diff --git a/iris/tab_ddpm/7_0/0/synth.csv b/iris/tab_ddpm/7_0/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35f1cf54b3eac501aca29f69feea27d15ec567f6
--- /dev/null
+++ b/iris/tab_ddpm/7_0/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.699709393449367,2.625944168778836,6.899998644887753,2.276587819627122,Iris-virginica
+1,6.223038848389453,2.717877153624439,4.904198806831024,1.743376358966961,Iris-virginica
+2,6.494900596695909,2.797773037109297,4.558106261570129,1.4798863369434465,Iris-versicolor
+3,5.8197810829086345,2.703345758731895,5.102814395210096,1.89957544208443,Iris-virginica
+4,5.461436803755234,3.0,4.521135424490936,1.4968158316623152,Iris-versicolor
+5,6.004045497339205,2.2159678717637266,4.979099475412551,1.4988109974486723,Iris-virginica
+6,4.586244053779475,3.615571654883043,1.0,0.20019032564621045,Iris-setosa
+7,5.997973145789361,2.213112521969469,4.007814695108822,1.0133066625956564,Iris-versicolor
+8,6.60822511335647,2.8119825927352986,4.659789926239629,1.494481726759327,Iris-versicolor
+9,5.076924866031182,3.416529789769938,1.4003479473347502,0.197617169690994,Iris-setosa
+10,5.35958377657524,3.0,4.487682534536575,1.513344163503147,Iris-versicolor
+11,4.300000558628785,3.0,1.1011130698742841,0.1,Iris-setosa
+12,5.570233892324857,2.487367648176788,4.033742285085202,1.2870745584980652,Iris-versicolor
+13,5.231829503590909,2.6130664752023316,3.8339445891812236,1.344582395673306,Iris-versicolor
+14,5.545830458222507,2.393840753772215,3.7120527937611705,1.0048312326029754,Iris-versicolor
+15,6.589097556690566,3.0,4.437229793091241,1.4092845037411201,Iris-versicolor
+16,5.495047389168058,2.5122904782418325,4.025723201616595,1.312766891134158,Iris-versicolor
+17,5.515786765153208,4.199999284459884,1.420171540403719,0.20072595233100715,Iris-setosa
+18,5.5854960750927845,2.473441023649283,3.8988295306692935,1.12080483172068,Iris-versicolor
+19,7.673498639485664,2.8200952003912083,6.669996907624102,1.9960841273006402,Iris-virginica
+20,4.599892464378765,3.176411675155506,1.3867903355848767,0.2013069428899119,Iris-setosa
+21,5.813991418948008,2.698537942999063,5.101313230995196,1.8918620660520562,Iris-virginica
+22,4.533838373414568,3.2152367789659486,1.358507840251494,0.19705289133009551,Iris-setosa
+23,4.98741093557691,2.0000009599803112,3.58970324726463,1.028271812439257,Iris-versicolor
+24,5.036298970677275,3.0,1.7506417972841075,0.19793247539587946,Iris-setosa
+25,5.999544328469678,3.3984390963548363,4.515944718608068,1.598864176282711,Iris-versicolor
+26,4.971209668462021,2.0,3.2324907672699954,0.8226771759721562,Iris-versicolor
+27,6.457564875344829,3.1825872288606476,5.261052648992148,2.237439408654596,Iris-virginica
+28,6.2471422443354685,3.398613322194697,5.528362365232066,2.4013271055285483,Iris-virginica
+29,5.114339189973099,3.294746620228739,1.6929010666190785,0.4885111164478958,Iris-setosa
+30,6.701122811374932,2.517270844702993,5.806987572457576,1.822738813321945,Iris-virginica
+31,6.110421852891981,2.7933992389131195,4.695105785170957,1.2126893749234469,Iris-versicolor
+32,4.787399895051641,3.0,1.3882694120190973,0.3650494726805704,Iris-setosa
+33,5.104237511426855,3.3050196156587366,1.7371961801203737,0.37332931184100376,Iris-setosa
+34,5.034129272180106,2.0,3.6274812961596763,0.8642489399020535,Iris-versicolor
+35,7.222009885863548,3.1979077319636002,5.985058699705893,1.802761993527756,Iris-virginica
+36,6.816483163216455,2.8020720031357915,4.806489995403409,1.3988125999395922,Iris-versicolor
+37,5.042750606694761,2.0,3.6727370027857416,1.0266757635423909,Iris-versicolor
+38,6.505943834193522,3.2022493971905375,5.077182041066962,2.006497116865448,Iris-virginica
+39,5.887317253984515,3.223692391847263,4.7573016520299145,1.7823378293635923,Iris-versicolor
+40,4.808560683266472,3.406665818211349,1.6414692989333364,0.20226263618030504,Iris-setosa
+41,5.064691437553781,3.328276972020457,1.5970348875216298,0.45237965070683783,Iris-setosa
+42,6.891959337789103,3.083353466237501,5.130870399495993,2.289855187078569,Iris-virginica
+43,6.0113127639086334,3.405667576525905,4.460797972685558,1.5921208807409344,Iris-versicolor
+44,6.360647054697447,3.2695910374812622,4.720415188234729,1.592947847526844,Iris-versicolor
+45,6.000923244359545,2.8406458311809604,4.63824420670725,1.3406690543589146,Iris-versicolor
+46,6.2116149890894015,2.7661850149750293,4.842057417869118,1.789971378864695,Iris-virginica
+47,4.76648017633274,3.0,1.3886006235064015,0.29713565709078255,Iris-setosa
+48,6.249897143771266,2.7475850875977184,4.8430853543820325,1.8044499263591378,Iris-virginica
+49,6.204650814912517,3.4008448884000915,5.385634610998967,2.283183449942987,Iris-virginica
+50,7.6965564582070405,2.7837797723757034,6.719030381708032,1.9762644028628493,Iris-virginica
+51,4.99220685059096,3.3906369973446684,1.6425583713217708,0.40152459619328906,Iris-setosa
+52,5.004853294888456,3.392908640924743,1.597390635318194,0.3466295899999312,Iris-setosa
+53,6.292105062384214,3.3958120416968396,5.5647645902690055,2.390530515645556,Iris-virginica
+54,7.5982698296427955,3.0,6.586161274647727,2.0937106091473305,Iris-virginica
+55,5.472092256483594,3.0,4.52693496618872,1.4786051928339807,Iris-versicolor
+56,4.965645147060188,2.0,3.494411649214544,0.9498521155011447,Iris-versicolor
+57,6.342241423198979,3.3037100999088493,5.99873412715812,2.4999997897417026,Iris-virginica
+58,5.030945629800128,3.5730924882621555,1.401464094641435,0.2014261033279325,Iris-setosa
+59,5.656701305004597,2.9795935857537743,4.513841379624809,1.4475206227987996,Iris-versicolor
+60,5.23922378283671,2.5994384465770994,3.796856325998125,1.3621185957911213,Iris-versicolor
+61,4.807219398849695,3.4011696810879495,1.7701082162732518,0.20070931416932425,Iris-setosa
+62,5.108573170123299,3.317658067314676,1.6580638456941759,0.44167544934294106,Iris-setosa
+63,6.303107704132485,3.400533831742704,5.565335315855368,2.3981025643153884,Iris-virginica
+64,5.982260016862789,2.8755707470240104,4.473095826594934,1.4807540349509312,Iris-versicolor
+65,4.59015432633215,3.1254300142628995,1.4633030917050125,0.19914778350770349,Iris-setosa
+66,5.507595309659162,2.402344100419795,3.7205198726893887,1.0079866128441322,Iris-versicolor
+67,6.23105516631609,3.3998953743465288,5.430933475670636,2.3298634534677896,Iris-virginica
+68,4.997152479003659,3.0,1.59873212093839,0.201152426016135,Iris-setosa
+69,6.2939993455901995,2.4829894226820146,4.9998471773438515,1.897533038813776,Iris-virginica
+70,6.301410732965923,3.3963740416465398,5.629012843820382,2.39749289961556,Iris-virginica
+71,6.808260015575289,3.2064694942315084,5.808394996416457,2.279116494926068,Iris-virginica
+72,5.87650080303497,3.208433102114321,4.810838436809391,1.8275718005541672,Iris-versicolor
+73,6.114878337693594,2.5894428401509266,5.5681884331559655,1.392268942495118,Iris-virginica
+74,4.591881416240441,3.579767178662897,1.0000004522841017,0.19771759336591194,Iris-setosa
+75,5.053700791171183,3.3347271920557082,1.5992520984741425,0.46894723418967,Iris-setosa
+76,4.30000045488209,3.0,1.0933640372404134,0.1,Iris-setosa
+77,4.3892487323845675,2.884206355417805,1.388001208854512,0.1979514613885241,Iris-setosa
+78,5.95070987943218,2.1902711525778753,3.9963767510634653,0.9261806103599705,Iris-versicolor
+79,4.300000497778197,3.0,1.1004422556592133,0.10000010835960652,Iris-setosa
+80,4.397178466978317,2.878041316191227,1.4107159078697247,0.20081063898503837,Iris-setosa
+81,5.979788469600759,3.4065518576747813,4.503390072781492,1.608658407541436,Iris-versicolor
+82,4.993959955355251,2.0,3.5977924104325614,1.0142343344059708,Iris-versicolor
+83,5.143672225507983,3.436628088191466,1.4103345242118612,0.20707148345991136,Iris-setosa
+84,5.941645030907957,3.1916584556539527,4.788024142365589,1.7760570375777034,Iris-versicolor
+85,5.573180561734959,3.0,4.505350094282132,1.493481733731034,Iris-versicolor
+86,5.095097877394662,2.4814888157848403,2.987632598123077,1.097732144460966,Iris-versicolor
+87,6.669923259496355,2.879434194028601,4.799784968607839,1.5385193895946752,Iris-versicolor
+88,6.7028310109805505,3.098690146605135,4.724964209925846,1.504789246841468,Iris-versicolor
+89,5.042410121845796,3.14754293904071,1.7501728875864455,0.21123016935783145,Iris-setosa
+90,6.234670128711841,3.316076673925726,4.658982287740171,1.591048793872601,Iris-versicolor
+91,6.198062206302898,3.393974047916486,5.440906689339709,2.305793662850057,Iris-virginica
+92,7.686778402482605,3.0,6.108216151895831,2.2952410136013492,Iris-virginica
+93,4.981797915192072,3.0,1.598168729016796,0.20495964912774373,Iris-setosa
+94,6.793710428660363,3.2042087878759946,5.918688036924925,2.286437842593811,Iris-virginica
+95,4.623781462917416,3.2002213251224587,1.4157039952351207,0.20032629140792405,Iris-setosa
+96,4.826850188744701,3.0,1.4327442501279142,0.10000009514203159,Iris-setosa
+97,4.300000495856073,3.0,1.1012793513394845,0.10000009405188742,Iris-setosa
+98,6.917268437685222,3.103917762649796,5.17162022125604,2.301399325693851,Iris-virginica
+99,6.040116663242885,2.8929087181500477,4.584991457075625,1.4548058055339816,Iris-versicolor
+100,5.563973900794963,3.6769139544072384,1.5535074253000418,0.3703520289541217,Iris-setosa
+101,5.806335410592277,2.6919505891445223,5.108386672293475,1.881773889694639,Iris-virginica
+102,6.295961265161617,3.3021589284084785,6.003505153813404,2.5,Iris-virginica
+103,5.087941775180228,2.5094950100221918,3.016654572245135,1.1274901886228077,Iris-versicolor
+104,6.591352568012458,3.0,4.401843562936414,1.4086632340000544,Iris-versicolor
+105,6.70940461953542,2.4686421951037496,5.802592638380123,1.8039244311833271,Iris-virginica
+106,5.899910292005334,3.203344089647859,4.781241328195707,1.7619586716044895,Iris-versicolor
+107,7.701019961354206,3.0,6.089371066745794,2.2868186209883135,Iris-virginica
+108,7.562730713219189,3.0,6.60842503530031,2.089287776902502,Iris-virginica
+109,4.6294704138843334,3.0980067313233968,1.5195184753066329,0.2005067319241463,Iris-setosa
+110,7.674565103437455,2.5914985823668935,6.8999989756978675,2.2787451861223,Iris-virginica
+111,6.111976416264457,2.808639226682611,4.72899529816658,1.207675808440274,Iris-versicolor
+112,6.441187446285389,3.2340785942148553,4.740482303016268,1.5792444753256016,Iris-versicolor
+113,4.914170855270745,3.1163561922038023,1.5169966475424748,0.1,Iris-setosa
+114,6.691909391697794,3.0866562216915674,4.710932606915272,1.4968629235856294,Iris-versicolor
+115,4.80614541897351,3.3954813762501823,1.8589180469076962,0.19864432285170575,Iris-setosa
+116,4.994394019081601,2.0000004993090563,3.580387320473677,1.0085657670244075,Iris-versicolor
+117,6.698483798448883,2.9448427169454825,4.8480166235101825,1.5891997858677858,Iris-versicolor
+118,6.469274804509724,3.0,5.81780289512852,2.1644356365121418,Iris-virginica
+119,5.023043029074037,3.6170036579359,1.368897212196555,0.20433760629643805,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/0/test.csv b/iris/tab_ddpm/7_0/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/0/train.csv b/iris/tab_ddpm/7_0/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/0/val.csv b/iris/tab_ddpm/7_0/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/1/synth.csv b/iris/tab_ddpm/7_0/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..327198771b5c7f27ef4083d4083e20c048fd97b4
--- /dev/null
+++ b/iris/tab_ddpm/7_0/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.084573724887242,3.4479074472079665,1.4085932832680714,0.20172335450268855,Iris-setosa
+1,4.3000008920387565,3.0,1.1076728176036565,0.10000013660371398,Iris-setosa
+2,5.627321379623308,3.748717494587728,1.6715906364826068,0.3921291054535899,Iris-setosa
+3,5.504655056187547,4.199999036787799,1.3986036823487744,0.19874860220998183,Iris-setosa
+4,5.699325464448522,2.8590926666113075,4.160853030502911,1.2601561379972106,Iris-versicolor
+5,4.79980750767997,3.0,1.3812901501097115,0.3064991137925118,Iris-setosa
+6,5.750322804909048,2.802902429840658,4.492065732687167,1.339958618001008,Iris-versicolor
+7,5.814087079319756,2.702415888457382,5.118961142752497,1.9026612622048156,Iris-virginica
+8,6.030977280258464,3.3962958635058187,4.501292565496716,1.5978696219872321,Iris-versicolor
+9,5.065669992819651,2.504855187115289,2.9116591919028902,1.0645343553809854,Iris-versicolor
+10,6.65100403022409,3.0669523413633413,4.682704990732729,1.4655833369638231,Iris-versicolor
+11,5.5903293355203285,2.911369507283166,3.538989922311208,1.2767751068935482,Iris-versicolor
+12,7.226343892421243,3.1822054102866257,6.0111234526550215,1.8044931310013248,Iris-virginica
+13,6.683418379479245,3.0,5.000148399643645,1.7133067893385048,Iris-versicolor
+14,4.400520372848099,2.9051147871486176,1.3884904532672753,0.20002003236743715,Iris-setosa
+15,5.122587206309662,3.290083787107752,1.7251692586178384,0.369664254990486,Iris-setosa
+16,5.014494837368204,2.0000004648893284,3.3045153465908754,1.016311526696348,Iris-versicolor
+17,5.0526018402760675,3.0,1.7471379961288551,0.20168358721410426,Iris-setosa
+18,6.070861167178732,2.9047870578120656,4.655446594227271,1.4395973980270964,Iris-versicolor
+19,6.451260178735413,3.2203104178417794,5.1925570480853205,2.0732261436772257,Iris-virginica
+20,7.651287941216578,3.0,6.3389056862482365,2.210358844090978,Iris-virginica
+21,6.329613441357238,3.291255382894296,5.991662708157781,2.5,Iris-virginica
+22,7.706418081198443,2.5923142827199026,6.8999987418978765,2.3104871975217693,Iris-virginica
+23,7.22531233295482,3.187640683162075,6.024745041682798,1.8063799327607215,Iris-virginica
+24,6.546307004995492,3.0,5.800796563005181,2.216792834377826,Iris-virginica
+25,4.6048641390268745,3.111080516443104,1.5122611478171886,0.1998448986755025,Iris-setosa
+26,5.104409349593813,3.5076309758871576,1.4038041439622848,0.2048283021284143,Iris-setosa
+27,6.914164521512024,3.188945549247873,5.826858733060565,2.3019886152238933,Iris-virginica
+28,7.899998865246928,3.8195934879335454,6.437299182570679,1.9920356469603528,Iris-virginica
+29,5.894058518537365,3.2018852018218404,4.8218358068608165,1.8371452553858132,Iris-versicolor
+30,5.006078367015678,2.000000585600022,3.4740543168838736,0.9314683927310997,Iris-versicolor
+31,5.804832164031615,2.8088128544960136,4.469566366340746,1.2650284855182279,Iris-versicolor
+32,6.714129516048471,2.502810602807498,5.7927329612352505,1.7987097844210689,Iris-virginica
+33,7.236609809929473,3.1923198020502372,6.085685664667658,1.7906314741598006,Iris-virginica
+34,6.222775698145016,3.4019129589468426,5.442402106998489,2.310563102424017,Iris-virginica
+35,5.405333273587573,3.8910860603814417,1.304814697658315,0.3745547511603955,Iris-setosa
+36,6.27175914291286,2.660881806885625,4.869092558967469,1.8015804394432196,Iris-virginica
+37,6.68922437448023,3.0,4.971605014960991,1.7102293843834726,Iris-versicolor
+38,6.073250949354881,3.3686732493859446,4.58046452002642,1.6068938720813586,Iris-versicolor
+39,4.578898327371008,3.616880486682742,1.0,0.19778310065729582,Iris-setosa
+40,5.186373878062818,3.4064807346655535,1.3770518840514674,0.19618206805027155,Iris-setosa
+41,4.779941272626556,3.0,1.402881449202086,0.10000011954094354,Iris-setosa
+42,6.051547626028649,2.908316222217325,4.629062424184561,1.433708945537312,Iris-versicolor
+43,6.746166741750222,2.786178196314977,4.769675966852961,1.4149577988252073,Iris-versicolor
+44,5.690837251920362,2.906412183064949,4.015977096972174,1.234714497405552,Iris-versicolor
+45,5.691081645972124,3.789704575466694,1.829088784212766,0.30455843979449465,Iris-setosa
+46,6.259954144420851,3.3977674251633125,5.463631907734601,2.3342218433939097,Iris-virginica
+47,6.2125419843795315,2.182012046991154,4.4764660304377255,1.4995012455109855,Iris-versicolor
+48,4.994474728825735,2.000000688943465,3.542663384234886,0.98746829841947,Iris-versicolor
+49,4.8022617598036765,3.397397568202093,1.5922676315872097,0.20022831183105572,Iris-setosa
+50,5.886531008689532,3.187932904815765,4.802684451785607,1.80270771139247,Iris-versicolor
+51,4.995068110779849,3.0,1.5953405241829015,0.19796706523646274,Iris-setosa
+52,5.712077344211553,2.8551106141494644,4.236564686759628,1.3047526713370854,Iris-versicolor
+53,6.109592027308413,2.600045798811635,5.594310162573199,1.4242265516057073,Iris-virginica
+54,5.770213130918885,2.7852908344010143,5.096037538450089,2.408547527534312,Iris-virginica
+55,4.80291339050333,3.398374277212682,1.621808899486012,0.19989651229686237,Iris-setosa
+56,6.795664018203456,3.204235490271058,5.830101416514416,2.297962126196679,Iris-virginica
+57,5.678990416564996,3.0,4.166474900788381,1.2285544713238183,Iris-versicolor
+58,5.8048575632905,2.7059460875053247,5.090572896426257,1.9314786442462994,Iris-virginica
+59,4.998863922337813,3.0,1.599675826683209,0.20173943389499796,Iris-setosa
+60,6.020085989239525,2.918757663143431,4.59734557982385,1.4469212322639249,Iris-versicolor
+61,6.8177232295659245,3.0884571494704707,5.088215320009403,2.2995194581306815,Iris-virginica
+62,4.807811288935458,3.399964361512604,1.8080531808675615,0.1999084046646657,Iris-setosa
+63,4.603116704445222,3.0968962641660687,1.5236667072853312,0.20247013696829758,Iris-setosa
+64,4.4016925677576335,2.9085599791799,1.405716051180372,0.19576794021094768,Iris-setosa
+65,5.4960479944081255,3.0,4.518816434174337,1.4978367587633428,Iris-versicolor
+66,5.324825467263397,2.4585847438829753,3.5928101286335035,1.0688876213030418,Iris-versicolor
+67,4.987610129533098,2.0,3.567638272158593,1.0146922491329602,Iris-versicolor
+68,5.379452507667621,2.4555172099517346,3.588266347028637,1.0385555596827172,Iris-versicolor
+69,4.591354408863078,3.126655792571567,1.4612104350470265,0.20006740342035012,Iris-setosa
+70,5.004681748204315,3.0,1.736907230803804,0.2006689386425097,Iris-setosa
+71,4.996847004666728,2.0000005524673004,3.581167590491701,1.0263255874079464,Iris-versicolor
+72,4.84306996630826,3.0,1.4213711725250717,0.2777323062699274,Iris-setosa
+73,5.488970209891306,3.0,4.512081942199454,1.5022619289660333,Iris-versicolor
+74,5.53034459541117,2.4055701865823993,3.75297737809313,0.9897218552644867,Iris-versicolor
+75,5.6031465195801,2.903581307796724,3.657209659304026,1.305063932182974,Iris-versicolor
+76,5.218539970408805,2.7100595037997195,3.913284347538775,1.4137975060227035,Iris-versicolor
+77,4.499008080480746,3.1229337931077823,1.4485684930861604,0.19870344623210393,Iris-setosa
+78,5.098247226341423,2.494596811007688,2.9436336658632425,1.0907941982591218,Iris-versicolor
+79,6.498878724880466,3.1978060678213955,5.134505115894069,2.023016471799573,Iris-virginica
+80,4.300000601573317,3.0,1.1120948441698042,0.10000017978110488,Iris-setosa
+81,4.579608771024859,3.572638162611986,1.0,0.20025165767044445,Iris-setosa
+82,6.094447430364116,2.600966578383455,5.569546777824115,1.4031038760707157,Iris-virginica
+83,5.989938134168995,3.3946372389757724,4.481113750834194,1.577287080459798,Iris-versicolor
+84,6.868186481811952,3.0904365197042023,5.113025001304292,2.303847564261413,Iris-virginica
+85,7.67884156613287,2.6244295212740005,6.899998244159999,2.26671507398468,Iris-virginica
+86,7.899998965182918,3.8163841611626648,6.355196638110133,1.9954691763263885,Iris-virginica
+87,7.6965469259200265,2.794553302836385,6.71137551133534,1.9971666919160187,Iris-virginica
+88,6.204822046002269,2.7955841724770285,4.823966243863829,1.7954738088721545,Iris-virginica
+89,4.3993619257679075,2.9266708565929003,1.3886371622528564,0.1998606882592614,Iris-setosa
+90,6.003325223535221,2.193181172134556,5.0052718341509985,1.5076136324576406,Iris-virginica
+91,5.010061687511557,2.0000005631260733,3.5681536296025254,1.0110998818157435,Iris-versicolor
+92,6.51242026496073,2.8024401291541374,4.61466046821405,1.5011738795201253,Iris-versicolor
+93,6.088475110461582,2.8548289885861355,4.671944727145546,1.3372363684369062,Iris-versicolor
+94,6.654381346027717,2.5029201009601003,5.7318255226323895,1.8029347443794939,Iris-virginica
+95,5.445061105955527,3.0,4.500887155754598,1.4959852545948307,Iris-versicolor
+96,5.178700369784344,3.4047905195175683,1.3948805834209046,0.19738064594579224,Iris-setosa
+97,6.403131837333969,3.2037236362141734,5.327313703517916,2.308852281741243,Iris-virginica
+98,6.498384337980778,3.202363988680156,5.1297929927575865,2.0063450849584292,Iris-virginica
+99,7.6838280293969845,2.790171282918209,6.695094652202141,1.9931133692614138,Iris-virginica
+100,7.724156758085712,2.6031523151681704,6.9,2.2868823903306934,Iris-virginica
+101,5.996333847633336,3.4025170335170603,4.5250615936602125,1.5921385739111473,Iris-versicolor
+102,5.559160609047036,3.0,4.501176593362757,1.4951213966755235,Iris-versicolor
+103,6.1776068759672995,2.8260001781736,4.780612691005949,1.79201076176272,Iris-virginica
+104,6.896853189508957,3.0963101683281167,5.097225674934121,2.3025262661725017,Iris-virginica
+105,5.611998750508835,3.0,4.446797748813435,1.4471910661777347,Iris-versicolor
+106,5.694986111332653,2.893256667214095,4.216779329835763,1.2847120391950333,Iris-versicolor
+107,4.996769965636709,2.000000819342482,3.380070926419325,1.0426887422978912,Iris-versicolor
+108,7.2416198452944505,3.1969197772866713,6.001493057832805,1.8303397396058494,Iris-virginica
