/synth.csv b/iris/tab_ddpm/7_2/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a7aa1f72ced025a4be4d20c65861044c1074403
--- /dev/null
+++ b/iris/tab_ddpm/7_2/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5521066733192646,2.4421857197605847,3.8023845475430735,1.0885794970831908,Iris-versicolor
+1,6.399599476062109,2.908751690196069,4.316314917455613,1.3039206695997656,Iris-versicolor
+2,5.951902883983666,2.6935077003383188,5.080391206940417,1.5559245922862026,Iris-versicolor
+3,6.148927770240162,2.2,4.406444632563316,1.4917204623208549,Iris-versicolor
+4,5.510322246565132,2.9107881957975077,3.703927341338896,1.3700039894768112,Iris-versicolor
+5,5.006737352802545,3.2043602821667627,1.2,0.19999483279767738,Iris-setosa
+6,6.510534838188359,3.0,5.507603534741542,1.8014644063387262,Iris-virginica
+7,6.135954319186294,2.6033790337088765,5.59173899475704,1.4346878586705873,Iris-virginica
+8,4.601033604093202,3.1843889919227664,1.3990623888123996,0.1970448769848006,Iris-setosa
+9,5.017585405831168,3.3267402628152376,1.4059020213779116,0.2040716892132272,Iris-setosa
+10,7.9,3.799939071035567,6.404114345609285,2.0179806703221916,Iris-virginica
+11,6.315537325518914,2.7121645232666762,4.949729261578364,1.798649930158321,Iris-virginica
+12,5.793370987666278,3.0,4.294887772712899,1.366032042538897,Iris-versicolor
+13,5.0080588557900265,3.308103229717109,1.4073075493653386,0.2022020155606038,Iris-setosa
+14,5.577236921278219,2.4971680660619353,3.8819873767720514,1.083471921916992,Iris-versicolor
+15,4.892055915184709,3.0,1.3987536894764943,0.19245062576669203,Iris-setosa
+16,7.310113120465012,2.90970588182401,6.294154274123728,1.7946737613785941,Iris-virginica
+17,6.162554746069182,2.2000003171259683,4.451011873791127,1.4820398683480978,Iris-versicolor
+18,6.603395315288737,3.2051113135785902,5.088872900726201,2.0773755827695486,Iris-virginica
+19,6.526343208443511,3.0,5.5289044637231,1.8041301638201548,Iris-virginica
+20,6.713843542482341,3.302286132734744,5.698264052340551,2.1075342029983917,Iris-virginica
+21,4.8694237416368775,2.3882867557957526,3.218912986185156,0.9991973247797612,Iris-versicolor
+22,6.191365864196193,2.2000003072628918,4.498835758947754,1.4957549433132353,Iris-versicolor
+23,6.75016871764567,3.0,5.008381105740734,1.7004645071333828,Iris-versicolor
+24,5.415430003497758,3.4095827330041804,1.561784569120606,0.42165552680463025,Iris-setosa
+25,6.299496243838858,2.3075464865440694,4.4145773132801915,1.3016426413365227,Iris-versicolor
+26,6.565276177193578,3.117889591733348,5.266265053376006,1.962299214479136,Iris-virginica
+27,6.008482592246102,2.7033300747553204,5.100686132126738,1.6033220393107817,Iris-versicolor
+28,6.6905894186712,3.2951058516437715,5.774925160029867,2.0878649973313546,Iris-virginica
+29,6.10801701431492,2.807849904849439,4.710474628144689,1.1925808215784077,Iris-versicolor
+30,6.781617998394664,3.0,5.534674450679041,2.111398268198205,Iris-virginica
+31,6.710292169712896,2.5131388231306526,5.812137790666979,1.8039792338917213,Iris-virginica
+32,5.7390714394962865,2.5648082508354326,5.0422295920784865,1.9508234719937807,Iris-virginica
+33,6.483962119360673,3.0,5.427978601790822,1.801419527853106,Iris-virginica
+34,4.597112522854374,3.2116718983227925,1.398265560951331,0.19831025966250765,Iris-setosa
+35,6.713554888982824,2.4852064010690604,5.766918229024171,1.8029908395447156,Iris-virginica
+36,6.299987575858341,3.3000631114987664,4.691439302839952,1.5954301383193845,Iris-versicolor
+37,6.794292002490419,2.8042509569107716,4.819064854211313,1.4262469112068934,Iris-versicolor
+38,6.87276273749913,3.2075058654923216,5.744452082802147,2.3058485339162353,Iris-virginica
+39,6.809892578067484,3.102397770461677,5.106299830785452,2.3267441252320102,Iris-virginica
+40,5.033014706665995,3.2069391415160604,1.2000002331064552,0.19864205324339024,Iris-setosa
+41,6.519049583850609,3.0,5.570407048374982,1.798846829463478,Iris-virginica
+42,4.8810117228666705,3.0825296391970585,1.7277016986619056,0.1,Iris-setosa
+43,5.95250226834328,2.2,5.001395661832338,1.491835273760085,Iris-virginica
+44,5.383515157574247,3.8840775772661673,1.689280638877853,0.3925848195496676,Iris-setosa
+45,5.501286582597448,2.57542988286416,4.357941823346226,1.162462236497113,Iris-versicolor
+46,6.312807159273978,2.3039106306998463,4.428999287983314,1.3068000070375132,Iris-versicolor
+47,6.919075035302291,3.0,5.610570554942287,2.0891560828898808,Iris-virginica
+48,6.9073996787642695,3.1039825166535633,5.107880176968104,2.297210173901907,Iris-virginica
+49,5.981200732153349,2.2000002923128896,4.968926784363685,1.5266282821402481,Iris-virginica
+50,4.595443160798233,3.398565618008853,1.3968005645401942,0.29778692493824377,Iris-setosa
+51,4.584746136788499,3.41548223835157,1.4024544000700445,0.3214149778318885,Iris-setosa
+52,4.501738950299226,2.3053820781867946,1.307578894494446,0.29651259088793713,Iris-setosa
+53,6.1731201611201705,2.835403039824747,4.675209222985867,1.2049620479465348,Iris-versicolor
+54,4.597934692846759,3.416429393138216,1.4004674509832433,0.2918514012676243,Iris-setosa
+55,5.465967450090253,4.2,1.4096431364634834,0.19929943120222737,Iris-setosa
+56,6.033879050741682,2.7960145700993895,4.675690848588991,1.1757190916975222,Iris-versicolor
+57,6.497105390532966,3.0,5.80199085526001,2.2077940073443814,Iris-virginica
+58,4.988699515823574,3.2997150384454663,1.4046583970059283,0.20058503035708644,Iris-setosa
+59,5.491154843775278,3.5457356908716657,1.668060541001981,0.33354561305040764,Iris-setosa
+60,6.4515259033786965,3.0,5.499712221783388,1.796582854005961,Iris-virginica
+61,6.012157236282404,3.0,4.771525730242602,1.8018475777438503,Iris-virginica
+62,6.781161891702776,2.810856400504398,4.8067213716180195,1.3967870913840867,Iris-versicolor
+63,5.372473632704587,3.0,4.423672278924599,1.492468094731347,Iris-versicolor
+64,5.899877991894996,3.2046686287703072,4.786356962681019,1.8046417793440537,Iris-versicolor
+65,5.593871160485643,2.5348663027627776,3.9428315609214617,1.1218464675504993,Iris-versicolor
+66,6.267053125084799,2.8792908290942076,5.4952154532540485,1.807623739809085,Iris-virginica
+67,6.70432840232041,3.2996528901852993,5.725131189039853,2.093804557254727,Iris-virginica
+68,5.519477423514147,2.4527566675241963,3.862424357072838,1.1073389081958096,Iris-versicolor
+69,6.723153534285682,3.3009165638238436,5.697363421775974,2.5,Iris-virginica
+70,7.685335013217293,2.599048009980512,6.899998857928075,2.300579734322241,Iris-virginica
+71,5.499347996738161,2.3875213744904156,3.8095895801709743,1.1068523528691538,Iris-versicolor
+72,6.175151892769283,2.2,4.482644556184981,1.5105309962589248,Iris-versicolor
+73,4.8862850331931815,3.09115887009744,1.5467734992074118,0.10000009894712306,Iris-setosa
+74,7.481712468079627,2.8458056006196975,6.752045610143548,1.9272092846395918,Iris-virginica
+75,4.942590673091152,2.4221664879894353,3.1426996148133375,1.0711515254173098,Iris-versicolor
+76,4.492419163984335,2.2836488675683184,1.3074674537070992,0.29090021227727497,Iris-setosa
+77,4.601365819366129,3.396488301885401,1.401405942661548,0.30356097178162855,Iris-setosa
+78,4.815540631299695,3.0,1.4376528578009546,0.1,Iris-setosa
+79,6.822946195137714,3.183147996191637,5.840806729667615,2.295637937801929,Iris-virginica
+80,5.115970768453935,3.8362494898664483,1.607729473429669,0.20736002613155374,Iris-setosa
+81,4.987883636489837,3.200229017405586,1.2,0.20207384791363395,Iris-setosa
+82,5.595614620483433,2.7035493127004555,4.13108217957722,1.2905353537546045,Iris-versicolor
+83,5.928326280620471,3.0,5.095506923739815,1.798665638246927,Iris-virginica
+84,4.9058813402651715,3.095140465609066,1.6492228684897223,0.10000009940944077,Iris-setosa
+85,5.9019173359281,3.0,4.225643574213286,1.5175992155780225,Iris-versicolor
+86,6.9784494000028365,3.0,5.7119649516610576,2.1200311639622105,Iris-virginica
+87,4.862197950982974,3.0,1.4050329683017513,0.1,Iris-setosa
+88,4.4,2.8739798961514986,1.407997807728449,0.20256623353496656,Iris-setosa
+89,5.962883086908302,3.0,4.316835053303874,1.5424497228722749,Iris-versicolor
+90,5.712523520017605,2.4822842077461185,4.939713851418804,2.001342012998073,Iris-virginica
+91,6.270982432438039,3.401159895637664,5.599748671485377,2.3999445976275515,Iris-virginica
+92,5.558714986047528,2.5818646127508846,3.9825544347751904,1.1891256762298317,Iris-versicolor
+93,4.587521175457022,3.400328436101128,1.4019358233181407,0.29192596523175485,Iris-setosa
+94,6.01862212793049,3.0,4.458579903027907,1.5061952435639967,Iris-versicolor
+95,5.091062750192212,3.6849045625512415,1.6868620929008635,0.36100486673947935,Iris-setosa
+96,6.315211964062679,2.291601899714009,4.419177977648528,1.2922533181858906,Iris-versicolor
+97,6.581145547579878,3.002224298052867,5.87031939973722,2.240673874948217,Iris-virginica
+98,5.996510757602368,2.704658062645418,5.105220086909196,1.6035416188656386,Iris-versicolor
+99,7.296337519826229,2.892384997168196,6.286389598322314,1.7982046776271403,Iris-virginica
+100,4.904142378809801,3.115580068043732,1.5586904951919698,0.1,Iris-setosa
+101,5.351622078800152,3.87467392003359,1.729382691361294,0.3920074658973276,Iris-setosa
+102,5.353622979391728,3.3912768865938863,1.6316497204759122,0.19621743380228746,Iris-setosa
+103,5.4246783051673795,3.0,4.486509889662343,1.4799989378676888,Iris-versicolor
+104,6.505405737538026,3.1932972267478714,5.098811072782554,2.0111187880272876,Iris-virginica
+105,6.739694121217717,3.0,5.513384545362429,2.1182790715379745,Iris-virginica
+106,4.823979137075176,3.0,1.386517200348241,0.28818556919021254,Iris-setosa
+107,4.885346904381364,3.109108575223465,1.4871657299535939,0.1,Iris-setosa
+108,5.218630460981227,2.6778504336503666,3.8767248909423477,1.3838417164128614,Iris-versicolor
+109,5.9083727153182934,3.188133594889518,4.780501179604348,1.7955166899545336,Iris-versicolor
+110,5.655399902111545,2.9239901649844904,3.853507630140788,1.312605868240129,Iris-versicolor
+111,6.573672139079338,3.0,5.882161548225988,2.177278990976172,Iris-virginica
+112,6.957898004101031,3.0,5.6357274788110345,2.102644488712392,Iris-virginica
+113,4.756718164341583,3.4109418276775596,1.4044999577315658,0.29240540398331577,Iris-setosa
+114,5.135633478635461,3.74650033665564,1.498081415368213,0.20736080642928392,Iris-setosa
+115,5.13080122393929,2.667156675045705,3.8023019491117953,1.3941193735243629,Iris-versicolor
+116,4.635765680306369,3.3711218512635623,1.407887689687693,0.28486318583030246,Iris-setosa
+117,4.578176431709463,3.2893182358745965,1.3886153385527271,0.2398015457898777,Iris-setosa
+118,6.548277310917654,3.181355835414844,5.102811577044606,2.0350352676815837,Iris-virginica
+119,5.809485433164027,2.8061941918798423,5.09071130436067,2.407433234510972,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/14/test.csv b/iris/tab_ddpm/7_2/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/14/train.csv b/iris/tab_ddpm/7_2/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/14/val.csv b/iris/tab_ddpm/7_2/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/15/synth.csv b/iris/tab_ddpm/7_2/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51c2e249457e6c32e8e3a16da0f49ad2811c2d85
--- /dev/null
+++ b/iris/tab_ddpm/7_2/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.638554939560412,2.7391836112774586,4.4686863513195725,1.2710379398191858,Iris-versicolor
+1,6.323353102087581,2.887996011803556,4.286404952868539,1.297673090427777,Iris-versicolor
+2,5.607061133642477,3.0,4.208382568275006,1.349962998356314,Iris-versicolor
+3,6.216558630852143,2.2000002855288057,4.543121590510908,1.4755451683700234,Iris-versicolor
+4,4.789174125612306,3.0,1.389348934689885,0.10000009144863158,Iris-setosa
+5,5.572483151417572,2.673178185245113,4.2830231784580715,1.2888008267265445,Iris-versicolor
+6,5.946527606585435,2.998164703850467,4.429856304792282,1.5258819155351435,Iris-versicolor
+7,6.155598112564122,2.2,4.457038946448102,1.4951929495779503,Iris-versicolor
+8,6.798248487327269,3.0,5.4931772460873916,2.0948494706143617,Iris-virginica
+9,7.692424429560249,2.5895553198086967,6.9,2.2948756069560354,Iris-virginica
+10,5.0688327525201196,3.5838672280679624,1.4999085671890589,0.43871680337820385,Iris-setosa
+11,6.274716714707655,2.7283176875152013,4.847644676722084,1.8013275331012684,Iris-virginica
+12,4.88202503121725,3.0955527048206357,1.4965829701845539,0.1,Iris-setosa
+13,6.813415723959505,3.1970061892746835,5.877788190538872,2.281363065865496,Iris-virginica
+14,7.899995610064912,3.6257499182316155,6.439786054991959,1.9521174047502658,Iris-virginica
+15,5.030487051722994,3.3638581767212954,1.3881155514390642,0.22245036978998442,Iris-setosa
+16,6.1867982602785005,2.200000278332683,4.474553850560026,1.4741470181746388,Iris-versicolor
+17,6.353661474495748,2.6945737882119953,5.02872188261937,1.817554018890381,Iris-virginica
+18,6.416566938773565,2.696093110282448,5.280073062925364,1.8949695511623932,Iris-virginica
+19,4.905757613108987,3.0973753471805057,1.5021370250170265,0.10000009759180446,Iris-setosa
+20,5.650424593032865,3.791211175755149,1.843970557470484,0.3664219728891508,Iris-setosa
+21,5.993498414930808,2.7085066598134206,5.086828216014253,1.5864679974892555,Iris-versicolor
+22,5.6284063538115,2.6703748027637566,3.978541203463771,1.2819384124691953,Iris-versicolor
+23,7.9,3.786730441865665,6.398681350185758,2.006783914086157,Iris-virginica
+24,6.296117302050961,2.671974222785359,4.90216110951085,1.79411486797132,Iris-virginica
+25,5.513683187375967,2.3890959023895904,3.7372623179793187,1.1167298863934978,Iris-versicolor
+26,4.987618019046597,3.2942017601275047,1.403570099403641,0.1979554147539047,Iris-setosa
+27,5.89988887514733,3.0,4.534674870306672,1.5084279556540152,Iris-versicolor
+28,6.907195315979813,3.172549060553872,5.708254908637822,2.2930466207643927,Iris-virginica
+29,5.85857271986731,3.2100030263699986,4.77121047524799,1.8086040440846491,Iris-versicolor
+30,6.7914308828806345,2.812259444521554,4.794724942225661,1.3952949228668023,Iris-versicolor
+31,4.503922686446819,2.2994563113261535,1.302878446599788,0.3266408530832725,Iris-setosa
+32,5.379091629459674,3.908367435511042,1.606547731969511,0.3823643314438627,Iris-setosa
+33,4.89634743540884,3.115584871986046,1.4948130975861698,0.10000014424479486,Iris-setosa
+34,6.707751089614264,2.4901624900424446,5.814538590719857,1.8056135197090715,Iris-virginica
+35,5.000265984446237,3.2001578801549266,1.2000002307409392,0.19476498580968366,Iris-setosa
+36,5.015015740325878,3.3208083490329523,1.3997643103765718,0.20261455925770638,Iris-setosa
+37,7.165672887065009,3.0,6.006549404432736,2.047176278671378,Iris-virginica
+38,5.163814506542871,2.6771661803849467,3.862997030837073,1.4150840816113857,Iris-versicolor
+39,6.493188135767931,3.0,5.483114991159916,1.803030354745578,Iris-virginica
+40,4.90153570516952,3.0,1.3924119421609682,0.20368425124773748,Iris-setosa
+41,4.8852270582078905,2.3974942179217886,3.4823270443078504,1.0189616687083771,Iris-versicolor
+42,6.110148239093978,3.0,4.60837993725574,1.4154708480748734,Iris-versicolor
+43,7.713421121951274,2.615180580149326,6.899998837992014,2.2987891646241905,Iris-virginica
+44,6.700881286186936,2.5140776440537396,5.841628504538844,1.806104371346134,Iris-virginica
+45,6.818476024233088,3.191495035219346,5.677975651028701,2.2867422607264247,Iris-virginica
+46,6.398673706699907,2.904264449449164,4.304894379410641,1.3180526736816063,Iris-versicolor
+47,5.811068495689573,2.7996125540534544,5.1068954548065175,2.397049283763345,Iris-virginica
+48,6.734847502442507,3.271566520443096,5.683135061335801,2.1567446415893214,Iris-virginica
+49,5.001126184082902,2.4480815954224786,3.123639477031004,1.0609807596941574,Iris-versicolor
+50,7.683926886927878,2.619539489333153,6.89999882656513,2.2993168057818054,Iris-virginica
+51,4.9253696376895215,2.4147026242289744,3.3354022401103856,1.085654133349231,Iris-versicolor
+52,5.437318639410952,3.4095455574335904,1.6603840598749529,0.20277331151445727,Iris-setosa
+53,7.69528850033485,2.610164008675085,6.9,2.3106979344521346,Iris-virginica
+54,5.490416268688054,4.2,1.3870321347201489,0.19587009841242065,Iris-setosa
+55,4.635604454818492,3.4031619433289113,1.401895327212946,0.2976731608833077,Iris-setosa
+56,6.117513067505328,3.0,4.590158045844919,1.4022096381536335,Iris-versicolor
+57,5.399692275894986,3.3993434807168166,1.699899582560023,0.19974152517433888,Iris-setosa
+58,5.566106010798364,2.5239497689068107,3.992475559662357,1.1256889023896228,Iris-versicolor
+59,6.896300299556625,3.0964470537179736,5.098201190865319,2.3057656672085343,Iris-virginica
+60,5.604760217842283,2.5463112159487813,4.073437742760874,1.1405003074977715,Iris-versicolor
+61,4.900025908699742,3.101253949715301,1.5996509864802975,0.10000009906069557,Iris-setosa
+62,5.810192199257538,2.78502460659382,5.123818113523903,1.8741287326351184,Iris-virginica
+63,6.70449627100398,3.2923186793001893,5.696277949759085,2.107692048640099,Iris-virginica
+64,5.703657631126107,2.4818061318950693,5.008531869598351,2.01388372486083,Iris-virginica
+65,5.986844014579515,3.0,4.75677509253929,1.801489560743393,Iris-virginica
+66,6.8833972083420445,3.1876366242072214,5.8280461882386865,2.2858050410624373,Iris-virginica
+67,6.641329301094649,3.2663135827678755,5.608433413194123,2.0785850851416052,Iris-virginica
+68,5.415455329955849,3.400672160014506,1.7186334728779906,0.19937584007920842,Iris-setosa
+69,5.619166781302857,2.941951674959109,3.715708494859488,1.3272722410364501,Iris-versicolor
+70,6.101641831050139,3.0,4.559416478017937,1.3973768042162171,Iris-versicolor
+71,6.022756441067615,2.693990117285321,5.1100410008739745,1.6058580888214227,Iris-versicolor
+72,7.710106210864897,2.6009813230105254,6.9,2.3017220447281894,Iris-virginica
+73,6.281926984235977,2.300976287598629,4.378874086649027,1.3000970834294896,Iris-versicolor
+74,6.302636321632418,3.401598956586908,5.599045636249065,2.4038653039062297,Iris-virginica
+75,6.721671972801047,3.3096291034458685,5.673429002224243,2.5,Iris-virginica
+76,4.5928811995165,3.406658489618922,1.3994104189353058,0.3713596377569448,Iris-setosa
+77,5.662921618581278,3.0,4.230946255356775,1.356343747503749,Iris-versicolor
+78,7.246105779258072,2.891624647095015,6.267269257231788,1.808474400576609,Iris-virginica
+79,6.694225459530949,3.0,4.987450552646977,1.7181887630580526,Iris-versicolor
+80,4.9011371288120875,3.112267628740163,1.518969573320018,0.1,Iris-setosa
+81,6.647032421864593,2.533940100391434,5.676372037337717,1.814436717154035,Iris-virginica
+82,6.782232706211329,3.0,5.433230329141213,2.106472945675214,Iris-virginica
+83,6.313325711874491,2.464010782724158,4.826054192683442,1.4846172999580363,Iris-versicolor
+84,5.406525512582357,3.0,4.492267747490892,1.4884008137845026,Iris-versicolor
+85,6.312697400248152,3.3934311449288495,5.622221871486117,2.389191956220246,Iris-virginica
+86,6.713041696987194,3.297824633386709,5.688723733145701,2.104932851255879,Iris-virginica
+87,5.4633705651359294,4.199999073952659,1.3835781929689028,0.19599629220966536,Iris-setosa
+88,6.026910777220134,2.2000002873116165,5.004719343877169,1.5165440060086446,Iris-virginica
+89,6.022377538534921,2.6979770422026648,5.1086370245281625,1.6107029500972434,Iris-versicolor
+90,6.695617793771451,3.0,4.985791753218975,1.6920561049161351,Iris-versicolor
+91,6.9134163007257445,3.0,5.722213227128863,2.1014710652074267,Iris-virginica
+92,5.449804475274908,3.9053688290770605,1.7298045146984804,0.3969407008010938,Iris-setosa
+93,6.446589164649408,3.0,5.487643354283465,1.809915819369069,Iris-virginica
+94,5.006518304538297,3.221642900720652,1.2000002594518653,0.19938938033077083,Iris-setosa
+95,5.50820919611246,4.199999178899405,1.4035730546471694,0.19735971605342345,Iris-setosa
+96,4.635004621072887,3.3288505654610376,1.4001161102611834,0.2677190944512642,Iris-setosa
+97,5.557351774176636,2.464747547153522,3.881175695907463,1.1213722354518776,Iris-versicolor
+98,5.505161211131044,4.199999273441103,1.3987224262463525,0.2031073319623446,Iris-setosa
+99,4.601034623482114,3.1543585769567892,1.4055873609775538,0.2018098038240906,Iris-setosa
+100,5.827736235447495,2.805513566076138,5.10892587396563,2.3794109399564674,Iris-virginica
+101,5.635745428470034,2.716288402175862,4.147652790371132,1.3050169860392236,Iris-versicolor
+102,6.335190325796295,2.4463860494484195,4.839899910441632,1.4596511658291904,Iris-versicolor
+103,5.9974840247959,2.705843521854035,5.075352136738915,1.5854866744385248,Iris-versicolor
+104,5.491671331276417,4.19999925360157,1.4007756846559478,0.19434698672740397,Iris-setosa
+105,6.047071508964805,2.8642731237140593,4.594805392316492,1.5124647302928298,Iris-versicolor
+106,6.82192312836388,3.1956283032258384,5.793064837398616,2.3029931773225454,Iris-virginica
+107,4.989818105711298,3.2217658024042675,1.2,0.2007102546220604,Iris-setosa
+108,4.905336990891695,3.105965370586,1.5754253075333648,0.10000010726913762,Iris-setosa
+109,6.786483853401456,3.2003116360633537,5.937296426380837,2.303433183795394,Iris-virginica
+110,6.392324218363893,2.886135142268046,4.260249532142701,1.2834987526807349,Iris-versicolor
+111,5.794424278479523,2.8117932103408134,5.09271125232367,2.401881079474618,Iris-virginica
+112,7.160673792217803,2.9618225438102486,6.128870372014596,1.9623063986393394,Iris-virginica
+113,6.308797796739539,3.3068283996064625,4.726638812013493,1.6082218376496604,Iris-versicolor
+114,5.547902521928419,2.4748197298652834,4.047331050689188,1.0747249011758648,Iris-versicolor
+115,5.439798023654779,2.368369747749455,3.714723938254321,1.0970226554438014,Iris-versicolor
+116,6.9010862647370095,3.0,5.5459277357665915,2.1234505821207237,Iris-virginica
+117,6.106216640517599,2.600422857727511,5.634714790818746,1.39448908324229,Iris-virginica
+118,5.0847563362663895,3.633057371629084,1.4991642510435086,0.45128682890512284,Iris-setosa
+119,4.497941835163817,2.306871154236428,1.302190744852526,0.3050907087125642,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/15/test.csv b/iris/tab_ddpm/7_2/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/15/train.csv b/iris/tab_ddpm/7_2/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/15/val.csv b/iris/tab_ddpm/7_2/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/16/synth.csv b/iris/tab_ddpm/7_2/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a36e90db45699123e43d1461503824cbb68605c7
--- /dev/null
+++ b/iris/tab_ddpm/7_2/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.899435335008111,3.0,1.3925472131367336,0.19478822743894836,Iris-setosa
+1,5.403379617791837,3.0,4.489551500461196,1.5213848408256674,Iris-versicolor
+2,6.706360450501287,3.105782110011671,5.865238602492495,2.272421731956326,Iris-virginica
+3,5.97072020383907,3.0,4.259738628250176,1.4889400208721562,Iris-versicolor
+4,6.678307818130755,3.2731845960547012,5.683040274518344,2.1067333944958073,Iris-virginica
+5,6.085716838891499,2.6045903018078547,5.606063049486382,1.404652413729786,Iris-virginica
+6,6.68050071504442,3.0,5.008092802735658,1.707748619933322,Iris-versicolor
+7,5.414912411547817,2.3758992196281623,3.758997114157594,1.1120734058361321,Iris-versicolor
+8,5.000042850879587,3.4097577511075112,1.504245012000209,0.4857479212479853,Iris-setosa
+9,5.180414070759851,3.402411873054655,1.495501576388842,0.2033685161533064,Iris-setosa
+10,4.982133220954626,2.440120707032119,3.0329896459654835,1.0168500244173102,Iris-versicolor
+11,6.298124110562834,2.6992989744304587,4.8912030777317295,1.792560053563198,Iris-virginica
+12,6.020513414707546,2.2000003249360867,4.957032282012498,1.5020646008188294,Iris-virginica
+13,5.593376324333064,2.997372184493302,3.882116009684787,1.2953422976597306,Iris-versicolor
+14,4.886912644022987,2.3882310361278947,3.2338529573117123,0.9426817998885624,Iris-versicolor
+15,5.018320360027982,3.3047897543612876,1.401851304626755,0.20013737256219624,Iris-setosa
+16,6.00277890178356,3.0,4.7972947147355995,1.7960677077943843,Iris-virginica
+17,5.775556965334019,2.784291502072876,5.098742765738279,2.3789995517571167,Iris-virginica
+18,5.575090628528262,2.6870874819643786,4.226290216947876,1.2902136095387686,Iris-versicolor
+19,4.4,2.8984719904221543,1.394458817907681,0.1962307474066034,Iris-setosa
+20,5.590611385549813,2.4703419720067226,3.7811725646458516,1.105361066669927,Iris-versicolor
+21,4.930674895965935,2.4261226279174086,3.359721241003536,1.0513581393965192,Iris-versicolor
+22,5.1210789322116925,3.6586829579673363,1.499294071127606,0.42674640652895335,Iris-setosa
+23,6.393523790674629,2.6997445705531873,5.303603619433775,1.8864337845237025,Iris-virginica
+24,5.433535466192799,3.4633042885754795,1.603498929908343,0.20252648950351004,Iris-setosa
+25,5.83912804963543,2.9944205724949775,4.066456137825344,1.4494417670215856,Iris-versicolor
+26,4.400000485587976,2.910760288551454,1.3916518857466564,0.19706407528549974,Iris-setosa
+27,6.822405325715952,2.8144169130348153,4.784271913417335,1.3942084678048134,Iris-versicolor
+28,4.914225932809589,3.0,1.3968279902521195,0.19417615598382543,Iris-setosa
+29,6.695051484602662,3.24028641034746,5.666382555469813,2.1633538935585874,Iris-virginica
+30,6.004102071113895,3.0,4.803506424158194,1.8059663187407948,Iris-virginica
+31,4.888115698070143,3.105885537943807,1.5698835683245842,0.10000012858987956,Iris-setosa
+32,4.400000482798128,2.9118931768372893,1.3954511151614895,0.2009200568021255,Iris-setosa
+33,6.796762381257256,3.196051539635429,5.836987531548031,2.2876471668429943,Iris-virginica
+34,5.855586916037498,3.0,5.102545202977953,1.7956022271201544,Iris-virginica
+35,5.485805298525391,2.5827765016016127,4.347473600514878,1.1840039597720342,Iris-versicolor
+36,6.691030186373229,3.2832199852785875,5.6846646235422496,2.4999993814365036,Iris-virginica
+37,4.987479713628839,3.204254032644241,1.2000001867543935,0.19749054117542775,Iris-setosa
+38,4.818095590468876,3.028782886655442,1.4407612888885155,0.10000009782124986,Iris-setosa
+39,5.0966915965366795,2.4657043801882494,3.302731220079817,1.1238385179901802,Iris-versicolor
+40,5.117690865179629,2.4961315784642846,3.1151737297830304,1.1072790774943424,Iris-versicolor
+41,5.615540091426966,2.8651914395971634,3.6212210835092034,1.3118639621244084,Iris-versicolor
+42,6.539474513789277,3.0,5.712716056625999,2.1922708126599373,Iris-virginica
+43,6.796277771501923,3.180247705393324,5.8745972013293715,2.294754014754371,Iris-virginica
+44,7.9,3.7195508232931225,6.410788044071774,2.0342195830427783,Iris-virginica
+45,6.099071874239066,3.0,4.600810609433422,1.4186591298980555,Iris-versicolor
+46,7.89999884035638,3.8050737671954904,6.4848735950485725,1.9754591432391,Iris-virginica
+47,5.006694322653179,3.4040294664332733,1.5666416260864557,0.3879562442994714,Iris-setosa
+48,5.502336434738562,2.435296912615135,3.9688138879284978,1.1125358676849395,Iris-versicolor
+49,5.227227330878723,3.3422200770753414,1.621460398554133,0.48385062774551113,Iris-setosa
+50,6.2767503031179075,2.89503839909803,5.5931527721521235,1.7931155920186346,Iris-virginica
+51,5.998236650456285,2.2000002981775446,4.987225018926021,1.4665447473209543,Iris-virginica
+52,4.9971018340702615,3.294948289825834,1.3894960684555995,0.19794411369561146,Iris-setosa
+53,5.739693776697384,2.593907173286673,5.04075974050068,1.94399389147104,Iris-virginica
+54,5.567297471385983,2.518694497429775,3.8926611819863357,1.1031339118766952,Iris-versicolor
+55,6.716962611713245,3.0,5.010156297917897,1.7066893214178813,Iris-versicolor
+56,5.7575103121594005,2.7956579038791136,4.491665936922612,1.3095486942193224,Iris-versicolor
+57,6.044492450661869,3.2540964706030273,4.792775111362149,1.7446877993980723,Iris-versicolor
+58,6.016434733500934,2.2,4.997729161608955,1.507865994529792,Iris-virginica
+59,5.881326590913185,3.0,5.094832691512968,1.7973631323430288,Iris-virginica
+60,6.799848947896679,3.0,5.5074098724667495,2.0970789167677095,Iris-virginica
+61,5.446306663932643,2.404618212456135,3.7010598554192544,1.085921781018081,Iris-versicolor
+62,6.715538236405226,3.299834578405505,5.681724563354506,2.5,Iris-virginica
+63,5.800658559023613,2.709048485005774,5.103493357812446,1.8744061068458457,Iris-virginica
+64,6.4707234164909195,3.1771631480551865,5.087465908261825,2.017070743865796,Iris-virginica
+65,4.9872303236788,3.2072759569693354,1.2000001965476768,0.1923815914960924,Iris-setosa
+66,5.021310056994246,3.3202998361527376,1.4046882969676961,0.2014588257122317,Iris-setosa
+67,6.280700715600593,3.298728949776635,4.692194014236864,1.5648385307235204,Iris-versicolor
+68,6.316354420114587,2.712366642790613,4.8370241800104745,1.7925654793537036,Iris-virginica
+69,6.715897158822916,2.5324024464722106,5.869938738273565,1.7998593298955945,Iris-virginica
+70,5.084775055107176,3.3976952038178796,1.5090550510507406,0.20496519742606895,Iris-setosa
+71,6.241052096593363,3.416787368300484,5.624656947056172,2.402552649494971,Iris-virginica
+72,5.137227803712186,3.764035195972803,1.6889152416166924,0.19900153591116088,Iris-setosa
+73,5.458815660370036,2.403341012226612,3.6970635163876726,1.0978938101660987,Iris-versicolor
+74,5.569377125863128,2.4957404873445297,3.894590819112534,1.1080159348047713,Iris-versicolor
+75,4.907857308448669,3.0936093288711444,1.5634962799438035,0.1,Iris-setosa
+76,6.652913496783668,3.0,5.790016082873544,2.1917594258715494,Iris-virginica
+77,5.440585472307834,3.401206836166162,1.750601580251604,0.20993971765744504,Iris-setosa
+78,5.815520014648935,2.805233107274446,5.107477480350086,2.394353102005704,Iris-virginica
+79,5.78049352519041,2.6722520171842854,5.079306914744118,1.862185799391855,Iris-virginica
+80,4.905151979257124,2.413270390243932,3.230799285019328,1.0207736689231997,Iris-versicolor
+81,6.750804338830366,2.827550709117482,4.797364336383196,1.4200850487626373,Iris-versicolor
+82,7.9,3.838414779302391,6.391347367245657,2.007865779689401,Iris-virginica
+83,4.991938236124898,3.292590737520935,1.4012145557502673,0.20257913812450046,Iris-setosa
+84,5.131565802912564,3.5464753408787986,1.400467987928494,0.3508901004181629,Iris-setosa
+85,6.090009795646185,2.801053866860303,4.684289277084842,1.2019808267385357,Iris-versicolor
+86,6.014840488596108,2.9587374004130327,4.538499309078189,1.4476220768504486,Iris-versicolor
+87,5.567487348066077,3.6370143801302346,1.693842328593837,0.3860914006689435,Iris-setosa
+88,5.883303183721761,3.0,5.1039349685710285,1.8060802231395012,Iris-virginica
+89,5.683206481545241,3.767719589819856,1.6928602107518675,0.33158350423126226,Iris-setosa
+90,6.110975662791194,3.0,4.526039244447607,1.383809325397732,Iris-versicolor
+91,4.5994128253772155,3.184077826467082,1.3926639381265415,0.20121543842097436,Iris-setosa
+92,5.471991344295771,4.2,1.4017287492992743,0.19612355183610597,Iris-setosa
+93,5.588833827092962,3.0,4.179277523686769,1.2893700523459775,Iris-versicolor
+94,6.873924749996778,3.1968037342408575,5.855919871049205,2.3050379276848583,Iris-virginica
+95,5.8902626550483745,3.2213564776281873,4.835879369773517,1.8115154324365288,Iris-versicolor
+96,7.691640256189121,2.5957417258962088,6.899998748564426,2.2961458717268584,Iris-virginica
+97,5.59998243183499,2.6957218230620503,4.273221691931495,1.2908711863747728,Iris-versicolor
+98,4.9130392872006405,3.0,1.403314463855985,0.19110158918894676,Iris-setosa
+99,4.904065420947058,3.115002146201955,1.4963165372570002,0.1000000922863078,Iris-setosa
+100,5.760069861446177,2.606472905239643,5.064903429726299,1.9373960237153725,Iris-virginica
+101,4.909750887252758,3.0889741644069595,1.4932601957322338,0.1,Iris-setosa
+102,6.167230635844722,2.2,4.4868146249529754,1.458081076340332,Iris-versicolor
+103,5.124742591549009,3.318473436560914,1.711646787057488,0.45187916862954863,Iris-setosa
+104,4.912781151594926,3.1000096412238283,1.493947976016438,0.1,Iris-setosa
+105,6.696261026841697,3.0,4.981847679343832,1.7020630505029495,Iris-versicolor
+106,6.074315521510108,2.8131889638714322,4.687314767329046,1.169906482591606,Iris-versicolor
+107,5.905782461534359,3.182355425171009,4.767628592883201,1.7817275955544447,Iris-versicolor
+108,6.806809441890116,2.8068170721346957,4.7869014877185325,1.4041898031493114,Iris-versicolor
+109,6.113853604430082,2.8043186307049615,4.706531644438779,1.21411011802711,Iris-versicolor
+110,6.2952270943171955,2.9056494018705337,5.5964627437156755,1.80471998601329,Iris-virginica
+111,5.469983058300889,2.611766387026689,4.388452469900129,1.2226208087880717,Iris-versicolor
+112,7.68151893072228,2.6012161558619837,6.9,2.299327182773229,Iris-virginica
+113,6.276472151699947,3.4062196551984782,5.637017932913592,2.4069249444880145,Iris-virginica
+114,4.4,2.8948848029173964,1.4020432849229587,0.19738694632339604,Iris-setosa
+115,5.535787198465849,3.5738973762105286,1.7532072044561855,0.41347172391590487,Iris-setosa
+116,4.609435996519904,3.202278968756201,1.4014236302623915,0.2030198161573035,Iris-setosa
+117,6.878374250184089,3.2033332200799887,5.84320878928146,2.3015396508020745,Iris-virginica
+118,5.193476884360354,2.736424093064009,3.8776098719494474,1.4095742446608654,Iris-versicolor
+119,6.281842219697456,2.973226720856595,4.377103760311261,1.3786239972590426,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/16/test.csv b/iris/tab_ddpm/7_2/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/16/train.csv b/iris/tab_ddpm/7_2/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/16/val.csv b/iris/tab_ddpm/7_2/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/17/synth.csv b/iris/tab_ddpm/7_2/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ac05f359f3a7be5be71e54cc0f70d7eb7d3fe90
--- /dev/null
+++ b/iris/tab_ddpm/7_2/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.076031090636894,2.5007575978030645,3.046639960938633,1.1045637004789428,Iris-versicolor
+1,6.692592206546925,3.0,5.013314035057211,1.691239640863869,Iris-versicolor
+2,5.518690127618676,3.601779223995544,1.5760996082328516,0.3447300722500412,Iris-setosa
+3,5.224675680533776,3.419475569709394,1.493438970307372,0.4003873039934667,Iris-setosa
+4,6.887115657171126,3.1482360875771307,5.77475871988512,2.2715775240346634,Iris-virginica
+5,4.991955563606857,3.2047745356584496,1.2000003056208706,0.2006743816851781,Iris-setosa
+6,5.1641612595410225,2.5031821321450365,3.046538735716733,1.107252914282315,Iris-versicolor
+7,6.282397284182751,2.909542201628093,5.604803169973329,1.8046106517770348,Iris-virginica
+8,5.011947429217787,3.4082408860281124,1.540510489229632,0.381005277613908,Iris-setosa
+9,6.308556388673042,2.908920432961519,5.603913458198816,1.7971936117823712,Iris-virginica
+10,6.100088036556897,2.6099555593538644,5.608500947365894,1.408746667354224,Iris-virginica
+11,6.74446062130758,3.0,5.619883755569005,2.0396395404405956,Iris-virginica
+12,6.128385870499752,3.0,4.61820423209491,1.3797018877878724,Iris-versicolor
+13,5.928731410056055,3.0,5.098220268755878,1.7933205616562218,Iris-virginica
+14,6.842470925514398,3.0,5.560364010602986,2.09620599935059,Iris-virginica
+15,4.905047522723464,3.067710329762128,1.4001484900059844,0.20359168916658005,Iris-setosa
+16,6.279693239330864,2.6997014735546783,4.930623191287825,1.8005781572841926,Iris-virginica
+17,5.774593075096468,2.7943554417690173,5.092156396285357,2.4137407204647463,Iris-virginica
+18,5.49491903011513,4.2,1.402187824874559,0.20381148342917893,Iris-setosa
+19,5.224504715346527,2.7136401383271505,3.9171305784102595,1.4069684114100502,Iris-versicolor
+20,6.012362629716252,3.0,4.767489636004925,1.803969178255717,Iris-virginica
+21,5.81799374718979,2.8076552375360833,5.09724104787858,2.3974063316861844,Iris-virginica
+22,5.152185189341792,3.746522917086958,1.5460317104706431,0.46301105479922233,Iris-setosa
+23,4.993600066449507,3.2129857950427265,1.2000001886133878,0.2000389177963923,Iris-setosa
+24,5.4767642114754675,4.199998912499183,1.3947552007843775,0.1973910281245156,Iris-setosa
+25,5.8135668581780795,2.817037209801331,5.101776538648883,2.387030761601911,Iris-virginica
+26,4.985869836793467,3.3992309521108908,1.5527426624563974,0.4631715923671481,Iris-setosa
+27,5.405251091703519,3.399456560213974,1.7065962141353834,0.19923142990204834,Iris-setosa
+28,5.578687299584771,3.0,4.047054686654433,1.2718658140145727,Iris-versicolor
+29,6.797944726555214,3.0,5.6354295961361025,2.1287530714178473,Iris-virginica
+30,5.682931733921725,3.805639993963826,1.7585476772078354,0.29830583145432277,Iris-setosa
+31,5.867593019353388,3.121744711855371,4.810932375409859,1.775584912084029,Iris-versicolor
+32,5.418500508650546,3.403411388903242,1.7795142613691075,0.2039236069388689,Iris-setosa
+33,5.689155442690232,2.9773522598961115,3.819282809552364,1.3716329069749587,Iris-versicolor
+34,5.0124602626553205,3.314377922295615,1.4029580539332625,0.20104104970203107,Iris-setosa
+35,5.62356840526613,3.0,4.233442270980817,1.3128271933162512,Iris-versicolor
+36,5.348418392792043,3.6511900121764054,1.4985292027723902,0.19926447282751675,Iris-setosa
+37,6.6913597339149735,3.0,4.982692323240859,1.711446472563061,Iris-versicolor
+38,5.893060627013895,3.0,4.1128772402417075,1.4680993911363855,Iris-versicolor
+39,6.01532654611243,2.7250736529275135,5.08834480766333,1.5888980774768735,Iris-versicolor
+40,6.883657640730955,3.201518716071943,5.728491614846527,2.299929260260078,Iris-virginica
+41,5.092867195976924,3.298458292372177,1.738188847270064,0.4640525034768264,Iris-setosa
+42,7.7318415173227715,2.5853510327346716,6.9,2.322365954299496,Iris-virginica
+43,5.241292359818504,3.7216624412144825,1.4956164160621115,0.20239620872654177,Iris-setosa
+44,5.229460802965733,3.360195798420195,1.5642611083177727,0.44527304734275874,Iris-setosa
+45,7.113642398411999,3.0,5.976862763975908,2.061308409235404,Iris-virginica
+46,4.581128649821452,3.399783431225282,1.3918209032699593,0.30899504410828216,Iris-setosa
+47,6.281324740141918,2.5190365966104755,4.904453383755577,1.4962448906651995,Iris-versicolor
+48,4.89078997401658,3.095194655281326,1.4999762389130011,0.1,Iris-setosa
+49,4.997119570458506,3.1748963262949155,1.2000001935430895,0.2002107676462387,Iris-setosa
+50,6.3196278863033335,3.264740019774624,4.6702953093995285,1.5945316218232977,Iris-versicolor
+51,5.99617626015869,2.2,4.987350333896074,1.5074166085079541,Iris-virginica
+52,4.963643115266718,2.4407179738562577,3.164213841254904,1.0635867262324665,Iris-versicolor
+53,5.620681251519643,2.498393505021817,3.769883049929925,1.0764137505395757,Iris-versicolor
+54,5.482469129687718,4.2,1.4057146219247805,0.1991542714433192,Iris-setosa
+55,5.923673438348483,2.927233496840482,4.387804628619758,1.463983705152413,Iris-versicolor
+56,5.53869237827394,4.199999200129531,1.403026518565971,0.2096860165779301,Iris-setosa
+57,5.157465815040803,3.7503725343445646,1.609364492637304,0.1991677966969228,Iris-setosa
+58,5.467761058652022,3.0,4.350433254656333,1.354969617076954,Iris-versicolor
+59,6.015083804885543,2.7052366205754677,5.073618501859956,1.6012715917601505,Iris-versicolor
+60,6.000835907719107,3.0,4.295522898327402,1.5246060383109468,Iris-versicolor
+61,6.059948704294924,2.8820544454299357,4.6370716023677705,1.2988503557226774,Iris-versicolor
+62,5.536843647587097,2.703614929163471,4.058455417088499,1.26628182388135,Iris-versicolor
+63,6.687564819328912,3.0,5.002165923894777,1.7022574024292372,Iris-versicolor
+64,5.094976252638097,3.3140788426959475,1.6077437534189498,0.568967023179454,Iris-setosa
+65,5.6716988296787845,3.780702365209751,1.6481166405268444,0.3089360037755745,Iris-setosa
+66,5.519538717680876,2.3736710285538454,3.8165509701045925,1.1244040131847524,Iris-versicolor
+67,4.995826958837657,3.2157700843732333,1.200000226070155,0.19831491842588694,Iris-setosa
+68,6.875131326790341,3.2075037912055904,5.632024673413483,2.300457173216781,Iris-virginica
+69,4.6459579282008905,3.3733231135098367,1.407252339629019,0.4367236421430707,Iris-setosa
+70,6.005883293401517,3.0,4.825850923063035,1.7995635251271862,Iris-virginica
+71,5.421553237720909,3.8822195931477985,1.629609525038131,0.42444488641638534,Iris-setosa
+72,6.680271893549975,3.286933592484987,5.76709872298225,2.1056063216417273,Iris-virginica
+73,5.863516905161769,3.178755399959658,4.768936816718106,1.7844146986258318,Iris-versicolor
+74,6.213050007042273,2.2,4.5032143740205575,1.5046273048196963,Iris-versicolor
+75,5.5926166547951475,2.489843466572128,3.8115217368855587,1.070738763555469,Iris-versicolor
+76,4.848837449455598,3.0,1.394494176284518,0.271354395873745,Iris-setosa
+77,4.907225713725826,3.0,1.4007182621165555,0.2015485713523498,Iris-setosa
+78,6.092429124892551,2.604771954262135,5.596475505267964,1.3753280019497922,Iris-virginica
+79,5.483185390587831,3.0,4.266594692396682,1.4039148320745503,Iris-versicolor
+80,6.503938443345947,3.0,5.4731936838430535,1.7978410377517717,Iris-virginica
+81,5.237850202799827,2.7863456784053175,4.132217980422913,1.4339621590647071,Iris-versicolor
+82,5.661863653462168,2.4779142987255542,4.967724971507975,2.0035872599484255,Iris-virginica
+83,5.879110879183835,3.194954130897791,4.81229635121654,1.7939270575127986,Iris-versicolor
+84,4.904363089883832,3.0,1.3980949404664105,0.19766154765388438,Iris-setosa
+85,6.073696761410053,2.592635957014731,5.634868532068091,1.4285366463245555,Iris-virginica
+86,5.489043896734604,2.872964525350736,3.7182502669911437,1.35308015447459,Iris-versicolor
+87,5.982174927680169,2.719196274303712,5.092985721211749,1.6097751182054418,Iris-versicolor
+88,6.780136984338065,3.115416924928634,5.797327636644401,2.114191902201308,Iris-virginica
+89,7.119316940432011,3.0,5.901625457234062,2.0913483817988014,Iris-virginica
+90,4.598379320612761,3.2077683847071765,1.4064817599599377,0.20201478230689898,Iris-setosa
+91,5.025179418860496,3.3990150696098897,1.592308369846434,0.3760235144228318,Iris-setosa
+92,5.59255109928365,2.8126256091176933,3.716398480900939,1.3014577291363776,Iris-versicolor
+93,6.8537679902846405,3.086930967341072,5.093773606037868,2.2908651413607983,Iris-virginica
+94,5.321952922508068,3.3907421939812195,1.495972187004198,0.41056176502237735,Iris-setosa
+95,5.179680302619593,3.787986893976627,1.4967128590760566,0.20277739494421834,Iris-setosa
+96,6.352834545026607,2.9200897800813563,5.567413531965343,1.7963671180283194,Iris-virginica
+97,6.107081491083324,2.7976741286944637,4.714973674375601,1.192152281240605,Iris-versicolor
+98,4.948514069659495,2.4203109051146345,3.2678171533562197,1.0561488720014465,Iris-versicolor
+99,5.825634788343686,2.5656300285721354,5.042184698748448,1.9666999249603565,Iris-virginica
+100,5.7866496119570225,2.8094206166734823,5.1133884139473595,2.404253892448409,Iris-virginica
+101,6.136814196192162,2.6060652832870415,5.625144698512248,1.4021943197762652,Iris-virginica
+102,5.506049064553997,4.19999873596279,1.3966378983582775,0.204532491795204,Iris-setosa
+103,7.348948978617204,2.8887982755951835,6.325955654364622,1.8024709901089448,Iris-virginica
+104,6.925548378388446,3.0978939792727314,5.110587341846368,2.2997434649444912,Iris-virginica
+105,6.9012388919378775,3.1107229410975665,5.092536269247859,2.3049505985991434,Iris-virginica
+106,5.394118642409902,3.0,4.508051981794917,1.5223724874665803,Iris-versicolor
+107,7.9,3.814980361660031,6.393377904527947,2.026592377216348,Iris-virginica
+108,5.459913812745305,2.982372198712292,4.393005233361154,1.4101514563816657,Iris-versicolor
+109,4.911809439888881,2.3878542489287646,3.2819874283250465,1.0671422142875517,Iris-versicolor
+110,5.720380929057176,2.489371475609124,5.001057673723056,2.0001321976801867,Iris-virginica
+111,4.577383619754894,3.403020532415101,1.3966701689728827,0.30580065183436433,Iris-setosa
+112,6.6780282470485455,3.3022582997148047,5.691518701732405,2.1084889832439777,Iris-virginica
+113,5.378969315111432,3.0,4.504535994310953,1.5052365558509315,Iris-versicolor
+114,6.0754739277687255,3.0,4.61196000754939,1.3978758536095686,Iris-versicolor
+115,5.415419084385132,3.4104709340710833,1.7152106764354456,0.4142144843532899,Iris-setosa
+116,5.795896431576507,2.7193003826477162,5.098241995449547,1.867607837710985,Iris-virginica
+117,6.0069981923494575,3.0,4.436626733873398,1.416949948288792,Iris-versicolor
+118,6.849440476717573,3.2036473945840056,5.793754794559601,2.3124571089341917,Iris-virginica
+119,6.864759345944881,3.2061748534355865,5.752597383998927,2.2739874424995024,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/17/test.csv b/iris/tab_ddpm/7_2/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/17/train.csv b/iris/tab_ddpm/7_2/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/17/val.csv b/iris/tab_ddpm/7_2/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/18/synth.csv b/iris/tab_ddpm/7_2/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5cb5529df0d9bf1050b63507fad76020e3f718d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7809192517549324,6.3868102137363945,2.0072566781325447,Iris-virginica
+1,5.097437129669398,3.392107972807068,1.4949852448066157,0.19782753991020496,Iris-setosa
+2,5.206488493006421,2.702842468097551,3.983971284747265,1.381163627179552,Iris-versicolor
+3,6.688029458137361,3.0,4.954544158592999,1.655256042335211,Iris-versicolor
+4,5.00138076004364,2.460291864062007,3.120606787878332,1.0818906193622928,Iris-versicolor
+5,4.989468872580525,3.2852694081716836,1.3872770290987697,0.20326037833938057,Iris-setosa
+6,5.671474893185088,3.8040653878528277,1.6192624257777892,0.29771609580472097,Iris-setosa
+7,5.101343207808158,3.391280939744957,1.5654983944901057,0.19888691959310534,Iris-setosa
+8,5.002661037701811,3.2084502183352726,1.2000002078225844,0.19838404589382275,Iris-setosa
+9,6.535659492339617,3.1930409145458487,5.108168624873103,2.0055325646628934,Iris-virginica
+10,7.027295684263856,3.2089977084945294,5.782139476918627,2.3043566417187904,Iris-virginica
+11,5.37868257397103,3.3963186356109762,1.7344475935403474,0.20587047570413577,Iris-setosa
+12,6.779235292061486,3.0068520724620944,5.14855907708224,2.213506142945309,Iris-virginica
+13,5.570336022334791,3.0,4.1152637809226915,1.310336302402108,Iris-versicolor
+14,5.513490497596521,2.388418321055275,3.75458608635933,1.1064458994795643,Iris-versicolor
+15,6.507358137820536,3.0,5.803463546476665,2.2079624412260594,Iris-virginica
+16,7.3145643969792795,2.9107555906072697,6.337569236667596,1.7940677144022472,Iris-virginica
+17,6.279798776916767,2.509202930150274,4.8489730201556505,1.4938642934205935,Iris-versicolor
+18,6.832568002336188,3.19492943723814,5.746660304985842,2.2892497209525424,Iris-virginica
+19,7.133587746660284,3.0,5.819822609616353,2.1581709285067987,Iris-virginica
+20,5.712031955388733,2.486650318117919,4.989643297722736,1.993645446393623,Iris-virginica
+21,6.710822044315682,3.3084023698212763,5.68427441232639,2.4999995719869688,Iris-virginica
+22,6.705935557893567,3.2947488680960335,5.66106516307649,2.49999955651222,Iris-virginica
+23,5.4231838711823706,3.8923315171162285,1.710785014267365,0.38873450824924216,Iris-setosa
+24,4.907357051051751,3.0,1.4017049288557866,0.1993206528189358,Iris-setosa
+25,6.410861606344066,2.913996149596121,4.288457848641089,1.308558390054291,Iris-versicolor
+26,5.30647082669576,3.3698666902433345,1.4979877470850025,0.42878417831902954,Iris-setosa
+27,5.230676892901013,3.5835630697766856,1.564726401580889,0.19884619549253016,Iris-setosa
+28,6.50070338628785,3.0,5.783191983704302,2.195037345526843,Iris-virginica
+29,7.330414376164184,2.9176121449668893,6.320807150115711,1.803204078593511,Iris-virginica
+30,6.357299545290121,3.3907599745476777,5.574741188911488,2.3846973980304633,Iris-virginica
+31,6.6689052935221715,3.3033362722399153,5.742478510080052,2.5,Iris-virginica
+32,5.921058627457757,3.1885232058675594,4.793220824735055,1.7966953959951713,Iris-versicolor
+33,6.305613272686315,2.5083090882791925,4.908473860265493,1.5208898827774258,Iris-versicolor
+34,5.861251506067725,3.0,4.199011403482162,1.4789845960789771,Iris-versicolor
+35,5.456935529371355,2.5406755284277556,4.309473095534953,1.1469691173455692,Iris-versicolor
+36,6.674366869661028,3.2757144783981857,5.5120459444632335,2.1189148129821582,Iris-virginica
+37,6.20321725295478,3.0,4.632184031552054,1.3685941552359762,Iris-versicolor
+38,4.994554499382367,3.399237738187123,1.6243799184560355,0.3889793372216136,Iris-setosa
+39,5.388668424780261,3.0,4.486962972257784,1.4954259933855214,Iris-versicolor
+40,5.11667334772556,3.3999838352506235,1.6348882547633776,0.20296738320823016,Iris-setosa
+41,6.261291899969126,2.9209653979238897,5.525916040619284,1.804967206290852,Iris-virginica
+42,6.322653153707324,3.3908064661680584,5.617889985918603,2.394718650123438,Iris-virginica
+43,4.756292870100797,3.258116681540756,1.4049427489475943,0.19818532817918325,Iris-setosa
+44,6.507213391362245,3.0,5.4813233591835475,1.8011510339759327,Iris-virginica
+45,5.04837810791742,3.5472000868372557,1.4988857085545875,0.3667117168125373,Iris-setosa
+46,5.62104104485578,2.7341237195457317,4.475098786514525,1.2483786452376844,Iris-versicolor
+47,4.802205602340344,3.0,1.4010475507044418,0.2782736380541273,Iris-setosa
+48,4.6138487896991105,3.2016280391363026,1.4023620371917733,0.20106822744322878,Iris-setosa
+49,6.295946423996412,3.2960297867618227,4.690627035306205,1.6007295005065947,Iris-versicolor
+50,5.743182102701207,2.51451546617589,5.014166937465224,1.983660322013475,Iris-virginica
+51,5.022192580884911,3.2916595399537742,1.424141190624317,0.2023330005605161,Iris-setosa
+52,5.238040885405296,3.7961721678754126,1.7298966052294125,0.4160991052233284,Iris-setosa
+53,5.001026461486247,3.198418948601971,1.2,0.2049904457216555,Iris-setosa
+54,6.145340005561093,2.2000002803878447,4.479593124417854,1.514655421298734,Iris-versicolor
+55,5.562032556274536,2.8552782256460882,3.546895342479197,1.2939009662569307,Iris-versicolor
+56,6.8233057504729855,2.8015016507471726,4.785494525368195,1.40131971737768,Iris-versicolor
+57,5.607651340977086,2.8865114707701025,3.5830643099562693,1.3138368646016767,Iris-versicolor
+58,5.002875388325918,3.218537859523668,1.2,0.19692313658446942,Iris-setosa
+59,5.177257166195614,3.8405587668533503,1.634866677634309,0.38779315013369253,Iris-setosa
+60,6.803776005569035,2.8138485654605456,4.822426333372798,1.4082717060239203,Iris-versicolor
+61,6.100712977400252,2.8617634301211936,4.6630193679937815,1.243006811705555,Iris-versicolor
+62,5.4327381504048144,3.4057985690384385,1.7064941153703574,0.20082696236526434,Iris-setosa
+63,7.70887557183168,2.6085683676655105,6.899998882495444,2.3018037159492,Iris-virginica
+64,4.903808366646846,3.0,1.4023144347888516,0.20338962020865173,Iris-setosa
+65,4.802852770282148,3.0,1.4044057297997665,0.1000001035649619,Iris-setosa
+66,4.400000466679784,2.9051030172053736,1.394635686128174,0.2019874174911581,Iris-setosa
+67,6.410110725682277,2.894641865122249,4.340075276427483,1.320918916914719,Iris-versicolor
+68,6.846391528053723,3.1712345567238183,5.848187126403805,2.304593902879641,Iris-virginica
+69,4.992178937716112,3.200110279260333,1.2,0.20060699019045328,Iris-setosa
+70,6.407088494655307,2.6945920651884228,5.294542727474135,1.9030351784736848,Iris-virginica
+71,6.69811528235246,3.0,5.001043273172863,1.7092535840577339,Iris-versicolor
+72,6.674266848500318,2.4963936544901433,5.824031810250441,1.7870164152637487,Iris-virginica
+73,6.416399576968777,2.9042666931646077,4.338472425718662,1.308728775694851,Iris-versicolor
+74,5.740958457619933,2.6232739039597672,5.061447776934819,1.9411228106605933,Iris-virginica
+75,5.981268388899672,2.2000003010891107,5.0133833194616235,1.493983326950236,Iris-virginica
+76,6.9009677515340995,3.189457943744479,5.694586634581041,2.301052796660818,Iris-virginica
+77,7.318570827180967,2.9016271109952534,6.298714899404861,1.8089660095380617,Iris-virginica
+78,5.09657796024391,3.4364976704592998,1.3937419334366448,0.2993688568467233,Iris-setosa
+79,5.980053557824612,3.0,4.817095899670864,1.7946880335410147,Iris-virginica
+80,6.3051209610117285,2.3003068396083908,4.4155340730283985,1.280577079255887,Iris-versicolor
+81,4.400000740573663,2.8937654998928672,1.3702936429319803,0.19742305115176528,Iris-setosa
+82,5.97967509732183,3.0,4.776914007935925,1.8025061585644053,Iris-virginica
+83,5.781749755434922,2.6834498173755246,5.124753834242013,1.946117854226547,Iris-virginica
+84,5.457554958467312,2.5817250734996158,4.386176074646097,1.203823047596489,Iris-versicolor
+85,5.37948294674533,2.5475141175827254,4.302385279145765,1.1551774864821325,Iris-versicolor
+86,5.257189136152655,3.7622979952438795,1.494101372320776,0.1968001255186954,Iris-setosa
+87,5.91204726278089,3.0,5.0401943792703925,1.8068896915561545,Iris-virginica
+88,6.536687245714827,3.1817973580083025,5.13183978374894,1.9962206585131945,Iris-virginica
+89,4.873437132333462,3.0946910728674037,1.5217568637771115,0.1,Iris-setosa
+90,5.5261027597332255,2.526338905892717,4.075216353829071,1.1477681603680625,Iris-versicolor
+91,5.661556806479783,2.78083139648278,4.4303743191162885,1.3278899015129266,Iris-versicolor
+92,5.122586121672828,3.3985017859739948,1.5547584128204743,0.19656943755055034,Iris-setosa
+93,4.4000005714111134,2.900513738189362,1.3874818355491458,0.1942025365622117,Iris-setosa
+94,5.091916566595919,3.4899875708429877,1.4084744901105695,0.3089166675367878,Iris-setosa
+95,5.118997942690172,2.4974375409058265,3.0460510101392924,1.0915768065978086,Iris-versicolor
+96,6.0520067854205255,2.8006809806480453,4.6821121218489,1.1764985132701893,Iris-versicolor
+97,4.843486698925454,3.0,1.422538114030666,0.10000009333840859,Iris-setosa
+98,5.60606199881373,2.972961249798341,3.7689746169441865,1.2984735996542147,Iris-versicolor
+99,4.7678119864656505,3.0,1.386100372688808,0.1,Iris-setosa
+100,4.885571156679457,3.1267012455065633,1.4920941009691326,0.100000106091128,Iris-setosa
+101,6.004491444916778,2.2000003334356864,4.956710679825637,1.4930102408993262,Iris-virginica
+102,5.763044698986328,2.7764271755398497,5.0913671352375625,2.3889560014072675,Iris-virginica
+103,6.286529890539194,2.9065878525979976,5.589862734539753,1.8048328128208768,Iris-virginica
+104,6.4837635054970555,3.0,5.7721615786511276,2.195051893849077,Iris-virginica
+105,5.536974272493854,2.6433940435736076,4.417228942871519,1.2160428360575661,Iris-versicolor
+106,5.58273134234312,2.9589668791668116,3.7496856936017524,1.299061692461743,Iris-versicolor
+107,6.295082586684926,2.7181645516567756,4.939204210149986,1.8131856362911438,Iris-virginica
+108,5.659910957253424,3.7815516105959497,1.8111941243809089,0.3343461767109793,Iris-setosa
+109,6.93256083469518,3.1884836265261534,5.801933432489285,2.3134850973857777,Iris-virginica
+110,4.4,2.9129484177049814,1.3891456615048345,0.201116717349098,Iris-setosa
+111,5.785386867160032,2.677198853025292,5.098812232695807,1.8994942392133107,Iris-virginica
+112,4.887884058242532,3.045753255615026,1.4855931707251768,0.1,Iris-setosa
+113,5.975033178795132,3.0,4.7769137141603935,1.8008051303628205,Iris-virginica
+114,6.695743069800576,2.481701552857317,5.741697856173506,1.7941206968674608,Iris-virginica
+115,6.304600915162885,2.901735801385985,5.601027414368145,1.8008901903163506,Iris-virginica
+116,5.599717012687119,2.651216339790406,4.448542814459815,1.2238296071710517,Iris-versicolor
+117,4.588442835186513,3.393353866595198,1.404157719032364,0.32138318821111517,Iris-setosa
+118,6.2813726538024675,2.876299960479123,5.602984548723566,1.798939394253451,Iris-virginica
+119,5.0924244347230285,3.3835382164593857,1.4921686993980767,0.1974481383904813,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/18/test.csv b/iris/tab_ddpm/7_2/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/18/train.csv b/iris/tab_ddpm/7_2/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/18/val.csv b/iris/tab_ddpm/7_2/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/19/synth.csv b/iris/tab_ddpm/7_2/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9686f00dee41858352cbc0885f356b59260bdbe0
--- /dev/null
+++ b/iris/tab_ddpm/7_2/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.033335135150668,3.0,4.821321982566633,1.7981668267041513,Iris-virginica
+1,5.101313268646676,3.516640642029612,1.3913568109749046,0.3359312856928207,Iris-setosa
+2,6.713403655714341,2.4844448945298563,5.783592443282143,1.7952944924129974,Iris-virginica
+3,5.891040174496221,3.0,5.099497799181375,1.7958877948361467,Iris-virginica
+4,6.286334821072509,3.407736789619773,5.589069774629059,2.4003819175266305,Iris-virginica
+5,6.441167553998504,3.0,5.515781189401622,1.8019663491804607,Iris-virginica
+6,5.001424174798752,3.293102411145939,1.4085654933455116,0.2028724160577503,Iris-setosa
+7,6.473682230855022,3.0,5.483055062816971,1.801967972138881,Iris-virginica
+8,7.105216020813623,3.0,6.000264862303878,2.0965234463410205,Iris-virginica
+9,6.527039734975561,3.0,5.859116403828082,2.196932781132838,Iris-virginica
+10,4.90444644283181,3.095903266455028,1.6717990131601557,0.10000009966849216,Iris-setosa
+11,6.306162315816408,3.2995068697723036,4.691377214937976,1.6112344782762416,Iris-versicolor
+12,4.906061641000786,3.091136444849453,1.4922551801025354,0.10000010666546105,Iris-setosa
+13,6.0280586131079,2.68365260414524,5.097418625260081,1.5827899791696776,Iris-versicolor
+14,7.325370289583885,2.9054230928993623,6.316110728022794,1.8084482071461483,Iris-virginica
+15,5.514326661528913,3.6214360272192883,1.5369276716417426,0.3427247508600342,Iris-setosa
+16,6.104441198733194,3.0,4.620293697891235,1.4068520677230434,Iris-versicolor
+17,5.676564210571579,2.548786190650014,5.027959433363787,1.971050000801943,Iris-virginica
+18,6.40317670869468,2.891798672360552,4.340172034074824,1.3004891257567839,Iris-versicolor
+19,6.701508512431253,3.2879353522408676,5.678106375338697,2.4999993897946595,Iris-virginica
+20,5.785781957764507,2.8064521114371517,5.101420665430767,2.3916034321519115,Iris-virginica
+21,6.102516507469769,2.591237163130319,5.625703534772945,1.3969958145397463,Iris-virginica
+22,5.5141060397876585,4.199999117206135,1.4043437631632758,0.20033637158308196,Iris-setosa
+23,4.910373193087878,3.0,1.3996881217943815,0.1973412533301265,Iris-setosa
+24,6.688735136166345,3.3022277566888247,5.752990832048873,2.4999995001370223,Iris-virginica
+25,6.01082693810305,2.200000355617143,4.956456909461053,1.515691190498912,Iris-virginica
+26,6.69796655967159,3.3046636828055833,5.674715241307367,2.4999996092883743,Iris-virginica
+27,5.502246890916769,2.6078806147678573,4.386988969626599,1.1979316591515436,Iris-versicolor
+28,5.625505240470646,2.700931744588529,4.201772354991886,1.2975772138246318,Iris-versicolor
+29,6.693858978642376,3.3131975380671306,5.702796559189552,2.5,Iris-virginica
+30,6.665353932189334,3.292404257025985,5.66305822255775,2.125652284080722,Iris-virginica
+31,7.675806886037462,2.6094547564854924,6.8999987384784625,2.2839094484888824,Iris-virginica
+32,5.710415152581152,2.5074390382778398,4.99405286588783,2.0002294509649525,Iris-virginica
+33,5.096184782603658,3.4858947762351806,1.3960435851070558,0.2956553478491421,Iris-setosa
+34,6.945268768680943,3.1401081934941844,5.239458732258672,2.3040705565874613,Iris-virginica
+35,5.085840950003725,2.5020954290390627,2.911797301880857,1.0905774677867808,Iris-versicolor
+36,6.806480247715673,3.0,5.2605645716237515,2.211129373175143,Iris-virginica
+37,5.098091554600776,3.5100527369032934,1.4011165774419798,0.30271248667696865,Iris-setosa
+38,6.308549530913301,2.9200030086164577,5.600445413755918,1.8039519056556093,Iris-virginica
+39,5.419545626998623,3.8675917659706553,1.6718775673053088,0.34607356795086763,Iris-setosa
+40,5.493666496808501,2.623040112422056,4.417291727150129,1.2445532862591888,Iris-versicolor
+41,5.787413116703453,2.790689157449249,5.111594769652755,2.394882200100515,Iris-virginica
+42,4.998471907827204,3.2899670251703013,1.401111322498936,0.1985957747652425,Iris-setosa
+43,5.4453227433394025,3.0,4.48070302983653,1.505714890859418,Iris-versicolor
+44,6.572269019810943,3.224077282365876,5.141039134703232,2.0407998687059035,Iris-virginica
+45,5.290400060282044,3.4105069727780113,1.61916356265015,0.19918584775866227,Iris-setosa
+46,5.108827248401635,3.299936538148178,1.7896542888998954,0.4379542077638607,Iris-setosa
+47,5.422722784424633,3.404334832032985,1.7155796644605772,0.19918495135259268,Iris-setosa
+48,4.6076882539715855,3.3987913115482056,1.4055977364740841,0.3248699076227608,Iris-setosa
+49,5.6613299437974876,2.740214364214626,4.320374787511901,1.291097859695832,Iris-versicolor
+50,6.526098822677725,2.9225946812028982,5.447287076102475,2.152536672812473,Iris-virginica
+51,6.837143204774559,3.0,5.514619965799532,2.0740332780847934,Iris-virginica
+52,5.350408421303573,3.3816308236047865,1.6358947002383992,0.4837206549408428,Iris-setosa
+53,5.394404440835564,3.0,4.457311266516335,1.4765631333073348,Iris-versicolor
+54,6.8261143579531725,2.790587293894846,4.8153349897551045,1.3935535286753762,Iris-versicolor
+55,6.708427637784267,2.5061540621763703,5.804631844222608,1.7985547320746063,Iris-virginica
+56,4.497427977603418,2.307036711143827,1.2959305050990781,0.3057404429771226,Iris-setosa
+57,6.057472818094221,2.812810404374685,4.679179286092888,1.2294929367834038,Iris-versicolor
+58,5.535007864255975,2.6189758775585683,4.398846028152652,1.221176642689598,Iris-versicolor
+59,5.00613348818926,3.3787214844727127,1.6826395069201536,0.3712326915397076,Iris-setosa
+60,6.403780097422196,2.8992788619879892,4.304029709765033,1.3055253328366705,Iris-versicolor
+61,7.9,3.8503982963354444,6.428135706648547,2.0227651134262077,Iris-virginica
+62,6.303326542176928,3.3068641231822555,4.718082072734207,1.602217523506533,Iris-versicolor
+63,5.299650354253174,3.387885929507538,1.4969122683118117,0.3933511299580109,Iris-setosa
+64,7.110249081000356,3.0,5.916893376560504,2.1011667997454637,Iris-virginica
+65,7.119271601269248,3.0,5.884012157662204,2.114618291500482,Iris-virginica
+66,4.986106289759189,2.440184510840071,3.1860558467735722,1.040382617387822,Iris-versicolor
+67,5.089587665967886,3.4464218324376907,1.4033119443507212,0.2960812761405885,Iris-setosa
+68,6.182588946457726,3.0,4.837644673237971,1.7361469254319866,Iris-versicolor
+69,5.951143931491901,2.8956050030776512,4.589153768337205,1.4043813425375515,Iris-versicolor
+70,6.918353267144366,3.108515834101407,5.091409360858191,2.301024253275331,Iris-virginica
+71,5.738148105185012,2.4856978116129853,5.005423079757863,1.9988149905077137,Iris-virginica
+72,5.493220700108564,4.2,1.4016417553130995,0.19803990257843734,Iris-setosa
+73,7.153588576049676,3.0,5.957554946678926,2.12570390269722,Iris-virginica
+74,6.718422675676248,2.49332554580544,5.7502350493109065,1.800874862081396,Iris-virginica
+75,4.884132476295237,2.3960224551281386,3.2117609196574186,1.0125077618034548,Iris-versicolor
+76,5.88544968464259,3.0,4.278096752705947,1.4979212468007372,Iris-versicolor
+77,7.2959425004019804,2.8868219501319077,6.25854889698085,1.795300102491982,Iris-virginica
+78,5.400687991329734,3.0,4.420329390812973,1.4629532533600669,Iris-versicolor
+79,5.60026314133908,2.8168946573125915,3.7373839237348916,1.290114455979009,Iris-versicolor
+80,6.510166372723154,3.0,5.744918673555803,2.1980516582129357,Iris-virginica
+81,6.093852135900668,3.0,4.594496108260964,1.416200881425441,Iris-versicolor
+82,4.904506861873682,3.1000133457029895,1.6204928243786743,0.10000010398976915,Iris-setosa
+83,5.013648211737313,2.4636750740497346,2.8909325755849515,1.074770069511338,Iris-versicolor
+84,5.770169697126736,2.829008639205413,4.5164616600962875,1.3081298734473397,Iris-versicolor
+85,5.374075530894273,3.8797288333450672,1.672386734491754,0.3738659095493089,Iris-setosa
+86,5.281908138632386,3.738451530615774,1.524034219618378,0.2000268704497705,Iris-setosa
+87,5.809509824823871,2.8108060767539933,5.105034710150374,2.401634410845387,Iris-virginica
+88,5.9736944176435145,3.0,4.373975458775177,1.5062475302679181,Iris-versicolor
+89,5.602493627643986,2.47986655942183,3.9186952157728396,1.1051760523900727,Iris-versicolor
+90,6.715609355472054,3.307763915396416,5.727525525560155,2.5,Iris-virginica
+91,5.033422200810419,3.585994702497515,1.4989333289142739,0.4091799456972027,Iris-setosa
+92,5.426690242772991,3.0,4.486504737857534,1.4738382493815179,Iris-versicolor
+93,5.59327622648897,2.660708298016311,4.26783185163876,1.265529276474477,Iris-versicolor
+94,6.310879135073008,3.407159805549279,5.585940294678003,2.4079796339524133,Iris-virginica
+95,6.297242381996239,3.303045687848179,4.673427935270517,1.5948083158356392,Iris-versicolor
+96,6.6542656112112555,3.311619353819836,5.727616208860601,2.4999996341093986,Iris-virginica
+97,4.7911921183318995,3.0,1.4009597283933017,0.1,Iris-setosa
+98,5.536932104473181,2.4376018907577937,3.789279152199393,1.1057145867915705,Iris-versicolor
+99,4.879256151725999,3.087188042107491,1.5683866643777002,0.1,Iris-setosa
+100,5.099626389676385,3.525071664404171,1.400295724383079,0.29691235381579273,Iris-setosa
+101,5.721446489843259,2.779235649894562,4.378057580581408,1.3762329370122162,Iris-versicolor
+102,5.181350262128225,3.7890650702864344,1.6676597443186159,0.20180746082738132,Iris-setosa
+103,6.090942009252067,2.607745273800142,5.59108912266253,1.3676064934553256,Iris-virginica
+104,5.558503426868005,4.2,1.4015355912302507,0.20797939366402196,Iris-setosa
+105,5.88965007352707,3.0,3.9896091797912594,1.4994750460575716,Iris-versicolor
+106,5.277744594827758,3.8551777221506693,1.6329698738115057,0.39159429254278755,Iris-setosa
+107,6.922088467507914,3.1756418945193534,5.9049065503532425,2.251126765222243,Iris-virginica
+108,6.453434430367984,3.0,5.54898196832058,1.7959721456550262,Iris-virginica
+109,5.517981838891944,2.4709969677076167,3.744305588061072,1.0776006671366931,Iris-versicolor
+110,4.914642301264487,3.1036464862417996,1.4974260652867177,0.1000001053485572,Iris-setosa
+111,5.091795046970005,3.3988303698862814,1.498369255354533,0.20158740020221957,Iris-setosa
+112,7.055455486848072,3.0,5.868336314685227,2.1057140667766263,Iris-virginica
+113,6.224837069014136,2.2,4.463000280922029,1.5083291612765644,Iris-versicolor
+114,5.136804711652149,3.7919556212587926,1.5455361542145176,0.1998792987512411,Iris-setosa
+115,7.9,3.790072899082593,6.406520530124983,2.007354383075651,Iris-virginica
+116,6.466019943944066,3.0,5.782312796227603,2.1973967546308697,Iris-virginica
+117,6.697337621797934,2.4839406495943557,5.811047340611163,1.795312087186319,Iris-virginica
+118,4.607804697007446,3.197997759012936,1.4005544812334825,0.20032036299984166,Iris-setosa
+119,4.793839371483799,3.0,1.3999286091628032,0.29762414580643687,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/19/test.csv b/iris/tab_ddpm/7_2/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/19/train.csv b/iris/tab_ddpm/7_2/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/19/val.csv b/iris/tab_ddpm/7_2/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/2/synth.csv b/iris/tab_ddpm/7_2/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddfec6b08ff18c66fc4341d4139e61ba3af0a337
--- /dev/null
+++ b/iris/tab_ddpm/7_2/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.988256230992995,2.200000336632327,4.970724507370739,1.5194724273980411,Iris-virginica
+1,5.00070100384361,3.2168803551244727,1.2000001964459368,0.20329440694001288,Iris-setosa
+2,6.541315404851455,3.0,5.517530883394075,1.8019519824952235,Iris-virginica
+3,6.875592246436848,2.7932767785736856,4.799045138172723,1.3856963030597054,Iris-versicolor
+4,6.298807803138264,3.398992014181252,5.642997595777051,2.395827648276577,Iris-virginica
+5,6.138614570163722,3.0,4.615801133834564,1.4048752412642747,Iris-versicolor
+6,4.924354548642518,3.033574057984238,1.4016488395136093,0.19900953572546837,Iris-setosa
+7,5.0797042618082955,3.3800041349929293,1.4897108600632964,0.19772508531874997,Iris-setosa
+8,6.701495373961239,3.293844961935019,5.673245667262006,2.4999995721302355,Iris-virginica
+9,5.817158762242826,2.8816716735664856,4.53043779957038,1.382837107157362,Iris-versicolor
+10,5.540801342379207,4.199998973003688,1.4059350571944735,0.20360811674598905,Iris-setosa
+11,6.51787994349966,3.0,5.51745453276307,1.797221995152902,Iris-virginica
+12,5.91479121519138,3.0,4.119688478758201,1.5070800945292766,Iris-versicolor
+13,5.918858735185576,3.0,5.099289077642815,1.8015824559366427,Iris-virginica
+14,5.971285464471263,3.0,4.817932442163222,1.804487993024968,Iris-virginica
+15,5.6280008610807615,2.7106054793291596,4.258488081926916,1.3030067094613238,Iris-versicolor
+16,6.0954889658923825,2.5893185027061993,5.612793449518362,1.399191927177982,Iris-virginica
+17,4.905497537640161,3.1033743209688764,1.5196847276880825,0.1,Iris-setosa
+18,7.716244778857096,2.6071588538268107,6.9,2.3067386543034893,Iris-virginica
+19,5.001066173904892,3.3980190487281163,1.6616242815292919,0.40968282788828986,Iris-setosa
+20,7.723981047338333,2.604563634821566,6.9,2.306410105990792,Iris-virginica
+21,5.801329660510038,2.7196756169241536,5.102310266199328,1.8928957506830961,Iris-virginica
+22,6.020947865735141,2.2,4.977090921956775,1.5360363021187193,Iris-virginica
+23,5.824046497873405,2.8952908895009717,5.11726102910634,2.4030666996298145,Iris-virginica
+24,5.522253758462691,2.642407810591807,4.2357852805819185,1.2432955187520531,Iris-versicolor
+25,5.177261907379325,3.818496813354438,1.63368043030178,0.3485368550219555,Iris-setosa
+26,7.310281388920225,2.8903048674558542,6.287466995471889,1.808739190967171,Iris-virginica
+27,5.10524920765888,3.3985768639286635,1.652400439972928,0.20110229280458272,Iris-setosa
+28,5.044756918653528,3.5181890974542167,1.582133796110701,0.29573862767086406,Iris-setosa
+29,5.4049456693760956,3.0,4.498134405935059,1.4878461731439772,Iris-versicolor
+30,4.400000591358095,2.9219406954996705,1.3885927275978127,0.18846623820845887,Iris-setosa
+31,4.5882823589215835,3.3016227795163355,1.3929997564899756,0.24861979877033624,Iris-setosa
+32,5.55363747220206,2.415395425560227,3.8709699950816496,1.0935364447209452,Iris-versicolor
+33,4.9001048254839645,2.416296436811274,3.310474747089689,1.0621935147712118,Iris-versicolor
+34,7.698627159543383,2.5927703378566935,6.9,2.2960394483260957,Iris-virginica
+35,5.624533062588064,2.929592920510476,3.632572198034733,1.3206616634892159,Iris-versicolor
+36,4.907494478086916,2.4031302258712017,3.2940800522356954,1.021882256086804,Iris-versicolor
+37,7.899998325963683,3.75615696987866,6.375395398841931,2.0148437815845393,Iris-virginica
+38,6.131736966001181,3.0,4.610404770739507,1.3837531731326487,Iris-versicolor
+39,5.378028570458195,3.3973885947124036,1.4956909990347629,0.3768118443567331,Iris-setosa
+40,5.603488380163896,2.906532105474976,3.658758769863857,1.3140207919395726,Iris-versicolor
+41,5.496826976077313,4.2,1.4012627844437633,0.19453817059001993,Iris-setosa
+42,7.096516449740504,3.0,5.891852531407153,2.0667290410326102,Iris-virginica
+43,6.087052629356525,3.0,4.604142852826122,1.3881237296270883,Iris-versicolor
+44,5.587452668563999,2.8541646000059155,3.537731563122337,1.3063983842448759,Iris-versicolor
+45,4.959547158857215,2.430965096020973,3.3061279019170127,1.0938170782275067,Iris-versicolor
+46,6.00842680746565,2.6713191469970288,5.099601156343587,1.588644920192832,Iris-versicolor
+47,5.979972711086815,3.2271590980306195,4.792232005814468,1.803801626387174,Iris-versicolor
+48,6.896997809683531,3.1119384930151197,5.112469109900947,2.2972686586038398,Iris-virginica
+49,4.787950184149656,3.0,1.4004067060453267,0.29926080198747146,Iris-setosa
+50,5.6051130215351535,2.708659373073581,4.017818455748365,1.304928006002458,Iris-versicolor
+51,5.66454858907688,3.7860130794153,1.6336000766537973,0.2911554607130494,Iris-setosa
+52,5.000906644753312,3.425491524227354,1.5571701171884695,0.3840260883041619,Iris-setosa
+53,5.738124133856125,2.8081062085294035,4.473047500853861,1.3288986472996007,Iris-versicolor
+54,5.131419611632365,3.310516062154908,1.6483980455544263,0.43780715934672004,Iris-setosa
+55,6.5132480050597685,3.0,5.836949958086689,2.2068328857694324,Iris-virginica
+56,5.432882877925982,3.4015851377547928,1.7424787419221113,0.19861380030368236,Iris-setosa
+57,5.487924380892846,2.581332851909588,4.3802408465563145,1.2064743789987522,Iris-versicolor
+58,5.19257629127185,2.703849675645284,3.870247016981292,1.4037417255183717,Iris-versicolor
+59,6.85751273555975,3.2089861297896425,5.849882322385065,2.312891660863836,Iris-virginica
+60,6.7875582478299465,3.1962717455455527,5.878413783561413,2.2969492192251715,Iris-virginica
+61,5.932245634971844,3.0,4.258769425310613,1.5100882344273114,Iris-versicolor
+62,6.032154780907212,3.1999486868534532,4.763573809009156,1.7665387721892216,Iris-versicolor
+63,6.012153680796171,2.7121950291260744,5.0943734396243405,1.5959059716187942,Iris-versicolor
+64,5.4031456824505915,3.4103571490443874,1.677169103703082,0.20605662281896517,Iris-setosa
+65,4.4,2.918566742647034,1.4036940094199506,0.2018388335897444,Iris-setosa
+66,5.586921416248771,3.0,4.633551025479312,1.657769943710528,Iris-versicolor