+109,5.78617739024346,2.7262557692546494,4.177023910676357,1.0215695991908367,Iris-versicolor
+110,5.9687115755032645,2.191546850372417,4.996102594187788,1.4902475167935152,Iris-virginica
+111,6.301888537265527,3.3985396900807734,5.595597760303772,2.3995818992109115,Iris-virginica
+112,6.27800991545816,2.4943793575772077,4.998067125972975,1.87262381870247,Iris-virginica
+113,4.3,3.0,1.0854142000878533,0.1,Iris-setosa
+114,4.408585173684552,3.1606505720130125,1.2957920390023907,0.20020978070515064,Iris-setosa
+115,4.889562862967997,3.103579420257737,1.5126115068390245,0.1,Iris-setosa
+116,6.866047943735112,3.1016642449243057,5.136344556814474,2.2794081068274643,Iris-virginica
+117,6.80119192315386,2.799885501683027,4.793030697256111,1.3765599099465124,Iris-versicolor
+118,5.678012528069209,3.7888633884434526,1.5716786446266116,0.3599070627382827,Iris-setosa
+119,6.33027128118642,3.289408484467299,4.692266216231285,1.5836682866785474,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/1/test.csv b/iris/tab_ddpm/7_0/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/1/train.csv b/iris/tab_ddpm/7_0/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/1/val.csv b/iris/tab_ddpm/7_0/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/10/synth.csv b/iris/tab_ddpm/7_0/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..392db0e144ef0cca656c9f2a46b5ff4e86d3214d
--- /dev/null
+++ b/iris/tab_ddpm/7_0/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.522515282663904,2.4862691022215486,3.980836198569955,1.2944222778459369,Iris-versicolor
+1,5.5230776092877605,2.505892546314806,4.114708168329975,1.298268441368618,Iris-versicolor
+2,6.203934293094036,2.7421570409822347,4.874415916369472,1.8172984137655386,Iris-virginica
+3,6.004715708563293,3.4022050850549395,4.487196934427532,1.5964800534736425,Iris-versicolor
+4,6.685961725854457,3.088687552037617,5.86340378288606,2.274977252011021,Iris-virginica
+5,5.723381911797254,2.9537774071654708,4.191557049640298,1.2389866565097083,Iris-versicolor
+6,5.240481611822618,2.490021727915788,3.2763755914321013,1.0155442993875776,Iris-versicolor
+7,5.6090237042548905,2.50683370477957,3.9076732164024577,1.0938640057717612,Iris-versicolor
+8,6.615509020620965,2.839897575600565,4.640121692201303,1.481595221882232,Iris-versicolor
+9,7.537376073332545,3.0,6.525366554929941,2.1123461742543994,Iris-virginica
+10,5.025868133895946,2.0,3.6327599178867813,0.9787830637473848,Iris-versicolor
+11,5.913585043235468,3.1997934577353826,4.786556919422535,1.8393930131291552,Iris-versicolor
+12,4.786711403521702,3.3720387126844256,1.5860294316405599,0.20341610256395365,Iris-setosa
+13,6.730531921964132,2.5101348724324732,5.914928384894936,1.8134462237477311,Iris-virginica
+14,4.99430784234496,3.5978456480127243,1.3825650584522293,0.2015907840349287,Iris-setosa
+15,5.515387062598268,2.4768468050468417,4.020777016485176,1.3027375266384498,Iris-versicolor
+16,4.800296967209106,3.395246668859487,1.8021208712978989,0.20107420197186335,Iris-setosa
+17,7.690650080223111,3.0,6.148049013114733,2.2872835901812567,Iris-virginica
+18,5.580961806984811,3.0,4.471413521823382,1.4896746313892013,Iris-versicolor
+19,5.982584344522589,3.406462500599511,4.4879843879239685,1.5907219442235667,Iris-versicolor
+20,4.873706491130668,3.3955628818759025,1.5908337007166298,0.2325381598673765,Iris-setosa
+21,4.614824786764912,3.0951163699743773,1.5197808599801212,0.19868173902134267,Iris-setosa
+22,6.0668554144127285,2.8955894205190873,4.631248215882246,1.4521748049138636,Iris-versicolor
+23,5.885170957401054,3.1966439185440736,4.817482201785094,1.7988182164335107,Iris-versicolor
+24,6.418555186549467,3.219198463776466,5.279269932009764,2.261257588905334,Iris-virginica
+25,7.899998939949217,3.776882909456645,6.383010107127311,2.0144641128558614,Iris-virginica
+26,4.811907814576812,3.0,1.4038655852847939,0.10000011557741571,Iris-setosa
+27,7.9,3.773531411084879,6.342139873362955,1.9302206038759682,Iris-virginica
+28,5.363641045657033,3.4027852346081144,1.497415885363103,0.48594222125304154,Iris-setosa
+29,6.47461759198195,2.5201034364711963,5.607040140946257,1.6252174761033273,Iris-virginica
+30,4.408633897062793,3.1697482785650526,1.315078395651054,0.20101069869321506,Iris-setosa
+31,6.698526650865841,3.0,4.975407172602189,1.6732782489061326,Iris-versicolor
+32,7.695999264199889,2.6051612120882295,6.899998822518066,2.258785716711397,Iris-virginica
+33,7.705834918056686,3.0,6.105023501602219,2.300028133039949,Iris-virginica
+34,5.028493617779341,3.606893648357198,1.4068450205881302,0.2034935355476337,Iris-setosa
+35,6.297859108774319,3.401919772218674,5.61526628562872,2.404597414379467,Iris-virginica
+36,5.97342146344514,3.4029848733921346,4.516575806233323,1.6123387160465565,Iris-versicolor
+37,5.090918858259201,3.3231393534743923,1.7520096876513973,0.4844024298475376,Iris-setosa
+38,5.206000056793654,3.3993339389135913,1.4012228516400649,0.2027241800046768,Iris-setosa
+39,5.548240027213229,2.500183253951972,3.910673406549778,1.1552599764031541,Iris-versicolor
+40,5.0253763588983205,2.0,3.4602277882494015,0.9079941021341308,Iris-versicolor
+41,6.790173419987017,3.1952118936710505,5.740958808702086,2.2935193736206587,Iris-virginica
+42,6.7140978582070785,3.0,4.998251147251259,1.7016726200633978,Iris-versicolor
+43,5.78884279772836,2.7894553013913344,5.09294464558012,2.4052986931451676,Iris-virginica
+44,5.396639435338756,3.9038736080175878,1.3293363948541437,0.3658279954964411,Iris-setosa
+45,5.000389507231479,2.0000006567113893,3.4094826536201825,1.0092890711167537,Iris-versicolor
+46,5.404442378137647,3.4249866440910313,1.5414581791707,0.4612455969111108,Iris-setosa
+47,5.030022784972996,3.6356349343562337,1.4076407428790487,0.2038599666715661,Iris-setosa
+48,5.785049569056226,2.675470528006554,4.074901232671633,0.9633224209063708,Iris-versicolor
+49,6.191953917063316,2.8075002239013545,4.7921473520590165,1.8081925462944592,Iris-virginica
+50,6.017549254181634,2.1984555742348486,5.0159002159870285,1.4932337889932468,Iris-virginica
+51,6.241461751646514,2.16982035051727,4.448352596063308,1.506280435637994,Iris-versicolor
+52,5.542105834012737,3.0,4.429075725070695,1.4543877074867377,Iris-versicolor
+53,6.224638786069669,2.1841884843509973,4.4903411618184,1.5010123491276686,Iris-versicolor
+54,5.990264085147059,2.8276494147059243,4.65932190010594,1.2872768478856473,Iris-versicolor
+55,5.81157740567502,2.695854850510907,5.1031953088766535,1.9113386155326904,Iris-virginica
+56,5.872347202848298,3.190530863577499,4.78925158295838,1.7857559506224812,Iris-versicolor
+57,5.900435224252617,3.203742863123436,4.792630505901666,1.7884321825925802,Iris-versicolor
+58,5.8021282072736335,2.7002202661129555,5.126179381041058,1.8970641696276382,Iris-virginica
+59,6.818091353292683,3.1861259312184873,5.529524295889973,2.290622196667987,Iris-virginica
+60,4.991471996973916,2.0000004503571462,3.4976922186876642,0.9981169477328696,Iris-versicolor
+61,6.025458599925866,2.199202059120724,5.019875457504278,1.5031102661326388,Iris-virginica
+62,6.393692881423649,3.2063790182116763,5.287928525201369,2.227864521591653,Iris-virginica
+63,6.19803417207921,2.8061394490040246,4.7799846554252605,1.7999198018582176,Iris-virginica
+64,5.011283142662298,2.000000585113267,3.5792130344863478,0.9540685287230616,Iris-versicolor
+65,5.159772858640542,2.598195138036062,3.691434442208756,1.3393872682005468,Iris-versicolor
+66,4.300015781933493,3.0183322788854126,1.1506496288032073,0.1000000971436844,Iris-setosa
+67,6.195953178369849,2.2076643508133107,4.51923590516062,1.5047559953483693,Iris-versicolor
+68,5.770265665066061,2.824290975448923,4.542224849027609,1.3288046307796262,Iris-versicolor
+69,7.22354318053862,3.189773631011776,5.997172265878706,1.8239036611344313,Iris-virginica
+70,6.749615407735847,2.501825598680415,5.9019092040274215,1.8303507473749585,Iris-virginica
+71,6.6172304101156465,3.0,4.442602265049463,1.4156905344232102,Iris-versicolor
+72,6.492706800712709,3.0,5.855333704536102,2.183777110164236,Iris-virginica
+73,5.607947269964878,2.9218328266533646,3.771041736957802,1.2916763983328963,Iris-versicolor
+74,5.279817164524885,2.6454073242879006,3.884065048092343,1.3304856608054603,Iris-versicolor
+75,4.599842836058065,3.1036701971298712,1.5163642434129323,0.1998927776794428,Iris-setosa
+76,5.149301196786058,3.469780933020808,1.3957953071817062,0.20110350074988756,Iris-setosa
+77,4.3,3.0,1.1203568126771244,0.1,Iris-setosa
+78,6.673724305372179,2.8114475108245585,4.714321570637265,1.4489396130191095,Iris-versicolor
+79,4.7974684237620755,3.0,1.3695231789757445,0.2778406242997369,Iris-setosa
+80,4.981662998230945,3.3867533185314014,1.5984644536886754,0.4466699102641423,Iris-setosa
+81,5.627264271813581,2.961450727846784,3.713235608440691,1.251718299898612,Iris-versicolor
+82,6.109458320761493,2.91049364052315,4.706317793148911,1.3983474859611762,Iris-versicolor
+83,4.40609040501235,3.205033779282246,1.3042098783540004,0.20282982093424265,Iris-setosa
+84,4.479640241562792,3.0,1.428347539858015,0.2000977870532384,Iris-setosa
+85,5.022086890078053,3.6062357723033838,1.386843038534404,0.1996038201699888,Iris-setosa
+86,6.972251005355274,3.08674235505445,5.095821813895375,2.3061670902365248,Iris-virginica
+87,6.290040862494362,3.408341181586665,5.633398123379188,2.4048286967357497,Iris-virginica
+88,6.204425847774823,2.8026697518877635,4.791891708658405,1.78734501353846,Iris-virginica
+89,5.108264383645406,3.3339118439714195,1.5815001508946613,0.4978961663610336,Iris-setosa
+90,4.591019909195302,3.657288836162796,1.0000004895858077,0.20314610554649062,Iris-setosa
+91,6.183341694406409,2.2047956906965416,4.515830262966968,1.4950153359348128,Iris-versicolor
+92,6.028296622442816,2.9098534512049827,4.517653938254458,1.5177211778561432,Iris-versicolor
+93,5.196770710120466,2.716460385004398,3.9020305866029803,1.4135609412135035,Iris-versicolor
+94,6.289441512115026,3.2960131646850046,6.064381976154014,2.4999998115691833,Iris-virginica
+95,7.613065785841931,3.0,6.59969765592803,2.1105712438328625,Iris-virginica
+96,4.816243066045151,3.3988024480656116,1.7883282297218983,0.2007567380693194,Iris-setosa
+97,7.9,3.856698420280934,6.395868712222745,2.0294704176319933,Iris-virginica
+98,6.835628045744492,3.1963320144196024,5.751943372736571,2.2878770717367543,Iris-virginica
+99,5.56070120418548,2.472855587433605,3.8307752069284167,1.0711455082859775,Iris-versicolor
+100,5.415156110939406,3.870605449427346,1.2963479726889338,0.3803124207325858,Iris-setosa
+101,7.706107721491632,3.0,6.108876131112508,2.2879106284968023,Iris-virginica
+102,5.983692056571304,3.407619195592664,4.44757434855697,1.592201500050621,Iris-versicolor
+103,6.689625354463102,3.0,4.9703833890175755,1.693191240730903,Iris-versicolor
+104,5.280970857127566,2.4733431074476098,3.63524734042533,1.097330086891632,Iris-versicolor
+105,5.785149771541218,2.8003244260678763,5.152351231563868,2.3963946645905017,Iris-virginica
+106,4.624965645009722,3.1007766327500534,1.5095182646471343,0.2007739443578816,Iris-setosa
+107,7.6246714563623055,3.0,6.607616282067957,2.1071647041632033,Iris-virginica
+108,4.571487026697981,3.635068953869297,1.000000401373403,0.19932164293134547,Iris-setosa
+109,5.671770462929389,2.5519515536561506,3.9874833890722226,1.0839712068980105,Iris-versicolor
+110,7.633971647508722,3.0,6.623548801357864,2.0761545040472154,Iris-virginica
+111,4.799896111012932,3.4029335437237798,1.597516312304229,0.19904831750416646,Iris-setosa
+112,4.808992402425379,3.400911622210326,1.6710026490871328,0.20230396040733517,Iris-setosa
+113,4.896595111257588,3.0,1.524024060223557,0.227359944022591,Iris-setosa
+114,6.694359046515148,3.0,4.974529278830627,1.6611872334454856,Iris-versicolor
+115,6.1987615636131395,2.7868789937896805,4.824679446829343,1.799851748627218,Iris-virginica
+116,6.1218702116207515,2.787955721498465,4.715495337386704,1.1845407056938835,Iris-versicolor
+117,6.701080160002476,3.114463277636678,4.717118801063971,1.5163142858970684,Iris-versicolor
+118,4.600043317382208,3.209400109579449,1.4163157626076261,0.19812644272308083,Iris-setosa
+119,5.017300724742186,3.0,1.5836428374754528,0.20117820677088724,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/10/test.csv b/iris/tab_ddpm/7_0/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/10/train.csv b/iris/tab_ddpm/7_0/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/10/val.csv b/iris/tab_ddpm/7_0/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/11/synth.csv b/iris/tab_ddpm/7_0/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50ee85aeb78452073314fbf7b6a7ac8e0d7bdcc1
--- /dev/null
+++ b/iris/tab_ddpm/7_0/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.100466288593403,3.293803642875253,1.725821076399128,0.5258606220360041,Iris-setosa
+1,6.273981699352797,3.3978622721492573,5.584915591250251,2.390596699833773,Iris-virginica
+2,6.288709235266676,3.29291413099929,6.024137624241074,2.5,Iris-virginica
+3,5.703301821288691,2.893128073383545,4.246345526343988,1.345304135377539,Iris-versicolor
+4,5.097414025131006,2.4886263559940414,2.9504750308361647,1.1215123169263344,Iris-versicolor
+5,4.898872486491166,3.0996538033604035,1.5086455685485878,0.10000012623665434,Iris-setosa
+6,4.801522641857377,3.0,1.4180971468458683,0.10000009135687392,Iris-setosa
+7,4.783856275656794,3.0,1.385837814165537,0.1,Iris-setosa
+8,5.789861075437332,2.700297813026558,5.096903934780996,1.8889613195820896,Iris-virginica
+9,5.538784713129308,3.0,4.512017912581144,1.4848079558580085,Iris-versicolor
+10,6.999204934186114,3.158753214871984,5.619691025190686,2.297042595823466,Iris-virginica
+11,6.0214901480929335,2.2153160747695204,4.995357264366559,1.5010774457859208,Iris-virginica
+12,6.780903295333094,3.099330907051324,5.994603307112573,2.2541125830395714,Iris-virginica
+13,5.6689237867347275,2.7554760009344825,4.4339154054462995,1.2599800986311511,Iris-versicolor
+14,5.124900210586795,3.3045484952096644,1.718277015389988,0.5307437678886382,Iris-setosa
+15,5.112487966257965,3.8277792707610985,1.768523818855884,0.1991400396705506,Iris-setosa
+16,7.899998655373434,3.7933292517658876,6.382876915431314,1.9864246672892807,Iris-virginica
+17,4.86319458508713,3.0365210625535344,1.4646817652699546,0.10000009209136683,Iris-setosa
+18,5.79978170726499,2.6982308126450123,5.116131665682751,1.8979531840218256,Iris-virginica
+19,5.854651507567361,3.192701462906852,4.785638928692403,1.783977050626567,Iris-versicolor
+20,6.015841946567265,2.9184401775847193,4.492907382684651,1.4947190510895072,Iris-versicolor
+21,7.697164293854806,2.6085043967491597,6.899998581028958,2.2955302487696434,Iris-virginica
+22,6.288876051127988,3.2996224724767917,5.9431295375561035,2.4999997778329703,Iris-virginica
+23,7.158004776605746,3.211455965776795,6.014581652285824,1.8290312083545373,Iris-virginica
+24,5.79828019805368,2.8069844080170747,5.102829381497024,2.4022902295934734,Iris-virginica
+25,7.9,3.809756486353856,6.450018420604324,2.0281498572060124,Iris-virginica
+26,5.987627082678739,2.2267196044575335,4.060811717077384,1.0483514008321881,Iris-versicolor
+27,7.9,3.8419978318805095,6.393066647858884,2.0025969559824226,Iris-virginica
+28,4.804213011839282,3.0,1.4057966706415133,0.1,Iris-setosa
+29,6.624562233242685,3.0,4.488820727264139,1.3998585708666627,Iris-versicolor
+30,5.978188848070027,2.2073780076657727,4.028829210676411,0.9619209695758637,Iris-versicolor
+31,6.689222569264097,3.0,5.009009963594353,1.6980468977539604,Iris-versicolor
+32,5.391417419944451,3.912807204176236,1.2740264671338957,0.38404561882671795,Iris-setosa
+33,5.5374531650235115,3.6172399654910175,1.5314666573161415,0.32467857842456915,Iris-setosa
+34,5.066218868371645,3.3009239037896987,1.6727155716204802,0.5211425356317552,Iris-setosa
+35,6.474945257688921,3.170931796934117,5.0788018660328085,2.028021087697869,Iris-virginica
+36,6.070816413127213,2.5911937300863475,5.586554020608625,1.3978645488184631,Iris-virginica
+37,6.110487396773555,2.813659565597653,4.705790475395824,1.2262158877260372,Iris-versicolor
+38,4.984444765921048,3.6418596551484352,1.408034494855448,0.2027501133463034,Iris-setosa
+39,4.791743960294756,3.3926517324595795,1.692958475508246,0.1994866764606748,Iris-setosa
+40,5.172001174869261,2.703169364794157,3.906495263198263,1.4092811965937668,Iris-versicolor
+41,6.289152833257223,3.30702556188448,5.977859218265069,2.5,Iris-virginica
+42,5.600664484871402,2.505965086422676,3.9350602663930823,1.1201204374405398,Iris-versicolor
+43,5.027940115410455,3.578361592237786,1.4025549486678253,0.19767909918458515,Iris-setosa
+44,4.888034252166872,3.0694352703664256,1.4936249853145367,0.1,Iris-setosa
+45,5.525605543439234,2.357970691547349,3.7123130093930623,0.879610224236856,Iris-versicolor
+46,5.110424281953676,3.7901266114585925,1.5797133453053895,0.20812058534877217,Iris-setosa
+47,4.901510875595789,3.115049997932923,1.4999400279893305,0.1,Iris-setosa
+48,4.839946117651942,3.4383792319257136,1.7025528790862319,0.19986496691220235,Iris-setosa
+49,4.990933168570491,2.0,3.4001503182616437,0.9182936961427691,Iris-versicolor
+50,4.993460804204299,2.0,3.546427743450862,0.993926660213369,Iris-versicolor
+51,5.6509109163432845,2.9018520541365906,3.997656376334112,1.3332539522851226,Iris-versicolor
+52,6.859025031851346,3.104071805212859,5.0924957817109355,2.287449582969864,Iris-virginica
+53,6.0998227086256245,2.779687919295189,4.685218077401875,1.1864370636341672,Iris-versicolor
+54,6.2795503855821995,3.3010318436183907,6.024154424182377,2.5,Iris-virginica
+55,6.697393398102628,2.498801406472756,5.828649628355408,1.8077901428244638,Iris-virginica
+56,6.072509392918103,3.3802419545248554,4.562633300506152,1.604937039991529,Iris-versicolor
+57,4.3,3.0,1.0933265301487247,0.1,Iris-setosa
+58,4.811908219897242,3.408476817995454,1.9028331100604654,0.19659480832248638,Iris-setosa
+59,7.710673182746338,2.591579398990934,6.89999887890526,2.2787747848460955,Iris-virginica
+60,6.283626059482553,3.3085637250086903,4.685384237182124,1.5981451483744784,Iris-versicolor
+61,6.207962161283378,2.20914245175717,4.505562146276672,1.4880067629748617,Iris-versicolor
+62,6.956052610673746,3.0967329868939815,5.085595907007622,2.3068922708328445,Iris-virginica
+63,4.80754377086004,3.396685895621857,1.7447844775279377,0.19618737322802154,Iris-setosa
+64,7.077536680244705,3.1648529317658673,5.827542566329059,2.2833823806208495,Iris-virginica
+65,6.209598734352061,2.5939543297852157,5.606658945980961,1.4973328102779433,Iris-virginica
+66,6.699848131520254,3.0,5.008589727208602,1.7013707530079154,Iris-versicolor
+67,6.488408209231386,3.204135182299075,5.094576411142512,2.0156851856471385,Iris-virginica
+68,5.002443962886677,3.4049233241816497,1.6782238888199068,0.42049366828681495,Iris-setosa
+69,7.659983907070056,2.587523441744056,6.9,2.276855459008189,Iris-virginica
+70,6.295942526291428,2.4832797186381907,4.993199694093162,1.9000334841878392,Iris-virginica
+71,6.290094949217716,2.4645637912820475,4.976228977839073,1.8246296743848263,Iris-virginica
+72,4.3963378967533835,3.190252500745824,1.2856756804364213,0.20181303154366265,Iris-setosa
+73,7.899998899324346,3.832393113179461,6.39178910069061,2.0013032500437182,Iris-virginica
+74,5.983400990033634,2.833347966339131,4.666845882669365,1.3078106122381479,Iris-versicolor
+75,5.81940881549477,2.7807204731027992,5.086619864205112,2.402998417970297,Iris-virginica
+76,5.409595409489431,3.9082408844907803,1.280511769572106,0.4769787332169487,Iris-setosa
+77,5.615452045538937,2.904006614720856,3.6651016258152884,1.2879827594196873,Iris-versicolor
+78,6.1880913882203945,2.1984716220431912,4.504581475865298,1.5005705413256123,Iris-versicolor
+79,7.6856106472430294,2.6005505251846035,6.8999989890640805,2.2863918064447932,Iris-virginica
+80,5.100684114745645,3.284101863801258,1.6740025733934565,0.4760226860029245,Iris-setosa
+81,6.547153531195,3.2007199232964334,4.728165780099682,1.551187639770035,Iris-versicolor
+82,5.59896060824094,2.7312898615509873,4.30307139500034,1.3270992682120548,Iris-versicolor
+83,5.835774435303269,2.849126429904205,4.514750970236656,1.364445532478888,Iris-versicolor
+84,5.7906463624468065,2.6993963008440716,5.099787993868702,1.9077186121690533,Iris-virginica
+85,4.591535006025056,3.207645340856373,1.383670925400815,0.19758379207374546,Iris-setosa
+86,6.0003351856066,2.2145115222125384,4.996513352951592,1.4922501659893188,Iris-virginica
+87,4.3,3.0,1.0998561894031929,0.1,Iris-setosa
+88,6.012943465055308,2.237577402701937,4.995976531555127,1.5274672607196342,Iris-virginica
+89,5.891343008421052,3.2025267660463896,4.816083330815534,1.775816006092237,Iris-versicolor
+90,5.5113163150063516,4.2,1.4053511008699815,0.2055342188238811,Iris-setosa
+91,5.701232244621495,2.9851652268141637,4.2192324941913695,1.2140542138099146,Iris-versicolor
+92,4.765731705898036,3.3973210232396713,1.9343184246437062,0.19996914198051635,Iris-setosa
+93,5.4909082170766785,4.2,1.4012738284708528,0.19783501865804323,Iris-setosa
+94,4.604134105049773,3.613284486985195,1.0,0.19611299648155234,Iris-setosa