+67,5.606192994358104,2.721494149490855,4.296490528374922,1.319983201045727,Iris-versicolor
+68,5.900988866832723,3.1908353216420307,4.807390044421269,1.7876955624963813,Iris-versicolor
+69,6.863249186404221,3.2012700996952033,5.697407703510164,2.315854386513565,Iris-virginica
+70,5.121102956893684,3.3052870844568765,1.6772599647985242,0.4609599348111896,Iris-setosa
+71,6.290795233023229,3.2973719529936134,4.675935810590252,1.6037843654397468,Iris-versicolor
+72,5.816061115237974,2.789354848825169,5.1002398317711,2.392057814981392,Iris-virginica
+73,5.482949695223343,2.74465126886187,3.7063563180537815,1.3230223480555874,Iris-versicolor
+74,7.70683416084767,2.6096971076581066,6.899998365743912,2.306972061118069,Iris-virginica
+75,5.779532350335576,2.685321401069992,5.10230550790005,1.9014791182281945,Iris-virginica
+76,5.075550855953342,2.4944065688461285,3.034119245354429,1.0889449142107193,Iris-versicolor
+77,6.0129639964323705,3.0,4.7722147061795,1.8035990003870763,Iris-virginica
+78,4.503035563012925,2.300773312314139,1.2940161424139542,0.29231290389606396,Iris-setosa
+79,5.766597014410886,2.623621710516397,5.063600847699663,1.9267599531550612,Iris-virginica
+80,4.896520072401068,2.4052978336241835,3.2408120091438697,0.9901351762569601,Iris-versicolor
+81,6.670835288621952,3.0,5.003918947012277,1.6866270236375929,Iris-versicolor
+82,4.798957025831688,3.0,1.4004108178619186,0.30683690901284766,Iris-setosa
+83,5.532021323204449,2.408251640091964,3.8027873548468385,1.1145194822960007,Iris-versicolor
+84,4.606301464009507,3.3969367132369035,1.3924634699365388,0.3218614111528775,Iris-setosa
+85,5.881305689844611,3.0,5.094267032388033,1.8018429611454292,Iris-virginica
+86,5.386478146351037,3.0,4.495529837691606,1.5092834938391062,Iris-versicolor
+87,5.216779855385715,2.705042569189485,3.980316760486763,1.4155763575738973,Iris-versicolor
+88,6.847813795905557,2.7910740828272202,4.775459828931287,1.3992141307961918,Iris-versicolor
+89,6.691739100781519,3.2949885827576617,5.66059294270215,2.092897636276931,Iris-virginica
+90,5.5021418111673475,2.592636117983012,3.8967567066019804,1.189592566087656,Iris-versicolor
+91,4.903801484821369,2.394402895492928,3.375284286680534,1.0126555159427901,Iris-versicolor
+92,5.004787014892366,3.299599014543589,1.3930121298535636,0.20216516833038004,Iris-setosa
+93,5.977607682479476,2.693732460887392,5.088594730410805,1.5652050766692476,Iris-versicolor
+94,6.818985838534101,2.8099936598248902,4.763565639408551,1.3898445035452793,Iris-versicolor
+95,6.011582014362364,2.6991931067628947,5.081163864278682,1.5888018854124022,Iris-versicolor
+96,5.9687557088919645,2.964803858409913,4.417770283638183,1.5208770481006273,Iris-versicolor
+97,6.094383534405798,2.6003037154746176,5.626184649851225,1.389009175913127,Iris-virginica
+98,5.006406323279055,3.209729803897461,1.2000001898608998,0.1864632544369734,Iris-setosa
+99,5.223630869115345,2.477840207713488,3.3158024221842393,1.1081670924183782,Iris-versicolor
+100,5.670052643331333,2.7810896341495663,4.381462716886304,1.3145443663921144,Iris-versicolor
+101,5.138571089391216,2.516169479889142,3.2511335819012928,1.1280804605297554,Iris-versicolor
+102,5.386399227048435,3.0,4.505666511464908,1.5016600409949659,Iris-versicolor
+103,6.819316435951661,2.8115189942404624,4.810567965108653,1.3982477989276951,Iris-versicolor
+104,6.0922060934078806,2.8100311365063306,4.680294588337778,1.2110045985926667,Iris-versicolor
+105,5.767795853397101,2.8134001523464285,5.099734006047333,2.399058230944326,Iris-virginica
+106,4.4000004861945365,2.9185798053463445,1.400487764367954,0.19523786663384937,Iris-setosa
+107,5.082777359580722,3.7145301778301247,1.497386095270317,0.40562032874478315,Iris-setosa
+108,5.67727344626622,2.747996464795463,4.2029554455412725,1.3608829624930832,Iris-versicolor
+109,5.340549821451333,3.3806167047970432,1.4996196605620882,0.4571697983648533,Iris-setosa
+110,5.697730963470028,3.796440718194969,1.6657902981511128,0.2995669740589011,Iris-setosa
+111,7.710813871705826,2.6094588460788266,6.9,2.30338536342787,Iris-virginica
+112,6.024641706878744,2.9358226071232387,4.487453586089904,1.498237208293804,Iris-versicolor
+113,4.602651161547385,3.202139843752297,1.403029238014224,0.2044289282353674,Iris-setosa
+114,4.498535747586887,2.293857719649783,1.3014227966613323,0.3420374086432043,Iris-setosa
+115,4.4,2.880589428754671,1.3946393438380824,0.2008850471132644,Iris-setosa
+116,5.002038774494416,3.2983680217103597,1.4013438818158859,0.2038509271825134,Iris-setosa
+117,6.7087457912711415,2.512464062427858,5.733782098794455,1.7955671412367418,Iris-virginica
+118,6.105504800676366,2.6207024277965743,5.587156662637294,1.4382840346408852,Iris-virginica
+119,5.319518967485523,3.6238958487152253,1.5270608919009563,0.19970048639727417,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/2/test.csv b/iris/tab_ddpm/7_2/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/2/train.csv b/iris/tab_ddpm/7_2/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/2/val.csv b/iris/tab_ddpm/7_2/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/20/synth.csv b/iris/tab_ddpm/7_2/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cebb959d224c6cd2cfeae29bc610e793d44b6447
--- /dev/null
+++ b/iris/tab_ddpm/7_2/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.912495578548611,3.201790884603062,4.799416561598557,1.8078778526219148,Iris-versicolor
+1,5.2540148210167255,2.7400517350617366,3.9762979176128597,1.4250936167453505,Iris-versicolor
+2,6.291712412535904,2.918143034066272,5.603596794325909,1.7991310583088918,Iris-virginica
+3,6.799846226281973,3.0,5.526922677362261,2.1001939840146466,Iris-virginica
+4,5.276283784726971,2.696164398489377,3.9981766112875357,1.3747116350551805,Iris-versicolor
+5,7.7076702090053315,2.6232093600259976,6.9,2.309988414124812,Iris-virginica
+6,5.730498824568151,3.0,4.195409627741691,1.4064482429746132,Iris-versicolor
+7,6.685591007258798,3.3043408466359674,5.700286578396369,2.5,Iris-virginica
+8,5.598643999028589,3.0,4.103321586996634,1.3121624863421941,Iris-versicolor
+9,5.120739127064172,3.3068693226860795,1.5992290629532842,0.5094613716780683,Iris-setosa
+10,6.707898174568945,3.2913041085157584,5.699016105085908,2.1056751795407482,Iris-virginica
+11,6.509433153785593,3.203546923612307,5.111751708610536,1.98074379409489,Iris-virginica
+12,6.168141411317381,2.200000304298243,4.486164995026163,1.5186582790697833,Iris-versicolor
+13,5.745680395449089,2.8462329059678537,4.476497270858671,1.3366727387514725,Iris-versicolor
+14,5.934165822632304,3.0,5.063619237024102,1.7973174961675866,Iris-virginica
+15,4.816510196697827,3.0,1.3958383935401204,0.29088489581431554,Iris-setosa
+16,6.014812537098656,2.2,4.979187950498641,1.516658454353413,Iris-virginica
+17,5.869704701714949,2.795179593981663,4.89351355480166,1.5149831477545,Iris-versicolor
+18,6.810703068387562,3.2027189514984205,5.853694232307765,2.292386301025442,Iris-virginica
+19,6.681901980250035,3.2973645581347717,5.732751661670642,2.5,Iris-virginica
+20,5.629085104362287,2.7257582476246025,4.178400862423732,1.315520343892811,Iris-versicolor
+21,5.689095977768038,3.8073847449492257,1.700396648207072,0.3458829550045307,Iris-setosa
+22,5.683092687045153,2.439789468535037,3.948053715879168,1.1090763461511275,Iris-versicolor
+23,4.900720016369746,3.094167192213423,1.4918916856143594,0.10000009158271975,Iris-setosa
+24,4.898539090803881,2.421072427031826,3.3369237354821486,0.9844097467333239,Iris-versicolor
+25,6.007982826204027,2.7923571315884472,4.650597751499223,1.2503579950508605,Iris-versicolor
+26,6.780759021019499,3.0,5.444719713917551,2.149292952391578,Iris-virginica
+27,5.091864756402374,3.4022221087548785,1.4974657914355127,0.19900557797118262,Iris-setosa
+28,4.902605023341511,3.091460076682551,1.5500627594337417,0.10000010503008497,Iris-setosa
+29,5.882259833425091,3.0,5.102196138116441,1.8001300493544399,Iris-virginica
+30,5.912845181310681,3.1760956058887286,4.790573839736377,1.7889056919853552,Iris-versicolor
+31,6.000686040716075,3.0,4.795941222598463,1.7987472243699956,Iris-virginica
+32,6.303294286647836,2.2936453971098754,4.408441917275237,1.3004785826849234,Iris-versicolor
+33,6.4675709130082,3.204245853880606,5.084118653812763,1.983030261517673,Iris-virginica
+34,6.896758117189881,3.170974892828301,5.726444260804799,2.29987733988775,Iris-virginica
+35,5.105843478074589,3.781224640234856,1.5416433155388727,0.20312811163000702,Iris-setosa
+36,5.49747361883932,4.2,1.3939986252986019,0.19871359435750324,Iris-setosa
+37,7.6785942087515,2.6021583453866874,6.8999985490975,2.3064583238803045,Iris-virginica
+38,6.054697579453667,3.0,4.752449018525888,1.7895811846134535,Iris-virginica
+39,6.3122801115837195,3.3955831399574485,5.593143361574051,2.40786971870781,Iris-virginica
+40,6.6912245518673314,3.302907519470808,5.7840957057525175,2.5,Iris-virginica
+41,6.353607833513129,2.7087526490558504,5.031356165414947,1.814270196260178,Iris-virginica
+42,5.978027587932665,2.8700858270022933,4.584889565641622,1.328314345276226,Iris-versicolor
+43,5.819270987444415,3.0,4.076342886741952,1.4366982634659669,Iris-versicolor
+44,6.505918334009869,2.62241585930554,4.773879039775585,1.454023332926732,Iris-versicolor
+45,5.90225012680797,3.2170841665170005,4.8041218981721725,1.7994866568680452,Iris-versicolor
+46,5.009265335011948,3.3451633744433966,1.4151737923162409,0.20580919088641547,Iris-setosa
+47,5.960939061364558,2.759778645359734,5.028653491584214,1.8446113732765534,Iris-virginica
+48,4.583413492244175,3.4034895124490037,1.4005439110237778,0.2933963774343099,Iris-setosa
+49,5.107710554080114,3.307972677959176,1.6526864336292522,0.5015299733874783,Iris-setosa
+50,6.0068270684374925,3.0,4.921991508278642,1.797690633058596,Iris-virginica
+51,7.690605478513877,2.608593955234073,6.9,2.302481614029959,Iris-virginica
+52,6.49988442553794,3.186498615205669,5.100427716124658,2.000840350923607,Iris-virginica
+53,6.002464560881133,2.708343218856936,5.084525239643268,1.6047351776437244,Iris-versicolor
+54,5.7838389504062215,2.7147020916983022,5.10409711002996,1.8901124477995086,Iris-virginica
+55,4.621075529618253,3.265111998184953,1.4051937220549668,0.21217588502444126,Iris-setosa
+56,6.112727457617485,2.6076177924565656,5.601617141094055,1.4292844475721709,Iris-virginica
+57,5.446825761150374,3.403925793601306,1.6219736038338866,0.20158526911362704,Iris-setosa
+58,7.366668606477005,2.8964469380366578,6.260539018028219,1.7867809397295757,Iris-virginica
+59,6.704307405233963,3.2953228652957542,5.7235574419852435,2.103149108662988,Iris-virginica
+60,6.15044609842232,2.800763018838466,4.698212822280563,1.2014879545517505,Iris-versicolor
+61,6.692811447455739,3.3023470663445185,5.728050919793769,2.4999996429073885,Iris-virginica
+62,5.030571020127025,3.388290314700742,1.5288087149106304,0.438440197297196,Iris-setosa
+63,5.933359485273669,3.2200183848181623,4.821326419048488,1.7960292724060662,Iris-versicolor
+64,6.312828457117053,2.917228214075484,5.575475425691146,1.8012435873872374,Iris-virginica
+65,6.08640924105695,2.603653100783557,5.5910132329960724,1.3955401533921992,Iris-virginica
+66,6.897055682219282,3.064546489645872,5.607188003290963,2.2331118368698353,Iris-virginica
+67,6.82729484717509,3.0,5.563523613546716,2.108995058088686,Iris-virginica
+68,4.950907276616995,3.2052040498167713,1.4006263656507036,0.199969532552412,Iris-setosa
+69,5.434963165012089,2.3836115474921473,3.7344345855839656,1.1021098572667043,Iris-versicolor
+70,7.6974557559299095,2.557802745236156,6.9,2.30643191841219,Iris-virginica
+71,5.593818312170638,2.87283495285984,3.602124852381303,1.2952998471370614,Iris-versicolor
+72,4.906229884003204,3.1035730968194635,1.495833867240748,0.1,Iris-setosa
+73,6.141322036472797,2.9924562121556626,4.650543720095284,1.3452532935006278,Iris-versicolor
+74,5.115315445834348,3.2857698546751264,1.6232991433852824,0.47858878034342267,Iris-setosa
+75,6.27280495886257,2.9210660363715566,5.620335244414427,1.8032860876349301,Iris-virginica
+76,6.705380739106822,3.0,5.84343983616748,2.171710612251441,Iris-virginica
+77,4.797103944587553,3.0,1.3892192927110938,0.1,Iris-setosa
+78,5.582803015597233,2.8643507894973093,3.693338074761325,1.3148570307191767,Iris-versicolor
+79,7.692718242184961,2.6105477282373877,6.899998751617136,2.317057631632283,Iris-virginica
+80,6.690666565388363,3.0,4.990502789597917,1.6887876125529255,Iris-versicolor
+81,5.641918334722224,3.0,4.021150199417313,1.3325772752767386,Iris-versicolor
+82,5.718308057377746,2.5137059973597324,5.005821391588043,2.010234056289207,Iris-virginica
+83,5.657109891247277,3.7514678659729124,1.5532865271498455,0.3038995085717082,Iris-setosa
+84,5.5784718991593465,2.6702819060838303,4.47519178034871,1.2295081565196089,Iris-versicolor
+85,7.2573150603372785,2.8744090576907997,6.269757092455606,1.7962492208424328,Iris-virginica
+86,4.897707997773437,3.1031918726522143,1.497869175092164,0.10000010427903404,Iris-setosa
+87,5.994762932421928,3.0,4.770310192900608,1.8037126668917258,Iris-virginica
+88,4.886273343407258,2.407385999621937,3.3787854612352364,0.9799264800397982,Iris-versicolor
+89,5.550615373213553,2.6076644171693313,4.064863602993349,1.217228727839492,Iris-versicolor
+90,5.005176104971611,3.193636630066488,1.2,0.2044108458787988,Iris-setosa
+91,5.496993551588755,3.577965186782005,1.7376364506221678,0.1995712324139346,Iris-setosa
+92,6.654361117588066,3.285990482904573,5.740079744231575,2.4999996150796524,Iris-virginica
+93,7.212658335306679,2.9192590748214635,6.2049347738767,1.8053397765924528,Iris-virginica
+94,7.028700339727206,3.1230764000074336,5.24389209352924,2.287196741062433,Iris-virginica
+95,6.615913780340774,3.182165030481785,5.105834981185777,2.087179846615324,Iris-virginica
+96,4.607026770477212,3.3674499732307366,1.3869716843260393,0.27092147874472716,Iris-setosa
+97,5.8913965380917315,3.2044652869138144,4.800494054904415,1.8038392486570767,Iris-versicolor
+98,5.622650437846525,2.7233924907185796,4.287387284646989,1.3168158507110568,Iris-versicolor
+99,5.884932551548143,3.0,4.127735478120616,1.4918646041483123,Iris-versicolor
+100,5.634317461916266,3.0,4.04468575064398,1.3316805088803034,Iris-versicolor
+101,5.014121245608443,3.4126893989011213,1.5976934045115871,0.41597231474155966,Iris-setosa
+102,6.444607182068039,3.0,5.691169228197995,2.157043260061062,Iris-virginica
+103,6.1463018295008665,2.5823288830433038,5.577590380467488,1.4240582417523315,Iris-virginica
+104,5.099838007997208,3.300308769943498,1.706582405676164,0.48858173245800784,Iris-setosa
+105,6.130960905497014,2.5840420127139803,5.610016974681252,1.40010677412428,Iris-virginica
+106,6.1788648279922755,2.2000002925161244,4.507071618280375,1.5061322723015858,Iris-versicolor
+107,6.305822602950788,2.9006880558977257,5.564453714852007,1.8042724486281425,Iris-virginica
+108,5.97075814769693,3.0,4.840300998131692,1.8025068505223854,Iris-virginica
+109,5.039409247557325,2.4431699335826558,2.9170638591734095,1.047191347744683,Iris-versicolor
+110,6.128135428592868,3.0,4.615728260657326,1.4254026570045761,Iris-versicolor
+111,5.758572467149658,2.594661945978635,5.060678902863373,1.9460261472394795,Iris-virginica
+112,5.237328336013213,2.706448516079531,3.998853622980744,1.3827009843104303,Iris-versicolor
+113,5.5704186309798205,2.754624056279294,3.9700261955525593,1.2804699962782058,Iris-versicolor
+114,5.500103186819972,2.6643085334664978,4.037550201368064,1.3191105043024298,Iris-versicolor
+115,6.311465603667051,3.408818415960123,5.611646190447126,2.3703233740534655,Iris-virginica
+116,5.35322457492065,2.3979801551332836,3.5602971271070354,1.0851663520279733,Iris-versicolor
+117,5.363029223016115,3.857767710683046,1.763102622337696,0.42144511559886233,Iris-setosa
+118,5.757453231258824,2.755807743663447,4.577168092539073,1.2232715905672706,Iris-versicolor
+119,5.61256584470681,3.0,4.148863339411674,1.305599818636986,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/20/test.csv b/iris/tab_ddpm/7_2/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/20/train.csv b/iris/tab_ddpm/7_2/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/20/val.csv b/iris/tab_ddpm/7_2/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/21/synth.csv b/iris/tab_ddpm/7_2/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0a6699061f02183c382024e6b0671a14f347e34
--- /dev/null
+++ b/iris/tab_ddpm/7_2/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.059284095993744,3.0,4.8529764315453905,1.8136034475354637,Iris-virginica
+1,5.713852221411656,3.7611606477196973,1.5037642941004983,0.297217809553752,Iris-setosa
+2,6.00354890053154,2.693272782934091,5.087590859175858,1.5918969963826863,Iris-versicolor
+3,4.4,2.8943206002478132,1.3982891628497516,0.2006489922699768,Iris-setosa
+4,7.294960766817114,2.879717746486362,6.350906413374522,1.815511735549438,Iris-virginica
+5,6.68487719924829,2.51463411034987,5.7656847924268435,1.8058475223937513,Iris-virginica
+6,4.62504114256134,3.168859757515154,1.3966971249584281,0.20048165258587466,Iris-setosa
+7,6.694115509156823,2.489043806330495,5.796498910872535,1.8067825919170482,Iris-virginica
+8,4.910740660119772,3.0,1.3801900641204308,0.19795852359385036,Iris-setosa
+9,5.132556256899588,3.3278250286647655,1.7501519554155847,0.4953703722838596,Iris-setosa
+10,5.5806374653549415,2.751323255249357,4.436607254933463,1.2905058909870135,Iris-versicolor
+11,5.963859092227276,2.8747769110970034,4.556693347507582,1.3834116948474833,Iris-versicolor
+12,6.736884704918189,3.172982646589068,5.117103325381757,2.230026846028897,Iris-virginica
+13,5.993888873247197,3.0,4.8469765923361345,1.7964563945324044,Iris-virginica
+14,6.790881403925355,3.0,5.366449432953252,2.1330257310092007,Iris-virginica
+15,6.567879069887991,3.0,5.534933471794457,1.8040419828567986,Iris-virginica
+16,5.347206937702378,3.6424852032304127,1.4962176568162042,0.20005982715756235,Iris-setosa
+17,4.895376147931346,2.3974594931566378,3.3449467206923584,0.9609278752704831,Iris-versicolor
+18,4.777300425024518,3.0,1.3875739369206785,0.1,Iris-setosa
+19,6.820244712827852,3.2149713634055836,5.817031207496589,2.2718806701410235,Iris-virginica
+20,4.891474519911806,3.109032560367882,1.5953722490509505,0.10000011220100444,Iris-setosa
+21,6.526998295454937,3.1934227033689244,5.105741060415344,2.022995778322273,Iris-virginica
+22,5.9683727796759385,2.906794250442944,4.504039808350522,1.5108638811015962,Iris-versicolor
+23,4.793653061115028,3.0,1.3904148387254396,0.2957709735958679,Iris-setosa
+24,5.524760868330561,4.2,1.3991441746986109,0.19608105924621477,Iris-setosa
+25,5.1403619018194755,3.723885809859816,1.6024778995967064,0.4421338941814765,Iris-setosa
+26,4.89299991358132,3.1103654798068354,1.4957935289747644,0.1,Iris-setosa
+27,5.8551397915993695,2.7253317223391305,5.1159410366445375,1.8175007532868128,Iris-virginica
+28,6.489593100385058,3.203287498271364,5.184329011244523,2.00047169963995,Iris-virginica
+29,5.8592340244239045,3.208092507830641,4.773561317372027,1.8036208354000776,Iris-versicolor
+30,4.4000005516916145,2.9026529325831874,1.3888689436022899,0.19942320790094253,Iris-setosa
+31,5.354476611050256,3.0,4.481474019577147,1.499536879245922,Iris-versicolor
+32,6.686320667034386,3.2329604366709574,5.796863109088187,2.3269085686294395,Iris-virginica
+33,5.083743865936283,3.3943764107441265,1.4980649727013908,0.18604255568169506,Iris-setosa
+34,5.1149875371959554,3.395209500906265,1.4947374795104038,0.37521116272887994,Iris-setosa
+35,4.988117600976595,3.2016392110428953,1.2,0.1978065689363948,Iris-setosa
+36,6.09702121614089,2.7932843731351826,4.685413928353576,1.1882621005479566,Iris-versicolor
+37,5.89136553219198,3.0,5.0861951803531715,1.8075869199099057,Iris-virginica
+38,5.208408103973361,3.775122749395751,1.6095824061627044,0.1997525979178229,Iris-setosa
+39,6.901530338651936,3.2037682328502823,5.799735630125321,2.2933202450112096,Iris-virginica
+40,4.888978497430301,3.0934256512450924,1.4972883177558167,0.10000010696388092,Iris-setosa
+41,6.264285642820517,2.5590390111656993,4.929617336931642,1.485072599542751,Iris-versicolor
+42,5.684595245168342,3.7973171999510713,1.6515934526893836,0.29537189379985057,Iris-setosa
+43,5.549483144242127,2.4518113056579707,3.7845635010843286,1.0923039165135937,Iris-versicolor
+44,5.740824584240697,2.5539332329850812,5.043548638615877,1.9750144025421106,Iris-virginica
+45,6.124561088935487,2.8039483227653803,4.688456009987962,1.2223529422013273,Iris-versicolor
+46,5.19132474125692,2.4699778422620744,3.2180728158310643,1.0759311355103263,Iris-versicolor
+47,5.166744212521505,3.760533517619663,1.6004904216006304,0.2012794971807769,Iris-setosa
+48,7.28920680400306,2.910953175988185,6.291307395537497,1.8195052978606443,Iris-virginica
+49,5.792621665166884,2.807201268668426,5.10001161298403,2.406125826731169,Iris-virginica
+50,4.841257341649775,3.0,1.4001310650570296,0.20461254887203856,Iris-setosa
+51,5.667817121545764,2.7780770428577504,4.460784048855359,1.2948448696858805,Iris-versicolor
+52,5.66081992434632,2.7814574527492892,4.444981010897852,1.3084429492425702,Iris-versicolor
+53,6.301048065289967,3.2994015224238353,4.686497582182268,1.5712854440047646,Iris-versicolor
+54,5.001090721457831,3.1793575325071224,1.2,0.20161626373631206,Iris-setosa
+55,6.730733189701865,2.5256461499561302,5.863093726390385,1.791020428842963,Iris-virginica
+56,4.902812724955345,2.3951153996859733,3.2597551442574124,1.0100537830068586,Iris-versicolor
+57,4.50533986345202,2.296211989796032,1.3032529545878162,0.3653934212051696,Iris-setosa
+58,4.494485297546497,2.313746630446102,1.2986897320133817,0.29920609615964083,Iris-setosa
+59,5.122800241525271,3.764450996215236,1.4962918794095785,0.4074131385382669,Iris-setosa
+60,5.781332286861133,2.8154840011013764,5.105161882704505,2.4098216783962014,Iris-virginica
+61,4.901275298910186,3.0,1.4051853782479071,0.20365155228523985,Iris-setosa
+62,4.925382965196078,2.4267621471079934,3.332644216936337,1.0424228934405892,Iris-versicolor
+63,6.33063941914531,2.698665848484299,4.964776628227369,1.8109931653810658,Iris-virginica
+64,5.0891281025890756,3.586178815931655,1.4960805620775675,0.4278342625877772,Iris-setosa
+65,5.512397841286602,2.3983938311893356,3.7468435754328837,1.1060143619788905,Iris-versicolor
+66,6.69974713193018,3.2947590731726235,5.696792780371313,2.5,Iris-virginica
+67,5.898000587383186,3.184782791707935,4.769879986481987,1.7917568646436495,Iris-versicolor
+68,5.916418913812408,3.20246665285422,4.8074336247172855,1.8042643308381987,Iris-versicolor
+69,4.898767875846468,3.090150609196167,1.6578871701691948,0.1,Iris-setosa
+70,5.195019054575966,3.650516342491672,1.543504561870337,0.2086268189626064,Iris-setosa
+71,5.0087975009914505,3.4050483628236594,1.7403026634765468,0.3690013905227832,Iris-setosa
+72,6.285125498050924,2.2992631202750706,4.39615792689272,1.3218098542008472,Iris-versicolor
+73,5.879110280213615,3.0,5.097854540660781,1.7930899358844241,Iris-virginica
+74,6.305737606892483,3.2971451146537047,4.696930980459524,1.6024586257448603,Iris-versicolor
+75,5.921032410676371,3.0,4.557860576632146,1.3789829111681247,Iris-versicolor
+76,6.823050403435405,3.090213175171332,5.191295376502418,2.2689634063977167,Iris-virginica
+77,6.750508852025764,3.3314653624776263,5.693678560750887,2.5,Iris-virginica
+78,6.5678510839313144,3.0,5.47824592878746,1.8074268660767658,Iris-virginica
+79,6.924044125968165,3.101915672279138,5.096286385557313,2.307385736108735,Iris-virginica
+80,7.075571098442564,3.0,5.86589203871651,2.0754901479379204,Iris-virginica
+81,5.781166245512723,2.7986148278232044,5.0933236881901625,2.415497911357113,Iris-virginica
+82,6.879113780649751,3.1079990596164744,5.096513308420187,2.283278736478053,Iris-virginica
+83,7.700784395745739,2.5980118483423627,6.9,2.306419284849744,Iris-virginica
+84,7.899998279619082,3.7833571914511372,6.3390909259474935,2.0015610560171626,Iris-virginica
+85,5.822972241286681,2.7970010677371007,5.0917270918844055,2.3959895629739614,Iris-virginica
+86,5.524500069835793,3.0,4.311738541557696,1.3661258421853018,Iris-versicolor
+87,6.2911305508561215,2.302755226678865,4.38495472724344,1.2938169332382978,Iris-versicolor
+88,5.656577717617478,3.0,3.7744871199344967,1.3347155004831555,Iris-versicolor
+89,6.488738215440697,3.0,5.766608782031796,2.1740180625500334,Iris-virginica
+90,6.397938559460396,2.8940867334211413,4.328184060312467,1.3010301340919463,Iris-versicolor
+91,4.8760853321129,3.0,1.408008736749246,0.32818056020301445,Iris-setosa
+92,5.188790616632282,2.6888189680026526,3.8982123846406904,1.3898006648450942,Iris-versicolor
+93,4.899808464684015,3.1126030837166403,1.497645359282918,0.1,Iris-setosa
+94,5.302760785121781,2.5224621088159442,3.5419590886572867,1.1222140753764331,Iris-versicolor
+95,4.902863846096845,3.104141720751038,1.6411108654359419,0.10000010263563003,Iris-setosa
+96,5.0108591283570805,3.4409686213971926,1.5323538202989777,0.3933073190289589,Iris-setosa
+97,6.758140962422764,3.1657266765571226,5.969568609717175,2.2984943821967074,Iris-virginica
+98,5.445260951575013,2.372206864529553,3.7797769161915036,1.1100464862053523,Iris-versicolor
+99,6.082464647104357,3.0,4.589516589584395,1.3970916764849428,Iris-versicolor
+100,4.793757665899012,3.0,1.39078939273411,0.34555891901444,Iris-setosa
+101,6.702674175678606,2.5014410265127354,5.839583821077767,1.7982411061734913,Iris-virginica
+102,6.6764931574675375,3.290274286674501,5.679677388454459,2.5,Iris-virginica
+103,6.307638447038347,3.4047014324865668,5.573935351487447,2.397408944236608,Iris-virginica
+104,6.7126057248372355,3.2897671311676544,5.666748291421386,2.4999996157202657,Iris-virginica
+105,6.044120086796432,2.2000003745831336,4.967360142549504,1.4733595139742617,Iris-virginica
+106,7.0740487203263465,3.0,5.932581693804137,2.0940901474132474,Iris-virginica
+107,5.4681805392066885,4.2,1.4009065740595275,0.19914901264923154,Iris-setosa
+108,6.567672725844857,3.0,5.495454553078488,1.8139648182032244,Iris-virginica
+109,5.598742947486328,2.4812361435317194,3.9328372177795665,1.107832241929646,Iris-versicolor
+110,6.0215326977201356,2.704241690997085,5.089985266023736,1.5864630654306295,Iris-versicolor
+111,6.312648295127101,2.4798630647478137,4.941830462460588,1.4936133084770953,Iris-versicolor
+112,5.495155421001308,4.2,1.40533183130468,0.2048641144190143,Iris-setosa
+113,5.824359422694396,2.7200740100121132,5.094032255528118,1.876720216111014,Iris-virginica
+114,5.887797673350277,3.0,4.263819659850782,1.4810743559559394,Iris-versicolor
+115,5.415566615723571,3.4037436140379214,1.6696223498152616,0.20117866825372138,Iris-setosa
+116,4.818038265953692,3.0,1.4002905192129314,0.2961373904311437,Iris-setosa
+117,5.642664128858868,3.767458266183874,1.712980449847417,0.3637360244218833,Iris-setosa
+118,4.4000005432622284,2.9195983339360874,1.381815146113713,0.20261483255542365,Iris-setosa
+119,4.873213937914099,3.0,1.3968831227603018,0.2068026603856171,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/21/test.csv b/iris/tab_ddpm/7_2/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/21/train.csv b/iris/tab_ddpm/7_2/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/21/val.csv b/iris/tab_ddpm/7_2/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/22/synth.csv b/iris/tab_ddpm/7_2/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..088c795290cb324e1be422b3259ac6977bf5ecd7
--- /dev/null
+++ b/iris/tab_ddpm/7_2/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.305253621923086,2.705308648703779,4.877274386650651,1.799117404225392,Iris-virginica
+1,5.825758663385635,2.859613770429295,4.519810857225855,1.3475570919534736,Iris-versicolor
+2,5.117593342412857,3.300418319176108,1.7638119652606448,0.5937713287692727,Iris-setosa
+3,5.855485177214354,3.2032953127264974,4.853166436402711,1.79445312050193,Iris-versicolor
+4,6.278091452072294,2.3086807606458524,4.368782978644223,1.2922840038163121,Iris-versicolor
+5,6.6955761218295295,2.494098761805998,5.772514230381022,1.8002407640984854,Iris-virginica
+6,5.412940415533659,3.907903955342639,1.6829131979652574,0.43204823423709404,Iris-setosa
+7,5.6896151532829276,3.7926782981487577,1.8095449312329377,0.3448870324182284,Iris-setosa
+8,6.139465227889642,2.8180154078729864,4.683089758240233,1.1965159790305235,Iris-versicolor
+9,6.672917341417907,3.300039171649514,5.713751776188174,2.1010526893875316,Iris-virginica
+10,5.860016028270116,2.8301515470216905,4.481200485759228,1.382637923209515,Iris-versicolor
+11,5.897277268234173,3.0,4.291289291223946,1.5159509222879934,Iris-versicolor
+12,5.398108571861507,3.0,4.493620498988756,1.5039711964507179,Iris-versicolor
+13,6.1146363836903666,2.5999622738801156,5.609958985411622,1.382322654895486,Iris-virginica
+14,5.120342954780944,3.510725266487323,1.3967293131765153,0.2998729457267204,Iris-setosa
+15,5.991298830683424,2.6864496429411795,5.119327834420305,1.5962930518488838,Iris-versicolor
+16,4.886560042095763,3.081126079896391,1.4898415898401047,0.10000009708722307,Iris-setosa
+17,6.714236686479573,3.0,4.979543991591907,1.7183803249916445,Iris-versicolor
+18,6.764952572530531,2.8061634033567744,4.76496851629733,1.394077397565101,Iris-versicolor
+19,6.091840266857894,2.3474542553656814,4.306990264714443,1.2533749780191958,Iris-versicolor
+20,6.527504943808368,3.0,5.493709243849371,1.8021899916046207,Iris-virginica
+21,5.186497478925718,2.6920361527299326,3.8916638809732427,1.4052191375668728,Iris-versicolor
+22,6.784358872534848,3.1825888885320497,5.8452328757854914,2.3067236430284077,Iris-virginica
+23,6.520979334920037,3.1896786630677387,5.096643560029494,1.9981532460314977,Iris-virginica
+24,5.164132303346369,2.483073282739895,3.092094913981804,1.1029100554784748,Iris-versicolor
+25,6.0144526008601575,2.698488761827902,5.078519069979386,1.5322158956381267,Iris-versicolor
+26,7.1599510378596545,3.0,5.978257318930227,2.0719640820335172,Iris-virginica
+27,4.801956934833113,3.0,1.3839289486357766,0.10000013713047072,Iris-setosa
+28,6.709569135440713,3.3034575263560377,5.835483434777486,2.5,Iris-virginica
+29,4.584925814303373,3.4016198211016806,1.3910206513124141,0.29852588132683483,Iris-setosa
+30,6.680095251618895,3.0,4.981607162767208,1.6972700345164529,Iris-versicolor
+31,5.414981023918532,2.9900180738200652,4.460818999072166,1.512915881492113,Iris-versicolor
+32,6.020524638044113,2.669044771678825,5.087336337337592,1.5938182154702183,Iris-versicolor
+33,5.315605926042713,3.397146987645995,1.6188932872375625,0.20134158127669743,Iris-setosa
+34,6.714100387175311,3.292861412238477,5.707445820004765,2.0964599427392825,Iris-virginica
+35,6.153999816964512,2.2,4.513819485948708,1.4819792765197888,Iris-versicolor
+36,5.606140727131535,2.92179277145457,3.562474970930714,1.3307397535124874,Iris-versicolor
+37,6.408555550967164,2.6776223682785862,5.332166792164166,1.903291727488641,Iris-virginica
+38,6.902738085047179,3.095318076793659,5.099070308067332,2.299180782196714,Iris-virginica
+39,4.601619214823739,3.4021480118596408,1.3949552835215586,0.29906774370027933,Iris-setosa
+40,5.59501288452582,2.518103645907321,4.027829956104292,1.1168444033953273,Iris-versicolor
+41,5.661696698498117,2.7849846924037216,4.424164040357134,1.3064863429897249,Iris-versicolor
+42,6.296512391212994,3.292162936486607,4.690138607927323,1.6190012579260107,Iris-versicolor
+43,6.019131127599455,2.951122349492828,4.479189308665431,1.4761842314857891,Iris-versicolor
+44,6.00448353051535,2.7098119696590905,5.0868972286262375,1.5860690059311076,Iris-versicolor
+45,5.43519513696028,3.0,4.452379605129551,1.4992101253785965,Iris-versicolor
+46,5.302844005567141,3.680641916866289,1.549707859716224,0.20035268519798807,Iris-setosa
+47,5.519822832686915,2.4205810415762694,3.874460814907911,1.0906877953579437,Iris-versicolor
+48,6.314202165918853,2.4939580970498323,4.904670099865467,1.499461082801215,Iris-versicolor
+49,6.309822668085321,2.9074121658359364,5.566049224802213,1.7951356274114474,Iris-virginica
+50,5.904603180598534,3.20295433168096,4.821006176141656,1.7986325901770714,Iris-versicolor
+51,6.279288169584924,3.3917137382154197,5.632521781640995,2.397523982915562,Iris-virginica
+52,5.6797780144043415,2.4779399713491252,5.003440183262678,1.9758409184402548,Iris-virginica
+53,4.997058983670077,3.4002134558758526,1.7780664129434869,0.35744196472034073,Iris-setosa
+54,4.999730696771348,3.2896734343179945,1.3849029464652673,0.19637885858996454,Iris-setosa
+55,5.723973362214414,2.517834122190286,5.011951139877968,1.993796014680587,Iris-virginica
+56,5.899296919957183,3.0,5.098348757534863,1.7983894530486682,Iris-virginica
+57,4.867179190610421,3.0,1.4009119272904436,0.20126804412018398,Iris-setosa
+58,5.996773425915123,2.8547055305332902,4.5138251762616095,1.454897219200528,Iris-versicolor
+59,6.666758885227406,3.31019825220204,5.6885168840655655,2.5,Iris-virginica
+60,6.313129897845282,2.7105019030958877,4.887477469069828,1.7978348761174123,Iris-virginica
+61,5.661839023834398,3.0,3.9050367641387953,1.3468494398204522,Iris-versicolor
+62,5.1721154167163865,3.7574085809544506,1.4968709571016408,0.20181827663070004,Iris-setosa
+63,7.691304964351649,2.5946562550648884,6.899998802693588,2.3023174651034797,Iris-virginica
+64,6.712804358628688,3.2965807659983093,5.698720393461836,2.093178603099363,Iris-virginica
+65,5.679598500712638,2.46516792960563,4.97741881903471,2.0071589756458215,Iris-virginica
+66,6.677069428776383,2.4862535692403527,5.799700343857581,1.7927000734396767,Iris-virginica
+67,5.663056557880386,2.7643344934895437,4.442813149051434,1.310086693849478,Iris-versicolor
+68,5.016204133386857,3.322188602006915,1.4107060526383828,0.20823436315966573,Iris-setosa
+69,5.3476029979863515,3.7007529251866975,1.501743008451461,0.20532499422670553,Iris-setosa
+70,5.9662923730238,2.702564581540928,5.114306733393635,1.601907153052709,Iris-versicolor
+71,4.506982458229318,2.315961543533693,1.2981146247993671,0.33740764376732973,Iris-setosa
+72,5.801861950814785,2.8095821032943538,5.123850639066796,2.400156608139412,Iris-virginica
+73,4.400000699725628,2.931388886945427,1.3750924516315737,0.19844458926975123,Iris-setosa
+74,5.550374907805183,2.4660459694093797,3.8624385295137373,1.0957386780618843,Iris-versicolor
+75,4.824886358120891,3.0,1.4069969323912932,0.10000010884967561,Iris-setosa
+76,6.778098359930013,2.800919536578583,4.8089161192859375,1.3950950425353505,Iris-versicolor
+77,6.864867822745552,3.203033318613781,5.773893518358449,2.3020808462012714,Iris-virginica
+78,4.884178614825773,3.100653013187471,1.5669617068546382,0.1,Iris-setosa
+79,4.4,2.8935042289275565,1.3726282321584744,0.19665853174014916,Iris-setosa
+80,5.101210658401393,3.5016068985642543,1.4038004944348734,0.302841153148487,Iris-setosa
+81,5.444208008967122,2.736617023105344,4.292373411672802,1.3497686323715112,Iris-versicolor
+82,6.804621126035503,3.200462986020998,5.858261851592722,2.319625783084742,Iris-virginica
+83,4.594389018417235,3.1987533024879338,1.403174661372848,0.1982953092268302,Iris-setosa
+84,6.810443076482926,2.788543718251875,4.810312742250467,1.3921795377805777,Iris-versicolor
+85,7.899998636793516,3.7423505813384192,6.396336543749362,1.9966691356402397,Iris-virginica
+86,5.708029273846956,2.782693192664232,4.430155889737568,1.3133242540082184,Iris-versicolor
+87,6.921472417901767,3.20639942755817,5.7509012859045,2.2987767332623843,Iris-virginica
+88,6.040108259574512,2.2,4.994735911958883,1.4925968582333735,Iris-virginica
+89,5.583291419751749,2.743214642211367,3.978225028020298,1.3086285583294806,Iris-versicolor
+90,4.823135266332524,3.0,1.385007620075595,0.10000009791019915,Iris-setosa
+91,6.309825629448398,3.307296697097084,4.697883297723699,1.595867375657648,Iris-versicolor
+92,5.884379101936957,3.0,4.143731511090075,1.4969713226732586,Iris-versicolor
+93,4.814477893025488,3.0,1.3962019561168153,0.37581396021963687,Iris-setosa
+94,5.939806993589963,3.0,5.040464220113578,1.8042858581481716,Iris-virginica
+95,6.298903758113038,2.6885687208146134,4.902891574704685,1.7888680936693506,Iris-virginica
+96,4.605705595422378,3.19142080833223,1.4037708709849586,0.20314404435932323,Iris-setosa
+97,4.611396981856248,3.3963419916830673,1.4004569952511738,0.3319038085647881,Iris-setosa
+98,6.296572902146214,2.6959775444791125,4.952620389292094,1.804316839670949,Iris-virginica
+99,6.08269765883065,2.9778193521985057,4.612708848779831,1.3574710383801214,Iris-versicolor