+95,6.336502003285909,3.293048754388334,6.053179589038725,2.4999997361910142,Iris-virginica
+96,4.9984012539495914,3.3936155644619053,1.6489036317237438,0.46114251551004976,Iris-setosa
+97,6.041842253482216,2.227658887445589,5.005852574314596,1.5299993144107817,Iris-virginica
+98,5.106687216921057,3.287912709964188,1.6440494880701728,0.38098530424407645,Iris-setosa
+99,5.81036381987239,2.814375973598263,5.178865458440755,2.402593302219198,Iris-virginica
+100,6.678232036956719,3.0,4.986490658485408,1.6674551095900159,Iris-versicolor
+101,5.609876186820012,2.8943492427212143,3.661282009750009,1.2821539070462151,Iris-versicolor
+102,5.140062025904732,2.6708099867718453,3.867808655645541,1.4005699277885117,Iris-versicolor
+103,5.802131799802155,2.703917582984109,5.127399485909295,1.897438118125699,Iris-virginica
+104,5.556665878970482,2.5378591347183153,3.9136849648545593,1.2031830211697006,Iris-versicolor
+105,4.771482876015893,3.0,1.403719741693925,0.2775211515320895,Iris-setosa
+106,5.716733106905027,3.0,4.222046261622491,1.2280219498357767,Iris-versicolor
+107,5.546567847498025,3.0,4.421486151369349,1.464683712613716,Iris-versicolor
+108,6.721873390254114,2.500951713216678,5.876730696039184,1.813137566738253,Iris-virginica
+109,6.806511750893579,2.783889345806154,4.797895419972873,1.4028011876823112,Iris-versicolor
+110,5.806441127692596,2.7958980308836985,5.119761453459627,2.38595534309907,Iris-virginica
+111,6.660474902234802,2.970879562815612,4.550071385611058,1.423911929615448,Iris-versicolor
+112,6.062824817124547,2.91466037473433,4.608450278415272,1.4639936594903018,Iris-versicolor
+113,7.9,3.7707217349534177,6.398210967310868,2.0335152302375272,Iris-virginica
+114,4.5920298043505765,3.6359366248659972,1.0,0.2015398335348118,Iris-setosa
+115,7.701650175683097,2.604011838524256,6.9,2.307805978145459,Iris-virginica
+116,5.371168016103547,3.3909488614493464,1.5060066611329277,0.4466837913831382,Iris-setosa
+117,6.020641662443926,2.209020895468979,5.0185415752430576,1.5061327045998156,Iris-virginica
+118,6.265118409115092,2.645433896394901,4.917844420952897,1.8193154087962924,Iris-virginica
+119,7.9,3.836320937361428,6.367897293822811,2.0195478582090645,Iris-virginica
diff --git a/iris/tab_ddpm/7_0/11/test.csv b/iris/tab_ddpm/7_0/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/11/train.csv b/iris/tab_ddpm/7_0/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/11/val.csv b/iris/tab_ddpm/7_0/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/12/synth.csv b/iris/tab_ddpm/7_0/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be4f40ed739a19e5fc9d0b51e84016c83942dc87
--- /dev/null
+++ b/iris/tab_ddpm/7_0/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.422082762116079,3.1852321423677985,5.275557567061842,2.3009557787526873,Iris-virginica
+1,6.612983153111857,3.0,4.419290089761501,1.3883859589867962,Iris-versicolor
+2,5.486895741005838,4.2,1.3795940511643385,0.19679296830052115,Iris-setosa
+3,5.08473557392403,3.2749594281904484,1.7483549019951359,0.41990792856541126,Iris-setosa
+4,7.701169209969141,2.62272255726227,6.899998621182004,2.2986615611730064,Iris-virginica
+5,6.01382790334959,2.8735177030138335,4.628717696577444,1.3528296524676091,Iris-versicolor
+6,5.678086436023166,3.0025620640252284,4.584083251820471,1.5714699500227898,Iris-versicolor
+7,5.771992343042708,2.698076460283183,4.092896089404666,0.9333069602405367,Iris-versicolor
+8,6.472691075700665,3.1639041062730775,5.095292528094546,1.9969408581135617,Iris-virginica
+9,4.892736422673517,3.074734125176316,1.4769333687545907,0.10000009027337878,Iris-setosa
+10,4.798542461744252,3.400546508614029,1.7577475580165167,0.2007155483250148,Iris-setosa
+11,5.373644374993703,3.873958610232622,1.3019301978589377,0.42415290053862875,Iris-setosa
+12,7.609134815573053,3.0,6.607115786486383,2.123510197932155,Iris-virginica
+13,5.810920748969157,2.6956884851050855,4.117193590455717,1.0571194974414233,Iris-versicolor
+14,5.412011337566701,3.0,4.50132683804706,1.4952263076725654,Iris-versicolor
+15,5.794117758457985,2.6954720456961385,4.09539081584513,0.9696144503048799,Iris-versicolor
+16,5.92162115446902,3.1927211724970266,4.824256281720534,1.7926427346785057,Iris-versicolor
+17,4.80866432448412,3.0,1.401557753523319,0.31129750352460156,Iris-setosa
+18,5.092722919421554,3.7626788197613044,1.5994104938255354,0.19658111005353923,Iris-setosa
+19,5.401491881611656,3.4742951615424853,1.480212090939424,0.2775273519656423,Iris-setosa
+20,6.7973194211855645,3.196635527171632,5.888809363617224,2.299262875270607,Iris-virginica
+21,6.394969923178412,2.9200773267831868,4.591373715296825,1.4545359093110306,Iris-versicolor
+22,6.211379498174851,2.3440052217468064,5.004192131688836,1.765200268028528,Iris-virginica
+23,4.300000600652312,3.0,1.1007287715936174,0.10000009313934222,Iris-setosa
+24,6.266458228326647,3.296847459651004,5.951847447828384,2.499999751136106,Iris-virginica
+25,4.836176620858831,3.0,1.416634321522305,0.10000011571547612,Iris-setosa
+26,4.397086471676913,3.201565207027247,1.2882544392575326,0.19887454006493155,Iris-setosa
+27,6.599283989941703,3.0,4.422408239199369,1.4037117571323663,Iris-versicolor
+28,5.394457916487438,3.9097209843348155,1.296488322473531,0.4080150146241894,Iris-setosa
+29,5.789388791096672,2.7876019300165082,4.3125927035857305,1.1829774484909188,Iris-versicolor
+30,5.808481515323127,2.8197427865639653,5.091797083509669,2.399771437091974,Iris-virginica
+31,6.565526751229128,2.5043120121240805,5.636711875035839,1.812518465400493,Iris-virginica
+32,5.682267408949846,3.0,4.203111231805545,1.2195576930715615,Iris-versicolor
+33,4.808912201114495,3.0,1.392787979600024,0.31733183674192916,Iris-setosa
+34,4.624994318485882,3.202458080984123,1.3940800427212368,0.2006933596084252,Iris-setosa
+35,5.0069178013022295,3.0,1.6923261317483262,0.195673884438947,Iris-setosa
+36,6.18570738622072,3.3956593008940543,5.37621787527016,2.272065324592717,Iris-virginica
+37,6.0883761067139455,2.881052411253479,4.547599300479741,1.4796659002468648,Iris-versicolor
+38,6.199033017170671,3.3960394338661626,5.471731182383937,2.303088999703663,Iris-virginica
+39,5.215035642135229,3.524729342088348,1.386909400831562,0.21549221359630483,Iris-setosa
+40,6.039064066706467,2.8991507852443177,4.564800221001343,1.48710971760375,Iris-versicolor
+41,5.368866605459866,3.3955096211675952,1.5119423229237767,0.4308150194337208,Iris-setosa
+42,5.692080672590261,3.0,4.212106040890921,1.2232145493482838,Iris-versicolor
+43,5.341911808309773,3.0,4.432861483796922,1.4928902946825746,Iris-versicolor
+44,6.515673572406851,2.8055225515798177,4.577910774602547,1.5181132089970872,Iris-versicolor
+45,5.18833568517478,2.4547091605186364,3.065968601254432,1.0752966661766867,Iris-versicolor
+46,6.575957095978169,3.0,4.425222185912585,1.4079186355619846,Iris-versicolor
+47,5.497828840726873,2.416645976948386,3.7414378222687414,0.9788412969662883,Iris-versicolor
+48,5.798138234950313,2.7976042138640453,4.575019480963415,1.2449700087819497,Iris-versicolor
+49,5.0452271943632025,3.781392933716904,1.5815347900954984,0.19841836410256064,Iris-setosa
+50,5.179012927373847,2.61937739204144,3.6943412338378625,1.2920492532183234,Iris-versicolor
+51,4.995207170274513,3.0,1.5830788373851654,0.19919608568841912,Iris-setosa
+52,7.675857771637673,2.6014855939835853,6.899998915047131,2.29747526741161,Iris-virginica
+53,4.794104445805415,3.3983505426589025,1.7922425632060197,0.1969133614524176,Iris-setosa
+54,6.078149179208623,2.60145673799661,5.618490976225377,1.373237708829871,Iris-virginica
+55,6.706604653135522,3.1085293647920125,4.727290846981095,1.4967256735557493,Iris-versicolor
+56,7.631498522483243,3.0,6.502834288558861,2.1386316639383978,Iris-virginica
+57,5.689261814391707,3.0,4.214657541643459,1.2063949309806885,Iris-versicolor
+58,6.289897587769351,3.4047291093083487,5.611478963707942,2.39843129700386,Iris-virginica
+59,7.695495663951469,2.5889366567054095,6.9,2.2878735140950477,Iris-virginica
+60,4.915775162851405,3.1105368954402666,1.4962018258074257,0.1,Iris-setosa
+61,5.19672538559851,2.4953618445455765,3.290411397248491,1.09452237234829,Iris-versicolor
+62,6.515320903724362,2.8093185560089613,4.591126816728825,1.486447840788109,Iris-versicolor
+63,5.02595714496331,2.0000007221813396,3.619044873232182,1.0023913496401167,Iris-versicolor
+64,4.794708819578096,3.399591066723848,1.776101639523883,0.2007905129729707,Iris-setosa
+65,4.870439630876469,3.4325824552706368,1.5819450077318038,0.20324343338781836,Iris-setosa
+66,6.467629807839865,2.8001005570676365,4.597754009531148,1.4820645341999172,Iris-versicolor
+67,5.0283195263345535,3.6059388108224564,1.3971327672047837,0.20117859745051053,Iris-setosa
+68,6.0843158069259555,2.7949170502874607,4.700958985650932,1.2063369417676784,Iris-versicolor
+69,5.661306811034,3.002121062647819,4.5791781424029505,1.5517675319254198,Iris-versicolor
+70,7.62070325811379,3.0,6.60486335379237,2.1341753619518693,Iris-virginica
+71,5.474125995318929,4.199999201005683,1.3962867859181514,0.20846719479200568,Iris-setosa
+72,5.393127534749549,3.894895197202452,1.289529944743361,0.369523103669297,Iris-setosa
+73,5.016409740485264,2.000000757772187,3.569708119934603,1.0372135988804314,Iris-versicolor
+74,5.438402830303795,3.408111889795566,1.5018835196486782,0.38645047505457186,Iris-setosa
+75,6.119175050701334,2.8943284469494204,4.702988567799161,1.3728139167037887,Iris-versicolor
+76,4.979868578929592,2.00000054322656,3.409355162628348,1.0028211838392749,Iris-versicolor
+77,6.03669025842784,2.2310638395739155,5.001514800757063,1.5285161112707288,Iris-virginica
+78,5.799018379495894,2.7962381451365927,5.1094896387844795,2.3814248933490396,Iris-virginica
+79,5.401624005376038,3.0,4.474651230094693,1.4989573872584372,Iris-versicolor
+80,6.802638059596711,2.8088925697287133,4.812247343088806,1.4025650498948972,Iris-versicolor
+81,5.609321935657298,2.5066405211022658,3.889708294894386,1.0862729229799306,Iris-versicolor
+82,5.177073032741284,2.505895016935693,3.388407448786447,1.1535761399202273,Iris-versicolor
+83,5.790987810517957,2.7117459024377224,4.1077099784264,1.0055078458629452,Iris-versicolor
+84,5.005362687179692,3.0,1.6951073542814052,0.20606938578085748,Iris-setosa
+85,4.3,3.0,1.0968518903720486,0.1,Iris-setosa
+86,5.916178143893944,3.196199275619906,4.79644636869298,1.7807390685568356,Iris-versicolor
+87,6.141046512886972,2.2118538915847683,4.334532733232217,1.3537426675903237,Iris-versicolor
+88,5.177196994125949,3.407111813317113,1.3978338298323947,0.20008593805029476,Iris-setosa
+89,6.464073791561849,3.19978283003002,5.088884020682349,2.033243835582954,Iris-virginica
+90,6.614230147365193,3.140238351543375,5.169078210879614,2.2759176228110283,Iris-virginica
+91,5.895594623263323,3.192800866247266,4.7821305540256,1.7976601967422035,Iris-versicolor
+92,5.683134599909735,2.7983340396816923,4.501770674759258,1.2929302499614344,Iris-versicolor
+93,5.195927823426339,2.680328577431842,3.8513565020178286,1.3881111000763209,Iris-versicolor
+94,7.707857860867286,2.8051053282100034,6.6985378460810505,1.9989594732373999,Iris-virginica
+95,6.845973292584736,3.1056058507860222,5.110791420206478,2.2867737999915465,Iris-virginica
+96,6.703915288289012,3.0,4.989660389329141,1.7063909404294497,Iris-versicolor
+97,6.300672610043347,3.3945497787119456,5.614099486996992,2.399072335456925,Iris-virginica
+98,4.395633018920481,2.8992198145700074,1.3929686235714072,0.19764520382387457,Iris-setosa
+99,5.961119936860327,2.1784482278041217,4.968352910730932,1.463661143135973,Iris-virginica
+100,7.162780227893941,3.1928617711616267,6.017092981072821,1.8215276200448567,Iris-virginica
+101,4.300000656572144,3.0,1.1049966382012253,0.10000010804891538,Iris-setosa
+102,5.800037942426736,2.7815686011904726,5.158059925002473,2.3977468109955264,Iris-virginica
+103,5.133763439132376,3.468591736562245,1.4011364009367788,0.20075301895793018,Iris-setosa
+104,5.410949245299121,2.510644043744398,3.919549736144509,1.309074546919358,Iris-versicolor
+105,5.421588873809397,3.907908491894329,1.300625486427633,0.38292974135058205,Iris-setosa
+106,6.888201306019417,3.0855521207724776,5.097184861544645,2.2965376407214393,Iris-virginica
+107,5.593122394704766,3.0,4.527625238278937,1.508022425007534,Iris-versicolor
+108,7.661909760006818,2.9464600058044788,6.660855111869415,2.0702634342883712,Iris-virginica
+109,5.0266086825212675,2.000000486232756,3.4102111721488817,1.0043232415675676,Iris-versicolor
+110,6.287963189399786,3.299523146147432,5.964896527962275,2.5,Iris-virginica
+111,4.300000680348504,3.0,1.1035091180362273,0.10000010024518494,Iris-setosa
+112,6.452771154928732,3.0,5.766710068492638,2.233109463723698,Iris-virginica
+113,5.014919000831931,3.0,1.5979460041982891,0.19470014267238522,Iris-setosa
+114,4.410093917118631,3.2054805892365628,1.3238758389501755,0.19787838328791602,Iris-setosa
+115,5.006828434356437,3.604785146457654,1.393318747372235,0.19842870161290518,Iris-setosa
+116,7.686188843240524,2.5851868438004724,6.9,2.279993688007454,Iris-virginica
+117,6.685440105854849,2.501674716862009,5.788062740508397,1.7990139905313984,Iris-virginica
+118,5.030059124110816,2.0,3.5147303562171692,0.9209690920261545,Iris-versicolor
+119,6.280394232899769,3.3201992889226655,4.678442315458582,1.5993717994411267,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/12/test.csv b/iris/tab_ddpm/7_0/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/12/train.csv b/iris/tab_ddpm/7_0/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/12/val.csv b/iris/tab_ddpm/7_0/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/13/synth.csv b/iris/tab_ddpm/7_0/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7840761797910be3d1531b88c8de5cbcda06769e
--- /dev/null
+++ b/iris/tab_ddpm/7_0/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.805558286389648,2.6829288186112557,5.087722509260866,1.8891206883467797,Iris-virginica
+1,5.701755517017713,3.0,4.188073980275431,1.167387761569559,Iris-versicolor
+2,4.8471501328355195,3.0,1.4285795808750839,0.10000009216315137,Iris-setosa
+3,5.793988905420739,2.7000810109354756,5.095491491580232,1.8954598551309558,Iris-virginica
+4,6.013272333137503,2.198543552849221,5.0257575139501975,1.539838721531596,Iris-virginica
+5,5.012754508956801,2.0000005622682107,3.554225855077494,0.979723117407365,Iris-versicolor
+6,5.640152976355246,2.9722263732181897,3.8935520225745646,1.2734126656521638,Iris-versicolor
+7,5.51021097651258,3.527996201417745,1.4949207688194457,0.37830003611437557,Iris-setosa
+8,4.80079342665575,3.0,1.3889869844251765,0.27100995444159487,Iris-setosa
+9,6.006198055511058,2.1996405506369263,5.011186590602434,1.4814792459726132,Iris-virginica
+10,7.682243215547672,2.5971694422818805,6.8999987882751075,2.2680622606313685,Iris-virginica
+11,4.300000538407439,3.0,1.1018458079702194,0.10000009308487798,Iris-setosa
+12,7.151546866656073,3.19362119354241,6.022808992328082,1.7926266397583959,Iris-virginica
+13,4.797773331545949,3.400523245971843,1.6080508171336094,0.20031404218604326,Iris-setosa
+14,6.5020246628162,2.799870637806447,4.594029503146271,1.4870125381669725,Iris-versicolor
+15,6.047398244025993,2.7758964037640133,4.621919750044271,1.1469829536900764,Iris-versicolor
+16,5.796742800615116,2.7953785351635494,5.099118011440215,2.3854444675599544,Iris-virginica
+17,6.2528169143514765,3.3114984641331695,5.968033454938066,2.5,Iris-virginica
+18,4.300000460090084,3.0,1.098148130591164,0.10000010083530188,Iris-setosa
+19,7.695065060534484,2.6062590787929154,6.89999867295309,2.279848917026093,Iris-virginica
+20,6.295915811829766,3.402788825855311,5.565972716981233,2.394529020420436,Iris-virginica
+21,5.200739009357489,3.4027066931272105,1.3902703413339714,0.19971496270639166,Iris-setosa
+22,4.80473871731153,3.0,1.4049393675853514,0.10000009375543857,Iris-setosa
+23,6.676488899761479,3.1356777931873143,4.730740084679364,1.5108906697385815,Iris-versicolor
+24,6.222726401607415,2.2227184550395362,4.477425625711921,1.490142257718305,Iris-versicolor
+25,5.097011534861184,3.3061455991986506,1.646795949517833,0.5019743150212221,Iris-setosa
+26,6.750660202521141,3.171906050817889,5.725214529773961,2.296868615691161,Iris-virginica
+27,5.004131094620325,2.0,3.341283351273768,1.0374725838402643,Iris-versicolor
+28,5.798149676190553,2.7003771344576624,5.0851264674637955,1.9089778822897268,Iris-virginica
+29,7.727805178148663,2.5947049038160857,6.9,2.3044546755752284,Iris-virginica
+30,7.89999892443031,3.7951267081767837,6.405395209780705,2.027386426434202,Iris-virginica
+31,5.369705838748928,3.923560118774401,1.3021369886703709,0.44722600075637053,Iris-setosa
+32,6.70111472229204,3.0,5.009247205139548,1.7189560760128642,Iris-versicolor
+33,7.706971014510925,2.6019200451918456,6.89999867329793,2.283596986132308,Iris-virginica
+34,6.185402470334643,3.4025460566236427,5.3961022935308165,2.3034868484342907,Iris-virginica
+35,4.761510062191269,3.0,1.3957118538930562,0.27712743241355753,Iris-setosa
+36,4.918201659081216,3.1192064353486564,1.5078731666123857,0.1,Iris-setosa
+37,6.4748159165564525,3.1710623986765434,5.099470939687857,1.9558090674888136,Iris-virginica
+38,6.019834007075821,3.3880863395702763,4.520958684833346,1.6076490130113876,Iris-versicolor
+39,5.7954489126076805,2.7122192179809264,5.092694819460855,1.9039984338581044,Iris-virginica
+40,4.42985665018327,3.2126496721417093,1.3110689227696835,0.19844435372797814,Iris-setosa
+41,5.097485549133115,3.7810227752736485,1.5895818346431405,0.20195732510523043,Iris-setosa
+42,4.812447948553126,3.0,1.4195791114330993,0.2676668142088586,Iris-setosa
+43,6.117059191076313,2.611505501039392,5.624755640250064,1.4061070604120909,Iris-virginica
+44,4.44159726516424,3.0,1.3883718182478546,0.21149775915216346,Iris-setosa
+45,4.300000699205936,3.0,1.1011291774081307,0.10000012789421796,Iris-setosa
+46,6.12089681020767,2.5997451751583016,5.613137598642185,1.405926734830639,Iris-virginica
+47,5.170360322241353,3.4086347719657826,1.3958539843919076,0.20074213878832053,Iris-setosa
+48,7.569931349605625,3.0,6.535942511901375,2.0878063128535116,Iris-virginica
+49,4.780819530373258,3.4017233301989944,1.6262076654669755,0.20049952191396,Iris-setosa
+50,5.499199823541939,4.2,1.4023930158551743,0.2049240119676273,Iris-setosa
+51,6.189715413049736,3.4004005880567987,5.395064685963582,2.2894247239303773,Iris-virginica
+52,4.974162018597774,2.0,3.5741379287193995,1.0007567762769083,Iris-versicolor
+53,5.703315060446615,3.802460895406316,1.8632011093629797,0.3158133333517802,Iris-setosa
+54,6.310580739167017,2.6606293043737392,4.936698441347264,1.821328992198558,Iris-virginica
+55,6.316136563647781,3.3084395416777763,5.95172315708467,2.4999998086857507,Iris-virginica
+56,5.856644467438321,2.8727220216533786,4.439145434839445,1.4254376146129297,Iris-versicolor
+57,7.683779346467561,2.584246792588592,6.9,2.299196868874502,Iris-virginica
+58,7.201917340372508,3.2067253621986747,5.966658885208408,1.7981159864207195,Iris-virginica
+59,4.300000602685491,3.0,1.1074261376951693,0.10000009528966552,Iris-setosa
+60,5.794319877294981,2.696393767485316,5.119383132470033,1.8959051186509295,Iris-virginica
+61,6.842603375392539,3.1657895708442436,5.395219071616301,2.2991748556839755,Iris-virginica
+62,6.241562869438298,2.755980466804708,4.847533932052295,1.8018113328874517,Iris-virginica
+63,5.013565181062997,3.6137065745351946,1.4049903897107208,0.2010071641025958,Iris-setosa
+64,7.676264406155831,2.7910266219041016,6.6855562521461,1.977274568569701,Iris-virginica
+65,5.122160907764203,3.8136868719121804,1.6335217887670148,0.20084068562599583,Iris-setosa
+66,6.8431325573038,3.1891818040285442,5.805141546962111,2.311213990453592,Iris-virginica
+67,4.397799448003623,2.906750562278226,1.3970527865782187,0.19259886827818273,Iris-setosa
+68,5.517973280458778,4.2,1.4104392800424044,0.209455466625759,Iris-setosa
+69,5.7467484685399155,2.8707306025613972,4.341118481574009,1.3697839634406228,Iris-versicolor
+70,4.603423483214847,3.2083172387797805,1.401670221881102,0.20201610689242094,Iris-setosa
+71,5.81095531073299,2.7048985643415397,5.094014421374066,1.90027156793087,Iris-virginica
+72,4.607046614975978,3.1912188552002236,1.417661812320435,0.19730371218946302,Iris-setosa
+73,6.076657722092021,2.9094208137485102,4.637254985459126,1.4201016747666961,Iris-versicolor
+74,4.784695560981622,3.0,1.3754151231212588,0.10000010007028554,Iris-setosa
+75,7.65114866760691,3.0,6.424485976822278,2.170640159565821,Iris-virginica
+76,4.390410936432629,3.197191591697706,1.2926097990931962,0.19902632873423048,Iris-setosa
+77,4.403546403035334,2.936181192617159,1.40502392411331,0.20533385951323713,Iris-setosa
+78,6.527386924718967,2.7919750631104154,4.6233285922491145,1.4958418494919834,Iris-versicolor
+79,6.220139449845488,3.408907589716799,5.4033724192617285,2.2998419325629205,Iris-virginica
+80,6.330615184548434,2.505821858923147,4.9910971209359305,1.921662768054705,Iris-virginica
+81,4.988512148521858,3.0,1.6208100615266825,0.19747924729568422,Iris-setosa
+82,4.789289839364701,3.0,1.390102390493177,0.27656912608489503,Iris-setosa
+83,5.143028392173791,2.4867972420160482,3.3889507483422485,1.121227430790384,Iris-versicolor
+84,7.594474477953329,3.0,6.586425184310174,2.1062077044479537,Iris-virginica
+85,6.921053712493343,3.087948221591268,5.118023280285786,2.3024499154171894,Iris-virginica
+86,4.592000183044869,3.1962890242621773,1.4059714995350385,0.19617532616354955,Iris-setosa
+87,7.1848364566793625,3.2085052973247934,6.01121108229207,1.7986603386663242,Iris-virginica
+88,7.5635504202821835,3.0,6.526971360566733,2.1478966068733856,Iris-virginica
+89,5.814083802041887,2.7998229757400157,5.1196085865271135,2.4041670888418167,Iris-virginica
+90,6.1232913482377525,2.8286305406967047,4.732039897596878,1.2367471516057513,Iris-versicolor
+91,7.707686800459096,2.593778891816193,6.9,2.284893839189965,Iris-virginica
+92,7.662240999813059,2.61465557336601,6.899998589743395,2.2899962729912207,Iris-virginica
+93,5.8128786916476995,2.8156210263081936,5.085155452623571,2.388813814158809,Iris-virginica
+94,6.086775020734146,2.8421846251699274,4.670212501775539,1.2708874316205798,Iris-versicolor
+95,7.720554444093436,2.6002881280635814,6.9,2.3036365632836078,Iris-virginica
+96,7.7193583111632185,2.604057186836554,6.9,2.3132253160123466,Iris-virginica
+97,6.711825306306879,2.5007766151544213,5.8312289313017525,1.8040173225470388,Iris-virginica
+98,5.159274318060132,2.6322926519968792,3.771037317073405,1.3528697257814917,Iris-versicolor
+99,7.731944608025266,2.625487661118825,6.9,2.300154101191546,Iris-virginica
+100,5.806940536843276,2.8191536852548307,5.139902685297325,2.398038018824783,Iris-virginica
+101,5.991949302164527,3.4007150417714183,4.514816871101986,1.5946465459422574,Iris-versicolor
+102,7.689850168970478,3.0,6.179794731592233,2.2611655515780242,Iris-virginica
+103,5.978571001864747,3.4060373560722725,4.486742485895391,1.6012131618772925,Iris-versicolor
+104,7.610711401778192,3.0,6.57949634270658,2.111304214903824,Iris-virginica
+105,4.799767464415051,3.0,1.392287754179631,0.3143104524301812,Iris-setosa
+106,6.920868358798053,3.2086983036964103,5.714519717636051,2.300747687971596,Iris-virginica
+107,5.235260862807451,2.655950144999943,3.903508401502369,1.3862809793678712,Iris-versicolor
+108,6.341000433431863,3.290502447660635,6.066476328038208,2.4999998084795827,Iris-virginica
+109,6.009006567770158,2.8982825153162866,4.448506531955922,1.5135265504119544,Iris-versicolor
+110,5.778438643263126,2.799175356299117,5.1616158391391584,2.4115821503224604,Iris-virginica
+111,6.250942196663405,2.7701715825316335,4.849828557913698,1.8107928788569907,Iris-virginica
+112,5.622697619574632,2.9160098589475716,3.6571369895412422,1.309277662444302,Iris-versicolor
+113,5.689063320032065,2.897975585201293,4.048974663842096,1.1682502948723215,Iris-versicolor
+114,5.731574595351449,3.0,4.533926670940684,1.4917554878620465,Iris-versicolor
+115,5.082464882762492,3.544159267572917,1.4016866751232135,0.20350275161265105,Iris-setosa
+116,4.8247105255334795,3.4028779862392686,1.969925804315733,0.2007994594808164,Iris-setosa
+117,7.692862112191488,2.6017398044898994,6.9,2.2693048553751143,Iris-virginica
+118,6.198340605154995,2.2049322590575535,4.5172344313740735,1.5039692530967241,Iris-versicolor
+119,7.270349252867181,3.18972784845358,6.010403437895961,1.795393943470872,Iris-virginica
diff --git a/iris/tab_ddpm/7_0/13/test.csv b/iris/tab_ddpm/7_0/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/13/train.csv b/iris/tab_ddpm/7_0/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/13/val.csv b/iris/tab_ddpm/7_0/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/14/synth.csv b/iris/tab_ddpm/7_0/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f70bf7c0b513e498c5024e19cbee1b6fdd94be9
--- /dev/null
+++ b/iris/tab_ddpm/7_0/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.526012155750638,2.424786310254993,3.729371072984312,1.0115018796577075,Iris-versicolor
+1,6.08354482464174,2.8022650780597855,4.683250026841336,1.1987019109466053,Iris-versicolor
+2,6.010336712430183,2.7962793695092096,4.650052177721044,1.2159569529718475,Iris-versicolor
+3,4.976557896276174,2.0,3.1722424230899224,0.9817087838848474,Iris-versicolor
+4,5.585649001248492,2.8842552239796206,3.3083960875503537,1.3038970234189902,Iris-versicolor
+5,4.58998980607496,3.6080286317123513,1.0,0.2006628554085648,Iris-setosa
+6,6.516707270401507,3.0,5.791201965452481,2.201780945816832,Iris-virginica
+7,6.122478306896866,2.6000518961677295,5.582525321608976,1.423740111823824,Iris-virginica
+8,4.586502982457626,3.118328944038861,1.4697486183030368,0.19687076365803863,Iris-setosa
+9,5.066254961372264,3.5377683969088314,1.396791111052424,0.20191379961670453,Iris-setosa
+10,7.714682318825862,2.593761768806761,6.9,2.3057113367848032,Iris-virginica
+11,6.301691645686901,2.709720227765686,4.906739038851449,1.7805647333535242,Iris-virginica
+12,5.6967954259172116,3.0,4.162624181436017,1.1785692619341874,Iris-versicolor
+13,4.9997540351304375,3.0,1.660163226129412,0.20241017080011836,Iris-setosa
+14,5.017563196586924,2.0000007093058323,3.5788548602821955,0.9466725519070632,Iris-versicolor
+15,4.3,3.0,1.096887122459627,0.1,Iris-setosa
+16,7.609087468898251,3.0,6.596505948198681,2.086498554715477,Iris-virginica
+17,4.997545615821572,2.000000572077432,3.2574732285737302,0.9605201592970268,Iris-versicolor
+18,6.50047738737285,3.204779116097505,5.087376434964657,2.045570511432288,Iris-virginica
+19,6.8044332964482495,3.1971292483684346,5.914894940819024,2.290453470126753,Iris-virginica
+20,6.209706122962464,3.4020012878892163,5.406576879503947,2.299886398559866,Iris-virginica
+21,4.954306978802395,2.0,3.2713620635336644,0.9511083262458386,Iris-versicolor
+22,6.105978370743895,2.811033170348068,4.717186695424946,1.2079495224703671,Iris-versicolor
+23,6.730492329498511,3.1050141868361703,4.7197410966791615,1.507159171745474,Iris-versicolor
+24,5.367797510073656,3.400296397618014,1.5153792034523226,0.4365466232090278,Iris-setosa
+25,6.184573267258683,2.2168345226865904,4.494629789350234,1.479613520329859,Iris-versicolor
+26,6.409723563177311,3.186043758637183,5.289495255417756,2.2998021054125886,Iris-virginica
+27,6.047038315466741,2.9088687834918545,4.611403139070432,1.4623393474152357,Iris-versicolor
+28,6.793515928694243,3.1876381151422346,5.939447835214334,2.283512288067353,Iris-virginica
+29,5.018023541997516,2.0000005411773056,3.5851668764676394,0.962297812766303,Iris-versicolor
+30,6.4757827607975535,3.0,5.769514179719656,2.2275259208269813,Iris-virginica
+31,6.717289629324328,2.5073688452548364,5.869540992913711,1.8112531204107485,Iris-virginica
+32,6.2938287946550435,2.5036826807458574,5.00942022867893,1.887932253451548,Iris-virginica
+33,6.291549853976858,2.73883561766941,4.813395104286836,1.8022692753493619,Iris-virginica
+34,4.408366308453487,3.212222628271857,1.304530117868879,0.19964319493650212,Iris-setosa
+35,6.009814079135763,2.1898845536862486,3.9630941084912528,1.0038376375311988,Iris-versicolor
+36,6.320361838758351,3.2920709624724704,4.705377674752879,1.6010747538224894,Iris-versicolor
+37,6.50357828466321,2.8056714320527445,4.6104995399077255,1.5148934139587111,Iris-versicolor
+38,6.8424074620328,3.207840306954306,5.77225090886527,2.3054725891157104,Iris-virginica
+39,6.796972097100754,3.0985232146264865,5.131376501902866,2.3061404287137237,Iris-virginica
+40,4.300000904974243,3.0,1.1067849039603006,0.10000010685963058,Iris-setosa
+41,6.101040022726527,2.5932241991044385,5.613224808991161,1.4009416499858502,Iris-virginica
+42,4.776950685437496,3.3936833684435457,2.1318915257124695,0.1987251640548126,Iris-setosa
+43,7.6691601493341555,2.584125962825772,6.9,2.28617061385206,Iris-virginica
+44,5.6892679705206595,3.793703288432439,1.652069616048313,0.30249589643349667,Iris-setosa
+45,5.581726382226255,2.5012728999179523,3.878566570268862,1.0734975141623795,Iris-versicolor
+46,5.549285592536851,2.4954414118487804,4.003581960169749,1.2296871320614233,Iris-versicolor
+47,6.5218030196225305,3.0,5.817881632721885,2.1880064390769753,Iris-virginica
+48,6.312286384754007,2.6546717328854657,4.9329298946320925,1.7994252441929581,Iris-virginica
+49,4.983128230942656,2.0000005160419723,3.3776405366240057,1.0168883241242614,Iris-versicolor
+50,4.3,3.0,1.0953397641316633,0.1,Iris-setosa
+51,4.396858755212007,3.220024766480124,1.3111970271034035,0.1995352784990525,Iris-setosa
+52,5.468694455859006,2.432959830031723,3.737358444291486,1.0076126457210892,Iris-versicolor
+53,6.119176019165824,2.8203080560067155,4.69075650527062,1.2043538722498823,Iris-versicolor
+54,4.803467952264922,3.4071450999262454,1.6928134913083772,0.19515610958174653,Iris-setosa
+55,5.480150203613579,4.199999251104379,1.421138874460294,0.19922706560327086,Iris-setosa
+56,6.046089747850209,2.7869740852829534,4.63861539379338,1.134784265675733,Iris-versicolor
+57,6.72878605202716,2.492742009841837,5.904895822305896,1.8264540865128598,Iris-virginica
+58,5.009754525113209,3.5390925775838618,1.4030759840611828,0.19846493435347046,Iris-setosa
+59,5.376213283107019,3.401905281807043,1.5177779366678803,0.38797666270747966,Iris-setosa
+60,7.170380443904404,3.1785638303579558,5.9941581340109265,1.797071610745259,Iris-virginica
+61,6.242229048970656,2.773873977045961,4.828520444548858,1.8049020478944198,Iris-virginica
+62,6.6850949164514,3.110019504581221,4.715275182016741,1.4949784916178572,Iris-versicolor
+63,5.484061322256383,3.0,4.462792224252274,1.5004778192821397,Iris-versicolor
+64,5.903577943328607,3.207733198194577,4.788981830153727,1.8156185336957833,Iris-versicolor
+65,5.808942222460891,2.6974873739260476,4.108270219072154,1.0083705230166156,Iris-versicolor
+66,6.468636390377496,3.0,5.742429956421801,2.1941255861971602,Iris-virginica
+67,6.353705009568814,3.28878249988414,5.384734455008488,2.3053894475356835,Iris-virginica
+68,5.480908745239437,2.503070350376341,3.999748072726123,1.307577549189869,Iris-versicolor
+69,7.708374410797519,2.601055285633605,6.899998612032864,2.302040692056836,Iris-virginica
+70,7.690910000902887,2.5978962507946384,6.9,2.2952657191289663,Iris-virginica
+71,5.549343806127726,2.4237458627914226,3.806308234735826,1.0794411949973026,Iris-versicolor
+72,4.981489408978368,2.0,3.353344077961113,1.0193090513659717,Iris-versicolor
+73,6.568739346595154,3.0,4.410987359448016,1.4179594939456126,Iris-versicolor
+74,7.734282268606773,2.5845409051579096,6.9,2.3133638695082293,Iris-virginica
+75,5.11712704753167,2.501125483399682,2.921064587844625,1.1043519289990096,Iris-versicolor
+76,4.449743623496821,2.9392727196792725,1.4219933370877018,0.20943989462456292,Iris-setosa
+77,4.57570408045802,3.192215218217729,1.3910649179439714,0.19954969162963787,Iris-setosa
+78,4.3,3.0,1.10277971354528,0.1,Iris-setosa
+79,7.699463945622414,3.0,6.126270993694608,2.2997894782508315,Iris-virginica
+80,5.006048267783159,3.676941673970389,1.4033424704072712,0.20614610935366234,Iris-setosa
+81,4.582240842160037,3.60409419901049,1.0,0.20291959483895852,Iris-setosa
+82,5.623829523364732,2.895919294004969,3.741114193031323,1.291009097126255,Iris-versicolor
+83,6.506371781714228,3.1854854139265685,5.091115447470923,1.9890891555941275,Iris-virginica
+84,4.92267283770954,3.102556531867289,1.5223077832563103,0.10000010949269074,Iris-setosa
+85,5.686653576262312,3.0,4.264569180395404,1.303234556475646,Iris-versicolor
+86,7.576273064106557,3.0,6.501882226416045,2.143490116022376,Iris-virginica
+87,4.865570985048597,3.0,1.4276004370087125,0.1,Iris-setosa
+88,4.3,3.0,1.1089243802673248,0.10000011650184575,Iris-setosa
+89,5.680418515144456,3.0,4.495809053629275,1.528844445248142,Iris-versicolor
+90,6.018740000099097,2.195664795976115,4.9584150538873155,1.5108846559882967,Iris-virginica
+91,6.179138018789492,3.4029100744821497,5.437532499351458,2.3190263989731443,Iris-virginica
+92,5.0030185283457875,2.0,3.1660086155948197,1.0133980061224332,Iris-versicolor
+93,4.578671495810235,3.6127044572525593,1.0,0.1941468462643723,Iris-setosa
+94,6.081715320397982,2.927248922076386,4.630570465714709,1.4798241863351127,Iris-versicolor
+95,5.029997925924147,3.4110499305220614,1.7560719786205918,0.37402620423202687,Iris-setosa
+96,6.24512530512804,2.181385157605422,4.5260952319118,1.5001181007249933,Iris-versicolor
+97,7.69423021170713,2.6161580752717106,6.9,2.3061909564709655,Iris-virginica
+98,6.072691739566532,2.8633366893118875,4.711610188314694,1.3356481796018629,Iris-versicolor
+99,7.605524884077257,3.0,6.584378074710936,2.088028626121507,Iris-virginica
+100,4.907107675518126,3.13291824006767,1.5083146938811716,0.1,Iris-setosa
+101,5.093729329125327,3.772804348559406,1.614870406379454,0.2005941460592999,Iris-setosa
+102,5.182056735681468,3.396279003462192,1.4013473346328438,0.1960384146804609,Iris-setosa
+103,6.032786626058387,3.364143183327322,4.570117531592313,1.601056145180705,Iris-versicolor
+104,6.433885821197519,3.1821099328252345,5.25133167620292,2.2655900414352788,Iris-virginica
+105,6.493307756745503,3.0,5.7765550692110095,2.2123267350966205,Iris-virginica
+106,4.4006224343493585,2.9000618086799252,1.3739796039983283,0.20020285101708968,Iris-setosa
+107,4.806508997719697,3.0,1.4069837274655819,0.1,Iris-setosa
+108,5.450778902496537,2.517576211065667,3.991631900691795,1.3165190363508459,Iris-versicolor
+109,5.994005857846302,3.3907958759307375,4.501734505673156,1.6012056471016136,Iris-versicolor
+110,5.72555900792759,2.967814409363978,4.1266264421291625,1.2172881130632796,Iris-versicolor
+111,7.533795281242417,3.0,6.577238094718046,2.1185340717521286,Iris-virginica
+112,6.957004023174067,3.1167263123494706,5.179120717612783,2.2982035924925044,Iris-virginica
+113,4.58935589568506,3.206300839335748,1.392858905639368,0.19577379466583633,Iris-setosa
+114,5.012776378427055,3.587370298212182,1.395752893433894,0.20274737162285367,Iris-setosa
+115,5.163362547940731,2.6778135460250563,3.8791766550195868,1.3950781776978893,Iris-versicolor
+116,4.812851822190501,3.3987233115822657,1.8878197364007643,0.20047460502564554,Iris-setosa
+117,4.3,3.0,1.0888808614937076,0.1,Iris-setosa
+118,6.935343602048508,3.144185402580787,5.474743802625128,2.306735525862152,Iris-virginica
+119,5.80646981260287,2.8007151988268784,5.087598166403298,2.4089029216162867,Iris-virginica
diff --git a/iris/tab_ddpm/7_0/14/test.csv b/iris/tab_ddpm/7_0/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/14/train.csv b/iris/tab_ddpm/7_0/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/14/val.csv b/iris/tab_ddpm/7_0/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/15/synth.csv b/iris/tab_ddpm/7_0/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6858cb2eb3101271f325ccbc6255e41eb8bc2f7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.721326218628641,2.793553086982162,4.5021788878095155,1.2922557612748442,Iris-versicolor
+1,5.8679475439530275,2.868900691061784,4.41370300920512,1.4456964869029036,Iris-versicolor
+2,5.594965214261049,3.0,4.490798674338445,1.5086163792191687,Iris-versicolor
+3,4.998329676675814,2.0,3.6041808963158815,0.9127957432494754,Iris-versicolor
+4,4.3,3.0,1.0896142257108368,0.1,Iris-setosa
+5,4.99019361256469,2.0,3.587566375669997,1.0346387140263038,Iris-versicolor
+6,5.976206103382184,2.914464809726948,4.530116742605425,1.5100180301530655,Iris-versicolor
+7,6.186315999360282,2.2012604300603766,4.488167164208092,1.4963122126298645,Iris-versicolor
+8,6.882263349025181,3.114007102350115,5.159599744799899,2.2886724075291713,Iris-virginica
+9,7.6947889532855624,2.5881338514160137,6.9,2.2965770543713964,Iris-virginica
+10,5.471997573087667,3.0,4.506870144290461,1.511560289187043,Iris-versicolor
+11,6.4632207123018395,3.1922127809329734,5.090149199154806,2.057389715278016,Iris-virginica
+12,4.3,3.0,1.0932272321647014,0.1,Iris-setosa
+13,7.684694144100518,3.0,6.150809932338419,2.261634189210637,Iris-virginica
+14,7.899998773106024,3.7650165410839835,6.42030832890504,1.9767671894991157,Iris-virginica
+15,4.999194939956393,3.644345118498242,1.3821178989380951,0.201776259867176,Iris-setosa
+16,4.993904584905646,2.0,3.447934654006629,0.9137261618387535,Iris-versicolor
+17,5.633829966333668,2.902007439541503,3.626811697668803,1.3115892325543799,Iris-versicolor
+18,6.135240305179611,2.598343269964281,5.604557803759674,1.4244268841815322,Iris-virginica
+19,4.861613800040823,3.0,1.449605218396208,0.10000010058792544,Iris-setosa
+20,5.68367141250607,3.7843832226523797,1.8704940892419697,0.37276504435067775,Iris-setosa
+21,5.8449498101068755,3.1631020345399388,4.753026955550228,1.739521696138578,Iris-versicolor
+22,5.663938271845169,2.540017286733481,3.925592498186948,1.0992169342466285,Iris-versicolor
+23,7.9,3.7898253034100433,6.412149906431921,2.0111202361108407,Iris-virginica
+24,6.292714441388604,2.6735206021193676,4.901182877946588,1.7851681292947348,Iris-virginica
+25,5.999165476561498,2.185319460384753,3.912254442224265,1.0257826627012467,Iris-versicolor
+26,4.591551032368947,3.1136337934063945,1.4975969163116796,0.19742436046802997,Iris-setosa
+27,5.887188146396692,3.178138445718467,4.808489451722077,1.7922305726344367,Iris-versicolor
+28,6.309351827106873,3.393377192181439,5.5920064832395475,2.3946061873227773,Iris-virginica
+29,5.878076441145077,3.205432053422241,4.751345254187818,1.8111831189261793,Iris-versicolor
+30,6.701607657593366,3.0,4.989938197152665,1.6820088678021645,Iris-versicolor
+31,4.604216901585269,3.077469786661502,1.4975138690444925,0.2057955078280674,Iris-setosa
+32,5.3945446639346475,3.9220209204651377,1.2753110481315597,0.39571856266324973,Iris-setosa
+33,4.884034411139134,3.100480256997315,1.4804438021103068,0.10000014888504484,Iris-setosa
+34,6.698028638775578,2.481487353519386,5.793455422069846,1.8173976336208475,Iris-virginica
+35,4.5904409034715234,3.585710117297854,1.0000004868862178,0.19690326527782015,Iris-setosa
+36,4.791121855935351,3.0,1.3893343242928096,0.1,Iris-setosa
+37,7.217117487911882,3.1952767415674193,6.0474455204456135,1.793500145356333,Iris-virginica
+38,5.1758928010446175,2.6862688690191683,3.908724061182874,1.424339097765822,Iris-versicolor
+39,7.194059110665622,3.1884978806649746,5.979419082958481,1.8124680672066087,Iris-virginica
+40,4.601809876270611,3.1135518178578345,1.47913730552505,0.2010550293442399,Iris-setosa
+41,4.988898888390297,2.0,3.7134129872453143,1.017987857588483,Iris-versicolor
+42,6.173378992201473,3.3329588352023793,4.658198405699721,1.6016899689947692,Iris-versicolor
+43,7.712979117998239,2.6142851391595117,6.899998999744227,2.289259225092447,Iris-virginica
+44,6.702090120428295,2.5053533977377773,5.8658494117618005,1.8088481483465695,Iris-virginica
+45,7.67858893752899,2.5877274056223123,6.89999861314666,2.299003916080073,Iris-virginica
+46,5.944023813083521,2.8434758511390656,4.568414499079509,1.3380301675709858,Iris-versicolor
+47,6.206847733516765,3.4009757227980897,5.42926228733199,2.30488751206198,Iris-virginica
+48,6.627826800385049,3.1789270507000955,5.2823187521459385,2.2564796449408906,Iris-virginica
+49,4.987122212445476,2.0,3.5717625407199276,0.9558676165674266,Iris-versicolor
+50,7.685003554558248,2.614181747855278,6.8999990173606705,2.30302274856465,Iris-virginica
+51,5.598351886751904,2.4866174178906713,3.942012337903299,1.151623436842866,Iris-versicolor
+52,5.225402194952866,3.4013414692104242,1.39382913151054,0.19996815556686034,Iris-setosa
+53,7.700149048463212,2.6043001059862454,6.9,2.3047696041235,Iris-virginica
+54,5.487670625299777,4.2,1.387752440408773,0.19711503627978633,Iris-setosa
+55,4.300000801455112,3.0,1.1024768895690844,0.10000010633816131,Iris-setosa
+56,6.703891202091106,3.1186107517300936,4.700323189678778,1.502271046431135,Iris-versicolor
+57,4.903821976777481,3.0864415410121184,1.5012516093294626,0.10000010549174493,Iris-setosa
+58,6.160626252390201,2.2167136293050693,4.49586125671297,1.4788965944254369,Iris-versicolor
+59,5.796374802511743,2.796915376451896,5.099153894977898,2.4030217476752282,Iris-virginica
+60,5.7829352901562165,2.6960440512027484,4.108650478313743,1.0110743455994904,Iris-versicolor
+61,4.901253509557409,3.103329819533623,1.509373889253488,0.10000010867312958,Iris-setosa
+62,5.813239333150756,2.7120463299225586,5.098755977458222,1.9076143972058581,Iris-virginica
+63,6.851757412445218,3.1776127011339685,5.809032665244784,2.304078253247932,Iris-virginica
+64,5.807932076954977,2.6918394389315154,5.116234152693525,1.9085281710855648,Iris-virginica
+65,6.484245033362436,3.153701052614778,5.067892273574559,2.0051685189701427,Iris-virginica
+66,7.708870669136361,3.0,6.1249276225640035,2.284850871807916,Iris-virginica
+67,7.673500462687527,2.580609851547243,6.899998897246952,2.2803354503226854,Iris-virginica
+68,5.014017896552865,3.0,1.7060728759902208,0.19786786443048265,Iris-setosa
+69,6.014498022179353,3.3872667694796266,4.554741183538762,1.612184112875509,Iris-versicolor
+70,6.597874729294859,3.0,4.3758511521478125,1.3983425293903433,Iris-versicolor
+71,6.1317803012126015,2.8285142471166598,4.746189494719748,1.2739319428929035,Iris-versicolor
+72,6.226995377540391,3.400366722540782,5.453860312705495,2.3135658444985125,Iris-virginica
+73,5.551495207225729,2.451831936304244,3.891867194127701,1.1714742410125472,Iris-versicolor