+100,6.855728474698284,3.0,5.500845667927125,2.111616036093184,Iris-virginica
+101,4.800959185783915,3.0,1.4007082888307356,0.1,Iris-setosa
+102,5.0014560703045285,3.168405328946708,1.2000001826374538,0.20805943366458304,Iris-setosa
+103,5.881264350265243,3.0,4.25823866454939,1.5028889241686887,Iris-versicolor
+104,5.1305200659314,3.7592301754302415,1.511618074030697,0.19496523178749986,Iris-setosa
+105,6.0215758157551225,2.9898653835063946,4.594198601595381,1.3915254337631315,Iris-versicolor
+106,6.314851174399041,2.484181169184763,4.8950402107147415,1.4986773720978546,Iris-versicolor
+107,7.072342194558204,3.0,5.924999299593846,2.1083030330363655,Iris-virginica
+108,5.593682718419275,3.0,4.118251088590406,1.3014560546495655,Iris-versicolor
+109,4.896552976364424,2.3929374011610722,3.2888951129900645,1.0409091761445084,Iris-versicolor
+110,6.520208338239593,3.0,5.804069418960677,2.210044600760318,Iris-virginica
+111,5.486413630362942,4.2,1.3992680027348314,0.19994362569172358,Iris-setosa
+112,5.992973370186176,2.20000029335728,5.012391571983622,1.5079899177099847,Iris-virginica
+113,6.865820613140871,3.1929540637207507,5.836631730006904,2.2919046221441333,Iris-virginica
+114,7.899998664012428,3.814634903546832,6.359790974301446,2.032201153381511,Iris-virginica
+115,6.70321303661531,3.29173781202675,5.675561924675961,2.4999996172082133,Iris-virginica
+116,6.622608863229762,3.338100173301266,5.689006023600064,2.136265662765749,Iris-virginica
+117,5.5128665833854775,2.6310585770979245,4.410187080279972,1.2168038057111563,Iris-versicolor
+118,6.289902162492297,3.395215506105051,5.61016554755194,2.395375911311551,Iris-virginica
+119,4.894161879169335,3.091971834932583,1.4930678709803324,0.10000010437546045,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/22/test.csv b/iris/tab_ddpm/7_2/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/22/train.csv b/iris/tab_ddpm/7_2/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/22/val.csv b/iris/tab_ddpm/7_2/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/23/synth.csv b/iris/tab_ddpm/7_2/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bdb4911cf10368b875589deef93593b536abf57
--- /dev/null
+++ b/iris/tab_ddpm/7_2/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.023972598963918,2.7034982876072884,5.091346880015461,1.6076371745431062,Iris-versicolor
+1,5.995691291813572,3.0,4.3184888225959375,1.4830840911927636,Iris-versicolor
+2,6.727323102770577,3.3062584479149586,5.699049099109621,2.5,Iris-virginica
+3,5.211969387369927,2.6513382902149365,3.8356173013855868,1.3689034696887001,Iris-versicolor
+4,7.321962123961713,2.8963301491459794,6.323609210951108,1.7968467684397638,Iris-virginica
+5,5.921252764266863,3.0,4.256635551121694,1.5316179041159608,Iris-versicolor
+6,5.432367923115486,3.887157751308511,1.7348317305193155,0.3693697439868842,Iris-setosa
+7,6.527515956987356,3.203151124773474,5.114186540970574,2.0040130257246194,Iris-virginica
+8,5.688427014376452,2.4877472695365657,5.020953983791169,1.99693736488945,Iris-virginica
+9,5.103531814172401,2.4588770132781352,3.305008979677688,1.0694743432117386,Iris-versicolor
+10,5.252392423887646,3.349903752247442,1.5354983999113558,0.4980671052911305,Iris-setosa
+11,5.395831055250685,3.0,4.5641006783635305,1.483057053135939,Iris-versicolor
+12,6.301008144932095,2.2935064695470864,4.376010634172878,1.2977124238616018,Iris-versicolor
+13,5.187132523473031,3.408833600405049,1.7114434940930965,0.19977352255092756,Iris-setosa
+14,6.775047033877118,2.783710877213774,4.792512626628225,1.4011982683434288,Iris-versicolor
+15,6.056157202593681,2.200000324568095,5.00330469959804,1.510475938506607,Iris-virginica
+16,6.688056798914377,3.2973020992477253,5.6918998335024735,2.0964385222045054,Iris-virginica
+17,4.93168386137304,3.283702015668762,1.3959991406944,0.1994664547325762,Iris-setosa
+18,6.698424228678763,3.0,4.9845881982969855,1.7057482794726957,Iris-versicolor
+19,6.410516503574025,2.695886150379733,5.259495313150277,1.8936907200128308,Iris-virginica
+20,6.799065822246605,2.806724379912812,4.792132247733635,1.401761561829084,Iris-versicolor
+21,5.654535071995613,2.738532420131936,4.3419458695408695,1.3150966604023653,Iris-versicolor
+22,4.865179268598578,3.0,1.3987988973463596,0.2420071111652115,Iris-setosa
+23,5.164386860889242,3.4090980351756763,1.484125277169394,0.19555517583594068,Iris-setosa
+24,5.1390552718319285,2.546460522156566,3.252065783632265,1.1905451232627127,Iris-versicolor
+25,6.667682959823762,3.294474781003271,5.68485753229281,2.0974483977667333,Iris-virginica
+26,6.697071888113727,3.0,4.957780982164277,1.6833742934421287,Iris-versicolor
+27,6.791635581801463,2.8171558075081555,4.7634355631740055,1.384925896633196,Iris-versicolor
+28,6.0547467217952,2.8244693327084054,4.599873202578502,1.2764203208085427,Iris-versicolor
+29,6.772601489513524,3.0,5.516799778155354,2.085520160506978,Iris-virginica
+30,4.4,2.8795580986340332,1.392084079641591,0.20496669027779593,Iris-setosa
+31,5.093254769258699,3.484442785563244,1.3923941783331206,0.30521111855357763,Iris-setosa
+32,4.598571056142492,3.401558547353983,1.4081656071457977,0.3024869278779062,Iris-setosa
+33,6.4053328231595925,2.9028833057430656,4.273050215660299,1.2891059335978587,Iris-versicolor
+34,6.697304615408344,3.296772158079612,5.735207222321767,2.499999614196723,Iris-virginica
+35,6.90645069795112,3.1129031689180184,5.100274199412578,2.3068625364682,Iris-virginica
+36,5.012057438549046,3.45697534540807,1.5499860208773018,0.40925432264029243,Iris-setosa
+37,4.989545124333535,3.207843841994452,1.2000001931592263,0.1986430666606911,Iris-setosa
+38,6.905814497536355,3.1903269430348016,5.668725511693482,2.301984859618029,Iris-virginica
+39,4.8889013182965115,3.0843880107980324,1.497692152896166,0.1,Iris-setosa
+40,5.4977935890036855,4.2,1.3899665852680758,0.19415089498186794,Iris-setosa
+41,5.644525631629928,2.7324629775891736,4.39230391459601,1.301121180824174,Iris-versicolor
+42,5.300656251102837,3.8667560108682393,1.638173541259687,0.4131116728599972,Iris-setosa
+43,5.117460398658477,3.497598864277892,1.54773663808785,0.19901464050082068,Iris-setosa
+44,4.600531748542079,3.3996451298441674,1.4023512960740192,0.30244852594310034,Iris-setosa
+45,6.004334026563698,3.0,4.866166300117815,1.7967140929591578,Iris-virginica
+46,5.876330927247274,3.2025377498934318,4.798787749575352,1.7998970044313003,Iris-versicolor
+47,5.505694621522108,2.7236746001599945,3.717337174384681,1.2503417694174894,Iris-versicolor
+48,4.504152626955826,2.3051968909523977,1.3040719027210526,0.33062234722991657,Iris-setosa
+49,6.700065405703984,3.0,5.000370076305569,1.6832141872504593,Iris-versicolor
+50,5.77308262580033,2.7902407307327346,4.345355800360101,1.3525252469569249,Iris-versicolor
+51,6.3153999919378325,3.394759443126301,5.593900395385725,2.403700824681071,Iris-virginica
+52,6.379363789596024,2.717362900334257,5.306197431136669,1.8612826865521042,Iris-virginica
+53,4.500802477200513,2.2943689067814588,1.2947035611217004,0.3080180129170556,Iris-setosa
+54,6.709652906699338,2.468432135461748,5.868949958518988,1.8022851504355315,Iris-virginica
+55,5.912948728566894,3.0,4.834401093750007,1.7946726828576012,Iris-virginica
+56,5.7140636041854345,2.5573330254919218,5.04363656530539,1.9561194629491472,Iris-virginica
+57,4.591483914824686,3.332479963372431,1.3996371122145423,0.26114780211744953,Iris-setosa
+58,4.5038116546293745,2.308979976272941,1.2964931508498445,0.29518376150454434,Iris-setosa
+59,5.985639402968898,2.7013032716286167,5.080319440962877,1.611526417014212,Iris-versicolor
+60,6.011866640130607,3.0,4.80762035118416,1.7995291462781735,Iris-virginica
+61,6.026069978886022,2.707320788865057,5.103982397184648,1.6114680933737116,Iris-versicolor
+62,6.370963151401283,2.895087437661046,5.398000464793758,1.7884490558376116,Iris-virginica
+63,6.695186644850873,2.502938785644553,5.734953519058178,1.8025224333840344,Iris-virginica
+64,6.288158699426923,2.5284561350397587,4.942563987575271,1.5472427363947763,Iris-versicolor
+65,6.001027456902095,3.0,4.769462716710651,1.798302328903853,Iris-virginica
+66,5.096214416470763,2.492077496732353,2.856775686907253,1.0825722391553112,Iris-versicolor
+67,5.104277797268433,3.79326056062272,1.5514045012318887,0.20371147150545058,Iris-setosa
+68,7.700236753283893,2.6143887929882883,6.89999876963166,2.291430778363361,Iris-virginica
+69,4.613958550440452,3.404649351756823,1.399347519090622,0.3428777452467399,Iris-setosa
+70,7.243317444637305,3.0,6.08813289944398,2.043253642532732,Iris-virginica
+71,5.694002412102927,2.5117110802012643,5.010335205143661,2.003614162940061,Iris-virginica
+72,6.029518328167001,2.8931533924019734,4.535450999720081,1.5135890829263083,Iris-versicolor
+73,6.114030253233982,3.0,4.5691636391087345,1.4085252792978034,Iris-versicolor
+74,4.871521706243814,2.3837080301277296,3.3063692469986274,1.060704012006974,Iris-versicolor
+75,5.876758206379726,2.8146320575175126,4.587303306644402,1.326647375024094,Iris-versicolor
+76,6.7877941784045595,3.1851776130954956,5.902496186495314,2.3063054281004147,Iris-virginica
+77,4.501671756039112,2.291084636123125,1.2974722244702364,0.3383870877153953,Iris-setosa
+78,6.413474297766616,2.901022975201205,4.318016844677285,1.3147931073423973,Iris-versicolor
+79,5.62622336398383,2.7254967754922808,4.370367481417949,1.280224473950219,Iris-versicolor
+80,6.121594502690441,3.0,4.627018845252962,1.4000695431714085,Iris-versicolor
+81,6.095803992661963,2.604435021086864,5.591428965758784,1.4114281550245542,Iris-virginica
+82,6.495761742461449,3.0,5.835158249431948,2.206686149007885,Iris-virginica
+83,5.524722768806972,2.5797078444348527,4.327292371694227,1.1961705755819045,Iris-versicolor
+84,5.558868998496639,3.0,4.242059559401919,1.299295920913754,Iris-versicolor
+85,6.512323500773408,3.3489847577043723,5.606235916411698,2.2994828833748264,Iris-virginica
+86,4.788923605072069,3.0,1.3999197639391792,0.2941084047693361,Iris-setosa
+87,5.058781715850046,3.377361019080313,1.4810385719365724,0.19827359493582541,Iris-setosa
+88,5.881088149209266,3.2016411477561504,4.827894435443115,1.8022809739474943,Iris-versicolor
+89,6.861711216647162,3.1851496009387605,5.820102872513266,2.288668345715529,Iris-virginica
+90,6.719749948765909,2.500500292282189,5.839553445758454,1.7995273453399663,Iris-virginica
+91,6.633466538884029,3.0,5.692093003732255,2.1202009469081093,Iris-virginica
+92,5.989330582938341,2.9025154573158862,4.4844309285920625,1.4911589038871198,Iris-versicolor
+93,6.010369045637959,2.2,5.020530255368947,1.4916759384490756,Iris-virginica
+94,5.212281299511099,3.8181727096248186,1.5286688665020296,0.48012892112136035,Iris-setosa
+95,4.797675106032707,3.0,1.390996753442808,0.1,Iris-setosa
+96,5.634509238088217,3.0,4.068638853929172,1.31015861385559,Iris-versicolor
+97,5.60564801705579,2.700588173110497,4.428499284990544,1.2662588634213219,Iris-versicolor
+98,5.969889778382565,3.0,4.794162042160802,1.8022953506774908,Iris-virginica
+99,6.346941221509424,2.7060409071468845,5.007388141933725,1.8056119775824409,Iris-virginica
+100,6.547885946941973,3.188288472195995,5.150791844858489,1.9626301558636665,Iris-virginica
+101,6.6764061807414405,2.5787570426623256,5.703857758530145,1.8189375491200397,Iris-virginica
+102,6.7670327929879655,3.0,5.433672327105097,2.0925819762429416,Iris-virginica
+103,5.987348990879482,2.872747486784435,4.6281240053984725,1.4657295027994302,Iris-versicolor
+104,5.6251774500801,3.8389180049286,1.7872427568391125,0.29925806649221387,Iris-setosa
+105,6.701907852196853,3.2916863635427482,5.705360801089737,2.0834806162656445,Iris-virginica
+106,6.738739035257087,3.3325005486125305,5.756398355141649,2.5,Iris-virginica
+107,5.2346963447573485,3.764767368157546,1.5534389369142363,0.2043688770820824,Iris-setosa
+108,7.359621093230572,2.890391540443661,6.328647643839593,1.8001764115003769,Iris-virginica
+109,6.306170959295812,2.696712068984121,4.900596644038168,1.8003823140214958,Iris-virginica
+110,5.008269044940681,3.316057854687334,1.4023947509575723,0.2038900454419091,Iris-setosa
+111,5.922616312158307,3.207040734420928,4.8066056144707385,1.7982529219429528,Iris-versicolor
+112,5.422274082573736,3.4085098119654833,1.6848780011500624,0.2038826555631447,Iris-setosa
+113,6.014146396504051,2.7009331314654568,5.103143882286599,1.6042127782005027,Iris-versicolor
+114,6.76493920259981,3.089526827351684,5.141032266584158,2.231993571405477,Iris-virginica
+115,5.080316722638256,3.399450361622438,1.5335170791595134,0.2011300872397496,Iris-setosa
+116,5.771206361418459,2.80722630339838,5.079425010277869,2.3960507805930256,Iris-virginica
+117,5.661210393955059,3.7329806325687684,1.6462679132092055,0.2880464094065113,Iris-setosa
+118,5.223158200367232,2.707356878688817,3.8937607473924567,1.4069645518223866,Iris-versicolor
+119,5.410040242506026,3.0,4.466698347085189,1.4873610628925595,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/23/test.csv b/iris/tab_ddpm/7_2/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/23/train.csv b/iris/tab_ddpm/7_2/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/23/val.csv b/iris/tab_ddpm/7_2/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/24/synth.csv b/iris/tab_ddpm/7_2/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e742bf345eefa3a5cab25414984ba71570b70f05
--- /dev/null
+++ b/iris/tab_ddpm/7_2/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.6021661387405866,3.4044123601313334,1.403936310401568,0.296623756330576,Iris-setosa
+1,5.40131328055581,3.0,4.494904401929974,1.4888229098715204,Iris-versicolor
+2,6.791359570967529,3.1479799003643447,5.73556315091407,2.285090019720792,Iris-virginica
+3,7.688914567542747,2.5976116481811293,6.899998218915077,2.2852142011450045,Iris-virginica
+4,5.398823893817284,3.0,4.492052449568666,1.503135870160747,Iris-versicolor
+5,4.993174871047295,3.288472958664822,1.3982623122279496,0.19827881525845886,Iris-setosa
+6,5.7113547147309545,2.507823150093607,5.002835567585947,1.9861801014324807,Iris-virginica
+7,7.899998907783905,3.824619892062961,6.422481747348843,2.017275147782002,Iris-virginica
+8,6.790925853321841,2.806070943616572,4.760963034587046,1.4023079975237407,Iris-versicolor
+9,5.78596515927898,2.881697367588167,4.44315506631985,1.3549962424837085,Iris-versicolor
+10,5.539357679721177,2.4586070256335644,3.81894591635998,1.0906176132759784,Iris-versicolor
+11,5.584362835421543,2.8238365051288863,3.553312404839529,1.2767030943530608,Iris-versicolor
+12,5.998537230356916,2.681275810507942,5.1000431282192356,1.6034777864729706,Iris-versicolor
+13,5.65678602326956,3.0,4.0159448432977705,1.3411189315869032,Iris-versicolor
+14,7.686244850882535,2.6089575992561405,6.899998917740078,2.279339670129907,Iris-virginica
+15,5.844200149109221,3.0,4.214904446403125,1.4624727710314434,Iris-versicolor
+16,6.627923721373354,3.1847130099248124,5.568800795726724,2.004678170587556,Iris-virginica
+17,5.525091732839275,2.6468365528534803,4.138465303713098,1.261847210772302,Iris-versicolor
+18,4.97678664163464,3.2871525328808007,1.4005127090500284,0.20378253516672065,Iris-setosa
+19,6.003170565319887,3.0,4.80626571478271,1.7945960499881939,Iris-virginica
+20,4.996399986581521,3.2089998254764263,1.2,0.19777139731769477,Iris-setosa
+21,5.789428598976754,2.787531311958317,5.096242556047068,2.394843735277223,Iris-virginica
+22,6.114337617542418,3.0,4.611442025272603,1.4040536242216293,Iris-versicolor
+23,4.4,2.861051035822584,1.404555731059799,0.20272018520193488,Iris-setosa
+24,4.984922780509981,2.425993932781177,3.210568468971326,1.0951544440485617,Iris-versicolor
+25,5.605414065654441,3.720558421827619,1.6855186026454956,0.2923047845133415,Iris-setosa
+26,4.8688795993432965,3.0,1.3877448488475717,0.21683553912540554,Iris-setosa
+27,5.144598429803866,3.618345750898692,1.4970700212359258,0.34129472875731554,Iris-setosa
+28,6.81954592650865,3.2033157765355575,5.808327843128128,2.276055000299529,Iris-virginica
+29,4.4,2.91458344570278,1.3914074400887124,0.20089822128131313,Iris-setosa
+30,5.157982089759936,2.6292617022160747,3.5405460746276005,1.3205051444556608,Iris-versicolor
+31,4.902122046165818,3.090859374019363,1.4923902816263164,0.1,Iris-setosa
+32,6.9833180405018815,3.0,5.671566745660096,2.1115670070606596,Iris-virginica
+33,5.091664619842181,3.795379240625584,1.5149481994385348,0.20355587321931712,Iris-setosa
+34,6.708878138917021,3.30950939111765,5.7854685776378405,2.5,Iris-virginica
+35,5.587073402219358,3.0,4.107511508763261,1.3067672360898546,Iris-versicolor
+36,5.560168401882066,2.474938271384116,3.8603925321756054,1.1039570223832071,Iris-versicolor
+37,5.476009165115327,4.199999228003255,1.3994947827191118,0.20492233902943927,Iris-setosa
+38,5.9077857761490025,3.0,4.1575585621401885,1.5325323660065853,Iris-versicolor
+39,5.990187560736631,2.6937483063454235,5.099434840889767,1.6049626203278977,Iris-versicolor
+40,7.033752765787404,3.0,5.747544210507336,2.088910350848149,Iris-virginica
+41,5.952907825191235,3.0,5.090538541690967,1.801775250430768,Iris-virginica
+42,6.041731293157605,3.0,4.7708681733624365,1.802393938535261,Iris-virginica
+43,5.5182818632561546,2.440098688080499,3.776826043543627,1.0879398737605033,Iris-versicolor
+44,6.0316795043972755,2.2,4.989221723736328,1.5458977844944441,Iris-virginica
+45,5.916186819132506,3.0,4.237261950349715,1.527350659698627,Iris-versicolor
+46,5.054370388406181,3.3559912164151315,1.4673331085274526,0.19985327013630352,Iris-setosa
+47,4.400000587637632,2.8931864478270786,1.3966817167205234,0.20349136186169126,Iris-setosa
+48,6.3074482246171835,2.905699776056705,5.581958183665604,1.7994195170377212,Iris-virginica
+49,7.684930273156815,2.60150661233708,6.899998825307641,2.2899346300230685,Iris-virginica
+50,6.291976507408527,2.5145093014345865,4.966960281890586,1.5032000695953966,Iris-versicolor
+51,5.099520798433302,3.468705943137649,1.4021499102073278,0.3052955259857075,Iris-setosa
+52,5.087116782783608,3.489990837648699,1.407186335796736,0.3226922065177147,Iris-setosa
+53,6.951929711783338,3.114190651417409,5.088875221316675,2.3096488043313905,Iris-virginica
+54,6.2310879033628295,3.261047842659154,4.7196115713444255,1.6602996726377437,Iris-versicolor
+55,6.7942529223705295,3.0,5.514473440784226,2.0970182799319628,Iris-virginica
+56,5.52479272328682,2.434040091932889,3.877976128510369,1.0853652932942672,Iris-versicolor
+57,5.674152062441976,2.88582829308615,4.343885486362769,1.293386712251054,Iris-versicolor
+58,6.0025247502190915,2.200000386154078,4.964592678867028,1.5022906359381412,Iris-virginica
+59,6.011276739315555,2.705128202336844,5.102606746785719,1.5973056308410771,Iris-versicolor
+60,5.09516971553083,3.484398408731733,1.3947048203418655,0.2998345136520518,Iris-setosa
+61,6.300198207950535,3.306418440262963,4.696067069724728,1.6248001372687033,Iris-versicolor
+62,6.2909914735501165,2.6882860584017596,4.8919314896508235,1.8023772881116662,Iris-virginica
+63,6.357364898943547,3.269459066155288,4.772958760518123,1.6453318423427308,Iris-versicolor
+64,4.872643127036354,2.4222031529686356,3.256167821857087,1.0397467261924191,Iris-versicolor
+65,5.976909392949944,2.961021078739963,4.420093086757955,1.4842630398436278,Iris-versicolor
+66,4.8990476230135185,3.1108429908462796,1.4955926214813462,0.10000011082434748,Iris-setosa
+67,5.576122439169016,2.55586458656003,4.012166778964051,1.2002939032394704,Iris-versicolor
+68,6.220378524434523,3.0,4.645492411634151,1.432408597726516,Iris-versicolor
+69,4.642519037398044,3.2038903835664043,1.4000311502968645,0.19943927654117538,Iris-setosa
+70,5.576163189704354,2.4610581164419307,3.9232362408652053,1.0825891223034287,Iris-versicolor
+71,4.747219496599833,3.0,1.3908724233608256,0.32462228569998663,Iris-setosa
+72,5.6524587537415085,3.7551152370726806,1.6934768818471715,0.32730833127802056,Iris-setosa
+73,6.679700276663067,3.3016951006690323,5.6610891213522265,2.5,Iris-virginica
+74,7.9,3.7809981326048963,6.42729758771357,2.0025684230052434,Iris-virginica
+75,6.274304404752232,2.893327693736886,5.56832709523866,1.7998604566764542,Iris-virginica
+76,6.436803918032436,3.033752727025458,5.330695701635892,1.861809079332855,Iris-virginica
+77,5.90765117170652,3.20668918571498,4.802250350859247,1.8008878258186223,Iris-versicolor
+78,5.358470383074929,3.3929996031181293,1.570773030023669,0.4739171835964422,Iris-setosa
+79,6.479383403221035,3.0,5.79412994684258,2.1935087968089633,Iris-virginica
+80,4.9059653921392075,3.0,1.400923175867929,0.197669590374761,Iris-setosa
+81,6.823647909500983,3.2065752597582455,5.894483410380628,2.303009938954439,Iris-virginica
+82,5.012946730981271,3.4353144804449007,1.5333172746526103,0.3751848672897026,Iris-setosa
+83,5.5865022684901495,2.4818637349405654,3.756785372662667,1.1196125286684717,Iris-versicolor
+84,5.703413868215833,2.550646830468843,5.0312417229868815,1.9716308750945135,Iris-virginica
+85,5.568228354571818,2.6021581570671644,4.262553850370404,1.2437563590083989,Iris-versicolor
+86,5.01373653252207,3.3248939057013946,1.406249190548981,0.19632524827229444,Iris-setosa
+87,5.186304271018186,2.6981605754153666,3.9899279928521167,1.395022112917939,Iris-versicolor
+88,5.394444873459346,3.0,4.45588222022544,1.4844106016499827,Iris-versicolor
+89,6.30577650213276,2.3013744689981115,4.386331682601264,1.304881279978649,Iris-versicolor
+90,6.026400460446685,2.696684719371335,5.097071791432482,1.5886319414603778,Iris-versicolor
+91,5.503476076992013,3.5006500771216436,1.6063340645005442,0.3453872095083321,Iris-setosa
+92,6.591478515174849,3.1909796534748054,5.113176278072133,2.0217720182126215,Iris-virginica
+93,5.10378479195845,3.2981723254962194,1.6902937362040917,0.46155334233591616,Iris-setosa
+94,5.899182081666769,3.0,5.110818045089608,1.7915425593082264,Iris-virginica
+95,5.2205346834182675,2.7062885827208074,3.704004666254887,1.4030941013923928,Iris-versicolor
+96,6.478590311894944,3.185414980118092,5.100435951665174,2.008759642487682,Iris-virginica
+97,5.137511929205137,3.3026220180985417,1.628017094083808,0.48038331769292697,Iris-setosa
+98,5.598728399164425,2.9912424953358725,3.7560277831894804,1.290996989365346,Iris-versicolor
+99,6.6887539342538425,3.2899160682614275,5.6801264234334194,2.4999996322108964,Iris-virginica
+100,4.899005952189599,3.1137559518354077,1.5449757574025302,0.10000009900060575,Iris-setosa
+101,5.94649704572168,2.200000331192987,5.026469155695621,1.4907691245569419,Iris-virginica
+102,4.616642763396808,3.1886234464128647,1.3987380115066803,0.1988346770244488,Iris-setosa
+103,5.707066255313821,2.472736799683661,5.002254484222668,2.0037143457861815,Iris-virginica
+104,6.71935320791611,3.3042790979138785,5.755931255341787,2.5,Iris-virginica
+105,6.388066585604286,2.898935921386927,4.302918828938271,1.288019266798976,Iris-versicolor
+106,5.775682529821726,2.793243640871909,5.08429116451826,2.3979135893705337,Iris-virginica
+107,6.070860110623827,2.3218025568816163,4.2913925932074335,1.2202194268299982,Iris-versicolor
+108,6.715405146695729,2.4957954918046674,5.78327626124805,1.8177769311498317,Iris-virginica
+109,5.014622864019537,3.4211714889562073,1.6408878875333217,0.3887790494867904,Iris-setosa
+110,5.119196195714588,2.5018892192679694,2.9272388384306463,1.0666656002981099,Iris-versicolor
+111,5.598029253180711,2.99896603823168,3.908483474820688,1.3110997479792674,Iris-versicolor
+112,7.6925280013995305,2.601432520605607,6.899998613114085,2.27925073256334,Iris-virginica
+113,4.870092300481871,2.3838280170135704,3.2604892606196385,1.005452439952878,Iris-versicolor
+114,4.4,2.896801115458051,1.4070664116688718,0.20334015617645382,Iris-setosa
+115,5.542812489180849,2.6282929864265863,4.364858172091891,1.2134605257792126,Iris-versicolor
+116,6.303403568853334,3.3112387623504467,4.709194880477548,1.5877935855205854,Iris-versicolor
+117,4.4,2.895973729255475,1.4039500779771794,0.20447759951615174,Iris-setosa
+118,5.106774099056213,2.4926683803584706,2.990970140484423,1.1217073052113284,Iris-versicolor
+119,5.5775681530126215,2.6760224883678556,4.421110506339829,1.2441085970600416,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/24/test.csv b/iris/tab_ddpm/7_2/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/24/train.csv b/iris/tab_ddpm/7_2/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/24/val.csv b/iris/tab_ddpm/7_2/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/25/synth.csv b/iris/tab_ddpm/7_2/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..003ed9ed077b9932ec59bd9dd9002d951c7c6f18
--- /dev/null
+++ b/iris/tab_ddpm/7_2/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.422226820281649,3.410226470376408,1.6362204179197348,0.19287410020132606,Iris-setosa
+1,6.314609183754039,2.2685006029358625,4.4262819946694,1.3083122218286236,Iris-versicolor
+2,4.988691386231408,3.201817720831269,1.2,0.19685591363675087,Iris-setosa
+3,6.948785479512492,3.0877639595918613,5.105314850969727,2.2950843967941155,Iris-virginica
+4,6.756085600819195,3.0,5.372706524239822,2.0901134865624593,Iris-virginica
+5,5.965162068033192,2.7981946110750866,4.614082032031101,1.2553814339378269,Iris-versicolor
+6,7.668350837108178,2.6238956477249937,6.899998250900904,2.297432431920298,Iris-virginica
+7,4.906307179176081,3.0,1.3766263496713007,0.19992867653219132,Iris-setosa
+8,5.233810015414808,3.864608916280022,1.640768470800683,0.43606707014185525,Iris-setosa
+9,5.9908907937320075,2.2,4.952986365888039,1.5352842729278506,Iris-virginica
+10,5.415353607962031,3.4061725609028923,1.7667937134428113,0.19908265073992765,Iris-setosa
+11,6.192676203913187,2.2000003158919896,4.485862183972834,1.4756221504908043,Iris-versicolor
+12,6.413319002149414,2.9063451328933887,4.319838463644005,1.2999309767460654,Iris-versicolor
+13,5.705721019699852,2.5017613539922627,5.004135366092811,2.00893796731766,Iris-virginica
+14,6.80696412960041,3.189645308433631,5.878870223408176,2.3028075487480715,Iris-virginica
+15,6.682098756970575,3.0,4.967756490889604,1.6994524888129177,Iris-versicolor
+16,6.848801585692046,3.196999455821155,5.746516577881289,2.302044966011,Iris-virginica
+17,6.9109206694548355,3.186845576878074,5.860556719905879,2.3042725980371808,Iris-virginica
+18,6.832716100897154,2.8185414049775677,4.789552677352851,1.3725662496132813,Iris-versicolor
+19,6.903762464110373,3.087109974650626,5.1044215187446556,2.286586553302847,Iris-virginica
+20,6.686663166412099,3.291842662370785,5.717068479548025,2.1173033283556713,Iris-virginica
+21,6.886165411215495,3.211433492842729,5.823932256529778,2.293687755125639,Iris-virginica
+22,5.595992554912422,2.7490599174369597,4.338190483259103,1.2848197202599692,Iris-versicolor
+23,5.9888914071961175,3.0,4.893532179480847,1.8060972740126493,Iris-virginica
+24,4.569743671500434,3.3894003008076172,1.3979657895701547,0.32758390252133696,Iris-setosa
+25,7.709614539272122,2.618426810483073,6.899998868404808,2.3012727159175874,Iris-virginica
+26,5.404747542077998,3.0,4.4954433125376285,1.4977116253062195,Iris-versicolor
+27,5.465284559665563,2.392197495524801,3.8011473247191025,1.0906420007518889,Iris-versicolor
+28,5.0925514709939295,3.711343508307395,1.5664362924854764,0.1981759691944265,Iris-setosa
+29,7.706627124858303,2.611078077641685,6.899998434610754,2.2974258622931143,Iris-virginica
+30,7.284910317733146,2.885781103621234,6.260199473082992,1.7996776893902406,Iris-virginica
+31,6.354749890280067,2.9671690995598614,5.536779940302735,1.799888009516119,Iris-virginica
+32,6.3920064240185175,2.9075872162238086,4.287462752013148,1.2988772095844765,Iris-versicolor
+33,5.091795739666731,3.393495979398823,1.514221444318636,0.20424692012727358,Iris-setosa
+34,6.295557715940619,2.2985017229049642,4.432031801545506,1.3216126649182691,Iris-versicolor
+35,6.793854498417133,3.0,5.723507086011509,2.170041049560743,Iris-virginica
+36,6.145451453328437,3.0,4.5581769949643025,1.3737811905516457,Iris-versicolor
+37,6.322386546985765,2.5007624392050776,4.922563227118878,1.5089446858195208,Iris-versicolor
+38,6.228569276108712,2.2000002853941254,4.470915737772056,1.5046936576114827,Iris-versicolor
+39,5.912415087604444,2.9161565923572867,5.028491651582395,1.8074405479819136,Iris-virginica
+40,6.681086377870795,2.488512386092755,5.806583029337266,1.8076811892322866,Iris-virginica
+41,6.515706290635351,3.2026402171666,5.1038508303884145,2.009309262432803,Iris-virginica
+42,5.693127722320891,2.7992159354691566,4.455029247224781,1.2775500452307031,Iris-versicolor
+43,7.320824914540564,2.9097399227405067,6.304137156513384,1.8084798918404286,Iris-virginica
+44,5.339829617337329,3.6764933683658936,1.5621618204140002,0.19826197738020598,Iris-setosa
+45,6.096947932517991,2.6048969598485585,5.576195253142796,1.4120743238217128,Iris-virginica
+46,4.865073190261332,3.085813088979796,1.6480526245144842,0.10000013335267208,Iris-setosa
+47,5.560769750141452,2.5537594369674483,4.276074639357396,1.1510915113126323,Iris-versicolor
+48,7.899998985970311,3.8419644251780642,6.411743580117159,2.001236880005682,Iris-virginica
+49,5.614099881594122,3.730509030589768,1.7096795773449802,0.3526024275402822,Iris-setosa
+50,4.9970722489096255,3.407273046181238,1.4994953367411148,0.36091459264901554,Iris-setosa
+51,6.344902946913612,2.7033610269601955,5.056463136395137,1.834688701415467,Iris-virginica
+52,4.876468411283263,3.078480728006023,1.4970644325931912,0.10000010920450958,Iris-setosa
+53,6.6789120779919005,3.2869558348732153,5.678722404172581,2.1002196002884963,Iris-virginica
+54,5.5062037316773225,2.5832963743124044,4.358943738762838,1.181859034747001,Iris-versicolor
+55,6.922781072541117,3.0943137380047654,5.1047861801182055,2.292849130561727,Iris-virginica
+56,6.910003106267531,3.0,5.633448864044268,2.1015259741813335,Iris-virginica
+57,5.384597837305117,3.9216733611157264,1.5443584912047983,0.3297798901242187,Iris-setosa
+58,6.109069789784462,3.0,4.600659332479418,1.4092822454394651,Iris-versicolor
+59,6.398273908381346,2.8945378523321734,4.290683456148282,1.2890871281268026,Iris-versicolor
+60,5.034233351039193,3.469238869917655,1.4987278991340809,0.4168327861557874,Iris-setosa
+61,6.546382969459202,3.2221453509946887,5.142348608082528,2.0121673652532728,Iris-virginica
+62,5.65362269695017,3.79512040182765,1.5487636758909173,0.2998434719531883,Iris-setosa
+63,6.693514004209752,3.0,4.987151872047108,1.7097967462179944,Iris-versicolor
+64,6.478236193347799,3.0,5.466729295731,1.8025050405837293,Iris-virginica
+65,6.712770609491959,3.305409680494676,5.759234863329661,2.49999954772106,Iris-virginica
+66,6.50156472412434,3.200118509461054,5.097287555107662,2.005535422492593,Iris-virginica
+67,4.830692997146659,3.0,1.4006030798631666,0.10000011240607871,Iris-setosa
+68,7.172535945167399,3.0,5.919285894877356,2.090504004890782,Iris-virginica
+69,6.398587343656751,2.689339585920587,5.297380881597764,1.897155637692943,Iris-virginica
+70,5.292507440646072,3.6542119612687145,1.4989180395159667,0.19981415103083822,Iris-setosa
+71,6.301405428833069,3.2940102592002294,4.700010895572745,1.6071018925532814,Iris-versicolor
+72,4.903518147378458,3.092373975577079,1.5365783286462955,0.10000011455985243,Iris-setosa
+73,5.4272917506169245,3.4069000304455654,1.5238227505015915,0.361372882657674,Iris-setosa
+74,4.865617087378901,3.051337878529542,1.4817964784226594,0.10000012652346305,Iris-setosa
+75,6.285092230811353,2.4930779956393554,4.9212412972774935,1.4991282517247506,Iris-versicolor
+76,5.127236702343053,3.5353966307991627,1.3998004771085881,0.2998671072617719,Iris-setosa
+77,6.691447818874232,3.2986535394409593,5.7414432123589725,2.499999370961026,Iris-virginica
+78,6.381224327421968,2.7810722697094925,5.363265871589239,1.8402140242290024,Iris-virginica
+79,6.117199109602356,3.0,4.617651644754127,1.3978339089063385,Iris-versicolor
+80,6.282290891713431,2.507481422848927,4.905531452858527,1.5070111853549555,Iris-versicolor
+81,6.705811345688057,3.296128563743149,5.72969273388867,2.5,Iris-virginica
+82,6.321601171711522,2.694763003707228,4.910228773670383,1.807459521316641,Iris-virginica
+83,4.913513505749993,2.3913486594425466,3.2347798853686425,1.016987743756706,Iris-versicolor
+84,6.098602221671703,2.5953033997647106,5.62435444277515,1.3645144450546627,Iris-virginica
+85,6.110799131080076,2.819486396949441,4.651457927410079,1.2014154648917559,Iris-versicolor
+86,6.07463242467633,3.0,4.594928420647073,1.4211148644069955,Iris-versicolor
+87,4.829649198945484,3.0,1.4004864049200172,0.29216768113169045,Iris-setosa
+88,6.4918872145056605,3.0,5.433839020153117,1.8573531818349216,Iris-virginica
+89,6.930141098710834,3.104831449494296,5.088042447790744,2.2918806679040173,Iris-virginica
+90,5.91047839056248,3.176573356526511,4.840579833540307,1.7993606189900944,Iris-versicolor
+91,4.611872902268142,3.3968444062531375,1.404160681850604,0.36084003508255924,Iris-setosa
+92,6.7140619689116665,3.305606437235291,5.739438471010476,2.5,Iris-virginica
+93,5.683428907614037,3.7779952470176354,1.783329942620058,0.2953578737861215,Iris-setosa
+94,6.015922108452879,2.200000328956369,5.000869115739748,1.4982309641603329,Iris-virginica
+95,5.506711350019585,4.2,1.3831555359425651,0.19149377628935899,Iris-setosa
+96,6.022587155191839,2.68320506727489,5.105496308647712,1.5879743504127757,Iris-versicolor
+97,4.799616740288755,3.0,1.4003209476366048,0.30514043593418144,Iris-setosa
+98,5.954841259590342,3.0,4.831665163332656,1.8054594226795642,Iris-virginica
+99,5.217663264485297,3.4056122683209775,1.5662850714294219,0.1963952877439521,Iris-setosa
+100,6.823316069711546,3.024184051156521,5.178390170031061,2.195815019433658,Iris-virginica
+101,5.615595213857036,2.9741753330929694,3.7721128517836426,1.3278497168347498,Iris-versicolor
+102,5.59224112382014,2.5581006183095067,4.0410692686280845,1.1549386943682984,Iris-versicolor
+103,5.987225587744025,2.7253507113434146,5.094242169441068,1.5988316487330287,Iris-versicolor
+104,5.323162914889233,3.858474470545251,1.5664147237020902,0.361215943444491,Iris-setosa
+105,5.953890483702958,2.200000312600726,4.954233107061272,1.4919363223796016,Iris-virginica
+106,4.898399760938892,3.102467583519859,1.4995803563972738,0.1,Iris-setosa
+107,5.087264106791762,3.28747609641508,1.7259142603057287,0.44823477410349305,Iris-setosa
+108,4.906182051121607,3.0,1.3986213685684827,0.19365012675238485,Iris-setosa
+109,5.275961077544211,3.745518513171587,1.4990009338096417,0.2061441535337908,Iris-setosa
+110,6.292764570498727,2.312626840669066,4.419297086969228,1.3222253282257659,Iris-versicolor
+111,5.149522826583184,3.498059113689165,1.401247548447641,0.29447394776132885,Iris-setosa
+112,5.493987467523438,3.0,4.425859397335513,1.4743574077561121,Iris-versicolor
+113,5.750715711470305,2.5992799907069317,5.062495070456404,1.9559209721497413,Iris-virginica
+114,6.4737459565398146,3.0,5.517238241228175,1.8012154024326594,Iris-virginica
+115,6.210757356129728,2.2,4.504648532203243,1.5365971310245932,Iris-versicolor
+116,5.9019864698899385,3.0,5.094969553450752,1.7969473220988634,Iris-virginica
+117,5.274434244585122,2.723484834946008,4.014024154533176,1.3885320278348816,Iris-versicolor
+118,5.710097810812194,2.9082503716318886,4.417553726430904,1.3206643203522024,Iris-versicolor
+119,5.889427266647436,3.0,5.077506685796026,1.8017189942184815,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/25/test.csv b/iris/tab_ddpm/7_2/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/25/train.csv b/iris/tab_ddpm/7_2/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/25/val.csv b/iris/tab_ddpm/7_2/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/26/synth.csv b/iris/tab_ddpm/7_2/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c2201cc0f0f0b6a5f67be868ea1ea731b5f5bbc
--- /dev/null
+++ b/iris/tab_ddpm/7_2/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.129647783827769,2.498281979376027,2.909618510289934,1.1068091223608343,Iris-versicolor
+1,6.682953405076195,3.304051779718945,5.713229461705817,2.103313006023007,Iris-virginica
+2,5.3956900493428686,3.0,4.495848105877719,1.4938078342206533,Iris-versicolor
+3,4.952926671839129,2.4297753302549827,3.264249030781714,1.0822605747254206,Iris-versicolor
+4,6.341634350009064,3.3904157791389644,5.603418163625085,2.3993370848979927,Iris-virginica
+5,6.685757549773965,3.3065351207748552,5.7266805122320905,2.4999995767221375,Iris-virginica
+6,6.309749760570396,3.3931607216295627,5.5969053745249955,2.3963284156258644,Iris-virginica
+7,5.152694091064833,3.7573689165935424,1.6506991937417814,0.2018039653857131,Iris-setosa
+8,6.303120185965498,3.4021210053112725,5.6593794032950155,2.3962323736857467,Iris-virginica
+9,5.004074216303691,3.4003826068344902,1.6659405614154872,0.3819543989336932,Iris-setosa
+10,4.891513524941718,3.0823981036413963,1.4955843340510346,0.1,Iris-setosa
+11,6.290941914691267,2.298045034325428,4.396896933572055,1.3204801086419775,Iris-versicolor
+12,4.99366030313773,3.3996075139302984,1.6084888272896036,0.36492106537037916,Iris-setosa
+13,4.94438399622271,2.419709277846652,3.315285388572205,1.0787441636276682,Iris-versicolor
+14,6.37856423373545,2.890545078494112,4.287859039223787,1.3115714094877118,Iris-versicolor
+15,5.595817778899982,3.699429312852741,1.5821427160224588,0.2536398631665876,Iris-setosa
+16,5.087492738036834,3.292745723408257,1.556452841566499,0.46991382244140434,Iris-setosa
+17,4.9989845114862534,3.392266210084333,1.562445364104974,0.4468797084991899,Iris-setosa
+18,5.384449765819635,2.855724761947464,3.7841381111004893,1.406043723775363,Iris-versicolor
+19,4.610762665928943,3.195910124242426,1.4039361607507455,0.20269724988443819,Iris-setosa
+20,6.000116992806342,3.0,4.708251514240187,1.7976811821315162,Iris-virginica
+21,5.037742923321521,3.5493256577252357,1.5380331432964984,0.3773168701171724,Iris-setosa
+22,5.094832467207002,3.457168330431064,1.391219566351264,0.2959556799200416,Iris-setosa
+23,6.701151055946197,3.298836915279071,5.6794566098696,2.1034340050600058,Iris-virginica
+24,6.105387420923739,3.0,4.624823430708978,1.3660452450487608,Iris-versicolor
+25,7.9,3.8338833462181396,6.416473692743603,2.0145517384145406,Iris-virginica
+26,6.288538594054668,2.298857518713007,4.378976364928897,1.3066919695600656,Iris-versicolor
+27,4.78103380292194,3.0,1.4036626438347197,0.28957423442811553,Iris-setosa
+28,5.717924143828581,3.7791226607003776,1.6194384507609523,0.2995644375461499,Iris-setosa
+29,5.004406689444443,3.2063657564137467,1.2,0.2025635509158326,Iris-setosa
+30,6.2252108935774295,2.6024160662951283,5.018309105132987,1.5297557323080562,Iris-versicolor
+31,6.546576786302935,3.0,5.4971572651903315,1.8077565856801512,Iris-virginica
+32,5.528259200738866,4.199999281849116,1.4036404389835129,0.20775791464529011,Iris-setosa
+33,4.836990570073559,3.0,1.392509615859085,0.2785383315932517,Iris-setosa
+34,6.0657925807047,2.9183872266857493,4.655308291967568,1.3182277589017535,Iris-versicolor
+35,6.0833779217170365,2.5979632099153944,5.599615985326235,1.412945661352066,Iris-virginica
+36,4.818696306372532,3.0,1.396897159266107,0.289201513947656,Iris-setosa
+37,5.826253744740855,2.819263555702434,5.1048841206713265,2.4074903701727015,Iris-virginica
+38,5.18713349869043,3.5356425860635428,1.4076952566937613,0.2950094355130094,Iris-setosa
+39,6.701286511824772,3.3080036177035264,5.669576396724662,2.109936786052657,Iris-virginica
+40,6.710964191616729,3.286552881503202,5.689695072983935,2.1358748897379685,Iris-virginica
+41,5.972961771194288,2.2,4.976633670432618,1.4805621753407854,Iris-virginica
+42,5.007622795316854,3.2042692492116274,1.2,0.20185037850066515,Iris-setosa
+43,6.708138766806134,2.4964649228728883,5.705352678179668,1.7880156386551582,Iris-virginica
+44,6.470280068594089,3.0,5.499205181904348,1.7943550717869527,Iris-virginica
+45,5.092405426804446,3.7884189811849347,1.5147123504996705,0.20295160098926915,Iris-setosa
+46,5.735320309678072,2.565609973073613,5.040345367407666,1.9213975687595548,Iris-virginica
+47,6.186546514710988,2.2,4.472981002272122,1.4968228686162899,Iris-versicolor
+48,6.305427462904944,3.3048393279248,4.725195556105313,1.6230670492838142,Iris-versicolor
+49,5.862858887266362,3.0,5.117333307712476,1.803112029263327,Iris-virginica
+50,6.727393429892484,3.3031535232965443,5.746205776230342,2.5,Iris-virginica
+51,5.030888413648129,2.466756640839076,3.092721701562555,1.0878390915334304,Iris-versicolor
+52,6.287875999694201,2.294401564262503,4.388620246463688,1.3012875215220616,Iris-versicolor
+53,6.798839816733942,2.7911318477147398,4.776006569345484,1.3751234200466653,Iris-versicolor
+54,4.877943443024019,2.388095683257018,3.2680798482552094,1.0510516348419174,Iris-versicolor
+55,4.973658512127095,3.404225804184414,1.4995898611380434,0.3529009909552347,Iris-setosa
+56,4.8690994056896955,3.097835400196221,1.5407112479274618,0.10000010037702947,Iris-setosa
+57,6.31209187673428,2.928313578502046,5.5534838371340145,1.8008914991576037,Iris-virginica
+58,7.687195402060723,2.5640921108210843,6.9,2.3158511041819234,Iris-virginica
+59,5.479630790738659,2.3763590507865953,3.682615281496585,1.0851167088478215,Iris-versicolor
+60,4.812216137379495,3.0,1.393941040239276,0.1,Iris-setosa
+61,6.023229937349753,3.0,4.776517675842925,1.8008985896776402,Iris-virginica
+62,6.117886195216528,3.0,4.622564939520048,1.4192480244939074,Iris-versicolor
+63,7.293543882102562,2.916387049410002,6.2117176309540945,1.8083891793279185,Iris-virginica
+64,4.869118374490502,2.398370965121662,3.2349426367173653,0.8722541527173793,Iris-versicolor
+65,6.398633048756531,2.716560913886614,5.321743508304116,1.8876713577306734,Iris-virginica
+66,6.494659569543933,3.1957788964673854,5.097335736916545,2.0140239814157352,Iris-virginica
+67,4.496631497995457,2.305739186184058,1.3016384276671875,0.33541907721664277,Iris-setosa
+68,4.809817569610695,2.384976022750952,3.3280066952845977,0.95542157338497,Iris-versicolor
+69,6.664037106048897,3.3043604120179357,5.6801650109115975,2.5,Iris-virginica
+70,7.12760308807727,3.0,5.918532015444752,2.0761963569951996,Iris-virginica
+71,5.08487227548898,3.308608899929136,1.6580008741043208,0.5809615259530345,Iris-setosa
+72,6.778494146950741,2.818914140750515,4.826039385107473,1.44411798787669,Iris-versicolor
+73,6.307385113012089,3.304727095020554,4.704976875205278,1.6029257934652812,Iris-versicolor
+74,5.00011859855462,3.206226899212554,1.2000002563414318,0.19879092737184123,Iris-setosa
+75,4.9096514455391445,3.0,1.4024169004182174,0.19906084930641438,Iris-setosa
+76,5.101475770555157,3.309970262687929,1.7523652481826573,0.4562282603625317,Iris-setosa
+77,5.6058052063244626,3.0,3.8602712333922002,1.3197861095707801,Iris-versicolor
+78,4.764931746717533,3.0,1.401860426633813,0.2946759389813056,Iris-setosa
+79,4.903869285518493,3.1172215494748787,1.5570459913535626,0.10000011270807786,Iris-setosa
+80,6.87253964354337,3.2064570769359375,5.869276139365795,2.30788750312989,Iris-virginica
+81,5.13783638578261,3.6610278737116735,1.641295848328041,0.19842164916127575,Iris-setosa
+82,4.901293334224367,3.0907570545134937,1.4961149133042857,0.10000011649861394,Iris-setosa
+83,6.062272422743101,3.0,4.5246579735828245,1.503339560300957,Iris-versicolor
+84,5.441810540443949,3.408843563286569,1.675208795560832,0.20071453863753042,Iris-setosa
+85,6.092365542629444,2.5944349041676245,5.603412735547817,1.424144566712359,Iris-virginica
+86,6.317044171037825,2.708547239142072,4.900244926356758,1.7990607193739916,Iris-virginica
+87,6.301412128817835,2.303662196199584,4.4407283678649385,1.312918554762167,Iris-versicolor
+88,5.435727154999822,3.0,4.556300836061724,1.5293684949417936,Iris-versicolor
+89,5.700794081274496,2.5659478055399454,5.0320876328487545,1.9528583043002428,Iris-virginica
+90,6.3898932235912795,2.700319956572883,5.345883946567971,1.9191761476905438,Iris-virginica
+91,4.805381245850571,3.0,1.391531832141152,0.1,Iris-setosa
+92,7.713783605974995,2.568420926987975,6.899998828780511,2.307834767522438,Iris-virginica
+93,5.018274756508906,2.4590118863046757,3.0201717717849528,1.0858654052746195,Iris-versicolor
+94,6.828543869035295,3.0,5.630822884321277,2.1088359127418412,Iris-virginica
+95,7.899998424639104,3.7390783128280956,6.411456152089041,1.996930315673007,Iris-virginica
+96,5.9490280557626125,3.0,5.0538748851120046,1.7992329480878118,Iris-virginica
+97,5.683535360411006,3.0,4.284957555718356,1.3514032152961906,Iris-versicolor
+98,5.235224354365468,2.639862195453742,3.767455199555767,1.3137476687334393,Iris-versicolor
+99,6.287534796723518,2.88002041401357,5.608084367690077,1.8026748454812291,Iris-virginica
+100,6.678414859477415,2.513551518048241,5.7744935650315865,1.7987868266617364,Iris-virginica
+101,5.554379399402329,2.447181232330797,3.867293944277197,1.1019810077539167,Iris-versicolor
+102,7.6544793747793465,2.590509357120118,6.9,2.2975945298382063,Iris-virginica
+103,5.7026394513184435,2.5023199857741667,4.987406506371316,2.0090901243644046,Iris-virginica
+104,6.307086250495901,2.3038818050140506,4.413864277790911,1.291462913217934,Iris-versicolor
+105,6.080102112154723,2.612073920680774,5.592052762247451,1.4053482509178294,Iris-virginica
+106,6.042023015990513,2.68857820520231,5.092041518531189,1.5780643195291817,Iris-versicolor
+107,5.606958111779938,2.697427546899004,4.426546101458041,1.252341059707153,Iris-versicolor
+108,5.917176124796918,3.0,5.0751512006978725,1.7934148348704209,Iris-virginica
+109,5.404833487664082,3.400671696467564,1.75829039824226,0.19947582239714,Iris-setosa
+110,5.0069438588760535,3.394400133295294,1.629625565241864,0.4348013078467371,Iris-setosa
+111,6.1609769195186175,3.0,4.6045272457238955,1.4127157833711548,Iris-versicolor
+112,6.291545697794948,2.3083547463657235,4.427460037401156,1.2880184336507263,Iris-versicolor
+113,6.2976032967253905,3.2979275741568066,4.681212027138611,1.5980967733745082,Iris-versicolor
+114,7.322022459902288,2.9090845528676135,6.312560980415752,1.8081368741548074,Iris-virginica
+115,5.514481286685965,2.409688196496521,3.8432855466803146,1.096137733019016,Iris-versicolor
+116,6.299841502736554,2.8704272269778617,5.545857663086712,1.8078696850440377,Iris-virginica
+117,5.108853941578582,2.4773105272085587,3.1259589445909794,1.1038269194221697,Iris-versicolor
+118,6.671028992532378,3.3083499876463205,5.66246012261028,2.499999521359991,Iris-virginica
+119,5.086476147262528,3.3965190398436285,1.5026761506800403,0.20554097671732235,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/26/test.csv b/iris/tab_ddpm/7_2/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/26/train.csv b/iris/tab_ddpm/7_2/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/26/val.csv b/iris/tab_ddpm/7_2/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/27/synth.csv b/iris/tab_ddpm/7_2/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96a4c97779ba8a84287e46c3a2352bda70e96048
--- /dev/null
+++ b/iris/tab_ddpm/7_2/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.899998262972747,3.7781830040874995,6.4283300551859135,1.986479431655236,Iris-virginica
+1,4.889858276329372,3.1069001778409326,1.5619550074553148,0.1,Iris-setosa
+2,5.135519363304199,3.406648194544692,1.5497162851809503,0.1951921204414572,Iris-setosa
+3,5.929981100388591,3.0,5.092377671275972,1.8058980886522193,Iris-virginica
+4,4.907535172315819,3.0912901573061715,1.4967734434841349,0.1,Iris-setosa
+5,7.296097269276995,2.90129687879512,6.283215499037967,1.8015343659297745,Iris-virginica
+6,4.7938785864603375,3.0,1.39724926781433,0.29959969158016686,Iris-setosa
+7,6.2866128087346365,2.299229845877719,4.432681858992439,1.3125888894129887,Iris-versicolor
+8,4.9985262219654105,3.403490353800022,1.7027514802721475,0.3750700825632128,Iris-setosa
+9,4.898616445166855,3.0919579868619853,1.4988759992689855,0.10000010197319996,Iris-setosa
+10,4.901471069976006,3.103015613010976,1.5020256924279891,0.10000011136331625,Iris-setosa
+11,5.00197052989644,3.212202883417045,1.2000002211858758,0.19770885463036875,Iris-setosa
+12,5.394957935803873,3.0,4.518225609482677,1.4862788928723907,Iris-versicolor
+13,4.606108254383731,3.187973931489716,1.4028442318338843,0.1996980847261034,Iris-setosa
+14,6.190848430113903,2.7980539141727774,4.667898849998584,1.1958626710130242,Iris-versicolor
+15,6.308522162889348,2.9109352259796455,5.645155939245326,1.8107241297053112,Iris-virginica
+16,6.313242100813373,2.6947433539359142,4.875624557837256,1.8058085057057027,Iris-virginica
+17,5.768093698109329,3.0,4.172491335549088,1.4346752570964503,Iris-versicolor
+18,4.871842833226274,2.3911901688844277,3.387034020849071,1.047485200185188,Iris-versicolor
+19,5.092375613920745,3.3013023404902304,1.552431822006075,0.4449951166148326,Iris-setosa
+20,5.105983472576682,3.8066211049949725,1.6513156134985414,0.20359215730401478,Iris-setosa
+21,6.708883891058296,2.495618870935692,5.80603460475685,1.8020990095213405,Iris-virginica
+22,5.260926636893396,3.5273236055976467,1.600783825071909,0.20034506743217037,Iris-setosa
+23,5.885244574271351,3.2009987312390664,4.7793200860467175,1.797746118119396,Iris-versicolor
+24,6.67165507738395,3.3189488954071806,5.672541407674015,2.197647526180286,Iris-virginica
+25,6.0136558093533,2.200000301856592,4.99428563794901,1.478637791167806,Iris-virginica
+26,5.978523864318417,2.9666936432626905,4.363243887762935,1.4848306771727942,Iris-versicolor
+27,4.863406123723273,2.4044683135244442,3.3145773564787806,1.0000389252145119,Iris-versicolor
+28,5.627394420872944,3.0,4.157067089992197,1.2829693758072167,Iris-versicolor
+29,6.708916662381059,3.3026780280001375,5.723726170851445,2.5,Iris-virginica
+30,6.28782558886307,3.400524438996283,5.573059241749506,2.3960228688131364,Iris-virginica
+31,6.9146999010375705,3.2016072740202275,5.6885215704613685,2.314114907278908,Iris-virginica
+32,5.596069374399909,2.871056382964229,3.5045898753480853,1.307502519300425,Iris-versicolor
+33,5.234466503341965,2.8127823041823192,4.234172778951588,1.4465887915714561,Iris-versicolor
+34,5.103339046548534,3.812374820220414,1.652597461908112,0.19953970532255494,Iris-setosa
+35,5.694509297565977,3.8139132809071614,1.689176319152825,0.2940068839055943,Iris-setosa
+36,5.5463974333584645,2.817199398234344,3.6356174898774345,1.3064484440798019,Iris-versicolor
+37,5.575471783977067,2.452565072857774,3.8908473331505022,1.0800389732432603,Iris-versicolor
+38,6.742760575223041,3.3272965368814247,5.696732554375395,2.5,Iris-virginica
+39,6.7790831174006785,2.8012468326973847,4.7533384610581,1.394988918048146,Iris-versicolor
+40,5.739161057776235,2.7938769237640835,4.564559912739116,1.280055479524501,Iris-versicolor
+41,6.100416879135774,3.0,4.602764732475136,1.397319838534153,Iris-versicolor
+42,4.99950060183522,3.43633805199181,1.5961269871393458,0.4018363126977734,Iris-setosa
+43,6.281345884565227,2.7199638101161403,4.911583978071079,1.8006438207346978,Iris-virginica
+44,4.572807972793901,3.166801678184352,1.382266288016024,0.19778136331672572,Iris-setosa
+45,6.301563030601602,3.3033045719497274,4.687538121536972,1.5872670393437347,Iris-versicolor
+46,6.802825031973928,3.194073454580885,5.765418652386087,2.3042095522038344,Iris-virginica
+47,5.996593902029933,2.6974612287006856,5.098239824318328,1.5949532539364992,Iris-versicolor
+48,4.888311014701252,3.089461971667747,1.4880333953845877,0.1000001130007619,Iris-setosa
+49,7.68337658979785,2.5886814005898096,6.899998823901074,2.3081907793125485,Iris-virginica
+50,4.8161019644261405,3.0,1.3955593897058707,0.1,Iris-setosa
+51,6.913583509979571,3.1788838993106467,5.811581550357712,2.2939401971004725,Iris-virginica
+52,5.170971055387849,2.670379070965843,3.75557857364144,1.3759386691672317,Iris-versicolor
+53,7.285666681079665,2.902502865595761,6.30208297932156,1.8023024946306312,Iris-virginica
+54,4.605463472980494,3.2189884972656198,1.4026237753199051,0.21551720082395126,Iris-setosa
+55,5.6909352841506,2.515182327524248,5.0036567222918995,2.011639076139606,Iris-virginica
+56,4.892020496021572,3.070414004462674,1.4957392807438548,0.10000009197958883,Iris-setosa
+57,4.846382713228341,3.0,1.4064368241490737,0.10000019937333267,Iris-setosa
+58,4.991275782965831,3.2129831749962148,1.2,0.1995303009285963,Iris-setosa
+59,6.511073774492901,3.0,5.478452958627477,1.8050240619412445,Iris-virginica
+60,6.808787900977338,3.194511598163597,5.853145102734197,2.2917110302818644,Iris-virginica
+61,6.691627839590849,2.4780905273187717,5.789684303962524,1.7963261118148262,Iris-virginica
+62,6.679760119976189,3.302681930615809,5.6677275522156,2.0994813830553207,Iris-virginica
+63,5.4557458455827845,4.199999271801551,1.4004809236509568,0.19643216394686974,Iris-setosa
+64,5.358569313444278,3.3708586101638662,1.693181508848681,0.2041744435574948,Iris-setosa
+65,5.984455425390363,3.0,4.811408421346394,1.8059339286789036,Iris-virginica
+66,6.57870774998492,2.5773400882993007,5.5805989249497845,1.8246360139515498,Iris-virginica
+67,7.7026774028373906,2.596066512523641,6.8999988421202305,2.2980460235178075,Iris-virginica
+68,4.834213508234416,3.0,1.3965937638003953,0.2556722878443411,Iris-setosa
+69,5.145156561169244,3.536735143334212,1.4052718801277406,0.29577053039981205,Iris-setosa
+70,6.690231048761416,3.0,5.004403257705344,1.7011871363611908,Iris-versicolor
+71,5.898146038657209,3.196781996312488,4.77347762698172,1.793213531024004,Iris-versicolor
+72,5.160297686879374,2.66872809718061,3.8194436154563585,1.391939169155331,Iris-versicolor
+73,6.682056319055259,3.3040104070568916,5.6870652248380935,2.5,Iris-virginica
+74,5.8039855198464885,2.6844870511323045,5.116888437506204,1.8762557338317836,Iris-virginica
+75,6.296761935218264,3.401181061338275,5.617284559571211,2.3865691189687954,Iris-virginica
+76,6.494306681835941,3.0,5.814640108033834,2.191818433197273,Iris-virginica
+77,5.669699559004673,3.796339448086526,1.8550971715321505,0.3409081540033306,Iris-setosa
+78,6.82712103744982,3.0,5.508447102624262,2.100151106340795,Iris-virginica
+79,4.400000797745772,2.897182450562253,1.4031402216845466,0.20582569269955267,Iris-setosa
+80,5.437187433380888,3.400659749589071,1.5344725130533974,0.3877020409259493,Iris-setosa
+81,5.7102360685758065,2.8548665888768703,4.524182329288183,1.2822549098826026,Iris-versicolor
+82,5.52538702161484,2.5701754991639802,4.308547513367263,1.1901726237918946,Iris-versicolor
+83,5.499735392620262,4.199999174700537,1.400077967587435,0.19945584584988446,Iris-setosa
+84,6.40643058512233,2.8985924955480638,4.295414465574164,1.3032904836761088,Iris-versicolor
+85,6.125420910170235,2.8084670930754645,4.680492556207695,1.1920356067782427,Iris-versicolor
+86,6.281782506216772,2.8887851788347696,5.637667819329151,1.7881970522351114,Iris-virginica
+87,4.861294697749171,3.0,1.3968095456658502,0.23212856861536105,Iris-setosa
+88,4.4,2.9206348273479157,1.4023458697152211,0.19532472186643443,Iris-setosa
+89,6.767689809096172,2.821825173683343,4.742877495191473,1.4017655527608015,Iris-versicolor
+90,6.8950813336981875,3.1880144486908977,5.797359054369505,2.305374241068013,Iris-virginica
+91,6.685679180215237,3.3023866689174306,5.685015618071332,2.4999990525501827,Iris-virginica
+92,6.27233027114685,2.4989424890377028,4.932336687076564,1.4992864713840786,Iris-versicolor
+93,5.900153800394844,3.0,5.084999127010339,1.8007771240659702,Iris-virginica
+94,4.986839753873858,3.162295913594564,1.2000003011809677,0.1980720164604443,Iris-setosa
+95,4.50691797162419,2.301410620779162,1.3043752525671937,0.30950203390697656,Iris-setosa
+96,6.296138249171868,2.3011717430069614,4.3914991959054674,1.3127055673535544,Iris-versicolor
+97,6.391670741173854,2.695765429162663,5.234435836052756,1.877909720099176,Iris-virginica
+98,6.29886818064061,2.307497292279852,4.440324366145241,1.3356967332419063,Iris-versicolor
+99,5.433812351757145,3.478023143049926,1.6908182925029354,0.2054436136243036,Iris-setosa
+100,7.705420826380033,2.603255826571499,6.899998787410574,2.2946377751573173,Iris-virginica
+101,5.607505983666211,2.976575110562713,3.606125947802757,1.3002009861978026,Iris-versicolor
+102,6.392287908513183,2.896976533552189,4.289542276972378,1.3010812319625096,Iris-versicolor
+103,5.164261908216279,3.7589358001120234,1.512238966455091,0.1993762555957691,Iris-setosa
+104,6.865415509434841,3.0,5.5591931955967056,2.085058896849609,Iris-virginica
+105,5.778265931591947,2.6407526960234584,5.0605951509931035,2.1748455862196283,Iris-virginica
+106,5.393565372334962,3.9037727826431565,1.771464205444173,0.39749936883892767,Iris-setosa
+107,6.304648430452611,2.9496686224720086,4.285635654719453,1.3282520167310918,Iris-versicolor
+108,6.29954647620082,2.51491222015698,4.907399749585264,1.4977744657275935,Iris-versicolor
+109,5.9929796277345755,2.690923114257691,5.102485346789314,1.5956508932350126,Iris-versicolor
+110,6.702853737118907,3.0,5.766582743756951,2.1680152371068226,Iris-virginica
+111,6.558517003208447,3.143925977352344,4.8826619266494244,1.693969808421707,Iris-versicolor
+112,6.710072795576144,3.2811438960465216,5.749432204337029,2.12479246862022,Iris-virginica
+113,5.507374139085693,4.2,1.401122469263342,0.1998227751235574,Iris-setosa
+114,4.604314954258995,3.1923733042278353,1.4052742564139737,0.20218815796700643,Iris-setosa
+115,6.197868794946752,2.2,4.518755858266495,1.5145511807433116,Iris-versicolor
+116,6.178425537748205,2.2,4.505158091668699,1.5019251989240163,Iris-versicolor
+117,5.318633167138244,3.376679244996344,1.5682891339789524,0.268198785601851,Iris-setosa
+118,6.30416293905982,2.502740661068692,4.889386991685183,1.5126891173925874,Iris-versicolor
+119,5.401958776418858,3.0,4.513330464760647,1.528471944147817,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/27/test.csv b/iris/tab_ddpm/7_2/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/27/train.csv b/iris/tab_ddpm/7_2/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/27/val.csv b/iris/tab_ddpm/7_2/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/28/synth.csv b/iris/tab_ddpm/7_2/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4db2fff657fa4a0f5d70133edb4bfe897df08ccb
--- /dev/null
+++ b/iris/tab_ddpm/7_2/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.633839026286493,3.836530533413509,1.807747357404818,0.3347354790291324,Iris-setosa
+1,6.091190959995805,2.933216995251937,4.479604889787176,1.525212189537349,Iris-versicolor
+2,5.966708481057839,3.0,4.93627986623317,1.7987551026040105,Iris-virginica
+3,5.096008831626022,3.400567286323483,1.4977521723790124,0.20194001710344953,Iris-setosa
+4,5.4494761296052765,3.421777465035093,1.4987218020079782,0.3986953322693741,Iris-setosa
+5,6.317623279036866,2.30994772279557,4.37211894948475,1.3078200983742247,Iris-versicolor
+6,5.338808593234334,3.3879476699383706,1.6848386654134004,0.19843545802501067,Iris-setosa
+7,6.54984720087663,3.0,5.498386927455211,1.8000604253645422,Iris-virginica
+8,5.931265953266439,3.1761789153252655,4.824859734703871,1.7965255147855101,Iris-versicolor
+9,6.011087169933705,3.0,4.830805759913837,1.798592175213312,Iris-virginica
+10,5.928308794505037,3.1651003605270183,4.846403055686264,1.794995724483603,Iris-versicolor
+11,5.410272924107221,3.8788893796103383,1.6794632817527133,0.3433564577103328,Iris-setosa
+12,6.0045011912782424,3.0,5.027847576700989,1.796710273562079,Iris-virginica
+13,6.725072644288108,3.3144916392494403,5.696160486692443,2.5,Iris-virginica
+14,5.659070925007503,3.0,4.1947262338249445,1.3514258993098924,Iris-versicolor
+15,6.032009729663814,3.0,4.864972810983781,1.7992783421446488,Iris-virginica
+16,4.9047509648182315,3.110446663954436,1.4966317819874488,0.1,Iris-setosa
+17,4.998904550109106,2.4526130030345756,3.345788368831724,1.0978482620977523,Iris-versicolor
+18,7.899999005114443,3.828700713511022,6.360946175889775,1.9791407338050664,Iris-virginica
+19,6.536689345460202,3.0,5.5351886792574945,1.808362443435921,Iris-virginica
+20,6.020747197009487,2.2000002880932246,4.960856986523474,1.4724285701882471,Iris-virginica
+21,7.360502394101307,2.9009655355703985,6.289446593217258,1.790458330622649,Iris-virginica
+22,7.088169824860343,3.0,5.876142657910483,2.110872866778328,Iris-virginica
+23,6.848329252233455,3.1820967840913656,5.871799468936499,2.2891247386117652,Iris-virginica
+24,6.019478333390764,2.200000432274076,5.025959763907841,1.512751582754337,Iris-virginica
+25,5.770822364805074,2.680334591772966,5.083511508813192,1.8968689596122044,Iris-virginica
+26,5.087114915323426,3.3916592968076436,1.4972713917590794,0.20563783707914127,Iris-setosa
+27,5.129171098761238,2.4962879934501827,3.2013013704338165,1.0843773761596545,Iris-versicolor
+28,5.751271900203031,2.505478366783282,5.0013123560645445,1.9899673732650955,Iris-virginica
+29,6.304663229104148,3.3998499334550285,5.625094495114376,2.39530611146016,Iris-virginica
+30,6.308838646785018,2.512405659643053,4.922708303160912,1.5165404353297247,Iris-versicolor
+31,4.622960899613471,3.397262217360677,1.4114163707603988,0.3129101605644944,Iris-setosa
+32,7.226822974140536,3.0,6.082070409930012,2.059228738640963,Iris-virginica
+33,6.51139766742018,3.0,5.478911002028508,1.7958444458880638,Iris-virginica
+34,6.317394710749253,2.306803671222665,4.380067489553887,1.2999988813994408,Iris-versicolor
+35,5.018601317240303,3.508363144768806,1.5101667622506676,0.3964352368708077,Iris-setosa
+36,5.148320193639476,3.792680545057297,1.5987416766766163,0.2090709246049118,Iris-setosa
+37,5.390744117890592,3.4428776556380103,1.6499622947790655,0.20321683166698531,Iris-setosa
+38,5.568436446441764,2.938800140740614,4.002575632247252,1.3021720250188669,Iris-versicolor
+39,5.9876183982873545,3.0,4.7916177805913325,1.79940359516839,Iris-virginica
+40,6.259007729573477,2.54203474611347,5.006342068958645,1.5531239146105091,Iris-versicolor
+41,5.905759808362731,2.967150764694571,4.313591922724172,1.488281551186954,Iris-versicolor
+42,5.9128207893807545,2.957759733251904,4.232190313581151,1.4955243064757031,Iris-versicolor
+43,5.400186925009421,3.900712923695245,1.628275541315257,0.41903439195310854,Iris-setosa
+44,5.644801759680744,2.614003647739714,4.277788444749047,1.1475459439512607,Iris-versicolor
+45,5.021120988235143,3.193842993461827,1.2000002258271765,0.19486195221977146,Iris-setosa
+46,4.605341317215087,3.3959460586237133,1.402514010410639,0.31228489321717817,Iris-setosa
+47,5.546878512395553,2.4948923583831277,3.8479602622068927,1.0924278336512065,Iris-versicolor
+48,5.974728388862804,2.69119686187421,5.092089348319734,1.5817778063531407,Iris-versicolor
+49,5.884326593358701,3.201345160638189,4.741981348973207,1.8037291757862044,Iris-versicolor
+50,5.381387281363029,3.396276078816974,1.5948514630260981,0.20187501559000884,Iris-setosa
+51,4.4,2.8911302715051206,1.4024147976221013,0.1995147552847675,Iris-setosa
+52,4.9024740545397565,3.0839924805151675,1.5255669879409428,0.1,Iris-setosa
+53,4.4,2.897372199967587,1.3983581590670624,0.20432534255619833,Iris-setosa
+54,6.314248119757579,2.294509843424664,4.404782301966536,1.2994572794444965,Iris-versicolor
+55,6.389836607802585,2.8903214005675544,4.319719068932709,1.284467327829613,Iris-versicolor
+56,5.203245806224876,2.7022372407357516,3.839806826738248,1.3990182285047978,Iris-versicolor
+57,6.862926757682744,3.1895606170814728,5.745199356715485,2.2941856364925295,Iris-virginica
+58,5.683583853751115,2.493908239986986,4.995859958273492,1.9935018637963287,Iris-virginica
+59,6.096752399624608,2.6008882500703376,5.596563259189655,1.386801675417415,Iris-virginica
+60,6.3030983296984,3.4021820023787344,5.611013520112022,2.404779224826974,Iris-virginica
+61,6.6764333982288635,3.1738583195139443,5.517756048615782,2.0362396131696214,Iris-virginica
+62,5.05497340873314,3.562029265258521,1.497830178926559,0.3488968026512234,Iris-setosa
+63,6.21576626152043,2.697831058187612,5.6040670712225715,1.5851823641373304,Iris-virginica
+64,6.68930684767534,3.309302660410423,5.695855394622848,2.5,Iris-virginica
+65,5.546798791375654,4.199999101058264,1.3893512033242532,0.20371392835582358,Iris-setosa
+66,6.226201168556949,2.200003468594619,4.4847172919407345,1.494555869921411,Iris-versicolor
+67,6.687053050269939,3.2955811609563974,5.669534275020558,2.5,Iris-virginica
+68,7.2787758978566455,2.900295434045427,6.293343833152177,1.8064832130820858,Iris-virginica
+69,4.89641473291576,3.0956376614133267,1.4856543989249817,0.1,Iris-setosa
+70,4.4,2.904893596402857,1.3955832299554105,0.1970937331992797,Iris-setosa
+71,5.492557475492912,4.1999989658350865,1.4029252062104818,0.1976583987194444,Iris-setosa
+72,6.2931597970184,3.403042331290659,5.61767131094746,2.4046805112384773,Iris-virginica
+73,5.101497641390828,3.4970648129008,1.4026739020150836,0.3706250664905535,Iris-setosa
+74,5.401446417961037,3.3942923913608714,1.6492047600955426,0.21188595807479105,Iris-setosa
+75,4.799928627806481,3.0,1.4013141688097766,0.3424363767795301,Iris-setosa
+76,5.340800433525714,3.4098455855504524,1.4986066507077014,0.19311359013769377,Iris-setosa
+77,5.623327634389189,3.0,4.063262036512771,1.3091988774996437,Iris-versicolor
+78,5.915100482826683,3.0,4.21137377450626,1.5135878086433407,Iris-versicolor
+79,5.180281019775763,3.547191158554332,1.4998858725465705,0.3899066314647693,Iris-setosa
+80,4.905883918293206,2.412670570754246,3.3564996546838577,1.062751970392117,Iris-versicolor
+81,4.59711540286068,3.1752177136436233,1.401791925595924,0.20197156460083357,Iris-setosa
+82,5.754613051886004,2.5729307377604433,5.0393725300850996,1.9533880705071953,Iris-virginica
+83,5.590965060102982,3.0,4.103750066989711,1.2832361966353665,Iris-versicolor
+84,4.849249224681942,2.3866781608295895,3.306551360905762,0.9529565617742639,Iris-versicolor
+85,5.595875902317609,2.7318969696037665,4.331462391686683,1.2512406480118035,Iris-versicolor
+86,5.601910621486275,3.6598122436512623,1.6398552326774571,0.2957639292190937,Iris-setosa
+87,5.412572149339132,3.4127306614554795,1.5142448305114895,0.20374768014365152,Iris-setosa
+88,5.381068733635791,3.4051181213113666,1.6534590014754853,0.2007262631178053,Iris-setosa
+89,5.0917556475147725,3.3885972558285333,1.536467307020601,0.19567517625113928,Iris-setosa
+90,6.298308881128947,3.289594718484341,4.713397736305212,1.5763898929319875,Iris-versicolor
+91,6.687524047627555,3.304701763641372,5.699747468243872,2.5,Iris-virginica
+92,5.570299219889009,2.6182187466595246,4.305940408915382,1.2167109853844766,Iris-versicolor
+93,4.400000518229785,2.89459307103907,1.403219438669485,0.1973895084267414,Iris-setosa
+94,6.673275281343156,3.283215488537956,5.666607303360648,2.499999487127813,Iris-virginica
+95,7.657186211797229,2.5929748706127596,6.8999987774612555,2.2878458345512693,Iris-virginica
+96,5.176218347698779,2.692319764864005,3.793015024542923,1.397813342067784,Iris-versicolor
+97,4.622657613493046,3.1931548506115472,1.4006649556884687,0.2012417024854601,Iris-setosa
+98,6.008384850862142,3.0,4.811987247320727,1.8060843064775918,Iris-virginica
+99,6.685154705435925,3.2817341028741245,5.645890315627796,2.5,Iris-virginica
+100,4.61126798795835,3.400550697179543,1.3937281494951026,0.334606600574284,Iris-setosa
+101,6.337096055905443,2.8953621426107654,4.3425658350555825,1.294616708109249,Iris-versicolor
+102,6.301159673907894,3.401515428697069,5.592004934834692,2.4001278283023706,Iris-virginica
+103,4.400000755710091,2.910010862879871,1.4030550493397305,0.20239141359534665,Iris-setosa
+104,6.033764082774901,2.658132629689333,5.080043566524754,1.6285627784460028,Iris-versicolor
+105,5.6461005815666025,2.4959417769198504,4.971332482914777,1.9946525018312582,Iris-virginica
+106,4.504125576502764,2.297269821669859,1.2995455364335136,0.29451050820760755,Iris-setosa
+107,5.0176751171518,3.3018364285152417,1.4064763336136004,0.1996945567112008,Iris-setosa
+108,5.006969494387438,3.2116471199745757,1.2000002373712098,0.1961359062979079,Iris-setosa
+109,6.827615742166836,2.799513394974324,4.761967064570888,1.408518056581811,Iris-versicolor
+110,5.022963303492514,3.331819452765104,1.4009044274850302,0.20830583181793344,Iris-setosa
+111,5.044522369011013,2.461877028932527,2.910551334606514,1.0783001108628367,Iris-versicolor
+112,4.822769607837606,3.0,1.4072813604727732,0.10000009173855742,Iris-setosa
+113,5.995557488162026,3.0,4.822245446805573,1.7996375706851708,Iris-virginica
+114,5.775700930922187,2.7954370348768163,5.110570800191337,2.405558116784801,Iris-virginica
+115,6.71223515963402,3.297164958322402,5.688682381690043,2.1209031413894177,Iris-virginica
+116,6.841236546272684,3.2039216677123696,5.836318714811305,2.300359819816234,Iris-virginica
+117,6.233101243323705,2.2,4.508619797474411,1.489883341358945,Iris-versicolor
+118,6.471645853887662,3.0,5.808621305747695,2.186123133740146,Iris-virginica
+119,5.891124846451743,3.0,5.100780448056931,1.7979146870133362,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/28/test.csv b/iris/tab_ddpm/7_2/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/28/train.csv b/iris/tab_ddpm/7_2/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/28/val.csv b/iris/tab_ddpm/7_2/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/29/synth.csv b/iris/tab_ddpm/7_2/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5aded46ea10179d0a34e48d075d40b4175ee6cc6
--- /dev/null
+++ b/iris/tab_ddpm/7_2/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.506281697951185,3.129100873247832,5.109377575839509,1.9941200677994158,Iris-virginica
+1,5.511480249857989,2.6110688950640952,4.418988219886066,1.20300125349393,Iris-versicolor
+2,4.913637287578786,3.0,1.389096211315605,0.2016388425006489,Iris-setosa
+3,5.01456721435441,3.311243498789825,1.4038493286313325,0.20529299889421151,Iris-setosa
+4,5.546645510085532,4.2,1.4021874099508675,0.20365741724603761,Iris-setosa
+5,5.603304363244091,2.697562500862373,4.419686005188226,1.258726908045383,Iris-versicolor
+6,4.497707843789464,2.308929445654501,1.2980698051083115,0.29124701907478456,Iris-setosa
+7,6.275929120190323,2.501022761980872,4.922267710566405,1.5225544034665195,Iris-versicolor
+8,4.989149220184894,3.212050021176556,1.2,0.19436645126935426,Iris-setosa
+9,6.435884504001432,2.5999298035682123,4.865254271946715,1.4644029394256322,Iris-versicolor
+10,5.620449842699493,3.0,4.139730636655871,1.2827144021133206,Iris-versicolor
+11,5.094995076329886,3.397384241885782,1.6327873101073296,0.19966492620917162,Iris-setosa
+12,5.203185231754476,2.6696933607873357,3.84596045541277,1.3550433916395523,Iris-versicolor
+13,5.581711355690893,4.2,1.4128527157360298,0.19919592332438868,Iris-setosa
+14,6.719668717621297,2.5057744652284444,5.814125114488082,1.8089873553425209,Iris-virginica
+15,5.01594810429518,3.4443382593209564,1.4991798599816997,0.4220099257649406,Iris-setosa
+16,4.811938797823742,3.0,1.385474135452874,0.1,Iris-setosa
+17,6.905872638104018,3.2037293418709525,5.6945815698654085,2.297366693853893,Iris-virginica
+18,5.134564125453894,3.402197695265386,1.5266836529048906,0.19740457450863766,Iris-setosa
+19,4.400000456041034,2.8874421645301824,1.405478520231142,0.2013860042971897,Iris-setosa
+20,5.281755390449918,3.5678502710988402,1.4982216615712092,0.19961764069122498,Iris-setosa
+21,5.906502420085612,3.2042868828813886,4.800922424191795,1.8048914964392802,Iris-versicolor
+22,7.899998936185957,3.79329340077994,6.445527333012446,2.019262114248491,Iris-virginica
+23,6.487401827844116,3.1839477249649217,5.100853471028682,1.9949307243388115,Iris-virginica
+24,6.9141621170381615,3.0982268731560683,5.101787058652619,2.318733269226603,Iris-virginica
+25,7.0072209223829836,3.0,5.672207708085828,2.1551771780815625,Iris-virginica
+26,6.286919083809725,2.696118638634146,4.834561069887885,1.7918516940240656,Iris-virginica
+27,5.975716846587822,2.704250835243039,5.0724305437269885,1.5843472445881197,Iris-versicolor
+28,6.303155099316097,2.292312232713129,4.403623103045215,1.306739790324954,Iris-versicolor
+29,6.806670754985802,3.1644663781181395,5.778594563561521,2.284071969723144,Iris-virginica
+30,5.084208964303018,3.392014782958219,1.4937591978579017,0.20137754752061418,Iris-setosa
+31,5.507012975562537,3.8614409701647125,1.7167738014049498,0.33956578252010505,Iris-setosa
+32,5.239903178048643,3.5098697365013494,1.481258626293864,0.19515744490929302,Iris-setosa
+33,7.267723025195551,2.9056827203540894,6.289957120198508,1.80170174925112,Iris-virginica
+34,6.8592758291366085,3.207668696784697,5.835043415142234,2.3046971436613477,Iris-virginica
+35,4.897660466389012,3.1031622964432723,1.607718518342819,0.1,Iris-setosa
+36,5.883703261933893,3.202621544127222,4.79764709272031,1.8063344701840591,Iris-versicolor
+37,6.299045016869588,2.898443167448072,5.589564462425822,1.8019573432520153,Iris-virginica
+38,4.847657884988424,3.0,1.4003776728287676,0.207291306127325,Iris-setosa
+39,6.183988614857499,2.2,4.4578092686474395,1.495397542006832,Iris-versicolor
+40,5.93117540117309,3.0,4.168110257154321,1.4716036079476118,Iris-versicolor
+41,4.863451332833645,3.048927186326808,1.4582315612004249,0.10000011917367387,Iris-setosa
+42,6.924534503120928,3.104740396750346,5.0971820271282935,2.304873918764978,Iris-virginica