+74,6.897609400933479,3.1887553338963217,5.677968066818927,2.3038188080406607,Iris-virginica
+75,6.880972355110594,3.2081980031565966,5.779805391793015,2.299870816124893,Iris-virginica
+76,4.401351728612174,3.212530565417032,1.307381677510037,0.20385475689750387,Iris-setosa
+77,5.026419234043635,2.0000005887093377,3.6048346371961038,1.0349994909136786,Iris-versicolor
+78,7.572771188851158,3.0,6.589077138906931,2.1172130334332264,Iris-virginica
+79,6.697813065387994,3.0627421784446835,4.71565992848008,1.5307817136391495,Iris-versicolor
+80,6.606318697508102,3.0,4.47447743265846,1.4246813541533088,Iris-versicolor
+81,6.720291877750638,2.4930318089050245,5.8238591702384666,1.811436505800267,Iris-virginica
+82,6.83208699282861,3.123452423078282,5.126354606343968,2.2904122927304247,Iris-virginica
+83,4.997586641169887,2.0,3.190520708049121,0.9670139412143006,Iris-versicolor
+84,5.47128412430335,3.0,4.512752995806669,1.505729927165336,Iris-versicolor
+85,6.308518461298139,3.397859403514704,5.611056020401612,2.389510454976253,Iris-virginica
+86,6.213910120693904,3.397308140029762,5.383038316486164,2.30394463174017,Iris-virginica
+87,5.461642919365536,4.199999129024109,1.3746269135752094,0.19805963539803942,Iris-setosa
+88,7.709068754548973,2.8032342688172047,6.701145543377795,2.0082045923814484,Iris-virginica
+89,6.060969902487205,2.8970044792586385,4.605797814213352,1.485764982127249,Iris-versicolor
+90,6.6931081554187,3.0,4.992341641783351,1.690692358459473,Iris-versicolor
+91,6.502669067851281,3.0,5.7974172999467735,2.1855335322852274,Iris-virginica
+92,5.418308649784801,3.915551621484844,1.30251462518027,0.40692643780246895,Iris-setosa
+93,6.466816359054652,3.2162030938033124,5.10085149942007,2.0976533278485467,Iris-virginica
+94,4.613042944914779,3.6478090097106115,1.000000494620635,0.20247080774962697,Iris-setosa
+95,5.492882409634794,4.19999921199345,1.4123588823143054,0.1996819761801536,Iris-setosa
+96,4.817085878503284,3.3943095015826907,1.5786354872163644,0.20398903966073276,Iris-setosa
+97,6.095014755038526,2.235822152300323,4.332723971088803,1.3805907488563682,Iris-versicolor
+98,5.49655455207075,4.199999241489225,1.3922480529920727,0.20160266192485352,Iris-setosa
+99,4.412500996268169,3.1094382329464016,1.3513304343498047,0.20118410403391307,Iris-setosa
+100,6.285386857508722,2.733967775155742,4.898883686618292,1.7863871308885448,Iris-virginica
+101,5.763857171272845,2.7903836344879114,4.047587351997984,1.1297043354884915,Iris-versicolor
+102,6.24944355659388,2.197962037161736,4.497325949262407,1.4962848041651817,Iris-versicolor
+103,5.515907174061397,3.0,4.462996631636242,1.4882202673200502,Iris-versicolor
+104,5.488588267755649,4.199999155610703,1.3953407163320366,0.1933107733729219,Iris-setosa
+105,6.534399062510035,2.8044746579894175,4.638145939617587,1.5067764372476278,Iris-versicolor
+106,6.784335804309988,3.1992031079459227,5.809628144589694,2.305287469088052,Iris-virginica
+107,4.582825822856215,3.6646994124032237,1.0,0.20209311174304673,Iris-setosa
+108,5.78417325957721,2.7775192054601474,4.284738489804456,1.1628254019617017,Iris-versicolor
+109,6.789590987805354,3.1961228220911546,5.874163991131758,2.3028498165589983,Iris-virginica
+110,6.565026937731421,2.787841778129712,4.61240527014596,1.4703907754642127,Iris-versicolor
+111,5.786170237311298,2.80650265007411,5.0870791568650215,2.4010054357542896,Iris-virginica
+112,7.653819954391302,2.807401298327855,6.686007694766419,2.0443432998583724,Iris-virginica
+113,6.0042711180653985,3.4040524200284845,4.518601222637584,1.6055585672491812,Iris-versicolor
+114,5.621984575369457,2.4972078754863003,4.0059256290731104,1.0653916694600287,Iris-versicolor
+115,4.976073865712904,2.0,3.3837700321217463,0.9679315764374956,Iris-versicolor
+116,6.967468220971423,3.0789221593318015,5.131406738684687,2.302129639906964,Iris-virginica
+117,6.100836612538306,2.597324172528923,5.631748553021048,1.391576691825786,Iris-virginica
+118,5.040780539564754,3.3925819790574874,1.6012444800736623,0.45993881267067216,Iris-setosa
+119,4.796496519994072,3.0,1.4064118847294869,0.31392172291272347,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/15/test.csv b/iris/tab_ddpm/7_0/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/15/train.csv b/iris/tab_ddpm/7_0/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/15/val.csv b/iris/tab_ddpm/7_0/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/16/synth.csv b/iris/tab_ddpm/7_0/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d2d9ccde631cbaab000340492f6b7b1603dd5b1
--- /dev/null
+++ b/iris/tab_ddpm/7_0/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.402140346207276,2.916234817395346,1.3867805481415834,0.1966876843947241,Iris-setosa
+1,5.480869212814994,3.0,4.485206703322872,1.5124567128040545,Iris-versicolor
+2,6.860214544760485,3.208029586449136,5.780848953906233,2.3025491707324908,Iris-virginica
+3,6.4994129620144285,2.9623063846319213,4.442316731893143,1.438678138641487,Iris-versicolor
+4,6.491010501438121,3.164479654034624,5.11554267886124,2.0004557152250677,Iris-virginica
+5,5.783257361362902,2.698626339120509,5.112515238770919,1.899906430490459,Iris-virginica
+6,6.677730738486871,3.1084361897303747,4.709977360185073,1.502467804723858,Iris-versicolor
+7,5.940151240837926,2.175226811963007,3.984590055954339,0.9958593472603656,Iris-versicolor
+8,4.587546880469801,3.633686117918697,1.0,0.20871311155018277,Iris-setosa
+9,5.103886144183966,3.4587985035131448,1.3820075456648946,0.20348028436453847,Iris-setosa
+10,5.188727970551732,2.5132463954868722,3.3446866609305985,1.1420748701591927,Iris-versicolor
+11,6.2105200996242615,2.7913964168659304,4.803269175547052,1.7843254233039034,Iris-virginica
+12,5.828215095123886,2.7105538248932683,5.080448876133616,1.8967429902894106,Iris-virginica
+13,5.47597652773069,3.0,4.48852684665863,1.4862894922173229,Iris-versicolor
+14,5.158029157060738,2.4435566000076334,3.04452133425242,1.056913304030047,Iris-versicolor
+15,4.826842643968173,3.4021559656926548,1.6328585352057883,0.20031373544575684,Iris-setosa
+16,5.606885878771246,2.9062654398365027,3.5784017519182862,1.2717160691204017,Iris-versicolor
+17,5.783320409462104,2.703802070545806,5.096614664774326,1.8971004163946252,Iris-virginica
+18,5.618214151398462,2.8955535375636217,3.78999639204474,1.2933583425727524,Iris-versicolor
+19,4.765080381580487,3.3943550219870677,1.5972931748165684,0.19769476785686613,Iris-setosa
+20,5.5586723471659445,2.441258453379378,3.756997443897054,1.058053290032462,Iris-versicolor
+21,5.000098965443539,2.0,3.6161321369626807,0.9541751667016458,Iris-versicolor
+22,4.988637779138439,3.39927857898536,1.594028624801205,0.4265024014379728,Iris-setosa
+23,5.825246656223532,2.6973972450820014,5.119396998409519,1.889716787775681,Iris-virginica
+24,4.300000592755141,3.0,1.1009598446111204,0.1,Iris-setosa
+25,5.456837122619642,2.529919045541144,3.923518449040826,1.3033854166310492,Iris-versicolor
+26,4.8102353909339355,3.4000930426173412,1.675521975240898,0.20016281701663335,Iris-setosa
+27,6.612893313086513,3.0,4.397174245835523,1.402575765460952,Iris-versicolor
+28,4.6181965996097505,3.101006992285984,1.4920856058714664,0.19467448064247805,Iris-setosa
+29,6.432196543677482,3.159678946299604,5.210189853236481,2.1531799397975973,Iris-virginica
+30,6.399483094024564,3.2014940424526857,5.290758738748815,2.3051748926583504,Iris-virginica
+31,4.785353124577993,3.3989506007290258,1.82068357269968,0.20444528461865394,Iris-setosa
+32,4.300000459950994,3.0,1.0979660215165168,0.10000009073097658,Iris-setosa
+33,6.793499697845519,3.200139674128846,5.8461501735847765,2.2847178834999875,Iris-virginica
+34,6.456859822828007,3.186381523713156,5.09527274569671,1.9809121404125871,Iris-virginica
+35,5.748088793133928,2.7977764765919555,4.273254453669287,1.147513851627871,Iris-versicolor
+36,6.25520334062953,2.7122722230688265,4.889726735007197,1.7777895030345303,Iris-virginica
+37,4.585465430908122,3.599081473613419,1.000000394767964,0.19842808233006304,Iris-setosa
+38,4.300001091972307,3.0,1.1033712029135805,0.10000013486740823,Iris-setosa
+39,5.271734251679099,2.633313393801063,3.963815706858336,1.3840746384937557,Iris-versicolor
+40,5.498325032810772,2.491413163410202,3.999952057383457,1.2962416439012876,Iris-versicolor
+41,5.63653627734081,2.87440561737582,3.7717267420399354,1.2906336120620738,Iris-versicolor
+42,6.289707757435782,2.719427292124311,4.9208177432862374,1.8228769716899562,Iris-virginica
+43,6.285850656736437,3.3979953024221095,5.605656336614815,2.3974201794938788,Iris-virginica
+44,7.9,3.7061389367587574,6.429750280328456,2.054660807306728,Iris-virginica
+45,6.101789243048185,3.3335973299421386,4.688214826302673,1.647849055886476,Iris-versicolor
+46,7.89999866540427,3.802896641236164,6.479810249574886,1.9780524207350845,Iris-virginica
+47,4.3,3.0,1.098693258279544,0.1,Iris-setosa
+48,5.519677386032431,2.476069999476929,4.014689901123307,1.2950973199405362,Iris-versicolor
+49,5.11376215687646,3.2954455474423625,1.7294328547172275,0.5260021993614675,Iris-setosa
+50,7.669735222669268,2.595132092617897,6.9,2.2646567623651674,Iris-virginica
+51,6.211309588698679,2.792489426632475,4.799903989553383,1.7863406483878,Iris-virginica
+52,4.6038453840992455,3.1385364753388263,1.448945665457549,0.1986999353260921,Iris-setosa
+53,6.199180847090361,2.8020975499318674,4.809475257567018,1.7919699497863097,Iris-virginica
+54,5.547245397295169,2.4740708248802252,3.796342737822621,1.049785877546361,Iris-versicolor
+55,6.71096291055535,3.0,5.016906691639252,1.7163100581764448,Iris-versicolor
+56,5.7900614175573075,2.7942627711352346,4.519334907479,1.2854441616719332,Iris-versicolor
+57,5.010712659343887,2.0000008405180214,3.622357480912599,0.9587909115175639,Iris-versicolor
+58,7.606926209700936,3.0,6.5894746772388215,2.1091166952496616,Iris-virginica
+59,6.18054319567403,3.3947887821783573,5.403494751222011,2.2962039051824763,Iris-virginica
+60,6.5415653015636765,3.1223316784963,5.401299309380716,2.2184282419167403,Iris-virginica
+61,4.9594225072092515,2.0,3.3360160235341594,0.9937538307403652,Iris-versicolor
+62,6.502003904611334,3.1999692153783106,5.093173790067122,1.995935257594481,Iris-virginica
+63,5.798926468257867,2.70217522255088,5.096827675180867,1.8930257580624008,Iris-virginica
+64,6.271792493227022,3.3951935836434752,5.5819318421407615,2.403787944408895,Iris-virginica
+65,6.184200589432679,2.2093627237053406,4.510766505299194,1.4692102824998425,Iris-versicolor
+66,5.181894806244465,3.40118535289776,1.4012299629203615,0.19734904372540293,Iris-setosa
+67,6.2815068234750235,3.2961722996183536,4.701220216934645,1.5848498485064337,Iris-versicolor
+68,6.221458832221876,2.805477810028948,4.781151865712932,1.7820686891116464,Iris-virginica
+69,6.18148303914532,2.5927592978416687,5.673297014434951,1.471948138656559,Iris-virginica
+70,4.801401533182272,3.3997972294294847,1.6621908207778036,0.20275056241800815,Iris-setosa
+71,6.195465675489635,3.3243264070966254,6.121178545783802,2.5,Iris-virginica
+72,4.805554983891545,3.4012354173583184,1.9735326665632182,0.1996291384908283,Iris-setosa
+73,5.974347990596255,2.215501210261289,4.007829219446894,1.0426832386595795,Iris-versicolor
+74,5.569279539400142,2.482441473285152,3.9104315288158724,1.1228097714013514,Iris-versicolor
+75,4.300000580075575,3.0,1.1061468478937642,0.10000010617873657,Iris-setosa
+76,5.873600388696008,2.803178436023878,5.100833103797435,2.397297614984458,Iris-virginica
+77,5.179968182690267,3.7354094060820286,1.5875718520079376,0.20962315052265704,Iris-setosa
+78,5.814129200364814,2.7018627263523856,5.102219037798088,1.8997888020442026,Iris-virginica
+79,5.807448854323445,2.699829098385453,5.082860879289888,1.864842783957894,Iris-virginica
+80,5.4866633445372015,2.504695287320479,3.844849540404445,1.1980207814661519,Iris-versicolor
+81,6.531692684697745,2.8191837835007205,4.637251985837506,1.5056943712296784,Iris-versicolor
+82,7.9,3.8430027672839007,6.36615490179875,1.9957523406564364,Iris-virginica
+83,4.618697732376237,3.102572796716544,1.457227270494538,0.21172353402649247,Iris-setosa
+84,4.300000652342764,3.0,1.0994580278284585,0.10000012718898373,Iris-setosa
+85,6.090454508176937,2.821885697096678,4.708029368315396,1.2626231518832174,Iris-versicolor
+86,6.047190560659705,2.915380207228241,4.593370529618863,1.4587548259053211,Iris-versicolor
+87,5.42963438395252,3.4042297336522807,1.5098752918850227,0.43408914204947785,Iris-setosa
+88,5.7889154409593395,2.70192622683536,5.102030786218865,1.928880874628594,Iris-virginica
+89,4.639847098091401,3.5425255515273975,1.000000451086618,0.20237911848856013,Iris-setosa
+90,6.216945151167531,3.330279928913798,4.646963004120078,1.592455796810224,Iris-versicolor
+91,4.5628339389619,3.1566963086335855,1.4177500372746221,0.19913737617284272,Iris-setosa
+92,5.484588991314727,4.2,1.3959333122370137,0.19411711517063837,Iris-setosa
+93,5.693077773544311,3.0,4.213239591748607,1.184482915922136,Iris-versicolor
+94,7.6785469513869815,3.0,6.368524649118346,2.2497117969379308,Iris-virginica
+95,5.986397616466687,3.407932074682634,4.527599243438288,1.620268519724675,Iris-versicolor
+96,6.68219518584642,2.490825167947087,5.765997304307518,1.7945503489499168,Iris-virginica
+97,5.702641883547353,2.809872179739544,4.370976299041023,1.296266680113897,Iris-versicolor
+98,6.025985070635215,2.199707421817245,4.023912194951919,0.8858144806059823,Iris-versicolor
+99,4.6126201541566205,3.207588983787078,1.3938297730846392,0.19980786936366815,Iris-setosa
+100,5.807028843347509,2.688174823743884,5.093477412158985,1.8963105761705608,Iris-virginica
+101,5.599666585282766,2.4537880700017993,3.8336688740229627,1.0934143489239414,Iris-versicolor
+102,6.154234069446948,2.192293705934183,4.425196413123624,1.3964547495982091,Iris-versicolor
+103,4.987961125541366,3.0,1.5987027761647108,0.19662573680260564,Iris-setosa
+104,4.924315446318675,3.110711150331559,1.4801849288781375,0.1,Iris-setosa
+105,6.694801048253317,3.0,4.985510796245904,1.6887213453833472,Iris-versicolor
+106,6.087010250089411,2.8652454717878086,4.701587284476863,1.2980435474704255,Iris-versicolor
+107,5.019760830281386,2.0,3.475143014154316,0.9215204363668882,Iris-versicolor
+108,6.6004238901902355,3.0,4.385526121371702,1.4067563430886265,Iris-versicolor
+109,6.112661717567962,2.8323893263233075,4.724911076236274,1.3060502808591887,Iris-versicolor
+110,6.091753353044367,2.5971080143770697,5.6256389148335995,1.4177904573164986,Iris-virginica
+111,5.629070953054317,2.764915509665937,4.441380004818544,1.2712027729625066,Iris-versicolor
+112,7.6749116019491606,2.601654056419657,6.9,2.2993247889161212,Iris-virginica
+113,6.180876354231465,3.4046009777888275,5.476813509223259,2.316002543128755,Iris-virginica
+114,4.402286481908169,2.918160359580344,1.4073481208498173,0.19701370772113563,Iris-setosa
+115,5.401581407570484,3.4015295243185197,1.5264737580151375,0.436285405234874,Iris-setosa
+116,5.471360658566347,2.508660915045975,3.9342323908349406,1.2611127741377464,Iris-versicolor
+117,6.893376043208969,3.195131238668452,5.848247693847118,2.288728807798174,Iris-virginica
+118,5.189714205642425,2.7127656814076233,3.901574434986755,1.3988060422015232,Iris-versicolor
+119,6.138280170398678,2.8764364813711927,4.554454556862265,1.4745486584183742,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/16/test.csv b/iris/tab_ddpm/7_0/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/16/train.csv b/iris/tab_ddpm/7_0/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/16/val.csv b/iris/tab_ddpm/7_0/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/17/synth.csv b/iris/tab_ddpm/7_0/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f820af9eba0ff4ad99293c0c1b3a1a79bcd81ded
--- /dev/null
+++ b/iris/tab_ddpm/7_0/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1752513167725285,2.5093991684517567,3.4842977175547305,1.1490467561913171,Iris-versicolor
+1,6.685738382365924,3.1050740467525757,4.728544540109637,1.4974381879058916,Iris-versicolor
+2,4.997595434190455,3.4036130459975524,1.5995375779757899,0.39233150917863824,Iris-setosa
+3,5.151250496359881,3.4840587777304983,1.4238395193148812,0.20338067553275938,Iris-setosa
+4,7.180366260689994,3.197840619235914,5.985281860757047,1.8381958955076443,Iris-virginica
+5,4.598592138253882,3.6081143972490475,1.0000005917589694,0.19940105386444734,Iris-setosa
+6,5.515354379740042,2.414222915976182,3.703900921277817,1.0120430695596334,Iris-versicolor
+7,5.771682245527261,2.704473184422208,5.099723330164967,1.9110762070010585,Iris-virginica
+8,5.011307121005031,3.3852678478516163,1.6612713813105757,0.42017937817823603,Iris-setosa
+9,6.495211736969388,3.0,5.784659336084162,2.187560727464765,Iris-virginica
+10,6.108510854186074,2.6026252119644626,5.624782028580181,1.4064342534593248,Iris-virginica
+11,6.288196423178688,3.288597997143082,6.073157201547162,2.499999813376074,Iris-virginica
+12,6.479361746369829,3.241944751186809,4.719127978654344,1.5612576068866753,Iris-versicolor
+13,6.523272335630811,3.199228338194523,5.099687418715675,1.965923263240398,Iris-virginica
+14,7.1680014149188445,3.2099524782749786,5.971799520043246,1.8200578989611376,Iris-virginica
+15,4.5814916358804645,3.1279444896319086,1.4799991450239065,0.20094165769350383,Iris-setosa
+16,6.187198524086733,2.781620868608487,4.849389273696738,1.8075986499300287,Iris-virginica
+17,5.780548644108511,2.79517828540646,5.095953997385564,2.4073606320703766,Iris-virginica
+18,5.512092200671309,4.2,1.412906841499615,0.20389184479246408,Iris-setosa
+19,5.20961914521249,2.707286368032712,3.8920091201630287,1.4039483845180623,Iris-versicolor
+20,7.710201829984844,2.6100871202004745,6.899998518272227,2.3017384247262065,Iris-virginica
+21,5.814436250452447,2.808157716182977,5.1091623456929645,2.400544056686172,Iris-virginica
+22,4.992300956093233,3.3987410726292397,1.5964220256345023,0.4349076116364578,Iris-setosa
+23,4.59312053320709,3.624922719599266,1.0,0.19964049803691442,Iris-setosa
+24,5.483943141903588,4.199998954997844,1.3993319618157485,0.19995302689297634,Iris-setosa
+25,5.810399667994646,2.8090096253402224,5.0987423266194885,2.392725098687985,Iris-virginica
+26,5.040513970914336,3.519903184416609,1.4055764229471706,0.20427188370282398,Iris-setosa
+27,5.199877244245191,3.399685279970147,1.406388927374355,0.19814436871038252,Iris-setosa
+28,5.970214154604759,3.3999799502443206,4.459371018874299,1.5762370620141035,Iris-versicolor
+29,5.796866256415934,2.814535158420122,4.556187776083199,1.344450684698786,Iris-versicolor
+30,5.664299525936068,3.778268823444035,1.6083900264456557,0.31902837818125485,Iris-setosa
+31,6.673763846007414,3.0,5.01505517225828,1.6877568484476815,Iris-versicolor
+32,5.206646841734956,3.4015244729621603,1.4063335008211868,0.2017150075156851,Iris-setosa
+33,5.651983238571244,2.9232163186071274,3.861740163480947,1.303747355522166,Iris-versicolor
+34,4.612617624695398,3.206461034895916,1.4035025631933038,0.19926119373343565,Iris-setosa
+35,5.5425292781490425,3.0,4.521395380614127,1.500914655337476,Iris-versicolor
+36,5.687810251751062,3.7827674766194863,1.5921199999989604,0.2738120136309889,Iris-setosa
+37,6.698298117509371,3.116523108470252,4.703121274549284,1.5061685551626747,Iris-versicolor
+38,6.256531141870059,3.312650696593917,4.656431282352327,1.5837138693109105,Iris-versicolor
+39,6.013475198316134,2.930779967188302,4.561440555908273,1.4887136572128492,Iris-versicolor
+40,6.810858370383731,3.2066666235511656,5.712785575414516,2.3049424648195975,Iris-virginica
+41,5.086607120450249,3.2821089262758747,1.8004887237616383,0.435277419941227,Iris-setosa
+42,7.741802284868772,2.577165498080285,6.9,2.317972951161343,Iris-virginica
+43,5.085749684724722,3.7780904972700955,1.561854183443171,0.20054257981930018,Iris-setosa
+44,5.010153438982588,3.0,1.5987424952104539,0.2007626286810847,Iris-setosa
+45,7.595234918524007,3.0,6.620023438750053,2.0713360991182954,Iris-virginica
+46,4.782301827417579,3.400728603479681,1.5867075608047594,0.19882241831407127,Iris-setosa
+47,6.086909214491077,2.8957336358458186,4.699604303110016,1.3687599936106203,Iris-versicolor
+48,4.884889539156745,3.081434304106115,1.4894329162196676,0.1,Iris-setosa
+49,4.599726823353125,3.5591606075687916,1.00000039018823,0.20042707259433698,Iris-setosa
+50,6.690949968149849,3.0942068198795343,4.670966789311509,1.5061216400283979,Iris-versicolor
+51,6.003263200914248,2.193267302498535,4.989469339906139,1.5068837125731935,Iris-virginica
+52,5.237245723556234,2.4674992599617096,3.293876339406479,1.0671244233636787,Iris-versicolor
+53,5.788295789875825,2.66299079923666,3.9886356845423823,0.91359323052814,Iris-versicolor
+54,5.491705336321908,4.2,1.4100574149799379,0.19588935519469636,Iris-setosa
+55,5.842889408632696,2.9441883439381966,4.499823291026097,1.5003355104996725,Iris-versicolor
+56,4.631736478914885,3.592412451803057,1.0000003895016942,0.20554135836084844,Iris-setosa
+57,5.050486464359462,3.5521908880574196,1.4091314394923158,0.19971265251896342,Iris-setosa
+58,5.524123628843557,3.0,4.498350792981466,1.473937246558672,Iris-versicolor