+43,5.10541138778875,3.6847985576310562,1.4901996170670817,0.3879360853397999,Iris-setosa
+44,6.2948922023846,2.8960884226613905,5.611776646170658,1.7981958712507575,Iris-virginica
+45,6.376298263209431,2.896996897356695,4.306182107927201,1.3063409308396001,Iris-versicolor
+46,5.647693628047558,2.752078945241431,4.261948870672291,1.3364815248716984,Iris-versicolor
+47,7.335519588881176,2.929912432716665,6.3290050948409045,1.8004166573853662,Iris-virginica
+48,5.578847288109957,2.9979925549813347,3.857440983864156,1.281677218067743,Iris-versicolor
+49,5.554721277017491,4.2,1.390929604436436,0.20204174872900493,Iris-setosa
+50,6.121637734823543,3.0,4.60561801928982,1.411863351292703,Iris-versicolor
+51,5.807853855223112,2.73104033493589,5.113567048540382,1.861014868547218,Iris-virginica
+52,5.026230787259319,3.388948461277871,1.485189675872447,0.21189673258748704,Iris-setosa
+53,6.406016733097953,2.9001710142917583,4.325053396511851,1.3065985167422565,Iris-versicolor
+54,6.073696655117734,2.592774761697028,5.593739242897171,1.383213352262423,Iris-virginica
+55,5.509523318547941,2.3626132108299793,3.875315679210811,1.1209751246986708,Iris-versicolor
+56,6.305972532616375,2.3017655581919443,4.382155088778408,1.302708646186328,Iris-versicolor
+57,6.006151725243761,2.7042275528087387,5.107624614544646,1.593286857923114,Iris-versicolor
+58,6.071931739671902,2.5828885451081285,5.6532498681224554,1.4360929199272865,Iris-virginica
+59,5.376880985632308,3.40466381295799,1.521791339835129,0.38084268617991934,Iris-setosa
+60,6.917453768099511,3.0,5.598701862059911,2.1181175011943596,Iris-virginica
+61,5.161025630921149,3.616495018955334,1.4982168639273086,0.2014677883125065,Iris-setosa
+62,4.7743203249630035,3.0,1.3910026865633762,0.1,Iris-setosa
+63,4.91167428460406,2.4039866058314847,3.325640578713174,1.0348128586372458,Iris-versicolor
+64,6.795408115035299,2.7908178612603294,4.77842265228365,1.3928083065451302,Iris-versicolor
+65,6.720033132344869,3.3053780838382423,5.685110643222186,2.5,Iris-virginica
+66,6.534541120623249,3.0,5.4957773757376085,1.8075190685153921,Iris-virginica
+67,5.192176091291848,3.3302796755802055,1.7363045458967692,0.5547320444613546,Iris-setosa
+68,5.096296745500657,3.298413803700649,1.7340228465968952,0.5263997898055306,Iris-setosa
+69,6.0064970977391505,2.694734536866034,5.096918468890996,1.5948900200277192,Iris-versicolor
+70,6.401846492551329,2.9020755288689752,4.278878209271117,1.3301806028470662,Iris-versicolor
+71,5.680005582289341,3.7770589115514137,1.82401395483941,0.3031219750884721,Iris-setosa
+72,6.87478363429758,3.1066395171452905,5.174738170646302,2.2824142107494647,Iris-virginica
+73,6.167177615734423,2.598292299579789,5.038873554048584,1.5487774529300629,Iris-versicolor
+74,6.920000436777848,3.0903308868921515,5.105950553824226,2.309724311049652,Iris-virginica
+75,6.294781772188189,2.9213398217482514,5.630740818102357,1.8041205975801018,Iris-virginica
+76,5.9827884970721685,2.6973441823631115,5.10878798255559,1.6005531064305716,Iris-versicolor
+77,5.4657013103020375,3.8960623631602163,1.6692044964755288,0.3986963056629802,Iris-setosa
+78,5.873688732176467,3.2039799954156636,4.792997222236583,1.7979565108956956,Iris-versicolor
+79,5.902693645959222,2.9068561196580807,4.548919627348603,1.3056584203829895,Iris-versicolor
+80,5.896271268642107,3.0,4.146187863367972,1.4679616592211464,Iris-versicolor
+81,6.315016102533419,2.2865572788686928,4.3947660603089345,1.3182429175014663,Iris-versicolor
+82,6.9190464683582205,3.100827314212936,5.115621651908627,2.285016951326723,Iris-virginica
+83,5.013025630133057,3.397584132869976,1.762738069498666,0.3889528319590157,Iris-setosa
+84,4.932555432041658,2.4325756466597865,3.3615882209356776,1.0749594480628875,Iris-versicolor
+85,6.400056101756238,2.9074639761622896,4.3011512515127945,1.3056087920529698,Iris-versicolor
+86,5.913642619557866,2.7302176378724665,4.530924093403156,1.2172716334770857,Iris-versicolor
+87,6.308813321433112,2.2958545981330505,4.375339687083862,1.2938259162027317,Iris-versicolor
+88,5.406615030259117,3.0,4.521905141737949,1.5170090122467024,Iris-versicolor
+89,6.015612733981179,2.200000270567476,5.002911150611654,1.5132815013457472,Iris-virginica
+90,6.315762100683614,2.2982539068288492,4.421848919932987,1.2952049333237614,Iris-versicolor
+91,6.706376189560244,2.496026670963329,5.855269003050509,1.7964103122479318,Iris-virginica
+92,5.670873567754157,2.4951936315179837,4.9978496573690645,2.006693599474722,Iris-virginica
+93,4.766074310342394,3.383878526657074,1.4329695050815447,0.29276263867301255,Iris-setosa
+94,6.863431460620086,3.0,5.586948933049312,2.0998597334085214,Iris-virginica
+95,6.72701060474745,3.3058725322907305,5.733458094647064,2.0994560519253493,Iris-virginica
+96,5.651602005653123,3.802398793337145,1.732739565082898,0.295285552732073,Iris-setosa
+97,5.768698559880883,2.6917115027265117,5.095262441383647,1.9047223630984487,Iris-virginica
+98,5.163732289948682,2.684621686726653,3.8704674972321396,1.386785623051854,Iris-versicolor
+99,7.9,3.8156139776881823,6.40570101741853,2.006658651593818,Iris-virginica
+100,4.612151478004465,3.179482079901408,1.3900377447790053,0.2010427729393737,Iris-setosa
+101,4.90482745314925,3.0,1.396420560585773,0.19999975011591148,Iris-setosa
+102,5.72337258300687,2.8248380519970357,4.508467932300505,1.307934998739726,Iris-versicolor
+103,6.480905116100847,3.176420157746546,5.087042134466712,2.0012018937819014,Iris-virginica
+104,5.659238494511724,3.0,3.754123226781667,1.3438261289876672,Iris-versicolor
+105,7.9,3.8229500012366175,6.41847341312048,1.9864621540885588,Iris-virginica
+106,6.211974602500197,2.200000336602594,4.545873488452604,1.5159313457361832,Iris-versicolor
+107,6.498528298629196,3.0,5.836380422855663,2.209540977635984,Iris-virginica
+108,5.439371761478411,2.5152596419884405,4.03286157499309,1.1263789638289006,Iris-versicolor
+109,5.798588199367631,2.7992115539962206,5.1128201700371125,2.399970280782721,Iris-virginica
+110,4.828658249803376,3.0,1.4335120490622066,0.1,Iris-setosa
+111,7.899998973376166,3.7643834733939636,6.387132968510499,1.9981039789656574,Iris-virginica
+112,5.3975672588609065,2.860290380151912,3.9344373776573827,1.3628331965458218,Iris-versicolor
+113,4.991944546729508,3.294663869987827,1.3954131884602865,0.2048389680200114,Iris-setosa
+114,6.510431415056077,3.0,5.497963692736096,1.8066372769486996,Iris-virginica
+115,5.529134168893338,2.438935499729102,3.7446965905335525,1.0791149504346653,Iris-versicolor
+116,6.793662327728403,3.1740847862736588,5.902360231304213,2.299500440489719,Iris-virginica
+117,6.268271528799437,2.7898359013591216,4.871887747892657,1.7959977780225127,Iris-virginica
+118,5.999550195611571,2.9049177688580654,4.432422990345052,1.510693446739461,Iris-versicolor
+119,4.811711576241942,3.0,1.4017684567241073,0.10000010112356668,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/29/test.csv b/iris/tab_ddpm/7_2/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/29/train.csv b/iris/tab_ddpm/7_2/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/29/val.csv b/iris/tab_ddpm/7_2/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/3/synth.csv b/iris/tab_ddpm/7_2/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..407224be8ab0cdef2fcff98b638df855337e8ce9
--- /dev/null
+++ b/iris/tab_ddpm/7_2/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.911489864620397,3.1137460023132806,1.6015257265362868,0.1,Iris-setosa
+1,4.505335466351972,2.305662152674867,1.2997435810260618,0.3171529487649562,Iris-setosa
+2,6.715015955253101,3.299380072049517,5.672920292697026,2.109551548951226,Iris-virginica
+3,4.4000006752201735,2.8930058957362577,1.3814973721207062,0.19969269844302417,Iris-setosa
+4,6.4196860950358605,3.0,5.571969151229846,1.8005632159560232,Iris-virginica
+5,5.527132059190492,2.4784349623788726,3.743535363311907,1.0869016783286323,Iris-versicolor
+6,4.4,2.9018356038588653,1.3933980556631516,0.20285675777530204,Iris-setosa
+7,6.0537870332877795,2.952315992085135,4.546067551843023,1.4812271018807222,Iris-versicolor
+8,6.2046314474662365,2.2,4.529508933070936,1.4894429963258868,Iris-versicolor
+9,7.899998648517169,3.772774352741982,6.381424432886728,1.9766229657086403,Iris-virginica
+10,5.490620489203816,4.19999895534884,1.3986638799058597,0.20575552758685184,Iris-setosa
+11,6.0122613381713625,2.7174577388399443,5.084600165594167,1.6031630890416102,Iris-versicolor
+12,5.591802127231341,2.471531866166758,3.8818058571355323,1.088993407513748,Iris-versicolor
+13,5.364758060992836,3.0,4.474210397165482,1.4871581853441969,Iris-versicolor
+14,6.07474892891629,2.5946156025980613,5.625216667919475,1.4167419710167781,Iris-virginica
+15,5.090273395579578,3.51469528525392,1.398167889726754,0.3094862572948719,Iris-setosa
+16,4.614922928618736,3.1861467798040777,1.4012501371571116,0.20494332955486216,Iris-setosa
+17,5.606626674672808,2.85159566030612,3.6118998155873605,1.3160765421303535,Iris-versicolor
+18,6.540532475065236,3.2091517873836537,5.123497176831056,2.023566042628726,Iris-virginica
+19,5.14163010780578,3.7988353049516523,1.7766151340909584,0.20236495215684444,Iris-setosa
+20,6.980644964659684,3.0349495222608804,5.750314017823384,2.1652218274131236,Iris-virginica
+21,6.302366198353443,2.3781147503221507,4.701918605526546,1.431978324425962,Iris-versicolor
+22,5.636456425499134,3.7598618439508567,1.5316655976210645,0.31443357097441543,Iris-setosa
+23,5.457916984051676,3.4090275386467117,1.7282537057327179,0.20262631181155966,Iris-setosa
+24,5.173473737069143,2.669569597065652,3.702546565807583,1.3700152311516156,Iris-versicolor
+25,5.650719622313673,3.7497150668130974,1.82425810354254,0.3416218344163095,Iris-setosa
+26,6.7969747173839234,2.8112646140800317,4.7961045954209025,1.390218728990649,Iris-versicolor
+27,5.4071792731060215,3.0,4.453409521253233,1.4838470310070557,Iris-versicolor
+28,5.399358383903067,3.0,4.489727619935878,1.5245314922843596,Iris-versicolor
+29,6.299858073363123,3.405362925311902,5.574062387744259,2.4023586250641475,Iris-virginica
+30,6.009464797321969,3.0,4.875743525941852,1.8123489795625136,Iris-virginica
+31,4.889371868684455,3.098254435269414,1.5215524481417952,0.1,Iris-setosa
+32,5.091616795641371,3.5165496116116683,1.4011752622576719,0.32474900556439384,Iris-setosa
+33,5.17856030817681,3.3888430242049252,1.5063859395645118,0.20106962876326998,Iris-setosa
+34,5.344514622476297,3.3940183470397347,1.4983909045513193,0.3843500398370544,Iris-setosa
+35,6.713424150053791,2.5153973409782977,5.821196917574537,1.8038560409062734,Iris-virginica
+36,5.00319501178942,3.1857793472887272,1.2000001943993714,0.19621271809429047,Iris-setosa
+37,5.996924369322965,2.828555865185884,4.5684824616188076,1.3108737749166015,Iris-versicolor
+38,5.555615970827557,2.47627586316633,3.916327794938423,1.1118655730929188,Iris-versicolor
+39,6.857122562334376,3.206028099514106,5.888080835928448,2.300070056097386,Iris-virginica
+40,5.420327549811856,3.0,4.494948840375672,1.5088125449726266,Iris-versicolor
+41,5.8409967042964395,2.860902044839319,4.516849887154794,1.3737939847215528,Iris-versicolor
+42,5.607127719357661,2.874399962593318,3.585268908292038,1.2755290819398906,Iris-versicolor
+43,5.601796302548642,3.0,4.123818499392501,1.3022587786439597,Iris-versicolor
+44,5.539988672711786,2.633434389568788,4.26853318396316,1.2664577508721206,Iris-versicolor
+45,5.627936628409281,2.703461961088107,4.291667978841486,1.3051816616089844,Iris-versicolor
+46,6.0781606915675335,2.7872678611362973,4.689786533293991,1.2014498792396366,Iris-versicolor
+47,5.728124073641162,3.167021278385331,4.74939577229565,1.7617345260489583,Iris-versicolor
+48,5.431310008900774,3.433311881557019,1.495968053031862,0.3937070222131049,Iris-setosa
+49,4.4,2.889033492350141,1.3873415623810292,0.19793067231207967,Iris-setosa
+50,6.707252346675274,3.3098352506496163,5.691171934776641,2.5,Iris-virginica
+51,5.9566665483153125,2.811446726254536,4.690431161573816,1.2819865626666944,Iris-versicolor
+52,7.250118941971456,2.909392464115589,6.261034651447213,1.813143294990987,Iris-virginica
+53,6.7108261206807285,3.0,5.0006370492048555,1.6938401030583148,Iris-versicolor
+54,5.727453158013041,2.7818006810691203,4.5305303254989,1.290698444348827,Iris-versicolor
+55,6.4029251204739355,2.702556998414416,5.297264351743556,1.896674451286641,Iris-virginica
+56,5.857119937625889,3.192915727816421,4.7578661558810715,1.7811900731374068,Iris-versicolor
+57,6.177383710374796,2.2,4.477248255109937,1.4806312678431182,Iris-versicolor
+58,5.861584341575482,3.0,4.207193598973838,1.487871058700057,Iris-versicolor
+59,6.394434300771338,2.9071112774003782,4.298890306860407,1.2767735220504457,Iris-versicolor
+60,5.402750640103159,3.4000177382061887,1.651953883931706,0.19992362187696933,Iris-setosa
+61,6.295578275031347,2.494564507581608,4.881136828458136,1.5331362158426125,Iris-versicolor
+62,5.107301316543847,3.404222710659323,1.5071741380045858,0.19761772179180487,Iris-setosa
+63,5.098651579835415,3.703199802626171,1.5379302027922852,0.40017072035326606,Iris-setosa
+64,5.119338921915254,3.7963179031541228,1.6654459517608078,0.1996481615312934,Iris-setosa
+65,6.306876237454475,2.910955113862045,5.606720933644406,1.801288613529432,Iris-virginica
+66,5.354676946335582,3.392512773402142,1.5933244562918378,0.19821855130836774,Iris-setosa
+67,6.7122089817940385,3.302946875908181,5.676486014030074,2.1042650220718278,Iris-virginica
+68,6.840075802905917,3.0,5.518359447405691,2.1082830512724104,Iris-virginica
+69,5.336114901500606,3.9050538063534335,1.655552513232498,0.3443256605783274,Iris-setosa
+70,4.964539847581282,3.184338073321381,1.2000001847959347,0.20388812523167738,Iris-setosa
+71,5.003459976428073,3.4054311032278997,1.6254663390852069,0.39529330091217757,Iris-setosa
+72,6.30138052019717,2.3121892070758596,4.363037666324962,1.3174980471523903,Iris-versicolor
+73,5.982983714953949,3.0,4.888926517398551,1.8067194769640165,Iris-virginica
+74,6.6953429816566175,2.4805015715126153,5.807132756622697,1.7881239958108839,Iris-virginica
+75,5.503906300287423,4.199999268826641,1.3958196836003127,0.2024349864617086,Iris-setosa
+76,6.072763058483951,2.796568291108437,4.699073470210624,1.207254044799954,Iris-versicolor
+77,6.242425723594444,3.2750760706435336,4.691588170876517,1.6981099721405897,Iris-versicolor
+78,4.591037525015171,3.3980346129359766,1.3950910877059597,0.3416080537737451,Iris-setosa
+79,5.040568143478527,3.395592078899613,1.4021085460214229,0.25620695100162594,Iris-setosa
+80,6.520509887925045,3.184725634353674,5.102614467861339,1.9957667235822805,Iris-virginica
+81,4.501447924131121,2.2928067339877507,1.2998028006606248,0.29852703778393574,Iris-setosa
+82,6.302461510377853,3.2977640492409113,4.70992297898795,1.5957221184554222,Iris-versicolor
+83,6.814110676240981,3.0,5.548593568599755,2.088177207674751,Iris-virginica
+84,7.720873838988292,2.6106936034768795,6.899998521928822,2.3134459375907346,Iris-virginica
+85,4.905554760166264,3.1126213607159117,1.4951125786435076,0.10000012572451218,Iris-setosa
+86,5.3331605088478105,3.387694718007507,1.5025411024691495,0.4293897149555931,Iris-setosa
+87,6.177110933243809,2.2,4.472206505301352,1.4927480974283776,Iris-versicolor
+88,7.697667244606145,2.620744205397631,6.899997700709837,2.320339744889416,Iris-virginica
+89,6.714682537446088,2.488720930895348,5.861799188571952,1.7919548844909963,Iris-virginica
+90,6.307285334980543,2.2958443327691667,4.413341077757669,1.2802364726753557,Iris-versicolor
+91,5.518992221565391,2.640446373444383,4.329326967634119,1.2361780244596108,Iris-versicolor
+92,5.535190543826215,2.6121453968755906,4.280193324278516,1.2457340528333485,Iris-versicolor
+93,4.794711836609105,3.0,1.3958664826967253,0.1,Iris-setosa
+94,6.596163108068451,3.0,4.878971430640204,1.6478371661750448,Iris-versicolor
+95,6.01424103298086,3.0,4.871432412506023,1.7978099376710792,Iris-virginica
+96,6.935837647705868,3.1104145974533943,5.106234442366613,2.2953605662143213,Iris-virginica
+97,5.903863403630119,3.0,4.240889355451825,1.4887319601620796,Iris-versicolor
+98,4.874479188676649,3.0,1.3964908582840974,0.20365854542551803,Iris-setosa
+99,4.93818432423674,3.060467662804685,1.3998802031954902,0.1979222779274078,Iris-setosa
+100,5.730873933845735,3.0,4.335499503190768,1.3543066337234888,Iris-versicolor
+101,5.380258892747083,3.399448323604506,1.4968218875688442,0.42371159579893913,Iris-setosa
+102,6.296632584436503,2.496575526851765,4.905485602889839,1.5082769674973715,Iris-versicolor
+103,7.118146548206485,3.0,5.897274844615567,2.1131536006238587,Iris-virginica
+104,6.917512155513689,3.093984264259876,5.091937397742187,2.2970912127349585,Iris-virginica
+105,4.796752602521529,3.0,1.4000081592343891,0.3348829863545545,Iris-setosa
+106,6.270571281939891,2.918718760044052,5.5572920592106065,1.797859108044947,Iris-virginica
+107,4.798440006646303,3.0,1.3946656510956448,0.29536648028983403,Iris-setosa
+108,5.618053517974827,2.690802728121337,4.032323274846133,1.3032818121442438,Iris-versicolor
+109,5.084790533763666,3.393894190703261,1.501638779427797,0.1997863598108,Iris-setosa
+110,5.444689252775046,2.5641355745191037,4.36512053584296,1.156150363623879,Iris-versicolor
+111,6.293784076522017,2.381369261396798,4.691801315083023,1.4035804608236346,Iris-versicolor
+112,6.062306236193711,2.9799123335720483,4.52068945646395,1.4404792989451298,Iris-versicolor
+113,6.485885308248127,3.2023488733351115,5.089424563290689,2.021850800445579,Iris-virginica
+114,6.849879201547353,3.197604920589532,5.893407248152366,2.294678182757577,Iris-virginica
+115,6.38622970791314,2.90982173848241,4.259078306458055,1.2867811578525716,Iris-versicolor
+116,4.904856565872796,3.1025360664538177,1.49933778469445,0.1,Iris-setosa
+117,5.1690143783218065,2.675644537245235,3.7434835047207375,1.3656012349485176,Iris-versicolor
+118,4.4,2.922409684548499,1.3885043409930586,0.21031122154316237,Iris-setosa
+119,6.288969893543233,2.2994259371173347,4.353041245443699,1.2609022447271991,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/3/test.csv b/iris/tab_ddpm/7_2/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/3/train.csv b/iris/tab_ddpm/7_2/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/3/val.csv b/iris/tab_ddpm/7_2/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/4/synth.csv b/iris/tab_ddpm/7_2/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41a842d7fdf4c500839e8d3cf88612b87e63dd98
--- /dev/null
+++ b/iris/tab_ddpm/7_2/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.906860016912954,3.0,4.312491306406488,1.4680419735304713,Iris-versicolor
+1,7.9,3.823186295922775,6.414202240280673,1.9779540140281606,Iris-virginica
+2,5.021558672907766,3.1936903901906177,1.2000002628540667,0.2044832330255762,Iris-setosa
+3,6.779244223284979,3.0,5.336575669197529,2.1671467050417816,Iris-virginica
+4,6.233930356922291,2.9891262078079177,5.421593451305991,1.7968120183529679,Iris-virginica
+5,6.267219095655986,2.5201214546154813,4.928383715779405,1.5107816755141839,Iris-versicolor
+6,6.341345310964857,2.5019864658522715,4.917840712858852,1.505008841299783,Iris-versicolor
+7,5.686489055929604,2.5080284100446573,4.9724327471839995,2.0184240604840165,Iris-virginica
+8,4.829205467302148,3.4220383066482563,1.3865949390071768,0.37537579071595933,Iris-setosa
+9,5.922975095205598,2.8751957952550895,4.4784155987885175,1.4229912804118952,Iris-versicolor
+10,5.114024105008463,3.5217221172252167,1.408848940178082,0.2980791517005775,Iris-setosa
+11,7.7092765500642795,2.5856483021597687,6.9,2.273809632100508,Iris-virginica
+12,6.313317822830836,3.3043355310067883,4.708763249061167,1.60389347423865,Iris-versicolor
+13,4.807277732327764,3.0,1.4005932366827254,0.2952200223231168,Iris-setosa
+14,5.607897445759263,3.0,3.881250135831274,1.288609976012041,Iris-versicolor
+15,5.507325736216504,2.684616750118287,3.9855214233793754,1.3111228850602468,Iris-versicolor
+16,5.991151613336617,2.700315041576802,5.088266116121337,1.5956774428150369,Iris-versicolor
+17,6.692945999130077,3.295820636559516,5.718692761905203,2.1087833672542975,Iris-virginica
+18,5.61341339652705,2.700442346857559,4.162759514182969,1.3014291427256544,Iris-versicolor
+19,4.9041923741425775,3.1074335065241834,1.4986477214871972,0.1,Iris-setosa
+20,4.817241892020608,3.0,1.400350160217426,0.1,Iris-setosa
+21,6.190690848252129,2.2,4.501505280815908,1.4953418853922718,Iris-versicolor
+22,6.298799779739837,2.5079382576581666,4.879520883205906,1.5013380257841613,Iris-versicolor
+23,5.176928513560643,3.3395466763572372,1.6013638146740845,0.4720581389520586,Iris-setosa
+24,6.154409141937676,2.200000375980262,4.518592224982374,1.5450432223940371,Iris-versicolor
+25,5.88832326037211,3.2046579269597935,4.765736704562628,1.7932730036929345,Iris-versicolor
+26,5.623083433333745,2.487317897043155,3.994326559026841,1.1281269550105895,Iris-versicolor
+27,4.995456683490101,3.2166456734629434,1.2000001918096608,0.197806913507793,Iris-setosa
+28,6.70160972772403,2.5037242871607903,5.812282510641817,1.8080031646131447,Iris-virginica
+29,6.307237488155107,2.3742006115134777,4.603683366364141,1.366705717676493,Iris-versicolor
+30,4.793694119207527,3.0,1.4016597873876127,0.1,Iris-setosa
+31,4.501056199419773,2.301507965603694,1.3086446704011512,0.3108376632588784,Iris-setosa
+32,6.399511010121999,2.8943627989985643,4.305709627334736,1.3063780636848754,Iris-versicolor
+33,6.195317829026216,2.2,4.477887366459467,1.4928903869800683,Iris-versicolor
+34,4.925135039635456,3.144785699601145,1.406572195031914,0.199625846501199,Iris-setosa
+35,6.2774712831277855,2.3461322859803064,4.388581099604805,1.3115749224036903,Iris-versicolor
+36,6.9343795622321975,3.1510642278745022,5.641369998169445,2.275420874340947,Iris-virginica
+37,6.323643970296831,3.407147684513396,5.6058209019043295,2.402784563570689,Iris-virginica
+38,4.605425321872143,3.1984278967271234,1.399961697115623,0.19793327549322448,Iris-setosa
+39,6.301269406147219,2.7107896858302505,4.9738868597505554,1.8007352591952062,Iris-virginica
+40,6.712348594783395,3.297889537190828,5.735106392972737,2.4999996474121984,Iris-virginica
+41,6.641194144881787,3.0,5.506089768445953,1.9759586401154559,Iris-virginica
+42,5.578622713145124,2.4286935746092393,3.895448339095319,1.1101432089403933,Iris-versicolor
+43,5.603080387053591,2.902500457747588,3.6450532276152985,1.3014395044476115,Iris-versicolor
+44,5.226079120855787,3.853034470854011,1.5496413922969734,0.35479048795152435,Iris-setosa
+45,5.10867582155034,3.7721965751152062,1.4983703073738242,0.19870694344160805,Iris-setosa
+46,4.493673649349509,2.3041744883122544,1.3024200012287714,0.33733548626697724,Iris-setosa
+47,6.259798106935297,3.229749327415344,4.648789033624673,1.4922982760786618,Iris-versicolor
+48,5.3104532863442255,3.406311267634788,1.5692614405593606,0.19605447387291863,Iris-setosa
+49,7.080467247375395,3.0,5.94217007933315,2.093123946213591,Iris-virginica
+50,6.318565141902018,2.713939922058584,4.903238028395663,1.804216584591363,Iris-virginica
+51,5.701797083184026,3.778544151342982,1.751369712106523,0.3249489958633871,Iris-setosa
+52,6.5120212694524096,3.201073054837253,5.090233312648797,2.0130903854563167,Iris-virginica
+53,4.907486181944411,3.097751818568954,1.550458891744427,0.10000010248279396,Iris-setosa
+54,6.294791501764943,2.2979356304055316,4.401858128743327,1.304299123672859,Iris-versicolor
+55,5.893764434990657,3.0,4.124933121198936,1.5012944197851394,Iris-versicolor
+56,6.529946872843071,3.1906538871090753,5.105876863091766,1.9995713486712228,Iris-virginica
+57,5.55712057229638,2.839456071333181,3.571892658801986,1.307552407387781,Iris-versicolor
+58,4.904272945689927,3.0845687824217274,1.4975788764849178,0.10000009598283421,Iris-setosa
+59,5.627347525952207,2.4406545330420575,3.7091462474350605,1.1300349841546355,Iris-versicolor
+60,6.010808364912486,2.200000349873046,5.00760135236057,1.5186429206930512,Iris-virginica
+61,5.694153324584917,3.7842881775035866,1.6555759912853039,0.2963005321196108,Iris-setosa
+62,4.637281164615859,3.400935899688035,1.3974853373717513,0.3290160127701061,Iris-setosa
+63,5.782058337574844,2.6805498544729236,5.1063246813058845,1.93493065780011,Iris-virginica
+64,5.578383882761871,2.4832751923448777,3.8630360920012854,1.101670638789251,Iris-versicolor
+65,6.822374324597138,2.7861699531959885,4.864679960575545,1.4202137140039428,Iris-versicolor
+66,5.973819204894895,3.0,5.120270627013075,1.800377969063178,Iris-virginica
+67,6.289088849838438,2.3053610693213313,4.427949643496188,1.3097869751659166,Iris-versicolor
+68,5.418489040711143,3.405564227455944,1.756499874775677,0.20209063967322774,Iris-setosa
+69,5.7918830566750445,2.797592206549447,5.087179952963115,2.3968179806986063,Iris-virginica
+70,6.683877037902607,3.0,5.006265481103499,1.7019294654729005,Iris-versicolor
+71,5.7261163500417025,3.8053969720345253,1.7103410419588974,0.2988395709050598,Iris-setosa
+72,4.639067234776816,3.398037894205875,1.403547175437112,0.29930264120036376,Iris-setosa
+73,4.617006339051788,3.197246749847326,1.398247625281417,0.19846747736547338,Iris-setosa
+74,5.353062835630483,3.38344027869536,1.4988098051588754,0.38954691379864564,Iris-setosa
+75,5.172916907995442,3.723962554088957,1.6612284741590166,0.40559742742762483,Iris-setosa
+76,6.411988807658212,2.899509631442523,4.270129603129537,1.304709134078935,Iris-versicolor
+77,6.204548624380446,2.2000003094080527,4.513610408919485,1.5107755892430392,Iris-versicolor
+78,6.7177372818829015,3.302534780145462,5.69660972717097,2.09230815328936,Iris-virginica
+79,6.286237584672215,2.303789269510778,4.399763425426958,1.3118360087693397,Iris-versicolor
+80,5.647681674850296,2.7202784557386823,4.492995876573257,1.259270366825827,Iris-versicolor
+81,7.081254026217079,3.0,5.918762346416367,2.0899304714566846,Iris-virginica
+82,6.288472375080243,3.402064964232642,5.584609666692866,2.400763097381388,Iris-virginica
+83,5.400390415616328,3.397495326138306,1.6648292581242274,0.19738974460165165,Iris-setosa
+84,6.850377809508826,3.2040599883001737,5.88177326004441,2.313313700290397,Iris-virginica
+85,6.313569490542248,2.7119465693466167,4.885432723474956,1.800528343825667,Iris-virginica
+86,7.698906729353154,2.590772703455728,6.9,2.29854027491043,Iris-virginica
+87,5.107256687366442,3.802624075967417,1.6198331640801247,0.19296124704172946,Iris-setosa
+88,6.535041456104367,3.0,5.825176639008573,2.21753442331801,Iris-virginica
+89,6.399576974216466,2.6833057684697152,5.338869691004857,1.9078544705436218,Iris-virginica
+90,5.775870688740586,2.66591009497002,5.10114183785194,1.9196422119548209,Iris-virginica
+91,5.428518018049257,2.3740676736612283,3.8216805132128493,1.120243982438998,Iris-versicolor
+92,6.099042455923786,2.825706900697322,4.680107852726448,1.169727094561411,Iris-versicolor
+93,5.3485779693846816,3.788263626286684,1.5515724122616508,0.21128752344771748,Iris-setosa
+94,5.608059922540206,2.514486760063172,3.9680981084228333,1.1133073621827885,Iris-versicolor
+95,5.089074958280163,3.3039023271564907,1.4988780205734404,0.585020287474452,Iris-setosa
+96,6.934785234126009,3.2018236313282027,5.83115291923496,2.2907222636068796,Iris-virginica
+97,5.666585774985988,3.0,4.371328556385919,1.5288219240765935,Iris-versicolor
+98,5.0132604867132144,2.4764195111262906,3.2766420267751117,1.1038002054018308,Iris-versicolor
+99,5.5540631058079075,2.5557451801351188,4.093810231224402,1.147028724529184,Iris-versicolor
+100,5.2239339561203435,2.6930228190238066,3.9974869462768674,1.3825560936659338,Iris-versicolor
+101,6.084417382956076,2.595780661756172,5.590950907609932,1.4237545076024598,Iris-virginica
+102,4.60678629369561,3.212410237665261,1.398757151580748,0.20210757574073962,Iris-setosa
+103,4.995814729097293,3.204752241626272,1.2000002467904702,0.19243151491778465,Iris-setosa
+104,5.3846969351715375,3.907663826756137,1.5734072617412629,0.3762709044136442,Iris-setosa
+105,4.4,2.884517107680961,1.4028951549323816,0.19974374712362059,Iris-setosa
+106,5.966333812218607,2.8856888093268585,4.444990732381391,1.4947772623992754,Iris-versicolor
+107,4.888927394902761,3.1001472020663288,1.4998389458123276,0.10000011030886528,Iris-setosa
+108,5.692322095835103,2.4946319169414735,4.98429587080625,2.0091335789246307,Iris-virginica
+109,6.697465251622015,3.3046483928286676,5.698270662479749,2.1079174250683965,Iris-virginica
+110,6.195952978539971,2.5176537958916714,4.758750315165964,1.4101386022730287,Iris-versicolor
+111,6.778471644432475,2.804960669559303,4.789773417373533,1.4094471082239068,Iris-versicolor
+112,4.888894963590852,3.0,1.405024830454103,0.19909295570600505,Iris-setosa
+113,6.006983376034295,2.200000328907115,4.984812416131011,1.4939909311692738,Iris-virginica
+114,6.174389981439599,2.200000353830942,4.490120493841044,1.5305465401792735,Iris-versicolor
+115,6.135288508566514,2.5966792357161053,5.635816608817001,1.4193735028847194,Iris-virginica
+116,6.664467634406996,2.5022818438009127,5.807402813509721,1.7960056619509888,Iris-virginica
+117,6.807758410626811,3.0,5.541272201320824,2.100297377123317,Iris-virginica
+118,5.806657807054624,2.822742907560507,5.102340929121278,2.408837604396152,Iris-virginica
+119,5.550936240162969,2.4633218548005043,3.8448412869904507,1.1021525256302223,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/4/test.csv b/iris/tab_ddpm/7_2/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/4/train.csv b/iris/tab_ddpm/7_2/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/4/val.csv b/iris/tab_ddpm/7_2/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/5/synth.csv b/iris/tab_ddpm/7_2/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05392be8e7c5e1771e2a733dae84393638f7a0f1
--- /dev/null
+++ b/iris/tab_ddpm/7_2/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5295463353448415,2.851377916851212,3.5296902219976323,1.313587152036934,Iris-versicolor
+1,4.822235784086826,3.0,1.416730066186048,0.10000013714553219,Iris-setosa
+2,6.312513640267263,2.5077623641064353,4.924858865367999,1.5058150865014575,Iris-versicolor
+3,4.991546530037302,3.401640296481276,1.5637567167062723,0.43866541869204956,Iris-setosa
+4,4.9477203418073605,3.280835442111174,1.4057621329884367,0.20401336481650473,Iris-setosa
+5,6.712373449210372,2.488141882521488,5.800386113561341,1.80460976959502,Iris-virginica
+6,5.639981533417808,2.7256906221763715,4.4215548738016,1.2718648647581756,Iris-versicolor
+7,6.918753390944426,3.100647322432031,5.099691025093796,2.310183407724182,Iris-virginica
+8,6.758895141966329,3.1530389203031084,5.786578820162511,2.285709813165554,Iris-virginica
+9,5.886822271825276,3.22989548824146,4.792363641364094,1.800145458066301,Iris-versicolor
+10,5.53058056928843,2.3996957824871603,3.9334871546448342,1.1300585036059412,Iris-versicolor
+11,4.916368120162272,2.4087578520658104,3.239387430437036,1.0593785553676125,Iris-versicolor
+12,6.699669843811169,2.474665655988677,5.82859980362256,1.7983116381666422,Iris-virginica
+13,5.160714780882643,3.763155734732794,1.570622524852424,0.20026767920943986,Iris-setosa
+14,5.32847361356777,3.624989194130555,1.5498379329929022,0.20387566929844594,Iris-setosa
+15,5.67087628326106,2.9061362728429647,4.317674501693399,1.3381641270159725,Iris-versicolor
+16,6.2924304949047665,3.308471248361424,4.680912569172647,1.594833368969712,Iris-versicolor
+17,5.996301973573579,2.6956930061781303,5.106286472645677,1.5966283524223697,Iris-versicolor
+18,6.945907027364258,3.0,5.692897922777607,2.086731968371594,Iris-virginica
+19,6.317005444897982,3.305776656140589,4.719246714033413,1.5839959373590575,Iris-versicolor
+20,7.899998906391033,3.794109193049225,6.404305413783498,2.0213343707983507,Iris-virginica
+21,5.649216750632961,2.761592482656377,4.299482413725265,1.2875477517307075,Iris-versicolor
+22,4.4,2.885096600255692,1.402001744332415,0.1984627574183489,Iris-setosa
+23,6.240671480662492,2.542884481329396,4.951390654703679,1.5154615472640185,Iris-versicolor
+24,6.09168204755884,3.0,4.829455182802658,1.8015674781228839,Iris-virginica
+25,5.125024025285984,3.5344552014669515,1.3958324522615375,0.31216170728108106,Iris-setosa
+26,5.252817855932352,3.8083747412347346,1.5625375602642138,0.3601639131843014,Iris-setosa
+27,4.9779836876933565,3.3067399789438108,1.4025483338809224,0.19804257240847228,Iris-setosa
+28,6.29263280450584,3.2946846623379997,4.669672531354408,1.5942551170221397,Iris-versicolor
+29,5.808878364332764,2.7927302941282446,5.097679964281768,2.3991686732693727,Iris-virginica
+30,6.6848844640948535,3.3093864246195266,5.672958465150714,2.4999994896888538,Iris-virginica
+31,6.313402385840743,2.7077202080291163,4.930624916167722,1.811107388680745,Iris-virginica
+32,5.072075653726086,3.4860257113394253,1.4023346460635167,0.298897561660794,Iris-setosa
+33,5.891441332704844,3.0,4.049415078059376,1.4850005925166112,Iris-versicolor
+34,6.97893105395349,3.0,5.706057078110305,2.14835671696111,Iris-virginica
+35,4.400000503836305,2.902371985863922,1.4060873906193903,0.20430744758063035,Iris-setosa
+36,5.151477801089236,2.660597106131788,3.8126078833149064,1.3903129308745705,Iris-versicolor
+37,6.772160381166211,3.192589267302503,5.833726221336303,2.2909367274891834,Iris-virginica
+38,4.6248146617078625,3.3913097338851097,1.4095861812234256,0.29232911597990485,Iris-setosa
+39,5.489519724115424,2.3735452068035663,3.831921772231421,1.1192235125430536,Iris-versicolor
+40,5.594506934982571,2.5825504385489024,4.042257951172953,1.1433778391617346,Iris-versicolor
+41,6.205789875816918,2.2,4.509688599818334,1.5060867849698145,Iris-versicolor
+42,6.420191103599328,2.6811877983418126,5.360982886362358,1.8832114101484307,Iris-virginica
+43,6.6521694016435315,3.299450587568223,5.749512633311487,2.1566483164644583,Iris-virginica
+44,6.688454841039371,3.0,5.006601917586513,1.7112843754338332,Iris-versicolor
+45,6.020028803188924,2.9060171027167776,4.499740581216696,1.512922590452135,Iris-versicolor
+46,5.400554644022405,3.399423698903004,1.5304666610936735,0.3288824255576992,Iris-setosa
+47,5.063711425186347,3.3364297306700887,1.4115726766189036,0.19781231729718712,Iris-setosa
+48,5.1031883313269,2.5068023571390046,2.9765712012194356,1.120371203160795,Iris-versicolor
+49,4.978664086057947,3.1805781236958266,1.2,0.19877490354502403,Iris-setosa
+50,5.7759003072390085,2.607174108477776,5.064347580922901,1.8853051041732545,Iris-virginica
+51,5.676916183028977,3.7743858133801362,1.7105148708317746,0.3055100931155491,Iris-setosa
+52,5.645938671054952,2.751495122641588,4.274162977527633,1.343926032283469,Iris-versicolor
+53,5.385440805107038,3.8894561948389375,1.6063635932255238,0.45534751296776554,Iris-setosa
+54,5.694657296859314,3.797205223280341,1.6535846983704532,0.29355117544773784,Iris-setosa
+55,6.020149960928998,2.7018953369307868,5.106343509352992,1.615873383626212,Iris-versicolor
+56,4.997727379569867,3.401031776538214,1.668114958956843,0.3723574181870535,Iris-setosa
+57,6.949375892192812,3.097049796982428,5.08604333407999,2.3099939028291194,Iris-virginica
+58,6.273911643376465,2.5231850455587095,4.960377279301865,1.515360989232084,Iris-versicolor
+59,5.518035449800156,2.405599728583025,3.6712410623772884,1.0776594878640533,Iris-versicolor
+60,4.902202607744127,3.0,1.4034295250965998,0.20470590486713572,Iris-setosa
+61,7.899998691984927,3.803290001156846,6.422107618695248,1.9933585716971973,Iris-virginica
+62,6.607320735959408,3.0,5.812467580774657,2.2232573318490343,Iris-virginica
+63,4.905220466392301,3.1111473883365917,1.5092076076279504,0.10000012318739902,Iris-setosa
+64,5.00104638426506,3.1670989239616367,1.2,0.2005438333443545,Iris-setosa
+65,5.880116243064725,2.7318724900733184,5.091347294116989,1.8400977261727232,Iris-virginica
+66,6.040244468785085,2.6897257502944245,5.097585514532942,1.5913542511532879,Iris-versicolor
+67,5.919885798666529,3.0,5.115731069057171,1.7959338556835027,Iris-virginica
+68,7.693959754972202,2.6093385559904307,6.899998479266172,2.2991798705005166,Iris-virginica
+69,6.113787665685905,2.802067208210676,4.691317806184875,1.1838795775421314,Iris-versicolor
+70,5.797314747544763,2.8109235088344824,5.095332172014583,2.397691315580011,Iris-virginica
+71,5.858207754274418,3.2036134097349813,4.800940267730764,1.7989030673300128,Iris-versicolor
+72,6.277430689389583,2.2848793868971002,4.421643213868158,1.3206996554627974,Iris-versicolor
+73,4.804694799979399,3.0,1.3881966554568952,0.1,Iris-setosa