+59,6.587546677935381,2.913417184158762,4.718951328768259,1.5602534550506209,Iris-versicolor
+60,6.681437462465409,3.0228390563110987,4.583936552576224,1.4893415071627532,Iris-versicolor
+61,6.047749859102146,2.9112214979542705,4.607441322421374,1.4499808573943889,Iris-versicolor
+62,5.340320268866928,2.5539123435498645,3.8895562928772938,1.2868879693003947,Iris-versicolor
+63,4.986696779144206,2.0,3.569000171441159,1.016402396022295,Iris-versicolor
+64,4.7970934936513245,3.0,1.4008078417766567,0.37070631707991025,Iris-setosa
+65,5.685806517819269,3.7757466273645086,1.6225952992865889,0.30611120769443556,Iris-setosa
+66,5.677975986126911,2.334610571718233,3.8684379519709897,1.1007500166713262,Iris-versicolor
+67,4.3000005062089475,3.0,1.1027094043742025,0.1,Iris-setosa
+68,6.857445194584153,3.153588410861497,5.232458828732316,2.3005573198669684,Iris-virginica
+69,4.791406728917176,3.0,1.4090677056790024,0.36831912465346145,Iris-setosa
+70,6.199756535837953,2.797843146894085,4.825306736553856,1.8008746756030878,Iris-virginica
+71,5.127165472911195,3.489623316189405,1.4008815924098779,0.203773737439234,Iris-setosa
+72,6.190860454473244,3.394197795798118,5.47310494098429,2.3047738885058253,Iris-virginica
+73,5.859435484573551,3.1684662957169905,4.775806508222399,1.7461871245112224,Iris-versicolor
+74,5.0038179420139866,2.0,3.555967674353047,1.016921743061978,Iris-versicolor
+75,5.029685096285331,2.000000558361006,3.5112460268829393,0.882087636853397,Iris-versicolor
+76,4.827812144349118,3.0,1.4000390951689705,0.2721668468781948,Iris-setosa
+77,4.463459010330138,2.943066940033331,1.4136578490654996,0.21131296736621433,Iris-setosa
+78,6.496709728088374,3.0,5.800817494743583,2.179957339993539,Iris-virginica
+79,5.547344850845778,3.0,4.4636140243516325,1.4904010969023211,Iris-versicolor
+80,7.2013191474011515,3.2041630705964406,5.953144782020922,1.7947847035256577,Iris-virginica
+81,5.412612180666325,3.0,4.491115764694067,1.4993233976410412,Iris-versicolor
+82,5.971922860237743,2.192050772115501,4.980962150156363,1.4945785901208146,Iris-virginica
+83,5.877298429459435,3.191126784307896,4.815397952864579,1.779672206599641,Iris-versicolor
+84,5.102257447630692,3.300121610241122,1.6269952125850695,0.46547933149163334,Iris-setosa
+85,5.992810678161649,2.207809586507296,5.03691121656356,1.5168522799188147,Iris-virginica
+86,5.402133924386565,3.0,4.4605552831629405,1.4983297361940087,Iris-versicolor
+87,6.088644585326353,2.9169906999299986,4.693139334971847,1.409732551551368,Iris-versicolor
+88,7.21975011203717,3.164552744470822,6.076960017922834,1.8188877829181456,Iris-virginica
+89,7.7035217024381595,2.8085735786488732,6.696538763412062,1.9869231862875596,Iris-virginica
+90,4.39735237318788,3.2072325151671706,1.3209135720299232,0.20137586958984546,Iris-setosa
+91,4.822174014588543,3.396393582709232,1.738364414258685,0.1996837077030848,Iris-setosa
+92,5.677474606622155,2.887605845330303,4.133000957662683,1.2806286059088383,Iris-versicolor
+93,6.840119212431197,3.0888290460899386,5.081418586944889,2.2961451048387524,Iris-virginica
+94,4.9863911555925124,3.0,1.5914426849628172,0.19938953594173725,Iris-setosa
+95,4.806266892709781,3.4041088721184884,1.5997751299213803,0.20201629518150774,Iris-setosa
+96,6.343873962526922,2.668715845923251,4.905591670846852,1.785289393755945,Iris-virginica
+97,6.487631610017028,2.7994223739253,4.611483446368232,1.4871741184923593,Iris-versicolor
+98,5.508722797020288,2.501807580566396,4.002768521101055,1.3024655891566876,Iris-versicolor
+99,6.304546949112054,2.6569455158993334,4.936087383566132,1.8167520692484207,Iris-virginica
+100,5.7921361255941015,2.8076291302796417,5.134864816034373,2.4035713401984906,Iris-virginica
+101,6.122218875628117,2.599931065753964,5.626253099331947,1.3986494921217203,Iris-virginica
+102,5.523784503578194,4.199998774037272,1.3900583760711316,0.204211027534594,Iris-setosa
+103,7.712732066087262,2.780614458665024,6.71696375604251,2.0047058091057877,Iris-virginica
+104,6.404729847708075,3.201426320860582,5.350484460243727,2.305844258953429,Iris-virginica
+105,6.301756167137043,3.311979789454904,5.965868665952943,2.5,Iris-virginica
+106,5.47195534295613,3.0,4.525942235902453,1.5146951800642663,Iris-versicolor
+107,7.89999901492199,3.8189135426378193,6.391852450315059,2.04106147704864,Iris-virginica
+108,5.239490900986962,2.713515976272343,3.978577009076316,1.4083349180702822,Iris-versicolor
+109,5.174019387807685,2.4911528607065914,3.440032331621876,1.1657761249054688,Iris-versicolor
+110,6.001759898547257,2.1884544775049335,4.996569202260041,1.4941966529382387,Iris-virginica
+111,4.38906980821199,3.2050535845137205,1.2947176502778257,0.19829568479043108,Iris-setosa
+112,6.808159834306677,3.2038244672330127,5.79464911605485,2.306783848987724,Iris-virginica
+113,5.4350983937837904,3.0,4.507571720077271,1.503053914501393,Iris-versicolor
+114,5.879036428249783,3.1838581319515216,4.80813261664859,1.783661705512969,Iris-versicolor
+115,5.348913149672186,3.3990897094815073,1.5257056747714308,0.412490809810968,Iris-setosa
+116,5.787806412861368,2.706549366465777,5.092702624730407,1.8903928938192014,Iris-virginica
+117,5.755236970242777,3.0,4.243368411613122,1.31392365641104,Iris-versicolor
+118,6.326145668977748,3.300110722665401,5.999315355311831,2.5,Iris-virginica
+119,6.02850710799657,3.391811496295016,4.507039303288546,1.5812735725583353,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/17/test.csv b/iris/tab_ddpm/7_0/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/17/train.csv b/iris/tab_ddpm/7_0/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/17/val.csv b/iris/tab_ddpm/7_0/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/18/synth.csv b/iris/tab_ddpm/7_0/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3787b83562fc6c6d4a2e09513f81924103243c5c
--- /dev/null
+++ b/iris/tab_ddpm/7_0/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7895958479669782,6.365703324183721,2.0147551826091616,Iris-virginica
+1,4.606087440215338,3.1701553234591238,1.4071182917842513,0.19840460254869385,Iris-setosa
+2,5.204377641833126,2.706327209402514,3.9537125517061886,1.3924063002474272,Iris-versicolor
+3,6.713535201035827,3.082732870176578,4.6877101828851355,1.4754106917170435,Iris-versicolor
+4,5.235235004220987,2.5038252360039004,3.4927287635051547,1.1283692081333625,Iris-versicolor
+5,4.599875773127442,3.1911838562515036,1.3802795741015264,0.20189462598020164,Iris-setosa
+6,5.689282116829854,3.819559094308452,1.635728794382052,0.2776061336842766,Iris-setosa
+7,4.300000493599864,3.0,1.1096655248502907,0.10000009525560348,Iris-setosa
+8,4.620806901720095,3.21677422885779,1.4046725282683232,0.1994268698023134,Iris-setosa
+9,7.005635545027182,3.1943651825765276,5.840139370418982,2.1365165130825035,Iris-virginica
+10,6.860354544001559,3.211570904063451,5.709088263726928,2.3033279835087384,Iris-virginica
+11,5.202771802446243,3.4007663302232016,1.4004267725341613,0.20562444292877785,Iris-setosa
+12,7.899998634047694,3.7966530776144563,6.350103433480661,1.9959285720107827,Iris-virginica
+13,5.674930932221904,3.0,4.2046908909053,1.220947334841044,Iris-versicolor
+14,5.746171424839989,2.296191925792718,3.9164113278077397,1.0955388338864247,Iris-versicolor
+15,5.801311376772883,2.7091621725482797,5.09789446681044,1.946682355560475,Iris-virginica
+16,7.707760601928695,2.8198736609608037,6.713923185996713,1.9741780934229651,Iris-virginica
+17,6.460564926833255,2.812567854392341,4.542215096750892,1.4882945246091834,Iris-versicolor
+18,6.286598901409707,3.397519625819731,5.582989744083825,2.3918419214028326,Iris-virginica
+19,6.994991145103335,3.1633702566407518,5.7017245424578045,2.3147557313272875,Iris-virginica
+20,6.288965375286779,2.4634198679402597,4.990580790607854,1.8736060693167933,Iris-virginica
+21,6.2883830947647805,3.4026964201378362,5.552739847932899,2.376627845810409,Iris-virginica
+22,6.324498449795886,3.291555960434155,5.951223724766437,2.499999759194946,Iris-virginica
+23,5.423598946543198,3.9016912637699273,1.2978128542143876,0.3974607774625264,Iris-setosa
+24,5.524207829016044,2.4425421140454224,3.739947433287716,1.0033768770358658,Iris-versicolor
+25,6.633566065758649,3.0,4.44732246324113,1.4276281524916594,Iris-versicolor
+26,5.089267422517136,3.2895913776265666,1.6193551083209436,0.48474019031228666,Iris-setosa
+27,4.803544111980898,3.4018641727965697,1.7178535300969169,0.20113138938706268,Iris-setosa
+28,6.4076244878275395,3.070773184370079,5.488212553042953,2.242144773075397,Iris-virginica
+29,7.6938005817611534,2.8366471920012875,6.6989560098655545,2.01675399850285,Iris-virginica
+30,6.315891993156433,3.401824078854239,5.576920082787114,2.397019712776649,Iris-virginica
+31,6.268780239956477,3.313388853883668,6.06588007085989,2.5,Iris-virginica
+32,5.906474286797056,3.195687716104329,4.79715782595712,1.798825393483511,Iris-versicolor
+33,6.629506418118007,2.8013527573880745,4.682321729706972,1.4802269320875585,Iris-versicolor
+34,5.685695852750836,3.0,4.222331772924599,1.2152084149481714,Iris-versicolor
+35,5.55725795675351,2.501355936831036,3.9686075680297317,1.184146310346752,Iris-versicolor
+36,6.227306222546071,3.4002760911931094,5.430819626585374,2.339726452799469,Iris-virginica
+37,5.035267022152879,2.0000004626441856,3.5919454184696344,0.9679068575159184,Iris-versicolor
+38,4.802191504572321,3.3998036242729843,1.9005990036060985,0.20061154012185836,Iris-setosa
+39,5.191758210247474,2.6995023389002686,3.9066435720915536,1.391652741610264,Iris-versicolor
+40,4.611345113908715,3.1168205081468754,1.500105236502926,0.1996189753084057,Iris-setosa
+41,6.209440260756474,2.8988519936924573,5.043348400696233,1.9807633523179866,Iris-virginica
+42,6.330859147304823,3.392135782127386,5.605082838761704,2.3927472056175225,Iris-virginica
+43,4.633355630469474,3.227397662157068,1.4075948573496073,0.19676292291047348,Iris-setosa
+44,7.198139894757012,3.210349811277575,5.975449634856155,1.8051302997850933,Iris-virginica
+45,4.806377091270296,3.3986649196941072,1.725931886942708,0.19858626903923943,Iris-setosa
+46,5.748687779888137,2.799431315965874,4.241407899331445,1.087840838581612,Iris-versicolor
+47,4.769608032567617,3.0,1.4011200201421594,0.273799069007308,Iris-setosa
+48,4.609144856269916,3.1032033318604952,1.5084652807682473,0.2004896247151357,Iris-setosa
+49,6.381430293117549,3.266783444572232,4.714333895795901,1.5926773431093637,Iris-versicolor
+50,6.215013815995726,2.2077981297464904,4.524913958029164,1.4861871380435296,Iris-versicolor
+51,4.99111686656383,3.0,1.594195561234959,0.19979182583144323,Iris-setosa
+52,5.020165529170795,3.4012156966723817,1.7581977096942139,0.39787038697326693,Iris-setosa
+53,4.613349036479859,3.6010040822425653,1.0,0.20267837935488595,Iris-setosa
+54,4.9529487172839675,2.0,3.514468603961873,1.0194127600288736,Iris-versicolor
+55,5.5858378856453035,2.9061388511506028,3.595601261303507,1.3025301761471824,Iris-versicolor
+56,6.798995926000778,2.8083687684909133,4.793924645670007,1.4042249462669834,Iris-versicolor
+57,5.963902683836082,2.8878118087051825,4.463342520753492,1.4912141530447525,Iris-versicolor
+58,4.596273423815049,3.6511647043560584,1.0,0.19788756060769577,Iris-setosa
+59,4.991844075063288,3.6600438248994527,1.4129459994048512,0.19978765681615662,Iris-setosa
+60,6.7823152480161575,2.8902700012900038,4.852690691624427,1.4831339345050667,Iris-versicolor
+61,6.108544296453301,2.889362967074889,4.702566938982261,1.3715149460557483,Iris-versicolor
+62,5.225323501911004,3.4013409058410082,1.401275495778025,0.1990692778219154,Iris-setosa
+63,7.709819523440692,2.60317165530985,6.899999008232559,2.300788553094232,Iris-virginica
+64,6.009231033120848,2.1855530302465853,3.9997543695410047,0.9855798268148903,Iris-versicolor
+65,4.3,3.0,1.104808103538846,0.10000009652414345,Iris-setosa
+66,4.405976925256853,2.9140954543065267,1.4001839079110694,0.2017063910963421,Iris-setosa
+67,6.591006428305283,3.0,4.412820840004069,1.4193803468430177,Iris-versicolor
+68,6.828000894106652,3.1741844211469576,5.847295326335488,2.302760586318461,Iris-virginica
+69,5.6781675010906,3.8040122718554654,1.5938156138278174,0.2952529075424098,Iris-setosa
+70,6.329797810451538,2.6761932525886114,4.918072667213375,1.7981304930357023,Iris-virginica
+71,6.695446368927786,3.0,4.999786144152429,1.7029817798982323,Iris-versicolor
+72,6.667374480275026,2.4930856042628564,5.824317803509239,1.758855214575305,Iris-virginica
+73,6.528357951626835,2.8311328122328185,4.634513625962407,1.504451474894116,Iris-versicolor
+74,5.791994931980386,2.7164685128659154,5.095681777661534,1.9176702898542923,Iris-virginica
+75,7.684900028306885,2.804543465437837,6.697517862188463,1.9906234771890359,Iris-virginica
+76,6.891559622290604,3.1982042461822258,5.701554713072632,2.295730217392845,Iris-virginica
+77,7.684566834808451,2.8321637018525117,6.685302774174671,2.0377994068986287,Iris-virginica
+78,5.371972303071585,3.3971344918738673,1.4644279204425106,0.28269514968521087,Iris-setosa
+79,6.485765496929477,3.1787945339769026,5.083471533326255,1.9711929834368522,Iris-virginica
+80,6.007161015203684,2.1964524577460787,4.046630912530623,0.9693602047440484,Iris-versicolor
+81,4.300000756072796,3.0,1.0837212061032873,0.10000010002346296,Iris-setosa
+82,6.384253721399944,3.2046099396416183,5.294168253892364,2.296184424692788,Iris-virginica
+83,6.703281317605497,2.4893101632925285,5.92777547299397,1.8064344099583844,Iris-virginica
+84,5.489531191916553,2.503401158436936,4.017727122418848,1.3019530160696078,Iris-versicolor
+85,4.937779148089078,2.0,3.6033184772895157,0.9622431028776829,Iris-versicolor
+86,4.617487213701708,3.6394002787760753,1.0,0.19311676499502417,Iris-setosa
+87,6.388584855221637,3.204088280287909,5.293941191821698,2.3092484915139435,Iris-virginica
+88,6.289359226267248,3.3774434972128695,5.479023657672236,2.2850647521630547,Iris-virginica
+89,4.838594293724675,3.020606721929825,1.4634052610908552,0.1,Iris-setosa
+90,5.6185262793964785,2.5303963601084876,3.9147637275117115,1.0843591144888425,Iris-versicolor
+91,5.78156635667776,2.7166796892579366,4.135055006555096,1.040703597953259,Iris-versicolor
+92,5.14945085152651,3.409051635929489,1.4052962434319909,0.19712025089034213,Iris-setosa
+93,4.3000010121987104,3.0,1.1032164272881222,0.1000001161036438,Iris-setosa
+94,5.678971078589943,2.9512206291927345,4.300800492297974,1.3443068909790346,Iris-versicolor
+95,5.2457449389587225,2.5189755018821733,3.6041636474914953,1.1677037399230812,Iris-versicolor
+96,5.77592832760993,2.694144930790069,4.070514774222523,0.9470734905178114,Iris-versicolor
+97,4.8104390408278155,3.0,1.3973156456878826,0.10000009034690929,Iris-setosa
+98,5.701604019648003,3.0,4.179713620210322,1.1966485865185426,Iris-versicolor
+99,4.388549863590865,2.878111588297297,1.37870839521379,0.1948337228695729,Iris-setosa
+100,4.880182172870649,3.099149579336209,1.4762422802339858,0.10000010583862787,Iris-setosa
+101,6.011341981621845,2.2160767703098885,4.985795586278765,1.5049312502969414,Iris-virginica
+102,5.766530336203103,2.7858254192296736,5.090168301090831,2.3929931563275457,Iris-virginica
+103,5.778389051133004,2.698146576893313,5.099351871983886,1.9001231358320558,Iris-virginica
+104,6.389837317038823,3.191076752593364,5.31077535624949,2.2989332188862788,Iris-virginica
+105,5.765505583291225,2.68937135629211,4.0974077118680645,0.9777402421813037,Iris-versicolor
+106,5.666981080874274,3.0,4.1204386471488395,1.210768531418344,Iris-versicolor
+107,6.2077130050534235,2.7974335454354353,4.838973812998913,1.8238194523460676,Iris-virginica
+108,5.482504224132234,3.49672851253063,1.5310338046798748,0.39561604269709433,Iris-setosa
+109,7.717587546490707,3.0,6.138952397786001,2.3092507373454865,Iris-virginica
+110,4.3,3.0,1.0964344771524743,0.1,Iris-setosa
+111,6.101590295405199,2.595858203337046,5.596457082349448,1.4064234410498029,Iris-virginica
+112,4.806194261032466,3.0,1.4001814484347883,0.1,Iris-setosa
+113,5.788945568389917,2.7154077276290343,5.09580290412085,1.911990366996558,Iris-virginica
+114,6.6847793327206775,2.468215527296404,5.756007911836138,1.7740071809192188,Iris-virginica
+115,5.803474092990443,2.7028011592854027,5.098862214873385,1.900171432012054,Iris-virginica
+116,5.833850983834406,2.7159282130404674,4.221716750185193,1.0309254932635443,Iris-versicolor
+117,4.581910353495915,3.1101197976921733,1.4714024131343384,0.20018048160900986,Iris-setosa
+118,7.692044271462078,2.5845918054350463,6.9,2.305189360805645,Iris-virginica
+119,5.0834182765561104,3.4470476480307184,1.3981884583855162,0.19719039338904942,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/18/test.csv b/iris/tab_ddpm/7_0/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/18/train.csv b/iris/tab_ddpm/7_0/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/18/val.csv b/iris/tab_ddpm/7_0/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/19/synth.csv b/iris/tab_ddpm/7_0/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7daa1d7d4469cdaeb009cd40a43718f3199db8c8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.127248672332529,2.597599449055212,5.609467352019425,1.387233200204486,Iris-virginica
+1,5.413356605605923,3.915464345041208,1.2770439161478946,0.41042827544278304,Iris-setosa
+2,6.697340596186038,2.476749659042947,5.782172241363967,1.7837266265769989,Iris-virginica
+3,6.39143073839071,3.1892083928009414,5.289201571900872,2.2690806043346177,Iris-virginica
+4,6.247822041372626,3.3221526649489657,6.018691925331827,2.5,Iris-virginica
+5,6.8457646429011465,3.1839192249541717,5.532942025088123,2.3028030421458556,Iris-virginica
+6,4.598670103201588,3.0788912741325634,1.514489129531077,0.20111373298587168,Iris-setosa
+7,6.272677896557241,2.7219258976558143,4.867249642482991,1.8041864537814134,Iris-virginica
+8,6.78656646180356,2.806613878749711,4.830867482910071,1.4125982891584865,Iris-versicolor
+9,6.305318966139463,2.4934155131166715,5.022126193266464,1.8961173804208569,Iris-virginica
+10,4.899066482027734,3.0817369265499495,1.508681296735539,0.10000010089988869,Iris-setosa
+11,6.016876099475944,3.3972842219916677,4.487246359768156,1.603389434688911,Iris-versicolor
+12,5.833062355806173,2.839700572351235,4.490393557361264,1.3835748994675785,Iris-versicolor
+13,6.7167011005530615,3.0,4.994572410725481,1.6882519518032981,Iris-versicolor
+14,7.712010939173002,2.7841268422758696,6.7674926075922555,2.0383284260516046,Iris-virginica
+15,4.300000472432296,3.0,1.099113486020108,0.10000009445422335,Iris-setosa
+16,6.113883690940753,2.9008942598211425,4.695338560307675,1.4212876168706814,Iris-versicolor
+17,5.748469435228291,2.697677957723893,5.099132768300144,1.8976676913345432,Iris-virginica
+18,6.586326902319451,3.0,4.430808375434429,1.4092217803179454,Iris-versicolor
+19,5.81376458288293,2.6966447428713534,5.0909615892841105,1.899614814881195,Iris-virginica
+20,5.778738484255942,2.706267428183802,5.115733849537189,1.8965509703329841,Iris-virginica
+21,6.093215688484962,2.593972275768792,5.625876468195525,1.402662408094307,Iris-virginica
+22,5.5230402543043295,4.199999150584962,1.4119553728204566,0.20034527206315328,Iris-setosa
+23,4.6083160170468815,3.1861857133433418,1.4044329661836898,0.19777818082874093,Iris-setosa
+24,7.688181372081039,2.8188930528176273,6.702151360724257,1.9818112623839832,Iris-virginica
+25,6.356548505535947,2.5165912203838805,5.026970419999952,1.877355602241236,Iris-virginica
+26,5.794031689249096,2.8058443614053052,5.085758085619089,2.3992415654226504,Iris-virginica
+27,5.712233425778984,2.9170191337493834,4.1951436438336955,1.2730532883436407,Iris-versicolor
+28,5.836097062343314,2.70232806353711,4.081593893816925,1.0176964548606833,Iris-versicolor
+29,6.2937481261400166,3.3112300783743933,6.005415055635565,2.5,Iris-virginica
+30,6.192461119576081,3.401424918857581,5.423505067938602,2.348097131946224,Iris-virginica
+31,7.661517988189582,2.607379705053279,6.899998917557555,2.2826767697043095,Iris-virginica
+32,6.299527305173924,2.510712272407662,4.996049057126722,1.8937917938940019,Iris-virginica
+33,4.594288738070363,3.607351805266595,1.0,0.19997655015590973,Iris-setosa
+34,6.9287440337522455,3.1902547669748462,5.619720794946943,2.3022812414908125,Iris-virginica
+35,5.108307492837909,2.502920537898973,3.016964048265345,1.089695964040403,Iris-versicolor
+36,6.809142909853164,3.1685859213344236,5.486906462233182,2.3124069937939993,Iris-virginica
+37,5.0426576430543335,3.559311254380601,1.4009062964438688,0.20034537338721872,Iris-setosa
+38,6.421251500964148,3.1869520794670754,5.346151200025316,2.2928613787292944,Iris-virginica
+39,5.7030889457923495,3.7734351130688957,1.6630935215695142,0.2767199479821596,Iris-setosa
+40,5.6844570685241695,2.7972926761512618,4.50807977709788,1.314427661350079,Iris-versicolor
+41,6.271960484384173,3.3967539082081,5.625804043204485,2.395458029748407,Iris-virginica
+42,4.607882732661692,3.1801936235434543,1.4175258101560528,0.199567499576081,Iris-setosa
+43,5.9225772403019095,3.2024362827338697,4.793898638332766,1.7938588484189133,Iris-versicolor
+44,5.6347049757843175,3.0,4.518402634017091,1.51154889496645,Iris-versicolor
+45,4.300000527554104,3.0,1.1042547868391448,0.10000009917271364,Iris-setosa
+46,5.1104023959674665,3.2973272795631363,1.7631939492208857,0.4250106507544885,Iris-setosa
+47,5.215085159375233,3.403440868900539,1.4020631894813245,0.19750441198057206,Iris-setosa
+48,4.611528867430687,3.183184223962487,1.4214618457171309,0.2011552093958723,Iris-setosa
+49,5.828028419408586,2.750037145279249,4.148107156637452,1.0482489309646046,Iris-versicolor
+50,6.313940170814705,3.3150066072936673,5.947108564621741,2.5,Iris-virginica
+51,6.875418119312385,3.0614955962861825,5.134081960986291,2.271752849017224,Iris-virginica
+52,5.378171892451803,3.3898399669478416,1.5193521348454837,0.4483266035219324,Iris-setosa
+53,5.530014638740788,3.0,4.493522373571377,1.490990939112272,Iris-versicolor
+54,6.803176869971767,2.7947018238368884,4.834309714470012,1.4058621803041351,Iris-versicolor
+55,6.013538728986222,2.2160146261293345,5.0061655061813415,1.4979484472188846,Iris-virginica
+56,4.402987730724881,3.0,1.3548862717441341,0.19926320498891237,Iris-setosa
+57,5.718299048147737,2.9506940344413004,4.271086412093394,1.3137041759882966,Iris-versicolor
+58,5.505520015814677,2.5010992131824468,4.0195128559966555,1.3207756111955484,Iris-versicolor
+59,4.784609906155839,3.393391901317828,1.8666846608554777,0.1976038654362573,Iris-setosa
+60,6.427852594344986,2.8232876515486858,4.609236779765368,1.4396536744104234,Iris-versicolor
+61,7.9,3.8311212282976252,6.436128478274838,2.0433747209575794,Iris-virginica
+62,6.2004921286360055,3.337036368689665,4.68029668773105,1.6026272479809294,Iris-versicolor
+63,5.150358421070851,3.4046650780414116,1.3939292110575623,0.19910891267930253,Iris-setosa
+64,6.513170307080132,3.0,5.8065804076545025,2.216416646382336,Iris-virginica
+65,7.714968964912702,3.0,6.145562038242775,2.3077259518655757,Iris-virginica
+66,5.10779579035724,2.466886941285804,3.0106198652453715,1.0643423269059598,Iris-versicolor
+67,5.110902954916225,3.407321219427324,1.4025718787313457,0.19935353565134825,Iris-setosa
+68,6.673169645217328,3.0,4.985235482902357,1.7097522600775281,Iris-versicolor
+69,6.0084569176158755,2.8960566465671884,4.590968261651247,1.4669162336539723,Iris-versicolor
+70,6.4316773253717185,3.1994824372583657,5.269219096977313,2.2938915580901416,Iris-virginica
+71,6.1090957510874455,2.5816342702589297,5.0375102231237285,1.8897000309999266,Iris-virginica
+72,5.991251062853158,3.4025099785880117,4.5240825592057785,1.5960655859544521,Iris-versicolor
+73,7.6268814288125215,3.0,6.6274829010344325,2.0945418912559894,Iris-virginica
+74,6.7181179448422546,2.5006009400678644,5.771392620886645,1.8020719274409138,Iris-virginica
+75,5.113951224974572,2.513367172528363,3.1286948909893892,1.1421377026261534,Iris-versicolor
+76,5.705152157748208,3.0,4.22596157101817,1.2067486068547093,Iris-versicolor
+77,7.202369144669235,3.143638390301259,6.023625183288268,1.8027716566444119,Iris-virginica
+78,5.623791819089883,3.0,4.251868249436262,1.3119056730458016,Iris-versicolor
+79,5.726528843250868,2.859706844696962,4.281688754328518,1.2952469103092137,Iris-versicolor
+80,6.409256165740014,3.161390792863612,5.315480871643843,2.2733552816717344,Iris-virginica
+81,6.333350611382872,3.2841566280097427,4.711668767799814,1.6003878015836055,Iris-versicolor
+82,4.81714675654378,3.0,1.419089687880507,0.10000010259826154,Iris-setosa
+83,5.063539657984352,2.482009563446564,2.8275997217620317,1.0683396574070567,Iris-versicolor
+84,5.747629815147371,2.841669419980283,4.500170069852268,1.318585777040869,Iris-versicolor
+85,4.607751129052322,3.5945194440058206,1.0000004391843849,0.20088030651101255,Iris-setosa
+86,4.979161076462194,3.4093419184044795,1.713077447410452,0.2769744557666525,Iris-setosa
+87,5.811166942363625,2.8146976536649206,5.130465113717509,2.4009731539610373,Iris-virginica
+88,5.707822120645375,3.0,4.469142024057506,1.527481211104351,Iris-versicolor
+89,5.6124395078732245,2.487149188613771,3.9177082791035946,1.0976229777209336,Iris-versicolor
+90,6.3148199165683705,3.39871392541832,5.604583097143294,2.401580826004401,Iris-virginica
+91,4.9810813666759834,3.0,1.5957384975721873,0.20171425615537447,Iris-setosa
+92,5.479770176317775,3.0,4.51541993901329,1.4887527743487645,Iris-versicolor
+93,5.533069739454083,2.4705429626130115,3.970401605192333,1.2630538403198808,Iris-versicolor
+94,6.312796157814654,3.4025392918804376,5.582474515612415,2.401791021803098,Iris-virginica
+95,4.986713276036287,2.000000610684844,3.3261367602066674,0.9637527090247838,Iris-versicolor
+96,5.768849278384704,2.7067162444435495,5.100525342262237,1.8989934064032699,Iris-virginica
+97,4.3,3.0,1.0988343657362172,0.1,Iris-setosa
+98,5.993108176082176,2.2043053545392355,3.9772062826121184,1.018471998455042,Iris-versicolor
+99,4.3000005011850995,3.0,1.1078946578005873,0.10000010261925453,Iris-setosa
+100,5.065390820610537,3.569958230432347,1.3977739480038167,0.19916195358288313,Iris-setosa
+101,5.287177562110753,2.745579265002404,4.0741632390778175,1.420492478202064,Iris-versicolor
+102,5.096628443421467,3.8289222370511853,1.7783321215947907,0.20034682833847628,Iris-setosa
+103,6.006594502369897,2.2328687056673524,5.018571256521348,1.479410726803899,Iris-virginica
+104,4.300000823390827,3.0,1.1029852503834454,0.10000013174068165,Iris-setosa
+105,5.992554210328951,3.403766100728178,4.454121295676548,1.594846072555341,Iris-versicolor
+106,5.384465504791925,3.4015394572836684,1.501974753494939,0.39855449511908425,Iris-setosa
+107,7.600567827681101,3.0,6.591347791106816,2.07865318702287,Iris-virginica
+108,6.09996038150989,2.5922518441557343,5.617176296778743,1.3992127869422106,Iris-virginica
+109,5.498104489529172,2.4443604139924417,3.7324675022653384,1.0529521527722971,Iris-versicolor
+110,4.300000698773577,3.0,1.0933719523442702,0.10000011160126357,Iris-setosa
+111,4.79155228433251,3.400589224256611,1.6469913911882799,0.1991929972483389,Iris-setosa
+112,6.852615294516417,3.1937450389874265,5.971265257424332,2.2917825865458106,Iris-virginica
+113,6.212897305427581,2.2007389932326107,4.478924792910229,1.4987086902016873,Iris-versicolor
+114,5.015218843969113,3.6035777417129724,1.3931427211442087,0.19999327992441662,Iris-setosa
+115,7.9,3.7796532045233087,6.42044267338716,2.0111499013804237,Iris-virginica
+116,6.4977903493360705,3.0,5.79994950539693,2.202609436483519,Iris-virginica
+117,6.68608331456233,2.4910277546348594,5.798831764992985,1.7898914987058676,Iris-virginica
+118,4.4058674856723785,3.2032456830140155,1.3086988139438471,0.1987704214201293,Iris-setosa
+119,4.7887130487793765,3.0,1.3979330882628687,0.27759425839572416,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/19/test.csv b/iris/tab_ddpm/7_0/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/19/train.csv b/iris/tab_ddpm/7_0/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/19/val.csv b/iris/tab_ddpm/7_0/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/2/synth.csv b/iris/tab_ddpm/7_0/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29f81234091d1224c0fe35531d532577989c23e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.013762811720159,2.2151033581482964,4.982176463420176,1.5198651076358498,Iris-virginica
+1,4.601264970103625,3.6609902633234492,1.0000003936954618,0.20267962102006845,Iris-setosa
+2,6.134411760400832,2.5977299758258936,5.612002699069231,1.4101046953661944,Iris-virginica
+3,6.860535819064207,2.79224982223179,4.799704552949186,1.388419068453047,Iris-versicolor
+4,6.282344418847792,3.397124510163635,5.626310803926215,2.382244245677482,Iris-virginica
+5,5.044553620728764,2.0000007076195536,3.577300273083525,1.0151524381688404,Iris-versicolor
+6,4.996782432777411,3.0,1.6058105848613962,0.1968381307154578,Iris-setosa
+7,4.794015808296553,3.394214070409583,1.5935375919602113,0.19774281037842006,Iris-setosa
+8,6.303965928926912,3.2964526888950365,5.9754750001064565,2.4999997881863067,Iris-virginica
+9,5.9828056641088,2.9052869097970624,4.570792071455861,1.483929395402614,Iris-versicolor
+10,5.54400364069449,4.199998838880677,1.4076839082651957,0.20333328312730053,Iris-setosa
+11,6.588914248944004,3.0,5.81035346619458,2.1999068418364294,Iris-virginica
+12,5.6749342481847025,2.985851112398802,3.897334498481803,1.2747073967988698,Iris-versicolor
+13,6.509015306472799,3.132567882584728,5.255060759119182,2.1041171782063275,Iris-virginica
+14,5.799270236738047,2.700972008498128,5.083167117112584,1.9084463773634606,Iris-virginica
+15,5.72120247292678,2.8888179817625503,4.206856246869964,1.3007886081363709,Iris-versicolor
+16,6.0802347819328535,2.5860385785544278,5.607851484936694,1.4049112569937259,Iris-virginica
+17,5.221180298668615,3.39915552168469,1.399615755473631,0.19704890825700438,Iris-setosa
+18,7.728686079799351,2.606040159705878,6.9,2.3039273762946086,Iris-virginica
+19,5.072975812200844,3.321658722441701,1.7148993373894261,0.4912911348217624,Iris-setosa
+20,7.731485208090007,2.600787825685521,6.9,2.303923234120012,Iris-virginica
+21,5.7885618114171145,2.70437216269841,5.084531162472604,1.9113904198178595,Iris-virginica
+22,6.016505953670453,2.1957460132484306,4.992278166846387,1.5108579816227663,Iris-virginica
+23,7.9,3.777124751032744,6.391892203846107,2.033082737148756,Iris-virginica
+24,5.510748121591716,2.5123480595087235,3.8836940357865997,1.1900600414012477,Iris-versicolor
+25,4.8170495666185005,3.410003849665097,1.896309002214504,0.20300466402765358,Iris-setosa
+26,7.704712477468191,2.8132159327022523,6.691344631743699,2.042945894581312,Iris-virginica
+27,4.3,3.0,1.1100359134142168,0.1,Iris-setosa
+28,4.807409314400342,3.3999246498982667,1.7822544886305949,0.2035520753912477,Iris-setosa
+29,5.49681938365642,3.0,4.511699743851844,1.4980210680738355,Iris-versicolor
+30,4.435410432480158,3.2074789817478746,1.3232645062368311,0.1912561073088903,Iris-setosa
+31,4.395404323184056,3.198259128593396,1.2887053637416117,0.19912493709477305,Iris-setosa
+32,6.001994589773142,2.199414623244627,4.024198284351244,0.9582029216927919,Iris-versicolor
+33,5.186257867295378,2.7111249297648934,3.9172297371369065,1.3980669852343013,Iris-versicolor
+34,7.7020221027598295,2.586068184705818,6.9,2.2913135839937526,Iris-virginica
+35,5.102494702853823,2.00000172698999,3.596952956985879,1.0428585275432518,Iris-versicolor
+36,5.473972258657726,2.418279224361944,3.6716197422803263,1.0281628390945967,Iris-versicolor
+37,7.89999901505905,3.8067576379648287,6.38583105279607,2.028452767062768,Iris-virginica
+38,6.684475961982362,3.0872037017633427,4.649914983264496,1.4643638603534777,Iris-versicolor
+39,5.102238043269203,3.321605472885657,1.598168124125251,0.44958554348080293,Iris-setosa
+40,5.686610268680713,2.9696787402198943,4.284999507204287,1.3527172634004365,Iris-versicolor
+41,5.49906531746962,4.2,1.4030394614151938,0.19803800032107727,Iris-setosa
+42,7.674201379800761,3.0,6.065390262266048,2.2742101282598304,Iris-virginica
+43,6.682705374852283,3.1137852359373754,4.708997583232119,1.497579805174733,Iris-versicolor
+44,5.610585877360138,2.892121445078922,3.6591062248991846,1.305482340689877,Iris-versicolor
+45,5.133375416263673,2.507374791634715,3.310499259240917,1.1448900162156914,Iris-versicolor
+46,6.031062539865724,2.8763532321681096,4.638605037107021,1.4384733868425867,Iris-versicolor
+47,5.6662368393500016,3.0,4.500476034335012,1.5289099356594986,Iris-versicolor
+48,6.285112634114512,3.3982425223083723,5.61949365377383,2.3944835116364334,Iris-virginica
+49,4.781523103337138,3.0,1.402872818085666,0.2811428004564509,Iris-setosa
+50,5.785187121819133,2.874682305708882,4.264070213918863,1.3906986919593955,Iris-versicolor
+51,5.394756556353285,3.9033537114482466,1.2900174873291061,0.33076200521491633,Iris-setosa
+52,4.795365459178361,3.404952812060757,1.6652120325907465,0.20176536773524803,Iris-setosa
+53,6.022268177711779,2.910654389310905,4.539267454937704,1.500872354613512,Iris-versicolor
+54,5.018408446678015,3.0,1.5914104366236288,0.19784495248346823,Iris-setosa
+55,6.49197785482789,3.0,5.80758941147632,2.1955756489095357,Iris-virginica
+56,5.126017986994131,3.2969798365366842,1.69187904066764,0.4591552781558136,Iris-setosa
+57,5.791366261668139,2.708165830398108,4.1443466804975175,1.0406521970411458,Iris-versicolor
+58,5.2092004486123535,2.710725126362787,3.908867060216038,1.401925984920413,Iris-versicolor
+59,6.79357296002729,3.217041330553186,5.839608334145914,2.3090519585376765,Iris-virginica
+60,6.786145128464948,3.1970506961976835,5.888866782262067,2.296639172003296,Iris-virginica
+61,5.660780499255262,3.0,4.53607475399929,1.5237478034159742,Iris-versicolor
+62,6.339272036339583,3.2837720403178814,4.704951358461432,1.5914925222475813,Iris-versicolor
+63,6.702113266943941,3.0,5.005676023450157,1.7003123621241714,Iris-versicolor
+64,4.888110373293418,3.0552852125991015,1.486062233251189,0.10000013009987689,Iris-setosa
+65,4.77555693404353,3.0,1.4054612840229437,0.2934742449171685,Iris-setosa
+66,5.494224764123923,3.0,4.489677170516993,1.4894237399727297,Iris-versicolor
+67,4.974025221111377,2.0,3.597801559922997,1.0608497958052894,Iris-versicolor
+68,5.897376941850752,3.1972516427734026,4.815782280165898,1.7703241029840902,Iris-versicolor
+69,6.85325384416263,3.2023905101599555,5.684955937408146,2.3064438662318536,Iris-virginica
+70,4.3,3.0,1.0975852248165243,0.1,Iris-setosa
+71,5.997253671787012,3.3972055530329843,4.477306807057845,1.6038338279688613,Iris-versicolor
+72,6.246935267866287,2.7647699461721102,4.8235887466307865,1.8031293033435882,Iris-virginica
+73,5.602758459264195,2.892270427067192,3.5526563149239356,1.2999455798513637,Iris-versicolor
+74,6.534083020775101,3.197712113938979,5.082393603133885,2.0545932631340325,Iris-virginica
+75,5.787658831615386,2.6793862031589857,5.113672554885352,1.8962764688125329,Iris-virginica
+76,5.168474527710739,2.6301357692742116,3.7886651139664,1.3402685118437823,Iris-versicolor
+77,5.22197533372175,2.631176700848326,3.8041444008099736,1.3623337794682304,Iris-versicolor
+78,4.3,3.0,1.0936136830716572,0.1,Iris-setosa
+79,6.29473005670377,2.5209176093051693,4.994308833912018,1.8806999789585426,Iris-virginica
+80,5.01527838264302,2.0000006402694503,3.444269939795941,0.9884819266566152,Iris-versicolor
+81,6.67388700953406,3.0,5.003105654962478,1.6839983695070502,Iris-versicolor
+82,4.40390806087379,2.907611277192605,1.3999729380471553,0.20221480521558335,Iris-setosa
+83,5.998581007822365,2.1924462788931516,3.9951378982361185,1.0189804675865692,Iris-versicolor
+84,4.405922186563498,3.192520782354654,1.2867667171988555,0.2010766381940777,Iris-setosa
+85,6.41930189780318,3.175413982085856,5.3265460989465545,2.3018401144307568,Iris-virginica
+86,5.378283616202425,3.0,4.4967443620168694,1.5054411740947258,Iris-versicolor
+87,5.247580301426759,2.715824782787904,3.962339055301295,1.4159365231394363,Iris-versicolor
+88,6.817617030384053,2.801729710048473,4.78721883940373,1.4044888690668502,Iris-versicolor
+89,6.877994810538157,3.203134167711576,5.723494007294139,2.2047060526412454,Iris-virginica
+90,5.548692273723222,2.515736805501536,3.8577971382683596,1.1257477143403456,Iris-versicolor
+91,5.289500160396631,2.5023065206932023,3.7066707158698566,1.1906683612136386,Iris-versicolor
+92,5.2237328200938125,3.3969445740342783,1.3952565954460834,0.20081296038091914,Iris-setosa
+93,5.834323844110086,2.815727678616192,4.566433135654784,1.283737849635072,Iris-versicolor
+94,6.800836743492392,2.8143014494874117,4.76846616331301,1.4021537845588525,Iris-versicolor
+95,6.696945473035478,3.0,4.960633825539204,1.674972291197826,Iris-versicolor
+96,6.6771369267033345,3.0,4.967699706747189,1.6927283361856393,Iris-versicolor
+97,5.985738835736677,2.207356446878237,5.0194738017242,1.4862396253072248,Iris-virginica
+98,4.602552779246091,3.6090288494942215,1.0000004021200235,0.1866560693550851,Iris-setosa
+99,5.586837306614215,2.4655268781825144,3.9079762823067745,1.1296141360267589,Iris-versicolor
+100,5.969901346001318,2.9008641476514057,4.515592660771246,1.4767536426008914,Iris-versicolor
+101,5.592671809329766,2.5011588532090996,3.983440687670888,1.1313767490025557,Iris-versicolor
+102,5.402427103932753,3.0,4.501705568980423,1.4954070803614796,Iris-versicolor
+103,6.678373148146111,3.052334659424001,4.6259642251818835,1.4657722995521776,Iris-versicolor
+104,5.986440717600073,2.7916154770217534,4.612819765542399,1.2127636284222185,Iris-versicolor
+105,5.771064057985773,2.8073194089467997,5.1095647847606225,2.4004698704345104,Iris-virginica
+106,4.300000504153212,3.0,1.1001295661957606,0.1,Iris-setosa
+107,4.838650089194616,3.456331387126812,1.5985858921818403,0.19962721225645258,Iris-setosa
+108,5.801598088894501,2.700948356327309,4.0767841043492545,1.0577250429535825,Iris-versicolor
+109,5.385677766519,3.394727798903751,1.511065079676518,0.4458336199173457,Iris-setosa
+110,5.712780929831557,3.8006607790248923,1.6755478453628336,0.307725077398435,Iris-setosa
+111,7.708747481294804,2.5958463665557314,6.9,2.2946518003836034,Iris-virginica
+112,6.019864686550917,2.915020140398993,4.527373411600846,1.496017825487642,Iris-versicolor
+113,5.501503002974733,2.5314387134338374,4.1058181705531815,1.32256133322099,Iris-versicolor
+114,4.791235031304184,3.0,1.4014474209482621,0.33668832746198585,Iris-setosa
+115,4.3,3.0,1.1003272465684641,0.1,Iris-setosa
+116,5.211188427596784,3.402972565688397,1.4022370601471774,0.2014518499779504,Iris-setosa
+117,6.491507368620656,2.5189706036325994,5.221033419963813,1.8288617017684865,Iris-virginica
+118,7.68909015298969,2.6076013866818393,6.899998892787063,2.303792375502201,Iris-virginica
+119,5.115778822831919,3.7657429873646673,1.6063065450223684,0.20030368768457768,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/2/test.csv b/iris/tab_ddpm/7_0/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/2/train.csv b/iris/tab_ddpm/7_0/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/2/val.csv b/iris/tab_ddpm/7_0/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/20/synth.csv b/iris/tab_ddpm/7_0/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e26ec8407acfaa7ffc8f653e43df13c26c66e919
--- /dev/null
+++ b/iris/tab_ddpm/7_0/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.032778422053107,3.2674214592748148,4.752447356345962,1.7623414075854542,Iris-versicolor
+1,5.47197702186863,3.0,4.49423872352779,1.4958605030286753,Iris-versicolor
+2,6.378277125619477,3.201060023799953,5.3102001560573155,2.283306162611102,Iris-virginica
+3,6.818789145060178,3.2049021945488723,5.804949549340879,2.28738472588293,Iris-virginica
+4,5.229144695520506,2.699815897528561,3.9283020779564604,1.4057880767800777,Iris-versicolor
+5,7.706105856976455,2.6156422537461568,6.9,2.305135912465966,Iris-virginica
+6,5.691860584105767,3.0,4.190204030443384,1.2280690639702274,Iris-versicolor
+7,6.271374367027868,3.314586355832678,5.995513247574402,2.5,Iris-virginica
+8,5.702553012406572,3.0,4.201250410459003,1.2109351602704652,Iris-versicolor
+9,5.118532277647059,3.304253789530184,1.6819744252219295,0.5232501634756132,Iris-setosa
+10,6.220932962988468,3.3981124337195854,5.430373717487366,2.3194634218803722,Iris-virginica
+11,6.518256306692492,3.207103846842157,5.145855561742755,1.9794118722122245,Iris-virginica
+12,4.97937813678578,2.0000005145611484,3.4142099069665344,1.0541166810175455,Iris-versicolor
+13,5.604499751633334,3.0,4.477946281345564,1.50810690615263,Iris-versicolor
+14,6.409275129356302,3.220569428769803,5.307699438011947,2.2472207835466333,Iris-virginica
+15,4.987240521666391,3.0,1.58178030068575,0.20089358398134072,Iris-setosa
+16,6.309865310237848,2.492402727366663,4.983395218251031,1.9064146014846313,Iris-virginica
+17,5.451470029243352,3.0,4.513404523659305,1.5053674864940185,Iris-versicolor
+18,6.7973241457939295,3.199603349479294,5.888960042341981,2.288877779502347,Iris-virginica
+19,6.2851676585571,3.3988535219558753,5.611931042281031,2.39976805981415,Iris-virginica
+20,5.649632028186729,2.9037179712787897,3.799894633089607,1.2965690271454304,Iris-versicolor
+21,5.373785279369341,3.9048345073062127,1.2941391175826045,0.4554028553503167,Iris-setosa
+22,6.020505023221844,2.2021688724617476,3.9901479652868646,0.9805454530073351,Iris-versicolor
+23,4.895431121276074,3.0643835786313525,1.4746275805632922,0.1,Iris-setosa
+24,5.420220682945086,2.4656621244969754,3.703532017823024,1.0328252923390706,Iris-versicolor
+25,6.490750990721263,2.8158026927534654,4.595548663129393,1.5017318415998195,Iris-versicolor
+26,6.394438316737034,3.1941602996373586,5.307428363540325,2.3124693807320136,Iris-virginica
+27,4.784547493595394,3.401074046579056,1.5973164232639359,0.20036827354977932,Iris-setosa
+28,5.147959843282595,3.429110875353223,1.4034736176075548,0.20303851863829112,Iris-setosa
+29,6.2269194600600155,3.375367933574495,5.422960248827415,2.3117742728729596,Iris-virginica
+30,4.997539517832309,2.0,3.438325249555259,0.9677671689459699,Iris-versicolor
+31,6.201553546592622,2.8328589552883385,4.790810543243123,1.804678889940884,Iris-virginica
+32,6.199982607890345,2.191438773792188,4.507719950396027,1.5034673318943819,Iris-versicolor
+33,6.197200793669084,3.396490772972265,5.343815769732171,2.273831513939064,Iris-virginica