+74,6.406090939901482,2.900911360916287,4.297569075690424,1.3057464958362885,Iris-versicolor
+75,4.4000007380102675,2.897684176954028,1.3876789042598237,0.19874697148094767,Iris-setosa
+76,5.6457392868236385,2.7454717592321516,4.42864093292079,1.3000814454304983,Iris-versicolor
+77,6.712610192913505,3.0,5.000950106097645,1.701935676100528,Iris-versicolor
+78,5.087587734642806,3.778306200948387,1.6166383533899067,0.20096555705198751,Iris-setosa
+79,6.403990471530876,2.6905707889384374,5.329428891128332,1.8732395609650796,Iris-virginica
+80,6.422207408247667,2.8783893098807365,4.144859738915986,1.2768750759289171,Iris-versicolor
+81,5.678993191976008,2.5664267041820477,5.047099522219842,1.946910208613104,Iris-virginica
+82,5.538863388129898,2.647433257228138,4.426551307742504,1.2507228946971995,Iris-versicolor
+83,6.293897481386506,3.4028451944291866,5.55371808917929,2.3957301881743764,Iris-virginica
+84,5.618520401949527,3.0,4.031969605023814,1.3019631720195886,Iris-versicolor
+85,4.99986488898138,3.294386376649907,1.4063770632645831,0.1944241921643734,Iris-setosa
+86,5.1051958372184325,3.3087060822765655,1.792508348709784,0.5208731027139517,Iris-setosa
+87,5.6094606064084,2.901734873144858,3.5553948833308215,1.2883119759118045,Iris-versicolor
+88,6.85234548042138,3.2038316374013376,5.750519905063259,2.3007642410209495,Iris-virginica
+89,5.5600032641243216,2.618297186151047,4.292608095831593,1.2107470801831253,Iris-versicolor
+90,5.784099689375055,2.790440455157939,5.106086882764453,2.407933334649718,Iris-virginica
+91,6.383412989129943,2.9012145931890303,4.303038700193327,1.305417477157038,Iris-versicolor
+92,6.618630841695002,2.8370793164963213,4.671744386809669,1.3481330564052834,Iris-versicolor
+93,6.279651608831175,2.6985786487310435,4.869042376584536,1.7974662489510451,Iris-virginica
+94,4.80767932853599,3.0,1.3994147246207755,0.3417379668702227,Iris-setosa
+95,5.722247813872382,2.5499126156151926,5.030957340920481,1.973484380360189,Iris-virginica
+96,5.694588276264087,2.7744269716242065,4.439593594727117,1.3084958727671983,Iris-versicolor
+97,5.807142083240896,2.6869158639441717,5.097677687263369,1.9701257298041792,Iris-virginica
+98,6.55798999757809,3.0619441757554013,5.339952594888361,1.888874002414167,Iris-virginica
+99,6.155568845699805,2.8629680404580307,4.675817341472808,1.23862702875657,Iris-versicolor
+100,5.609672813708082,2.874071286239015,3.6532009220770965,1.2914680881642995,Iris-versicolor
+101,5.604897570815419,3.759366681847041,1.6063175410589363,0.31704478451074114,Iris-setosa
+102,5.479564055717617,2.564907650537963,4.329126744197355,1.175957410618551,Iris-versicolor
+103,5.046879500063838,3.3689254992585025,1.7119863048721573,0.37759165795715854,Iris-setosa
+104,6.319017845376562,2.421172456767501,4.7448745010193685,1.4436111421528517,Iris-versicolor
+105,6.787376070025658,2.7966697424347693,4.7597451563716335,1.3827693163811137,Iris-versicolor
+106,5.318724882257562,3.7306309578694554,1.509911805378691,0.2017823261272718,Iris-setosa
+107,5.5000076629974,4.199999110752794,1.3864027518890705,0.19630128571518574,Iris-setosa
+108,4.400000638112147,2.8914604103707022,1.399213209350874,0.2051843438704093,Iris-setosa
+109,5.0931637073650515,3.2951141235609303,1.6689710807000546,0.4802283953257396,Iris-setosa
+110,6.512463215889621,3.187582709085968,5.11085454024734,2.006457000672331,Iris-virginica
+111,5.14356268108053,3.3288383959717245,1.6312974151267186,0.4663523533102381,Iris-setosa
+112,6.782375758498632,2.80022941324347,4.801429434870227,1.3860381741223837,Iris-versicolor
+113,5.602467232185602,2.5017330938025624,3.927376819544414,1.1169897092832564,Iris-versicolor
+114,5.9056763860651555,3.0,5.103654930467098,1.804079430932227,Iris-virginica
+115,6.210532380131277,2.2,4.50917760119412,1.5347235230290206,Iris-versicolor
+116,6.109331934895444,2.607976472223551,5.594235473122129,1.4264445953489029,Iris-virginica
+117,6.314568693637025,3.3104331715412685,4.694008768411626,1.5944105833290365,Iris-versicolor
+118,7.033314369113771,3.0,5.825745323469816,2.080885799993287,Iris-virginica
+119,5.8888562071004,3.0,4.088676787067572,1.4920983691322132,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/5/test.csv b/iris/tab_ddpm/7_2/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/5/train.csv b/iris/tab_ddpm/7_2/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/5/val.csv b/iris/tab_ddpm/7_2/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/6/synth.csv b/iris/tab_ddpm/7_2/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d36beb87c31d9399485282e19e528e5476ea0560
--- /dev/null
+++ b/iris/tab_ddpm/7_2/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.575862127797186,2.6299248328927836,4.311730826504793,1.2517587337761462,Iris-versicolor
+1,6.853242219707095,3.1909486540506187,5.7435693602083235,2.2992847528753857,Iris-virginica
+2,6.267036898884682,2.70609131704597,4.925280798103613,1.7901187722944585,Iris-virginica
+3,5.408640055616464,3.0,4.483691579476356,1.4961959601797363,Iris-versicolor
+4,6.29020500993967,2.2955598568829743,4.39795688668788,1.264933403137121,Iris-versicolor
+5,7.9,3.815252434783269,6.404464772332897,2.014620357166241,Iris-virginica
+6,5.179670678362836,3.714051139612601,1.5198513470577768,0.19767049455917846,Iris-setosa
+7,7.699280424520211,2.6008323544788294,6.899998850348507,2.302526657255129,Iris-virginica
+8,6.2902968723536965,2.9056402803286354,5.590201419047633,1.8006598032173364,Iris-virginica
+9,6.706233695429591,3.2975494624054154,5.689736380160174,2.1036750406077456,Iris-virginica
+10,5.647393891375773,3.7841186761059475,1.7062728587082103,0.3469889919206819,Iris-setosa
+11,4.765827127720843,3.0,1.3949607944956353,0.1,Iris-setosa
+12,6.9015156353528395,3.100421523491539,5.099384053569113,2.2979491992715593,Iris-virginica
+13,6.13082431958583,3.0,4.646656991576493,1.379261723799954,Iris-versicolor
+14,6.7088754509146264,3.305896986189356,5.7001900036928195,2.1054132121631026,Iris-virginica
+15,6.2960267122556,2.9192380907730078,5.589452550532169,1.8041852892177594,Iris-virginica
+16,5.173729900056232,3.3332847176588807,1.5174134877091963,0.5204465371183674,Iris-setosa
+17,4.908743390278299,3.101155739646435,1.5458593063204942,0.10000010453623694,Iris-setosa
+18,6.290194682307496,2.5177835714272363,4.906430425620084,1.508891067177459,Iris-versicolor
+19,5.469841498417443,3.9032399626491703,1.7898665305282775,0.3315798311471814,Iris-setosa
+20,6.6777368967704565,3.0,4.998627171451562,1.7071137563496368,Iris-versicolor
+21,5.803237630514157,2.7960938591985998,5.106765818435907,2.399446519528725,Iris-virginica
+22,6.5073121703799055,3.0,5.837019653890033,2.2116619118589473,Iris-virginica
+23,4.809916766378502,3.0,1.4030893798824795,0.2941616364382169,Iris-setosa
+24,4.786545682524653,3.0,1.391754381773833,0.29577696315373914,Iris-setosa
+25,7.3471863162361135,2.912060231786385,6.326998550417329,1.78450932406231,Iris-virginica
+26,6.196676641356751,2.2,4.513984105320184,1.5061123781432733,Iris-versicolor
+27,4.79757661302314,3.0,1.3933898644423524,0.1000001016127352,Iris-setosa
+28,6.500103733351703,3.188783188015897,5.089257615018872,1.9974983603514673,Iris-virginica
+29,5.061240688087026,3.340324013945662,1.696639184162762,0.45935303126262733,Iris-setosa
+30,6.070858621540058,2.6086793031551108,5.634045763768668,1.4149441611288962,Iris-virginica
+31,5.004546912359567,3.3962346095997153,1.525746977366078,0.3769915884019442,Iris-setosa
+32,5.79565316678066,3.060405381552753,4.66106836142939,1.7517567355223613,Iris-versicolor
+33,6.391887825022073,2.710807898926747,5.308108534762703,1.8886617697379378,Iris-virginica
+34,5.807224307064277,2.7985181486454334,5.102751869307903,2.4068141014993736,Iris-virginica
+35,5.04386838362458,3.3769167911389166,1.4949578156069088,0.4150866361301892,Iris-setosa
+36,6.66913864351803,3.291753598578674,5.666907395885281,2.10052894023256,Iris-virginica
+37,6.191596270990854,2.5786421769474415,5.02583045313659,1.546022948412808,Iris-versicolor
+38,6.392703872968396,2.8901132453845615,4.30242425238715,1.3053533972007072,Iris-versicolor
+39,4.82104511983984,3.0,1.4013392123365156,0.3174796751807598,Iris-setosa
+40,6.500863235931381,3.0,5.4371518142786055,1.8005313232935456,Iris-virginica
+41,6.718102271040147,3.311520342955847,5.694054296315694,2.5,Iris-virginica
+42,6.130911514265011,2.595348025991085,5.603106550774263,1.4345524211372755,Iris-virginica
+43,4.8918831720835625,3.1147081508247623,1.5003910664682558,0.10000009785966783,Iris-setosa
+44,6.685132438974032,3.0,4.9852536214178755,1.7273086479279345,Iris-versicolor
+45,5.725382891101248,2.8367222246488817,4.435681879196209,1.345525053463124,Iris-versicolor
+46,5.328496194906262,3.6818736893682926,1.5412929248169225,0.20866622601755463,Iris-setosa
+47,6.303949452378353,2.7012676872047803,4.857595932133433,1.8108092714887318,Iris-virginica
+48,7.9,3.8292917972102654,6.402895923111903,1.979484932794357,Iris-virginica
+49,6.291792461240136,3.3999572369146827,5.6013857097651405,2.4013043863546804,Iris-virginica
+50,4.400000477467953,2.909526749242082,1.401910592289523,0.20283400120506598,Iris-setosa
+51,5.894597951137371,3.0,4.2152208559578765,1.4800895027678438,Iris-versicolor
+52,5.280676697907531,3.810945143776933,1.6740969423460357,0.41462971303644097,Iris-setosa
+53,5.2907942278033575,3.7038069833460296,1.5449951556114343,0.1993727362995652,Iris-setosa
+54,5.776773625367304,2.7950961349965966,5.104275258349476,2.3948747338337486,Iris-virginica
+55,5.79431347848441,2.7774797836134137,5.09259127768338,2.390654687797326,Iris-virginica
+56,5.496993511745253,4.2,1.3910695394030486,0.20149552337965418,Iris-setosa
+57,5.149993489873505,3.788237634785413,1.5333264419298158,0.35585256208290156,Iris-setosa
+58,6.108766468967515,2.604317318528193,5.593126669911306,1.4202447943861585,Iris-virginica
+59,5.2333076304207236,2.6892333838168514,3.9567634438798094,1.3880196640702824,Iris-versicolor
+60,5.246995614553961,3.345447688829391,1.6837968080284869,0.391170961411846,Iris-setosa
+61,5.7821252655305,2.66307394325634,5.0667197366912715,1.935616260044243,Iris-virginica
+62,6.680159499252647,3.29518523820484,5.691344474388604,2.1085443817541716,Iris-virginica
+63,6.1282531726484475,2.7996064041304374,4.706507870546351,1.2088463776890934,Iris-versicolor
+64,5.877577180810006,3.203278838078726,4.7967165659207405,1.804627775752974,Iris-versicolor
+65,4.4,2.8917487455724853,1.4053031258505242,0.19572321363723244,Iris-setosa
+66,6.458120416032443,3.0,5.427600927533985,1.7987337200814142,Iris-virginica
+67,5.562402655468748,3.0,4.068209973901974,1.2913765670083173,Iris-versicolor
+68,5.579597183091251,2.4564971945836627,3.900965168149293,1.102020462645261,Iris-versicolor
+69,5.658596588321407,3.7623338160181676,1.6848754574288907,0.31323999303679156,Iris-setosa
+70,4.897932455903053,3.0,1.391914639809287,0.19482062776118383,Iris-setosa
+71,6.296011166657525,3.245377327489502,4.6864578972512865,1.572895065216867,Iris-versicolor
+72,5.384059050564489,3.0,4.5028006140207015,1.4939393173132522,Iris-versicolor
+73,6.195415375484992,2.2000003564907216,4.485670150623696,1.4780697269042014,Iris-versicolor
+74,7.101745943155023,3.0,5.92644321546127,2.099235600222623,Iris-virginica
+75,4.905911423041189,2.4063069434577784,3.1599605160051416,1.0174129825403493,Iris-versicolor
+76,6.84281586309305,3.0,5.483057049533079,2.125008744811658,Iris-virginica
+77,5.921115568694349,3.2182834811964107,4.844425113790714,1.8123239229537336,Iris-versicolor
+78,6.018083756091304,3.0,4.807297701441924,1.7987909971313527,Iris-virginica
+79,6.06451145750684,3.0,4.499457027386505,1.4432710482826852,Iris-versicolor
+80,4.897258383044018,3.0986874159669004,1.6860227493786046,0.10000009813463288,Iris-setosa
+81,6.518905021466719,2.820039851550403,5.466798512306441,2.003633572743655,Iris-virginica
+82,5.205113072612949,2.7076962890025884,3.8925261152310733,1.4092804376754724,Iris-versicolor
+83,6.308753211701899,3.2952992578200746,4.676113844256008,1.585519651179435,Iris-versicolor
+84,5.167188580428621,2.6595367623015735,3.8008058065399037,1.356253904443506,Iris-versicolor
+85,5.809484684928889,2.7207351832963496,5.108287847936049,1.8705474873354948,Iris-virginica
+86,7.127149782296732,3.0,5.922163855492292,2.127315374899248,Iris-virginica
+87,5.262010895803494,2.68425067769493,3.901356030974941,1.3589236879033169,Iris-versicolor
+88,6.974641492399307,3.0,5.702169823266377,2.093793382403105,Iris-virginica
+89,6.010538704068,2.900659309956847,4.449928286497902,1.477642486795207,Iris-versicolor
+90,6.315555432188034,2.698857948937668,4.959537442213063,1.8040682105692438,Iris-virginica
+91,5.696854004840663,3.7797242500298185,1.7656959831137677,0.2951808976866093,Iris-setosa
+92,6.543114704659732,3.0,5.85021320219587,2.214029820836625,Iris-virginica
+93,4.80356211633984,3.0,1.4029851247209661,0.10000011753140502,Iris-setosa
+94,6.741934347564161,3.2665909610009063,5.760896044578173,2.069997878183384,Iris-virginica
+95,6.033497698879401,2.2,5.014874771320282,1.542531077558243,Iris-virginica
+96,6.08963786967994,3.0,4.572817514601571,1.4033505034728881,Iris-versicolor
+97,5.989371197392567,2.2000003419178267,4.990184689300796,1.494580061642592,Iris-virginica
+98,6.69941949132827,2.4832210892964284,5.799544150280368,1.7999684451536453,Iris-virginica
+99,5.0065796046799145,3.2079174944477904,1.4279659250430314,0.20971863155017942,Iris-setosa
+100,5.141551472612246,3.307336119616987,1.777336997554949,0.5435729082795888,Iris-setosa
+101,6.102185507885412,2.5950496431237045,5.6467010870020475,1.4222318181745108,Iris-virginica
+102,6.287990958173558,2.4770566146903628,4.890640716470138,1.5048577884554544,Iris-versicolor
+103,6.13579474459206,2.979058061502282,4.625175322139298,1.3567487031090446,Iris-versicolor
+104,5.921163834121743,3.0,4.257287760274257,1.5012268195242378,Iris-versicolor
+105,5.4993369463747905,4.2,1.3989890070889517,0.19631457732469584,Iris-setosa
+106,5.127222009140471,2.513613993304268,3.0754831727391663,1.0902044693975477,Iris-versicolor
+107,5.126359016411217,3.3109567167958875,1.738032914659667,0.40474937492535545,Iris-setosa
+108,5.29395472766904,3.687502864884678,1.5099040538820296,0.20108342895008396,Iris-setosa
+109,6.28869546471666,2.284246138415752,4.384105973800968,1.2961953379330455,Iris-versicolor
+110,5.560592776731323,2.86881999031899,3.5622902033379322,1.294855548687496,Iris-versicolor
+111,6.305259185576039,2.5283618953363485,4.964497571459282,1.540359990205085,Iris-versicolor
+112,7.695719817918057,2.594612378703004,6.899998857416487,2.309372916837204,Iris-virginica
+113,6.012149166902752,2.2,5.005862601459993,1.4905421312704086,Iris-virginica
+114,7.285878193361882,2.9049579653035327,6.251189728295882,1.8053711628664506,Iris-virginica
+115,6.507910348777019,3.200491773456209,5.101998792591891,1.9933124319537323,Iris-virginica
+116,6.245988144794523,2.2,4.526917506653382,1.5215740443421493,Iris-versicolor
+117,6.781814277083638,3.0,5.4333741204357455,2.0870924326391744,Iris-virginica
+118,6.500194698296479,3.0,5.531115125958266,1.8117645575405694,Iris-virginica
+119,5.978706440827185,2.8469547236248727,4.581408285716724,1.4846465844043377,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/6/test.csv b/iris/tab_ddpm/7_2/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/6/train.csv b/iris/tab_ddpm/7_2/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/6/val.csv b/iris/tab_ddpm/7_2/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/7/synth.csv b/iris/tab_ddpm/7_2/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..329167af006827702aaaf2c72f49bce840788237
--- /dev/null
+++ b/iris/tab_ddpm/7_2/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.501876368020591,2.294311032459314,1.2991391691265508,0.29782512622781937,Iris-setosa
+1,4.824573456035348,3.0,1.4011245657370126,0.26605074046825183,Iris-setosa
+2,6.969831240167486,3.0914398206068308,5.088774757168623,2.298718228603124,Iris-virginica
+3,5.79909219642741,2.810717091738421,5.09086584651117,2.398571096891243,Iris-virginica
+4,5.970928426753338,2.200000270870469,5.000815840368268,1.5178945340150938,Iris-virginica
+5,6.8827221889393995,3.2004056401245866,5.805201252296728,2.30545727715924,Iris-virginica
+6,5.0041391814470435,3.404291719569886,1.592421120027315,0.4002075333457723,Iris-setosa
+7,5.607020535596991,2.7028576263148274,4.298801207524206,1.287883506857427,Iris-versicolor
+8,6.281746210501163,3.406803634083335,5.575127580909051,2.404413726528169,Iris-virginica
+9,5.888459770314798,3.0,5.100568993654728,1.7984735284922408,Iris-virginica
+10,4.4000006306252395,2.915935623043001,1.4028408046571306,0.2095958364545164,Iris-setosa
+11,4.905151805873294,3.1155566713997516,1.498352894047915,0.1,Iris-setosa
+12,5.0119628232377,3.4459017537041974,1.5157313374462957,0.3857018325214643,Iris-setosa
+13,5.014570236650782,3.205094119896348,1.2,0.1966466272135306,Iris-setosa
+14,4.99690625239436,3.3987303070367654,1.5312417158759837,0.43374554706786184,Iris-setosa
+15,6.098550477034674,2.5897531419073436,5.611653247769083,1.4108569076155613,Iris-virginica
+16,4.5063778241738905,2.3094680561783743,1.3021001563470886,0.30291605547529077,Iris-setosa
+17,6.398155949328069,2.672023722652903,5.323433366515541,1.8745475645439444,Iris-virginica
+18,5.010818408797199,3.2072026538204548,1.2,0.19559971831927772,Iris-setosa
+19,6.306919685537676,2.899616970169472,5.605576929862417,1.7974704364159235,Iris-virginica
+20,6.580637571295056,3.179498353804985,5.1170963910841705,2.02409946602598,Iris-virginica
+21,6.914322047935501,3.0978995701486016,5.106559733422619,2.316102034269088,Iris-virginica
+22,6.871482612620353,3.1757584307249753,5.9198486379639395,2.2651396464541445,Iris-virginica
+23,4.797270932121155,3.0,1.396508001462268,0.10000010257671776,Iris-setosa
+24,6.046973467025964,2.2,4.98998275848961,1.5120363623356434,Iris-virginica
+25,6.699077685829164,3.3047886416948473,5.7550803533380925,2.4999994974398336,Iris-virginica
+26,7.307648750448567,2.899278640287993,6.346611078024772,1.8037631554018632,Iris-virginica
+27,7.286507029893661,2.895306331382688,6.271735070366282,1.8002418210208693,Iris-virginica
+28,5.009628884976482,3.4050944481650545,1.5464359204493687,0.48071130237663534,Iris-setosa
+29,5.794673784992163,2.7159451630216846,5.095661662830334,1.8995238935894656,Iris-virginica
+30,6.09927096920431,2.9937699853828703,4.627450452031904,1.3609169311078506,Iris-versicolor
+31,5.302563999347409,3.712809118588151,1.4956425688614572,0.19952433947434628,Iris-setosa
+32,6.204606974428819,2.2,4.49826065204044,1.502050367879267,Iris-versicolor
+33,6.116099075693821,2.585608745167189,5.5938058417286385,1.3888422623250027,Iris-virginica
+34,5.979397814959874,3.0,4.3553449577646575,1.487955699164846,Iris-versicolor
+35,5.001143857396089,3.219464178079239,1.2000002397346816,0.19770559333281565,Iris-setosa
+36,4.878228205103192,3.0,1.40228346492316,0.1975844629381589,Iris-setosa
+37,5.14440196733037,3.3999443384726695,1.5841707322471743,0.1996394740310634,Iris-setosa
+38,5.958360883444232,2.2000003291342396,4.9882566095042495,1.5159055869423066,Iris-virginica
+39,6.267477998885182,2.3027555418114547,4.372460348896627,1.2771876733020084,Iris-versicolor
+40,6.808394909769662,2.7983611561238684,4.812604959778106,1.4234049584572708,Iris-versicolor
+41,7.9,3.815074231498979,6.409906521832926,2.0016801254454855,Iris-virginica
+42,6.306216437155361,2.3475097844253145,4.41858046557262,1.3170206980800545,Iris-versicolor
+43,5.4763398059763135,3.0,4.378400490425378,1.4073353143575313,Iris-versicolor
+44,5.085521849653581,3.412064414253345,1.4066116866073106,0.3017488078586759,Iris-setosa
+45,4.9075166693732735,3.118177993201633,1.4960047947452242,0.10000010091761703,Iris-setosa
+46,5.834382183154122,2.554188582388357,5.003398947629237,1.9721771568164346,Iris-virginica
+47,6.482724181906038,2.878195744494828,4.364514402577906,1.338979969724267,Iris-versicolor
+48,6.183091824485275,2.2000002943575567,4.526053090812245,1.4980154322496972,Iris-versicolor
+49,6.794983190724295,3.170561799307815,5.793489679348646,2.3036535187059037,Iris-virginica
+50,4.98219574584319,3.2030829507831267,1.2000002277548707,0.2054178754544097,Iris-setosa
+51,6.164519178546417,2.816501438299752,4.719054415345431,1.1897842087546633,Iris-versicolor
+52,4.586909495894304,3.4024275333704246,1.4011075321628246,0.3030748164110414,Iris-setosa
+53,6.72010515450958,2.5027969858458206,5.78321883302251,1.8038625908853085,Iris-virginica
+54,6.719658329180333,2.5039368556144868,5.79012619889154,1.7841644518504851,Iris-virginica
+55,5.7711605747839405,2.7992614368193776,5.09754422251603,2.4030375785853773,Iris-virginica
+56,6.269314994230194,2.8400791245548196,5.545267911040399,1.769757738610936,Iris-virginica
+57,6.099371876235379,2.602842518756898,5.6171830030451435,1.373640327826172,Iris-virginica
+58,6.4052427672065635,2.6781173616480833,5.35772599848598,1.9132786457574522,Iris-virginica
+59,5.7930072015633725,2.7133592033241722,5.115778914231867,1.874573426487531,Iris-virginica
+60,7.306737851541075,2.933712587647794,6.2753115996830875,1.8099610323232023,Iris-virginica
+61,5.5872482560065615,2.478286839323541,3.9317788937375413,1.1094014631954754,Iris-versicolor
+62,6.31127503752089,2.7292416748289305,4.917835358768714,1.8062252519053588,Iris-virginica
+63,5.536835285019042,2.4382056946390422,3.934299371991511,1.0939825625541466,Iris-versicolor
+64,5.610995920042383,2.709874495221529,4.205157143991922,1.299329217478721,Iris-versicolor
+65,5.09723098289319,2.5008507753836726,2.776133904853671,1.101466830990841,Iris-versicolor
+66,4.904853312983813,3.0941673065810096,1.5307233862822167,0.10000009561271292,Iris-setosa
+67,6.028144881649327,2.693214630859234,5.096325275616999,1.6011499300633185,Iris-versicolor
+68,5.186405966045329,2.6899627433360935,4.006070884006663,1.3710026386497716,Iris-versicolor
+69,5.586594479398412,3.0,4.053305749730213,1.304044770187433,Iris-versicolor
+70,6.014430697768783,3.0,4.481863395290016,1.450949858073299,Iris-versicolor
+71,6.043177826133996,3.0,4.496386938400382,1.476389934145878,Iris-versicolor
+72,5.412024656269647,3.874091086955929,1.887732154222796,0.3924272287610815,Iris-setosa
+73,5.5183202016140065,4.2,1.4047147294313067,0.21313101474420346,Iris-setosa
+74,5.678942313654839,3.7761327543813135,1.561620019039411,0.3170213790028752,Iris-setosa
+75,5.992016107412966,2.2000003272008066,4.994479014683929,1.472403563126984,Iris-virginica
+76,5.067001395911115,2.4838140002890916,3.0287198079371573,1.093935259970274,Iris-versicolor
+77,6.29883068171083,2.298043664857057,4.398498131156854,1.2982843469352765,Iris-versicolor
+78,6.3010480458199165,3.2850180204281862,4.687532654691736,1.5954885011586104,Iris-versicolor
+79,4.899320429778505,3.102760685019067,1.6528924415067936,0.1,Iris-setosa
+80,6.2911516689320255,2.7099654981395607,4.825459309379124,1.7979286457457926,Iris-virginica
+81,6.387208124242533,2.9814000166838657,5.526432694641847,1.802692072844799,Iris-virginica
+82,5.83271733625271,2.878902814704562,5.1183510781821155,1.8392962696531479,Iris-virginica
+83,7.9,3.799729707536104,6.427840476468758,1.9763480144470809,Iris-virginica
+84,5.755042555149591,3.7905008374435667,1.6814845263988096,0.29665204795669775,Iris-setosa
+85,5.785930745000613,2.7232228961009124,5.109274849112634,1.8657536892666218,Iris-virginica
+86,5.443741389816817,3.0,4.536734810010925,1.509769654606017,Iris-versicolor
+87,7.2540531786873705,2.96228967260247,6.139026707125278,1.9716851535391022,Iris-virginica
+88,5.1548685015043665,3.795034285399041,1.548641168160903,0.1950348710227948,Iris-setosa
+89,5.2117799723315485,3.854311486755936,1.7155790579366452,0.39469075761167327,Iris-setosa
+90,5.888805230114584,3.178251081596796,4.8212595402797085,1.7976010140307301,Iris-versicolor
+91,5.11393298135054,3.3098414992297993,1.5226495957869721,0.4374788461623774,Iris-setosa
+92,5.115106514110724,3.5229684380307056,1.4009690698905226,0.2964926113399398,Iris-setosa
+93,6.114024482683753,2.7916644922529703,4.72249032245802,1.2114056926270256,Iris-versicolor
+94,5.645414330862522,2.767695404213291,4.322029144183901,1.3245617706874977,Iris-versicolor
+95,5.9190083199348,3.0,4.206552705084514,1.484306304934731,Iris-versicolor
+96,5.852844955501206,3.0,5.097746097182407,1.8151988044161453,Iris-virginica
+97,6.724816105545089,3.3102988437459127,5.688112878022075,2.5,Iris-virginica
+98,6.011104881244407,2.6877292540818405,5.078407599911078,1.598421242679125,Iris-versicolor
+99,5.3543326353376335,3.876583136100785,1.6799417761819628,0.41160669880590883,Iris-setosa
+100,6.294797263064855,2.6623434994454005,4.87522997418139,1.7921548935450695,Iris-virginica
+101,4.818612709757483,3.0,1.4006404020321073,0.3334179971907931,Iris-setosa
+102,5.835930199928908,2.7990908425632774,5.094600472757075,2.396156689000511,Iris-virginica
+103,7.322014225242194,2.900160451938482,6.285427265472636,1.7955764934422118,Iris-virginica
+104,6.299214490568439,2.461949560917942,4.8646928011668935,1.4829984029774712,Iris-versicolor
+105,4.605048770626617,3.4050608646825062,1.3953202879001516,0.31216105659902893,Iris-setosa
+106,6.747569590576147,3.0,5.689591410053229,2.119019920383808,Iris-virginica
+107,6.082259893465547,3.2626982931916517,4.736993435362948,1.750319519945228,Iris-versicolor
+108,5.5933947079800115,2.3966282517687305,3.9388138686496212,1.1349805547425964,Iris-versicolor
+109,7.301675884565513,2.910803475632837,6.2967601383454905,1.8066846850508398,Iris-virginica
+110,5.884638584544328,3.1972506442466226,4.793696164540785,1.7970764726329578,Iris-versicolor
+111,5.83004672258183,2.7435328410606568,5.108064170409975,1.8665548574907271,Iris-virginica
+112,6.355155670408514,3.3825142058859887,5.611989123640891,2.3500382834561044,Iris-virginica
+113,6.915418997207062,3.086953604115512,5.104469405906525,2.279657000759534,Iris-virginica
+114,6.657393060021869,3.298981842179583,5.652994063225471,2.5,Iris-virginica
+115,6.703807960809794,2.5014068695442355,5.803192418445754,1.807655105823516,Iris-virginica
+116,5.939538889326393,3.0,4.269726129499916,1.513743190266479,Iris-versicolor
+117,5.889501196089311,3.0,5.104048555690814,1.7990543641786032,Iris-virginica
+118,7.115160146126761,3.0,5.8808331891524945,2.1013574739775223,Iris-virginica
+119,5.15098070204527,3.3229212798830994,1.6370926016420728,0.41265849329940385,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/7/test.csv b/iris/tab_ddpm/7_2/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/7/train.csv b/iris/tab_ddpm/7_2/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/7/val.csv b/iris/tab_ddpm/7_2/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/8/synth.csv b/iris/tab_ddpm/7_2/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a0ec003bcd1e5197cd1c3e5ac918c2e3d56a62d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.407213380840073,2.948107726266605,5.478414280154151,1.8079993679632647,Iris-virginica
+1,5.631454222193665,2.79824458647776,4.494897507102737,1.3062666781267287,Iris-versicolor
+2,5.394344420329962,3.3997999978523206,1.6959943585156314,0.20103333324852146,Iris-setosa
+3,5.1454323931067,3.792413917635593,1.6260439130677693,0.19747561794220075,Iris-setosa
+4,6.106972736871979,2.799348217752342,4.697287189795644,1.203748115161142,Iris-versicolor
+5,6.2969133951801055,2.440222386171846,4.769113801991934,1.451388962794649,Iris-versicolor
+6,6.29061560120718,2.3037747802494204,4.430120795386769,1.3080121175429191,Iris-versicolor
+7,5.688548690746786,3.8064450350163614,1.7616526407667883,0.3582389743075458,Iris-setosa
+8,5.649931478089633,2.74162959985332,4.467444574578993,1.2843762976137358,Iris-versicolor
+9,6.566995708910144,3.0,5.523052457046455,1.8018247116973805,Iris-virginica
+10,6.16266206256584,2.2000002925266657,4.487010564402974,1.4768895939970967,Iris-versicolor
+11,7.33633236503815,2.918923233734747,6.331740870319097,1.8148508079788968,Iris-virginica
+12,4.512527648960058,2.295804683625897,1.3014944985662409,0.3086703736488919,Iris-setosa
+13,7.899998748703744,3.813359679605248,6.379592600412502,1.9893106784911363,Iris-virginica
+14,5.01588726135121,3.3199595992254536,1.4007825185877785,0.2016770281351776,Iris-setosa
+15,6.302183549683081,2.2916354868112934,4.4162068819211,1.3035546889413243,Iris-versicolor
+16,5.017283016930067,3.2067603155600053,1.2000002041308904,0.20264921848888925,Iris-setosa
+17,5.191554352037265,2.476635137151044,3.4106617517309514,1.0880771026447589,Iris-versicolor
+18,5.87008440547894,3.0,4.134450053256362,1.5181594793098063,Iris-versicolor
+19,4.991247285194344,3.2237047025794476,1.2,0.19321617086110748,Iris-setosa
+20,6.041430209780953,2.2000003444405403,4.952892716061258,1.5352951200210503,Iris-virginica
+21,6.135759218586648,2.5953447930045113,5.612394621812042,1.413368123689387,Iris-virginica
+22,5.66303483164089,2.479048699152567,4.999350591864908,1.9806336081881755,Iris-virginica
+23,6.66189074181181,3.290360482328927,5.787811256030222,2.1003633041889653,Iris-virginica
+24,5.015064295796633,3.221017395484497,1.200000180566104,0.19804818533756935,Iris-setosa
+25,5.533601768422736,2.6527712615553907,4.46831383058141,1.2312043601846283,Iris-versicolor
+26,5.409851186010289,3.4057455637981278,1.7718528175739632,0.202405966032839,Iris-setosa
+27,4.998019495520492,3.4094254254568046,1.5941324499845286,0.38454563220988414,Iris-setosa
+28,6.788864658842579,2.798039205829201,4.770545832812463,1.4078144586863388,Iris-versicolor
+29,5.691901515068926,2.486650211120949,4.989680582012706,1.9977066260501746,Iris-virginica
+30,7.693881839231496,2.60256558179934,6.9,2.3036044388778927,Iris-virginica
+31,4.501286935629164,2.303494344597462,1.295469699676882,0.2990034706321477,Iris-setosa
+32,4.908684286322079,3.0981198081259755,1.602318689875781,0.10000009501160452,Iris-setosa
+33,5.80183614716394,2.711119946641318,5.094329283657107,1.9065012079237968,Iris-virginica
+34,5.842356878625375,2.766746396835659,5.103293221850052,1.888080760961642,Iris-virginica
+35,6.113982001682708,2.9499147371363628,5.406964949000544,1.8051430020889685,Iris-virginica
+36,7.135664712818716,3.0,5.988466125672455,2.0866963091175914,Iris-virginica
+37,5.3375932463129,3.405269625711549,1.571805925535305,0.19926194098186706,Iris-setosa
+38,6.305442210736447,2.3004301044683197,4.428726740056816,1.3048237391043425,Iris-versicolor
+39,5.038466633010269,3.3408708289144795,1.434684894919825,0.208732706606082,Iris-setosa
+40,5.798269945780437,2.8164651045394664,5.11277811768855,2.39782330124418,Iris-virginica
+41,5.439989391487685,3.891587141387903,1.8060550844837697,0.403761255469111,Iris-setosa
+42,5.376780800973167,3.0,4.479087382100886,1.5167451299844206,Iris-versicolor
+43,5.970512701436428,2.700240884965601,5.102126431917093,1.6115076603858711,Iris-versicolor
+44,6.421609249965444,3.1628524425868587,5.08891791424195,1.9865904010692534,Iris-virginica
+45,5.589436142209015,3.683765263954599,1.6541861450932296,0.26375707235264767,Iris-setosa
+46,4.920285365870059,2.4104168704025715,3.4516149363509343,1.038223191888584,Iris-versicolor
+47,6.093833307097593,2.6001400177211216,5.609720422306495,1.4140829043470786,Iris-virginica
+48,6.503261696263233,3.0,5.505529893583433,1.8014184961587274,Iris-virginica
+49,4.400000619553675,2.91882469306046,1.4086448845365664,0.2034346371616158,Iris-setosa
+50,5.3899189569862855,3.0,4.517108837663711,1.5265191451376758,Iris-versicolor
+51,4.8859043412363,3.051552745440384,1.4683963067296166,0.10000011122262914,Iris-setosa
+52,6.303432282327614,3.4015417437634423,5.626359707506564,2.387143690076888,Iris-virginica
+53,5.135142700198397,3.4092082840130913,1.499198158920341,0.20119143783219798,Iris-setosa
+54,5.253154005332049,3.7747290979110906,1.6966613377634758,0.22844935506588587,Iris-setosa
+55,6.302841209161148,2.2996026579246274,4.4098592877444505,1.279912588166615,Iris-versicolor
+56,5.991532883449767,2.7068752110122065,5.097339010296224,1.598868155177144,Iris-versicolor
+57,5.49943324361937,2.5963267116378113,4.337578713045848,1.1859185373136927,Iris-versicolor
+58,6.6988147983039,3.314017233780413,5.687423266987774,2.5,Iris-virginica
+59,5.904605309785446,3.215542379129454,4.801197423973677,1.8069988524716976,Iris-versicolor
+60,4.918150868177551,3.0,1.4047111212369052,0.20263181708539335,Iris-setosa
+61,6.4819506563773945,3.0,5.833201450564034,2.21430298450679,Iris-virginica
+62,6.5298204848954295,3.212009325087958,5.086516292084245,2.036850261353175,Iris-virginica
+63,6.79306844672439,2.8074952458670737,4.804084112332119,1.4017334948902345,Iris-versicolor
+64,5.094587176806955,3.520813079157733,1.400040036882202,0.3571365905412798,Iris-setosa
+65,5.201841036882156,3.344906177998035,1.628160085228861,0.4279531361384141,Iris-setosa
+66,5.251121328308911,2.7345065135520255,3.7675161360675675,1.412231579273797,Iris-versicolor
+67,5.972748331991786,3.0,4.776595947375268,1.796002434455823,Iris-virginica
+68,7.201251830374555,3.0,5.963914512652913,2.072626919728056,Iris-virginica
+69,7.681356825302355,2.590099613932342,6.9,2.2879701074728827,Iris-virginica
+70,6.4746761717988015,3.195781336345023,5.07525292803736,1.9661124564232528,Iris-virginica
+71,5.902549997156259,3.0,4.277021413445765,1.5317881190054732,Iris-versicolor
+72,6.287140431925984,3.296553215282328,4.707535956217117,1.604618656316774,Iris-versicolor
+73,4.827354551627284,3.0,1.4288891059011606,0.10000010022134043,Iris-setosa
+74,4.976186166947705,3.257919583088324,1.3984266443040358,0.19990050262911474,Iris-setosa
+75,5.5323270780929485,2.419064553324418,3.88255949548585,1.122663283444797,Iris-versicolor
+76,6.491711097499882,3.2002847827496335,5.091396763970894,1.986649846835998,Iris-virginica
+77,5.743388134602376,2.622248920240125,5.0743951931872795,1.942920956229228,Iris-virginica
+78,5.996440842011621,2.200000332210184,5.005775086682665,1.4807946252352147,Iris-virginica
+79,6.850734884527036,3.1196431179028767,5.662176972412476,2.2697138974920676,Iris-virginica
+80,4.801261511356996,3.0,1.3992209395690007,0.2637735409403894,Iris-setosa
+81,5.992867540906215,2.786801233196291,4.681047036467361,1.1836928147773915,Iris-versicolor
+82,5.469461038820159,3.0,4.505673792329518,1.509468579144138,Iris-versicolor
+83,6.205500262209292,2.2000003736327653,4.557087548512371,1.4804822918152074,Iris-versicolor
+84,6.858565355920231,3.207832411480935,5.8927918071057075,2.3168949785826283,Iris-virginica
+85,6.293255028416221,3.307706086526249,4.725154037762037,1.5926186603930688,Iris-versicolor
+86,4.494724679407339,2.294217272936285,1.301578770365163,0.2969378157603769,Iris-setosa
+87,6.739136577532208,2.56934515845427,5.878231393597502,1.8080324362169695,Iris-virginica
+88,5.938244699052475,2.901334629679964,4.479940484908299,1.4885846817083845,Iris-versicolor
+89,6.184434589446334,2.200000294202687,4.518657232490828,1.4836378745462373,Iris-versicolor
+90,5.187913298042302,3.3588011033724263,1.558775726871668,0.43269031533360325,Iris-setosa
+91,4.82909127312443,3.0,1.3981705465442544,0.35537776417946915,Iris-setosa
+92,5.965989245875527,2.897652748003663,4.507126281724729,1.4952423800317027,Iris-versicolor
+93,6.010349765446921,3.0,4.476653215228645,1.4036808009614492,Iris-versicolor
+94,4.499596058650498,2.3081679703625824,1.2973800622726332,0.3081803881556944,Iris-setosa
+95,5.606149862144745,2.4637403594367515,3.8895585511650115,1.0945048983326695,Iris-versicolor
+96,5.911442352501269,3.207371680704425,4.801212867779153,1.8000595790646916,Iris-versicolor
+97,4.893980775390181,3.105053614177524,1.4959284004002738,0.10000010094074933,Iris-setosa
+98,4.893229311488387,3.107539015248182,1.7142890800826789,0.10000010143378622,Iris-setosa
+99,5.088521095082374,3.397574585951022,1.4962083814085916,0.1980336786539259,Iris-setosa
+100,4.796100138898648,3.0,1.3989876556604746,0.2946649768997432,Iris-setosa
+101,5.362141818979655,3.4008161306323146,1.687428421080364,0.2084804777776375,Iris-setosa
+102,4.779387989475629,3.0,1.3985787984882456,0.3008078077424899,Iris-setosa
+103,5.090634287548297,3.836544600392732,1.6277314178218976,0.1970482887136562,Iris-setosa
+104,5.875216835337405,2.9447022696558567,5.048291858431925,1.813270701560018,Iris-virginica
+105,6.286801628875319,3.2871513567680086,4.6977100380342565,1.627841978019664,Iris-versicolor
+106,6.700719296157643,3.0,4.983345367497516,1.7005481639955093,Iris-versicolor
+107,4.890500528039445,3.1176424293281957,1.553469404913635,0.1,Iris-setosa
+108,4.852629992681225,3.2977200740672696,1.412851695390592,0.20084814108753918,Iris-setosa
+109,4.803107828611133,3.0,1.3996860016527426,0.10000009089040915,Iris-setosa
+110,6.303950005944172,2.892688075372085,5.604769676086936,1.797789145031396,Iris-virginica
+111,5.099423613004841,3.4746766175218067,1.3993037841348204,0.28290367653698717,Iris-setosa
+112,6.022172945310723,2.200000332404989,5.003262771985154,1.4646026084625694,Iris-virginica
+113,6.400561548514061,2.8996078265365726,4.3128998153428135,1.294943735219658,Iris-versicolor
+114,5.689314898690436,2.7782230605728895,4.2931976632558255,1.3500884231226755,Iris-versicolor
+115,6.219920308229273,2.2000002720145124,4.547683824880736,1.4907232548051335,Iris-versicolor
+116,7.224386154416169,2.953545142290849,6.135602880241841,1.8617423007746619,Iris-virginica
+117,6.91179395329905,3.072943058543646,5.1014228407592155,2.3073685976852687,Iris-virginica
+118,6.297013293647156,2.302201562769567,4.419118201694958,1.3178550513823768,Iris-versicolor
+119,6.0449389903696735,2.8025341945853137,4.671234447271885,1.2247799296052064,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/8/test.csv b/iris/tab_ddpm/7_2/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/8/train.csv b/iris/tab_ddpm/7_2/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/8/val.csv b/iris/tab_ddpm/7_2/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/9/synth.csv b/iris/tab_ddpm/7_2/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e21270dd171079c34785e32c9dfacec712a32b2
--- /dev/null
+++ b/iris/tab_ddpm/7_2/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.31864585349838,3.388285981708151,1.687305378247298,0.20489999491107386,Iris-setosa
+1,6.855247317210104,3.076182612370688,5.101839566507757,2.2802973044337937,Iris-virginica
+2,4.924854610663769,2.418363459295577,3.334726626606741,1.0709439682487603,Iris-versicolor
+3,5.135350813622688,3.3256139650934275,1.6718146626984574,0.43775321959836955,Iris-setosa
+4,5.3610739727310746,3.398992134441091,1.6655976299813606,0.2001389286219301,Iris-setosa
+5,5.569554593310308,3.0,3.9460283426681326,1.2980268498012073,Iris-versicolor
+6,4.905507289493794,3.1061275578836933,1.497266955932736,0.10000010324791694,Iris-setosa
+7,5.1353763343757235,3.520380371583135,1.5637812502388153,0.20360085765543043,Iris-setosa
+8,5.422052344271548,3.9061762236392377,1.8216330614344205,0.38798216675250874,Iris-setosa
+9,5.188062720476104,2.7318980504134913,4.014875088459777,1.4160942103386531,Iris-versicolor
+10,5.527983946499253,2.440060430458499,3.947564894617308,1.0750595026350536,Iris-versicolor
+11,5.362952288048606,3.400069853328637,1.6721693610558894,0.20284635188470584,Iris-setosa
+12,6.060345887824334,3.0,4.576721584573349,1.4131871237466012,Iris-versicolor
+13,6.298030716507176,3.3146674288100595,4.708813167284673,1.6058709614435625,Iris-versicolor
+14,7.701487355708467,2.6044466106494646,6.899998685979159,2.2693365901494524,Iris-virginica
+15,5.409984160442345,3.89104906533875,1.6804160366962,0.44184935103205075,Iris-setosa
+16,4.987004899990775,3.212576490592204,1.2,0.1938838881858794,Iris-setosa
+17,6.752908808921186,3.204176455090031,5.900550248749445,2.3054002580144966,Iris-virginica
+18,6.677620587443087,3.303312148204378,5.673481371735321,2.1048665593396247,Iris-virginica
+19,5.947379914647476,2.890519966613264,4.438215200180106,1.4838025791067972,Iris-versicolor
+20,5.6992888088272995,2.811814069620461,4.500624791802695,1.3107105003879316,Iris-versicolor
+21,4.998113215195264,3.400664477540634,1.623730481181472,0.43751383670927024,Iris-setosa
+22,6.022068517440172,2.872072143943979,4.5018962483849485,1.48773149588162,Iris-versicolor
+23,5.787065413530197,2.7934389955474153,5.092862401991824,2.3957761493126086,Iris-virginica
+24,4.88905189451372,3.1105760325432907,1.5012707963196317,0.1000001041804269,Iris-setosa
+25,4.89467772526475,3.1007441418121515,1.6065601222354897,0.10000011251738858,Iris-setosa
+26,7.726125904656452,2.5903612874944963,6.9,2.2931460001548456,Iris-virginica
+27,6.691757141488652,3.0,5.011439500525944,1.6925135577220065,Iris-versicolor
+28,4.400000484947623,2.9107375275879033,1.4026189229859374,0.2020918884898752,Iris-setosa
+29,5.775628784022564,2.7971833873782828,4.388696513508231,1.3649253440011968,Iris-versicolor
+30,5.010229814720737,3.1782569631942015,1.2,0.19761637773398427,Iris-setosa
+31,6.933145586989452,3.101918222620151,5.098135909060647,2.3158394511049902,Iris-virginica
+32,4.816168365468515,3.0,1.404071268762388,0.10000011518140985,Iris-setosa
+33,6.292894669227167,3.397350280256672,5.630844171335325,2.399136079921955,Iris-virginica
+34,7.899998745686401,3.825396941855076,6.400426099394815,2.0175667655458245,Iris-virginica
+35,6.4391921355552455,3.182120206575175,5.092155174128175,1.9683199376854168,Iris-virginica
+36,5.233025234596534,3.74593711355404,1.4924440585627854,0.19709199393581878,Iris-setosa
+37,6.023288623060299,3.0,4.781555381378053,1.802516993679265,Iris-virginica
+38,5.578676009952358,2.6963349357659383,4.2851927051121175,1.297824654157773,Iris-versicolor
+39,5.129684290127407,3.710357834345112,1.5412388863623618,0.36439543041309985,Iris-setosa
+40,6.393031477078378,2.878739251261431,4.39571237558248,1.2761182659938526,Iris-versicolor
+41,5.53995575480707,3.0,4.470553837717628,1.4488197778131764,Iris-versicolor
+42,6.317868513673334,2.8928442320216865,5.583519512303766,1.8055579336868424,Iris-virginica
+43,4.507088107910304,2.299434636895563,1.3017679246093703,0.3463339232485566,Iris-setosa
+44,5.216290863492782,2.726574364875509,3.922579648739792,1.3978974285579453,Iris-versicolor
+45,5.929857794274793,2.6910099795102185,5.046632835072879,1.876222919735907,Iris-virginica
+46,5.897009418023764,3.185350068056721,4.8309035371316025,1.8016558247382364,Iris-versicolor
+47,6.694400984246627,2.4974842774287946,5.799601337884423,1.8062095636196962,Iris-virginica
+48,6.498286422734307,3.1963685087594973,5.094552479618812,1.9867957142223955,Iris-virginica
+49,7.298085909595768,2.8969781349051793,6.291694574550608,1.804565001971753,Iris-virginica
+50,5.105360287401818,3.8192498451292796,1.5615507983894468,0.20386700132033125,Iris-setosa
+51,6.912581183953518,3.2105667642439824,5.696319271493817,2.3117590036688975,Iris-virginica
+52,6.327677695176435,2.2983283146533497,4.40643270936472,1.3192574955881897,Iris-versicolor
+53,7.2999930751661966,2.9169235775121596,6.272675055950479,1.8002907518365827,Iris-virginica
+54,6.005372425581207,3.0,4.771663469769646,1.8020899040289595,Iris-virginica
+55,5.238591734632736,3.366375261138728,1.623936849598988,0.2790401092687466,Iris-setosa
+56,5.468884141247085,3.540712287403953,1.5081415936735618,0.20457126405099035,Iris-setosa
+57,4.6004671256488665,3.204532001200269,1.4045157580815275,0.2017784052939411,Iris-setosa
+58,5.011898375366741,3.3231206454707403,1.403009446222379,0.19967851881873153,Iris-setosa
+59,6.7759408348440315,3.179000337342355,5.889349824066689,2.3048887729047296,Iris-virginica
+60,5.2055705876358696,3.736233388453443,1.4970557038824475,0.1927996996518158,Iris-setosa
+61,5.999169949734538,2.2,5.005689356852733,1.5156886924456274,Iris-virginica
+62,5.79352628959468,2.777908751613265,5.104377041179521,2.39515704227595,Iris-virginica
+63,5.103762729446499,2.5004179503168324,2.9832177378365934,1.1049621902835984,Iris-versicolor
+64,5.534955633247022,2.5864939893858296,4.3417122489232955,1.1710193049520987,Iris-versicolor
+65,6.8200552097952905,3.0,5.259350245040658,2.1853480805249275,Iris-virginica
+66,5.260195087412524,3.5671818016342662,1.4751346358915982,0.4471602128984017,Iris-setosa
+67,6.510394937057654,3.0,5.5332801283358455,1.8045034553559183,Iris-virginica
+68,4.4,2.90249555311876,1.39908111855278,0.2008799722125184,Iris-setosa
+69,4.9193808826105645,2.4118022991892882,3.253320322083222,1.0818608363873294,Iris-versicolor
+70,5.393243080775802,3.414443765205244,1.6529867189092604,0.19592039540800585,Iris-setosa
+71,5.655341199126708,2.765994990359941,4.402724561673089,1.2885317356894863,Iris-versicolor
+72,6.519534147545377,3.0,5.84520534068876,2.1970726282384727,Iris-virginica
+73,6.541090516513265,3.0,5.512262307311176,1.79039932877048,Iris-virginica
+74,6.6898782361290925,3.291242306245415,5.687979282666651,2.4999992344504065,Iris-virginica
+75,5.105097523056749,3.824274768480103,1.5983908719851154,0.20515487628337786,Iris-setosa
+76,6.152510569617392,2.9180384051795434,4.828284346625515,1.8010221200477727,Iris-virginica
+77,6.395841489773059,2.6962432878389633,5.29128062037772,1.9029216905324517,Iris-virginica
+78,6.181194628039082,2.20000030113284,4.479968072791064,1.4752051764660243,Iris-versicolor
+79,6.81602227432946,3.191054436937951,5.8786290499232425,2.30058050650021,Iris-virginica
+80,6.935598662031785,3.1262483295548766,5.886637443446271,2.2504849926670434,Iris-virginica
+81,4.607441287305887,3.401141341687656,1.4062389149230818,0.33143931490934303,Iris-setosa
+82,6.000187057244276,2.2000003242172603,5.009109715494378,1.526683928540008,Iris-virginica
+83,4.903883842521004,3.111525558643404,1.4990244496066818,0.1,Iris-setosa
+84,5.605627447935769,2.5203446269278764,3.8660778597306678,1.123842831447329,Iris-versicolor
+85,5.099240865032265,3.4987068117419446,1.3958436601354354,0.29887094952471743,Iris-setosa
+86,6.133462887564856,2.826270606016301,4.68926316646329,1.2119082407070252,Iris-versicolor
+87,5.571081500531242,3.0,4.1957827601421664,1.3039932270113133,Iris-versicolor
+88,4.878785017028818,3.095824926608503,1.5780323004108494,0.1,Iris-setosa
+89,6.975855525558148,3.112510777651938,5.087785759095621,2.3106254401031046,Iris-virginica
+90,4.873927003367977,3.0892230626506505,1.493451659448439,0.10000009498455077,Iris-setosa
+91,6.026420134489178,2.7003303787331903,5.074131905293223,1.5862491749364114,Iris-versicolor
+92,4.998850762459769,3.206309915113289,1.2000002713796794,0.20452428135021838,Iris-setosa
+93,5.807417068189256,2.6897740259941396,5.09913714963688,1.899836801867684,Iris-virginica
+94,6.233317650502278,2.565960030664358,5.006070968609459,1.5608956446078535,Iris-versicolor
+95,6.796267293589835,3.0,5.44158721249368,2.1013744486869395,Iris-virginica
+96,4.890135954671546,3.115561805189184,1.523484947298804,0.1,Iris-setosa
+97,5.158748540668256,3.8059093272570097,1.6071116097837204,0.20401810289225097,Iris-setosa
+98,5.508643261744766,2.4075285787740897,3.839089786815207,1.097515742259443,Iris-versicolor
+99,5.92552200841053,3.0,4.225188570293148,1.537691695261693,Iris-versicolor
+100,5.133793506874227,3.3012895341391912,1.840750417406005,0.5035241922650721,Iris-setosa
+101,5.896047809523904,3.1765806820599867,4.7778364252228425,1.8051181940538055,Iris-versicolor
+102,6.1273116856997545,2.6280117219091217,5.039161029177652,1.537938620685768,Iris-versicolor
+103,6.686569241154589,3.300001919721312,5.652127314057644,2.1139753584292333,Iris-virginica
+104,6.725844787588715,2.8107899475122213,4.816374236721223,1.3983837816422338,Iris-versicolor
+105,6.181187102561975,2.2,4.5073397330291405,1.482857345964348,Iris-versicolor
+106,7.0999235294501934,3.0,5.8913147194657665,2.12094873288741,Iris-virginica
+107,5.583164493125322,2.7083266594083746,4.368323131396057,1.2692458398890998,Iris-versicolor
+108,6.003987797038131,2.6932587094789167,5.11298863661746,1.6055131683475654,Iris-versicolor
+109,4.828868650535081,3.0,1.3921459293287701,0.30885278343695255,Iris-setosa
+110,6.310520123439677,2.698869656840375,4.969897025339518,1.8084964907623158,Iris-virginica
+111,5.420009532374384,3.3964579061513276,1.787612833340121,0.20304068429334832,Iris-setosa
+112,7.688239328111804,2.6105533612949876,6.9,2.28603529485913,Iris-virginica
+113,5.553761807018511,2.446417975420497,3.83605666615986,1.111875192701902,Iris-versicolor
+114,6.804819501493589,2.80601135611658,4.799457496481306,1.3904591104131736,Iris-versicolor
+115,6.210923259566238,2.585098750405196,5.005119934616299,1.544927317741196,Iris-versicolor
+116,6.334526565774427,2.966387494413607,4.340728654076563,1.3440723757045143,Iris-versicolor
+117,5.117177046322132,3.8191030869134237,1.6550054435334585,0.2016165025050147,Iris-setosa
+118,5.721276581792268,2.513144906535081,5.009471404628524,1.997849336482474,Iris-virginica
+119,5.155349625181476,3.7812013898269643,1.5347681567036724,0.32255533868321645,Iris-setosa
diff --git a/iris/tab_ddpm/7_2/9/test.csv b/iris/tab_ddpm/7_2/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/9/train.csv b/iris/tab_ddpm/7_2/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d68189c8333828365e331209e3fe9a8486cbdb5d
--- /dev/null
+++ b/iris/tab_ddpm/7_2/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/7_2/9/val.csv b/iris/tab_ddpm/7_2/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55f934de567b3b1eb52adfeecf4db70b7846f380
--- /dev/null
+++ b/iris/tab_ddpm/7_2/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
diff --git a/iris/tab_ddpm/7_2/params.json b/iris/tab_ddpm/7_2/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..79233dce9fe016c65b3b0147e3d2ee185d8d6405
--- /dev/null
+++ b/iris/tab_ddpm/7_2/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bfe4b0c9e385b27ce5d0aa5716dcd79871d7b18774226c8b89fa25e446ff8d1
+size 331
diff --git a/iris/tab_ddpm/7_2/tab_ddpm_eval.ipynb b/iris/tab_ddpm/7_2/tab_ddpm_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..268a86fba6eb6a88641866f4626023a22092f9d4
--- /dev/null
+++ b/iris/tab_ddpm/7_2/tab_ddpm_eval.ipynb
@@ -0,0 +1,2181 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "62b28895",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:35.888440Z",
+     "iopub.status.busy": "2024-07-22T03:14:35.888086Z",
+     "iopub.status.idle": "2024-07-22T03:14:46.641055Z",
+     "shell.execute_reply": "2024-07-22T03:14:46.639928Z"
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 10.764844,
+     "end_time": "2024-07-22T03:14:46.643557",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:35.878713",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 42%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 57%\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": "14f59766",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:46.666167Z",
+     "iopub.status.busy": "2024-07-22T03:14:46.665820Z",
+     "iopub.status.idle": "2024-07-22T03:14:46.673685Z",
+     "shell.execute_reply": "2024-07-22T03:14:46.672868Z"
+    },
+    "papermill": {
+     "duration": 0.02156,
+     "end_time": "2024-07-22T03:14:46.675713",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:46.654153",
+     "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": "da35fdbf",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009946,
+     "end_time": "2024-07-22T03:14:46.695901",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:46.685955",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "89401a8d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:46.717269Z",
+     "iopub.status.busy": "2024-07-22T03:14:46.716602Z",
+     "iopub.status.idle": "2024-07-22T03:14:46.723854Z",
+     "shell.execute_reply": "2024-07-22T03:14:46.722995Z"
+    },
+    "papermill": {
+     "duration": 0.019976,
+     "end_time": "2024-07-22T03:14:46.725788",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:46.705812",
+     "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": "3333d247",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:46.746417Z",
+     "iopub.status.busy": "2024-07-22T03:14:46.746136Z",
+     "iopub.status.idle": "2024-07-22T03:14:46.751278Z",
+     "shell.execute_reply": "2024-07-22T03:14:46.750455Z"
+    },
+    "papermill": {
+     "duration": 0.017804,
+     "end_time": "2024-07-22T03:14:46.753261",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:46.735457",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 2\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/tab_ddpm/7_2\"\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 = 0.8\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "c0732d17",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:46.774961Z",
+     "iopub.status.busy": "2024-07-22T03:14:46.774661Z",
+     "iopub.status.idle": "2024-07-22T03:14:46.780593Z",
+     "shell.execute_reply": "2024-07-22T03:14:46.779568Z"
+    },
+    "papermill": {
+     "duration": 0.018976,
+     "end_time": "2024-07-22T03:14:46.782582",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:46.763606",
+     "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": "470296e9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:46.804434Z",
+     "iopub.status.busy": "2024-07-22T03:14:46.803662Z",
+     "iopub.status.idle": "2024-07-22T03:14:48.054511Z",
+     "shell.execute_reply": "2024-07-22T03:14:48.053357Z"
+    },
+    "papermill": {
+     "duration": 1.264634,
+     "end_time": "2024-07-22T03:14:48.057101",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:46.792467",
+     "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": "041a47a4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:48.080500Z",
+     "iopub.status.busy": "2024-07-22T03:14:48.079888Z",
+     "iopub.status.idle": "2024-07-22T03:14:49.069679Z",
+     "shell.execute_reply": "2024-07-22T03:14:49.068546Z"
+    },
+    "papermill": {
+     "duration": 1.003875,
+     "end_time": "2024-07-22T03:14:49.071881",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:48.068006",
+     "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": "0b2d8de4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:49.095784Z",
+     "iopub.status.busy": "2024-07-22T03:14:49.095171Z",
+     "iopub.status.idle": "2024-07-22T03:14:49.105632Z",
+     "shell.execute_reply": "2024-07-22T03:14:49.104778Z"
+    },
+    "papermill": {
+     "duration": 0.024878,
+     "end_time": "2024-07-22T03:14:49.107692",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:49.082814",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tab_ddpm/7_2\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "91c95320",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:49.133215Z",
+     "iopub.status.busy": "2024-07-22T03:14:49.132475Z",
+     "iopub.status.idle": "2024-07-22T03:14:49.492067Z",
+     "shell.execute_reply": "2024-07-22T03:14:49.491226Z"
+    },
+    "executionInfo": {
+     "elapsed": 14,
+     "status": "ok",
+     "timestamp": 1697361146939,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.37517,
+     "end_time": "2024-07-22T03:14:49.494536",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:49.119366",
+     "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": "0600c095",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:49.517666Z",
+     "iopub.status.busy": "2024-07-22T03:14:49.517402Z",
+     "iopub.status.idle": "2024-07-22T03:14:51.169235Z",
+     "shell.execute_reply": "2024-07-22T03:14:51.168386Z"
+    },
+    "executionInfo": {
+     "elapsed": 590,
+     "status": "ok",
+     "timestamp": 1697361147518,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.666014,
+     "end_time": "2024-07-22T03:14:51.171570",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:49.505556",
+     "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": "5f5272ee",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:51.198836Z",
+     "iopub.status.busy": "2024-07-22T03:14:51.197691Z",
+     "iopub.status.idle": "2024-07-22T03:14:51.207898Z",
+     "shell.execute_reply": "2024-07-22T03:14:51.207116Z"
+    },
+    "executionInfo": {
+     "elapsed": 12,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.02615,
+     "end_time": "2024-07-22T03:14:51.209938",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:51.183788",
+     "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": "cb8c3050",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:51.233967Z",
+     "iopub.status.busy": "2024-07-22T03:14:51.233238Z",
+     "iopub.status.idle": "2024-07-22T03:14:51.238279Z",
+     "shell.execute_reply": "2024-07-22T03:14:51.237393Z"
+    },
+    "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": 0.019292,
+     "end_time": "2024-07-22T03:14:51.240290",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:51.220998",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "55943a11",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:51.264405Z",
+     "iopub.status.busy": "2024-07-22T03:14:51.263646Z",
+     "iopub.status.idle": "2024-07-22T03:14:51.382073Z",
+     "shell.execute_reply": "2024-07-22T03:14:51.381274Z"
+    },
+    "papermill": {
+     "duration": 0.133085,
+     "end_time": "2024-07-22T03:14:51.384418",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:51.251333",
+     "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": "189066ad",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:51.410262Z",
+     "iopub.status.busy": "2024-07-22T03:14:51.409920Z",
+     "iopub.status.idle": "2024-07-22T03:14:55.770750Z",
+     "shell.execute_reply": "2024-07-22T03:14:55.769936Z"
+    },
+    "papermill": {
+     "duration": 4.376437,
+     "end_time": "2024-07-22T03:14:55.773029",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:51.396592",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-22 03:14:53.158100: 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 03:14:53.158163: 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 03:14:53.159700: 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": "02354304",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:55.797533Z",
+     "iopub.status.busy": "2024-07-22T03:14:55.796972Z",
+     "iopub.status.idle": "2024-07-22T03:14:55.802886Z",
+     "shell.execute_reply": "2024-07-22T03:14:55.802110Z"
+    },
+    "papermill": {
+     "duration": 0.020143,
+     "end_time": "2024-07-22T03:14:55.804715",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:55.784572",
+     "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": "5b7fd1b0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:55.831497Z",
+     "iopub.status.busy": "2024-07-22T03:14:55.831214Z",
+     "iopub.status.idle": "2024-07-22T03:14:58.587701Z",
+     "shell.execute_reply": "2024-07-22T03:14:58.586841Z"
+    },
+    "papermill": {
+     "duration": 2.772903,
+     "end_time": "2024-07-22T03:14:58.590103",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:55.817200",
+     "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": "4e42ddc2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:58.616971Z",
+     "iopub.status.busy": "2024-07-22T03:14:58.616257Z",
+     "iopub.status.idle": "2024-07-22T03:14:58.623127Z",
+     "shell.execute_reply": "2024-07-22T03:14:58.622287Z"
+    },
+    "papermill": {
+     "duration": 0.022544,
+     "end_time": "2024-07-22T03:14:58.625093",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:58.602549",
+     "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": "f8be0671",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:58.649968Z",
+     "iopub.status.busy": "2024-07-22T03:14:58.649700Z",
+     "iopub.status.idle": "2024-07-22T03:14:59.139411Z",
+     "shell.execute_reply": "2024-07-22T03:14:59.138627Z"
+    },
+    "papermill": {
+     "duration": 0.505171,
+     "end_time": "2024-07-22T03:14:59.141864",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:58.636693",
+     "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": "6fdb64b8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:59.169710Z",
+     "iopub.status.busy": "2024-07-22T03:14:59.169397Z",
+     "iopub.status.idle": "2024-07-22T03:14:59.175247Z",
+     "shell.execute_reply": "2024-07-22T03:14:59.174367Z"
+    },
+    "papermill": {
+     "duration": 0.022316,
+     "end_time": "2024-07-22T03:14:59.177394",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:59.155078",
+     "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": "b8e8bd79",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:59.202329Z",
+     "iopub.status.busy": "2024-07-22T03:14:59.202042Z",
+     "iopub.status.idle": "2024-07-22T03:14:59.249449Z",
+     "shell.execute_reply": "2024-07-22T03:14:59.248690Z"
+    },
+    "papermill": {
+     "duration": 0.0624,
+     "end_time": "2024-07-22T03:14:59.251568",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:59.189168",
+     "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": "5610cb04",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:59.279179Z",
+     "iopub.status.busy": "2024-07-22T03:14:59.278840Z",
+     "iopub.status.idle": "2024-07-22T03:14:59.284958Z",
+     "shell.execute_reply": "2024-07-22T03:14:59.284119Z"
+    },
+    "papermill": {
+     "duration": 0.021983,
+     "end_time": "2024-07-22T03:14:59.286935",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:59.264952",
+     "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": "51b40eb9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:59.312148Z",
+     "iopub.status.busy": "2024-07-22T03:14:59.311855Z",
+     "iopub.status.idle": "2024-07-22T03:14:59.315625Z",
+     "shell.execute_reply": "2024-07-22T03:14:59.314786Z"
+    },
+    "papermill": {
+     "duration": 0.018658,
+     "end_time": "2024-07-22T03:14:59.317584",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:59.298926",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "ac7493e8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:59.342573Z",
+     "iopub.status.busy": "2024-07-22T03:14:59.342312Z",
+     "iopub.status.idle": "2024-07-22T03:14:59.347979Z",
+     "shell.execute_reply": "2024-07-22T03:14:59.347158Z"
+    },
+    "papermill": {
+     "duration": 0.02049,
+     "end_time": "2024-07-22T03:14:59.349921",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:59.329431",
+     "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": "a77e2df8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:59.374831Z",
+     "iopub.status.busy": "2024-07-22T03:14:59.374531Z",
+     "iopub.status.idle": "2024-07-22T03:14:59.380755Z",
+     "shell.execute_reply": "2024-07-22T03:14:59.380022Z"
+    },
+    "papermill": {
+     "duration": 0.020775,
+     "end_time": "2024-07-22T03:14:59.382628",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:59.361853",
+     "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": "869311ef",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:59.409496Z",
+     "iopub.status.busy": "2024-07-22T03:14:59.409205Z",
+     "iopub.status.idle": "2024-07-22T03:14:59.417931Z",
+     "shell.execute_reply": "2024-07-22T03:14:59.417042Z"
+    },
+    "executionInfo": {
+     "elapsed": 6,
+     "status": "ok",
+     "timestamp": 1697361147931,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024466,
+     "end_time": "2024-07-22T03:14:59.419867",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:59.395401",
+     "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": "fd86743b",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:14:59.445287Z",
+     "iopub.status.busy": "2024-07-22T03:14:59.444990Z",
+     "iopub.status.idle": "2024-07-22T03:20:09.028500Z",
+     "shell.execute_reply": "2024-07-22T03:20:09.027667Z"
+    },
+    "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": 309.59904,
+     "end_time": "2024-07-22T03:20:09.030974",
+     "exception": false,
+     "start_time": "2024-07-22T03:14:59.431934",
+     "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 1000/67864 MLoss: 0.0 GLoss: 0.3569 Sum: 0.3569\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 2000/67864 MLoss: 0.0 GLoss: 0.3057 Sum: 0.3057\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 3000/67864 MLoss: 0.0 GLoss: 0.2927 Sum: 0.2927\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 4000/67864 MLoss: 0.0 GLoss: 0.2809 Sum: 0.2809\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 5000/67864 MLoss: 0.0 GLoss: 0.2717 Sum: 0.2717\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 6000/67864 MLoss: 0.0 GLoss: 0.2646 Sum: 0.2646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 7000/67864 MLoss: 0.0 GLoss: 0.2587 Sum: 0.2587\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 8000/67864 MLoss: 0.0 GLoss: 0.2553 Sum: 0.2553\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 9000/67864 MLoss: 0.0 GLoss: 0.2503 Sum: 0.2503\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 10000/67864 MLoss: 0.0 GLoss: 0.2474 Sum: 0.2474\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 11000/67864 MLoss: 0.0 GLoss: 0.2448 Sum: 0.2448\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 12000/67864 MLoss: 0.0 GLoss: 0.2397 Sum: 0.2397\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 13000/67864 MLoss: 0.0 GLoss: 0.2392 Sum: 0.2392\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 14000/67864 MLoss: 0.0 GLoss: 0.2361 Sum: 0.2361\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 15000/67864 MLoss: 0.0 GLoss: 0.233 Sum: 0.233\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 16000/67864 MLoss: 0.0 GLoss: 0.2335 Sum: 0.2335\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 17000/67864 MLoss: 0.0 GLoss: 0.2301 Sum: 0.2301\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 18000/67864 MLoss: 0.0 GLoss: 0.2278 Sum: 0.2278\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 19000/67864 MLoss: 0.0 GLoss: 0.2286 Sum: 0.2286\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 20000/67864 MLoss: 0.0 GLoss: 0.2235 Sum: 0.2235\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 21000/67864 MLoss: 0.0 GLoss: 0.2239 Sum: 0.2239\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 22000/67864 MLoss: 0.0 GLoss: 0.2242 Sum: 0.2242\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 23000/67864 MLoss: 0.0 GLoss: 0.2251 Sum: 0.2251\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 24000/67864 MLoss: 0.0 GLoss: 0.2197 Sum: 0.2197\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 25000/67864 MLoss: 0.0 GLoss: 0.2188 Sum: 0.2188\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 26000/67864 MLoss: 0.0 GLoss: 0.2174 Sum: 0.2174\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 27000/67864 MLoss: 0.0 GLoss: 0.2166 Sum: 0.2166\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 28000/67864 MLoss: 0.0 GLoss: 0.2167 Sum: 0.2167\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 29000/67864 MLoss: 0.0 GLoss: 0.2171 Sum: 0.2171\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 30000/67864 MLoss: 0.0 GLoss: 0.2143 Sum: 0.2143\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 31000/67864 MLoss: 0.0 GLoss: 0.211 Sum: 0.211\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 32000/67864 MLoss: 0.0 GLoss: 0.2143 Sum: 0.2143\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 33000/67864 MLoss: 0.0 GLoss: 0.2113 Sum: 0.2113\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 34000/67864 MLoss: 0.0 GLoss: 0.2115 Sum: 0.2115\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 35000/67864 MLoss: 0.0 GLoss: 0.2098 Sum: 0.2098\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 36000/67864 MLoss: 0.0 GLoss: 0.2102 Sum: 0.2102\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 37000/67864 MLoss: 0.0 GLoss: 0.21 Sum: 0.21\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 38000/67864 MLoss: 0.0 GLoss: 0.2065 Sum: 0.2065\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 39000/67864 MLoss: 0.0 GLoss: 0.2102 Sum: 0.2102\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 40000/67864 MLoss: 0.0 GLoss: 0.2082 Sum: 0.2082\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 41000/67864 MLoss: 0.0 GLoss: 0.207 Sum: 0.207\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 42000/67864 MLoss: 0.0 GLoss: 0.2075 Sum: 0.2075\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 43000/67864 MLoss: 0.0 GLoss: 0.2057 Sum: 0.2057\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 44000/67864 MLoss: 0.0 GLoss: 0.2072 Sum: 0.2072\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 45000/67864 MLoss: 0.0 GLoss: 0.2035 Sum: 0.2035\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 46000/67864 MLoss: 0.0 GLoss: 0.205 Sum: 0.205\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 47000/67864 MLoss: 0.0 GLoss: 0.202 Sum: 0.202\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 48000/67864 MLoss: 0.0 GLoss: 0.2022 Sum: 0.2022\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 49000/67864 MLoss: 0.0 GLoss: 0.2042 Sum: 0.2042\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 50000/67864 MLoss: 0.0 GLoss: 0.2006 Sum: 0.2006\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 51000/67864 MLoss: 0.0 GLoss: 0.2005 Sum: 0.2005\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 52000/67864 MLoss: 0.0 GLoss: 0.1994 Sum: 0.1994\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 53000/67864 MLoss: 0.0 GLoss: 0.1996 Sum: 0.1996\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 54000/67864 MLoss: 0.0 GLoss: 0.1985 Sum: 0.1985\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 55000/67864 MLoss: 0.0 GLoss: 0.1986 Sum: 0.1986\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 56000/67864 MLoss: 0.0 GLoss: 0.1983 Sum: 0.1983\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 57000/67864 MLoss: 0.0 GLoss: 0.1963 Sum: 0.1963\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 58000/67864 MLoss: 0.0 GLoss: 0.1979 Sum: 0.1979\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 59000/67864 MLoss: 0.0 GLoss: 0.1949 Sum: 0.1949\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 60000/67864 MLoss: 0.0 GLoss: 0.1949 Sum: 0.1949\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 61000/67864 MLoss: 0.0 GLoss: 0.1942 Sum: 0.1942\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 62000/67864 MLoss: 0.0 GLoss: 0.196 Sum: 0.196\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 63000/67864 MLoss: 0.0 GLoss: 0.1926 Sum: 0.1926\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 64000/67864 MLoss: 0.0 GLoss: 0.1964 Sum: 0.1964\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 65000/67864 MLoss: 0.0 GLoss: 0.1923 Sum: 0.1923\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 66000/67864 MLoss: 0.0 GLoss: 0.195 Sum: 0.195\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 67000/67864 MLoss: 0.0 GLoss: 0.1937 Sum: 0.1937\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": "f5f3cfa1",
+   "metadata": {
+    "papermill": {
+     "duration": 0.018293,
+     "end_time": "2024-07-22T03:20:09.067848",
+     "exception": false,
+     "start_time": "2024-07-22T03:20:09.049555",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "9717a59a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:20:09.103810Z",
+     "iopub.status.busy": "2024-07-22T03:20:09.103443Z",
+     "iopub.status.idle": "2024-07-22T03:20:09.111609Z",
+     "shell.execute_reply": "2024-07-22T03:20:09.110741Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491665,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.029509,
+     "end_time": "2024-07-22T03:20:09.114409",
+     "exception": false,
+     "start_time": "2024-07-22T03:20:09.084900",
+     "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": "967a557a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:20:09.151451Z",
+     "iopub.status.busy": "2024-07-22T03:20:09.150671Z",
+     "iopub.status.idle": "2024-07-22T03:20:25.491905Z",
+     "shell.execute_reply": "2024-07-22T03:20:25.491083Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491666,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 16.362116,
+     "end_time": "2024-07-22T03:20:25.494304",
+     "exception": false,
+     "start_time": "2024-07-22T03:20:09.132188",
+     "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": "858452e4",
+   "metadata": {
+    "papermill": {
+     "duration": 0.018339,
+     "end_time": "2024-07-22T03:20:25.531517",
+     "exception": false,
+     "start_time": "2024-07-22T03:20:25.513178",
+     "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": 352.889269,
+   "end_time": "2024-07-22T03:20:27.374580",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tab_ddpm/7_2/tab_ddpm_eval.ipynb",
+   "output_path": "eval/iris/tab_ddpm/7_2/tab_ddpm_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 2,
+    "epoch_scale": 0.8,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tab_ddpm/7_2",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": false,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-22T03:14:34.485311",
+   "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