+34,7.721254212793688,2.5684882727731586,6.9,2.301385834014874,Iris-virginica
+35,5.098638304831707,3.7953676902443334,1.5934486127685832,0.19903079613182692,Iris-setosa
+36,5.493694657950172,4.199999262912297,1.3815827235906397,0.19552129988695394,Iris-setosa
+37,7.685145980492135,2.594846470561282,6.899998779363736,2.3064936926442083,Iris-virginica
+38,6.539770056627668,3.1896552436095407,5.075421459815366,1.9608978917839095,Iris-virginica
+39,6.312986109148842,3.398772679190568,5.575198240119027,2.4009838423144307,Iris-virginica
+40,6.290547473186105,3.3014693236298394,6.094459640564409,2.5,Iris-virginica
+41,5.619611162640293,2.5098243604753763,3.8990636372571297,1.0916271852922392,Iris-versicolor
+42,6.65905145037958,3.0519294269782278,4.631019844895793,1.4728009930876793,Iris-versicolor
+43,6.605872291800255,3.0,4.518873414702084,1.4219908271360158,Iris-versicolor
+44,6.7933780069306975,2.8073952088495306,4.765290624251949,1.4284761154125527,Iris-versicolor
+45,6.006894251976489,3.4031077578862714,4.522691871442363,1.6063195590349233,Iris-versicolor
+46,4.976096840627253,3.6448929899941334,1.4044287869058165,0.2008498568300667,Iris-setosa
+47,6.316385897719529,3.2945423471743367,5.980129995154268,2.5,Iris-virginica
+48,4.391695021357709,3.2175053423600737,1.300111024652102,0.19587166449243013,Iris-setosa
+49,4.803508749576658,3.0,1.4016890225329033,0.3101400621958827,Iris-setosa
+50,6.493668923696466,3.209773207116414,5.117714134534813,2.010559996524827,Iris-virginica
+51,7.695807679660172,2.607271748662897,6.9,2.304451809816722,Iris-virginica
+52,6.3174984786218,3.3825795263665692,5.585950900289924,2.3922339285340453,Iris-virginica
+53,5.9068288223284515,2.9587966034826274,4.48705247409841,1.5134589299799686,Iris-versicolor
+54,5.780953162251021,2.7005760746889194,5.098123543656258,1.8959975005316667,Iris-virginica
+55,4.788379581944237,3.398321200628147,1.7357741427240563,0.19613184700292807,Iris-setosa
+56,6.111596955374925,2.6044325075750105,5.598338709926251,1.423562631951725,Iris-virginica
+57,5.135264136025002,3.7715437973607515,1.5898266933911103,0.20130866822185176,Iris-setosa
+58,7.651625849664721,3.0,6.607012772346881,2.044236262315229,Iris-virginica
+59,6.303634458323066,3.4007451896606575,5.6081443988813575,2.4002868265797352,Iris-virginica
+60,6.615802823757175,3.0,4.4974503889986766,1.4262031319633985,Iris-versicolor
+61,6.296475212008956,3.300567114404463,6.053401578823519,2.5,Iris-virginica
+62,5.0653089027671205,3.373189626098769,1.593091759839167,0.44719213728320695,Iris-setosa
+63,6.277006239404647,3.3085373316424223,4.716767903798008,1.6128572879363123,Iris-versicolor
+64,6.107491796614721,2.608495145355243,5.542950299200825,1.427885553893822,Iris-virginica
+65,6.093846591763938,2.6027766121139178,5.591119179257357,1.393283074181734,Iris-virginica
+66,7.69568997148101,2.583996706060356,6.899998920728699,2.2891222312906496,Iris-virginica
+67,6.852138903730467,3.1018618792198485,5.104689504882435,2.3037340236133583,Iris-virginica
+68,4.782149781367263,3.3800761797024403,1.5866600071133399,0.20230389991537617,Iris-setosa
+69,5.5129850146632915,2.4057938639670002,3.7377218005303727,1.0324232842142909,Iris-versicolor
+70,7.695683274797486,2.556984560140026,6.9,2.306077287893577,Iris-virginica
+71,5.620711372236552,2.8945605355344033,3.711193247475027,1.2851288432497772,Iris-versicolor
+72,4.879479426974174,3.0723044628364407,1.4701520006725561,0.1,Iris-setosa
+73,6.027339365436834,2.884732495607902,4.608770551827011,1.4048860855549112,Iris-versicolor
+74,5.018014424905755,3.0,1.5895994412772974,0.19674687525298606,Iris-setosa
+75,5.751412117798982,2.7106279132360553,5.135210676155886,1.9144904052324376,Iris-virginica
+76,7.699148674343256,2.7996790916140313,6.702637249703334,2.0002804543510444,Iris-virginica
+77,4.3,3.0,1.0824868669291714,0.1,Iris-setosa
+78,4.9835215737172955,2.0000005500572877,3.4450582864152715,1.0189310591829812,Iris-versicolor
+79,6.873495286330507,3.118847376460026,5.092755613059927,2.3056556358324936,Iris-virginica
+80,6.692631260589344,3.0960996133111656,4.686257674520319,1.483514473333996,Iris-versicolor
+81,5.9980689534702725,3.3983548088371864,4.482964807945394,1.5972991687192222,Iris-versicolor
+82,6.308818676855008,2.5147492222219467,5.001987490477738,1.919338301085644,Iris-virginica
+83,4.300000495009108,3.0,1.095799847690905,0.10000010576718718,Iris-setosa
+84,6.004897438295092,2.7762909263914857,4.626543856313526,1.182279716544664,Iris-versicolor
+85,7.684662632240381,2.775718185327862,6.690195778106961,1.9704777584009827,Iris-virginica
+86,4.300000572527637,3.0,1.1014135066337571,0.10000011503704143,Iris-setosa
+87,6.188382507976225,2.792671050386346,4.776203444640113,1.7993586598931879,Iris-virginica
+88,5.108487972921766,2.534074379130593,3.438517699216093,1.1502911203006654,Iris-versicolor
+89,5.567697925208408,2.469294873975198,3.843712438513463,1.072191266876778,Iris-versicolor
+90,6.781883412366892,2.8052198624688156,4.7829593837376265,1.4203513225545832,Iris-versicolor
+91,5.15080118352528,3.8345222692791756,1.659452555929833,0.1947043991962368,Iris-setosa
+92,6.279844104290597,3.2845356544014113,6.023299443320115,2.5,Iris-virginica
+93,6.484193358511191,3.0,5.780940092681411,2.1902876258604613,Iris-virginica
+94,7.1579150938126475,3.0974729782624286,5.3555083558971575,2.2925806046152006,Iris-virginica
+95,6.536625870020014,3.168722258559981,5.163359928572479,2.2096558133853654,Iris-virginica
+96,4.810715858118825,3.3992020505671654,1.57816393106232,0.1989495650069423,Iris-setosa
+97,5.899023463303297,3.2060893905815204,4.807241397493877,1.8185992021920834,Iris-versicolor
+98,5.8167974957277275,2.728380134799695,4.180267693927398,1.0526185719107932,Iris-versicolor
+99,5.9132041943815885,3.1649398535641398,4.778263430332223,1.7776620746644212,Iris-versicolor
+100,5.658382995533634,2.9923673564285513,3.850173068959316,1.2781877463579732,Iris-versicolor
+101,5.915222537174223,3.203428470646462,4.816699367413295,1.8166341787565452,Iris-versicolor
+102,5.801509186817641,2.6946764125668605,5.097323901532715,1.9216302118196515,Iris-virginica
+103,6.119589997563612,2.5787566251484906,5.567852084703672,1.4379513087718705,Iris-virginica
+104,4.7991578112995725,3.0,1.4058213752810176,0.27641037900927096,Iris-setosa
+105,6.10927690472826,2.5829577238651513,5.605898614155929,1.3981138910198214,Iris-virginica
+106,4.985421802525428,2.0,3.5930490662301136,1.0143654252859842,Iris-versicolor
+107,6.873945889907586,2.5531386116504686,6.065818941306008,1.8501708062434754,Iris-virginica
+108,5.793074363435673,2.7122334054352586,5.091710937153466,1.9096699150484586,Iris-virginica
+109,5.864658024494378,2.244629175635749,3.872831181895908,0.9329414681517526,Iris-versicolor
+110,5.917241276008279,3.2070876114425126,4.826978273151271,1.82061925642491,Iris-versicolor
+111,5.216305067689084,2.6359834259591466,3.8430122334687615,1.3659183279560176,Iris-versicolor
+112,5.200956737026255,2.71098906829682,3.9375362702028562,1.3986924833637653,Iris-versicolor
+113,5.5999743862801346,2.896922714710266,3.752528708045917,1.277414417118834,Iris-versicolor
+114,5.7443088438865715,2.9011731218832377,4.20064200030391,1.3732859595952438,Iris-versicolor
+115,6.1861946897478655,3.4073821252267633,5.429323657618371,2.2679342722797435,Iris-virginica
+116,5.489293060758635,2.3754731643791493,3.636758800593354,0.9693332019247995,Iris-versicolor
+117,5.39434030671704,3.8745336199576847,1.3304044246323012,0.41834124208467377,Iris-setosa
+118,6.033901867346578,2.827537517245209,4.660718997866879,1.2700992540742424,Iris-versicolor
+119,5.666462920632838,2.9876118399915765,3.99415550074122,1.2652478020197453,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/20/test.csv b/iris/tab_ddpm/7_0/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/20/train.csv b/iris/tab_ddpm/7_0/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/20/val.csv b/iris/tab_ddpm/7_0/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/21/synth.csv b/iris/tab_ddpm/7_0/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..436b607b94e314b75409cf63168785bb4b410100
--- /dev/null
+++ b/iris/tab_ddpm/7_0/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.211075508638375,2.830941917155662,4.812924348969275,1.8361076480094591,Iris-virginica
+1,4.300001086278215,3.0,1.0976470890170347,0.10000011998665008,Iris-setosa
+2,6.693706481824946,3.0,4.983888479026504,1.6886544155199363,Iris-versicolor
+3,4.3,3.0,1.0996936106251616,0.1,Iris-setosa
+4,7.702590714827364,2.7832738548371108,6.719020595665803,2.0540018683480654,Iris-virginica
+5,7.6565605516653825,2.8897916338872425,6.659551208966853,2.0317013809317275,Iris-virginica
+6,4.408929762878524,2.8827670030157306,1.4006530317642074,0.20181779467255392,Iris-setosa
+7,7.687177287271588,2.781257884457445,6.696804268677173,2.0247042203128247,Iris-virginica
+8,4.66982793931842,3.2333341784981444,1.4207065734781135,0.1986112229895134,Iris-setosa
+9,5.114200854392941,3.309670319990857,1.787830593417981,0.5333757946341697,Iris-setosa
+10,5.861364413548463,2.8389498747838102,4.614442111707494,1.3131164000539248,Iris-versicolor
+11,6.0522822206222,2.90520712939788,4.614823013309513,1.4350498764435242,Iris-versicolor
+12,7.157259651255458,3.2102233972849494,5.97527782713205,1.848523989724478,Iris-virginica
+13,6.196614663336187,2.8156226812363974,4.824027098370516,1.797695793106169,Iris-virginica
+14,6.578930141242622,3.0,4.385366262093553,1.3959527813433967,Iris-versicolor
+15,6.842703188751546,3.1154175923753087,5.175921563889755,2.2446620736147493,Iris-virginica
+16,6.825513657344688,2.797129321386564,4.779899893107728,1.4003790268536427,Iris-versicolor
+17,5.131867606837035,2.4933937330031295,3.1864447217748393,1.07969045487819,Iris-versicolor
+18,4.3,3.0,1.0876618988169087,0.1,Iris-setosa
+19,6.306008685291595,3.3054584053496963,6.016150645591351,2.499999749918692,Iris-virginica
+20,4.873940176986683,3.0669012708641574,1.488537105485169,0.10000012194782469,Iris-setosa
+21,6.379545684815522,3.197544622933955,5.318529659599491,2.2925360050973294,Iris-virginica
+22,5.980159778377123,2.8973000586452224,4.4995234609056185,1.505063572810471,Iris-versicolor
+23,4.576267569586468,3.097655520983185,1.449783992879186,0.20096080309445918,Iris-setosa
+24,5.519497203582249,4.2,1.4006847438679488,0.19821398992171652,Iris-setosa
+25,5.409130649251795,3.4755551257601307,1.5748032710908118,0.44147298200247187,Iris-setosa
+26,4.3,3.0,1.0923095789215918,0.1,Iris-setosa
+27,5.805395887578946,2.697677048233978,5.092168062108518,1.879662069934954,Iris-virginica
+28,6.235417842335598,3.4022933968376554,5.445051240602582,2.3051776691272328,Iris-virginica
+29,5.868842659055108,3.203130692449427,4.778401142261384,1.8140890274674641,Iris-versicolor
+30,4.612340660868394,3.5981698182375186,1.0,0.1995634073700614,Iris-setosa
+31,5.345333442883024,3.0,4.500076405704415,1.4980385901690072,Iris-versicolor
+32,6.295808949607269,3.3322238952028873,5.433452081404668,2.3546957569785985,Iris-virginica
+33,4.5903342556616975,3.097695229425225,1.5045172306376202,0.1879559637286904,Iris-setosa
+34,4.817810204892442,3.401397527839639,1.7806204785193465,0.20018509012953395,Iris-setosa
+35,5.114082168993272,3.4212729769987638,1.3705941740732335,0.19876495377788508,Iris-setosa
+36,6.0754147034093196,2.7732004242478636,4.638749043454032,1.1356638675554294,Iris-versicolor
+37,5.799716389381996,2.699505805021212,5.091050449601454,1.9225531776974865,Iris-virginica
+38,5.113426087190951,3.8070888928325566,1.6500031447943486,0.20082917303391398,Iris-setosa
+39,7.212329282218759,3.20141725404604,6.004311961181026,1.7992649412172168,Iris-virginica
+40,4.300000487752577,3.0,1.0996561866782997,0.10000012495956444,Iris-setosa
+41,6.490812073950515,2.808409378780181,4.602322817486406,1.4990609461241822,Iris-versicolor
+42,5.696125077673381,3.8006426086918,1.6312408936850868,0.27555333022304046,Iris-setosa
+43,5.5449170340774145,2.4831673559753327,3.9228915613040174,1.220178892925846,Iris-versicolor
+44,6.265062631478579,2.745135351649376,4.890180562576408,1.795780268341496,Iris-virginica
+45,6.593371610482397,3.0,4.374574053128448,1.4159752446619132,Iris-versicolor
+46,5.5155878127147595,2.3976058903314605,3.6611954720178357,0.9602060789700528,Iris-versicolor
+47,5.102006173078877,3.8005455576614913,1.6101211264624187,0.20099797404128264,Iris-setosa
+48,7.69082372810834,2.8066344647054695,6.701296419038121,2.040230604976749,Iris-virginica
+49,6.2836785380258195,3.3155105420915905,6.031453714261315,2.5,Iris-virginica
+50,4.565184145492735,3.1697032706169423,1.4042439466406604,0.20151417029437557,Iris-setosa
+51,5.755891629783706,2.8760914637967816,4.401007584559218,1.377948239409378,Iris-versicolor
+52,5.5659794842878485,2.983114189087058,4.4313286230343705,1.438178138270039,Iris-versicolor
+53,6.2980878179535855,3.3071595895557993,4.682433931533262,1.5855767735960609,Iris-versicolor
+54,4.605136463303499,3.5664733980906216,1.000000402483862,0.20202617369183945,Iris-setosa
+55,6.710005192231333,2.4851957793599886,5.8129583728482155,1.7755964021522859,Iris-virginica
+56,5.5259451254901,2.4007318166831744,3.7244376418024188,1.0210949320027203,Iris-versicolor
+57,4.406405767926279,2.8978844852326926,1.4054022125180736,0.20452155418114037,Iris-setosa
+58,4.391933406700556,2.950009619202444,1.3772669615040722,0.19949747133141438,Iris-setosa
+59,4.990792496489148,3.4043228458709045,1.581212085849124,0.41078106162997297,Iris-setosa
+60,6.290175527262727,2.5159180658964124,5.004861594990708,1.928699714910595,Iris-virginica
+61,4.602674947635802,3.1344514236758725,1.4672072016888142,0.20101414800618794,Iris-setosa
+62,5.194882577055729,2.729681801327497,3.965409230726059,1.4040100627410836,Iris-versicolor
+63,6.3053368687744,2.677524307938927,4.881689501427325,1.812405761023403,Iris-virginica
+64,5.028600398582839,3.3959457486897797,1.5925527702206206,0.4394712115207828,Iris-setosa
+65,5.5444660889068595,2.4040368938483163,3.7169285448484297,1.0254985286797882,Iris-versicolor
+66,6.3063715866395,3.297597702344519,6.0169529024736015,2.5,Iris-virginica
+67,5.889503658769355,3.1871089023868184,4.784964524774699,1.7787267915835154,Iris-versicolor
+68,5.980077894476598,3.264727343401015,4.75058195983982,1.7619339694580773,Iris-versicolor
+69,4.87929184661677,3.0544903567119652,1.4896858347067568,0.1,Iris-setosa
+70,5.082027579680745,3.527014216536088,1.4060760251930413,0.20450268436601082,Iris-setosa
+71,4.812634227454625,3.4057004056834335,2.044385863752444,0.19912818874072105,Iris-setosa
+72,6.182367550601476,2.195945040745647,4.504476283037273,1.5099320917456691,Iris-versicolor
+73,6.185621253752078,3.393513390097124,5.393012273040271,2.2754190728593433,Iris-virginica
+74,6.010023781548156,3.3964064155540483,4.510208775672023,1.6027380497469503,Iris-versicolor
+75,6.033416806358456,3.373009458649902,4.575405668242098,1.6115081510712308,Iris-versicolor
+76,7.669505723660957,3.0,6.214659204474163,2.2635799808748573,Iris-virginica
+77,7.713096510481421,3.0,6.080680394952932,2.3036162815021513,Iris-virginica
+78,7.216475158647106,3.2120982448281308,5.951063421419914,1.814328372750638,Iris-virginica
+79,6.301629683413566,3.310185228884526,5.9646819893239975,2.5,Iris-virginica
+80,7.60431001925019,3.0,6.589507018038697,2.079533101515482,Iris-virginica
+81,5.79226633120495,2.7970969290096592,5.0845535485315185,2.4103115468920273,Iris-virginica
+82,6.839541632457753,3.124852877445292,5.141902154195886,2.2693825358330604,Iris-virginica
+83,7.704085894451559,2.6011841615356346,6.9,2.3057685672767536,Iris-virginica
+84,7.899998319758748,3.7835136757066934,6.323863222200575,2.0010547400586955,Iris-virginica
+85,6.328314079836038,3.3037209175836373,5.9973305930262475,2.5,Iris-virginica
+86,5.554405031361466,3.0,4.48279910455297,1.4839566693408246,Iris-versicolor
+87,5.991880540442218,2.205791743786314,3.963804462891336,0.9661833639401222,Iris-versicolor
+88,5.624540822783575,2.509592419923713,3.8999235603445257,1.112701797387476,Iris-versicolor
+89,6.289676085362128,2.5036323321924687,4.995779153804994,1.8699234042617743,Iris-virginica
+90,6.138237005458671,2.8151163376953043,4.715225290303181,1.2516511445466323,Iris-versicolor
+91,4.810927892249315,3.0,1.4009770317778834,0.30835711004788335,Iris-setosa
+92,5.206881790673813,2.6882834990843283,3.9013713305899773,1.3936480445625483,Iris-versicolor
+93,4.892453456421707,3.111063299163869,1.4932977014800564,0.1,Iris-setosa
+94,5.480159748662321,2.466644714227985,3.732784681404454,1.045273321575304,Iris-versicolor
+95,4.913437870746437,3.1084900291443858,1.519806886387187,0.10000011056533688,Iris-setosa
+96,4.816515128295991,3.407627787232072,1.5978459038086315,0.20207346749486346,Iris-setosa
+97,6.271965852672879,3.3977279383399117,5.642650418158738,2.401279734673033,Iris-virginica
+98,5.959160776233772,2.172874764580616,3.959751250750418,1.0065640471362616,Iris-versicolor
+99,6.600770432302529,3.0,4.4357599361903635,1.4109853097772005,Iris-versicolor
+100,4.587855322394698,3.1826226550135677,1.3781712825486399,0.20348353625328525,Iris-setosa
+101,6.744647395548987,2.501624715677728,5.927113147668109,1.8080717401460187,Iris-virginica
+102,6.284023408245816,3.288700400183323,5.992328382295892,2.5,Iris-virginica
+103,6.211270403144532,3.404779237232633,5.362123791282744,2.2917943506242064,Iris-virginica
+104,6.522882334030883,3.0,5.780470544217,2.1946995791163957,Iris-virginica
+105,6.270137925388603,2.7662443045716985,4.836969351533404,1.7765614741958857,Iris-virginica
+106,7.695113500038362,3.0,6.173775991603856,2.295157230133352,Iris-virginica
+107,4.3,3.0,1.0988056519655007,0.1,Iris-setosa
+108,7.195607413100533,3.1960569684265248,5.999722349862536,1.799568997154353,Iris-virginica
+109,5.599899024196104,2.49239390794828,3.9469936982016076,1.1676249462924713,Iris-versicolor
+110,6.105762558200525,2.9055293074341546,4.683312569378769,1.4039242386308532,Iris-versicolor
+111,5.020562981430993,2.0,3.6315762845237556,1.010299024727767,Iris-versicolor
+112,5.4963006722338275,4.2,1.4056331540708582,0.20194232787664415,Iris-setosa
+113,5.8100954284167985,2.707474544726753,5.09741728795973,1.889737835850412,Iris-virginica
+114,5.8876500491960035,2.912611368999028,4.470236307650846,1.4558836137641225,Iris-versicolor
+115,5.188544688442846,3.402242273390318,1.397314165708736,0.20021602382760476,Iris-setosa
+116,4.62290356331536,3.2116341457201627,1.3980842955356565,0.19883795749018313,Iris-setosa
+117,5.6623126016461285,3.7731809528239015,1.6850202963917678,0.37054626531938734,Iris-setosa
+118,4.606224549974244,3.202017303013193,1.4041168929457415,0.2018476742948429,Iris-setosa
+119,4.795289567290945,3.0,1.39267353301598,0.30034294577797827,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/21/test.csv b/iris/tab_ddpm/7_0/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/21/train.csv b/iris/tab_ddpm/7_0/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/21/val.csv b/iris/tab_ddpm/7_0/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/22/synth.csv b/iris/tab_ddpm/7_0/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d9a14371e43c3105a64038682b0bbae5abfb99f
--- /dev/null
+++ b/iris/tab_ddpm/7_0/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.252221789741368,2.7482574007702354,4.855521142162179,1.7922680107851254,Iris-virginica
+1,5.973352374309913,2.892614896299334,4.55008131343576,1.4509585374099234,Iris-versicolor
+2,5.1064842857015575,3.2952375808405225,1.7594180957723218,0.5713604369639342,Iris-setosa
+3,5.862276659775208,3.1971931880787166,4.838905992874274,1.7819785301475994,Iris-versicolor
+4,5.968636210495493,2.21554047462479,3.9441103698987905,0.9991363056026287,Iris-versicolor
+5,6.731783637857282,2.500824199513644,5.8626022522345895,1.812584446802643,Iris-virginica
+6,5.638624034485874,3.7757452951288,1.5950998753714227,0.34196433549566985,Iris-setosa
+7,5.6920723190611735,3.7943514632123763,1.7975012684899623,0.3441556771342892,Iris-setosa
+8,6.120122292646779,2.8171451585557383,4.682515038204849,1.1910310715794552,Iris-versicolor
+9,6.779414434146799,3.1972658486050247,5.839972698798499,2.296606500357279,Iris-virginica
+10,6.02212769183094,2.8933782210738497,4.5485824300738,1.4683290279799825,Iris-versicolor
+11,5.876275583511456,2.9385306714498665,4.50763444348385,1.5118948177036577,Iris-versicolor
+12,5.478447042738677,3.0,4.4959055021753205,1.5015971629526705,Iris-versicolor
+13,6.110590483172506,2.602085843949888,5.608104323528809,1.394846746985462,Iris-virginica
+14,5.084527735177029,3.5211289332452234,1.39704787609541,0.2005923504813321,Iris-setosa
+15,6.112430579969572,2.8086092165499656,4.756559333906298,1.2172979142211138,Iris-versicolor
+16,4.8614745707624225,3.0348286989701103,1.4619625814726733,0.1,Iris-setosa
+17,6.690134561200982,3.116042636669971,4.69663035878887,1.5142885203882004,Iris-versicolor
+18,6.585678369819998,3.0,4.403894140854604,1.396750891726516,Iris-versicolor
+19,6.012168861393256,2.793715421564782,4.636842766492081,1.2334414683626387,Iris-versicolor
+20,6.600656398512782,3.189475470293216,5.252077780502939,1.9762740662000302,Iris-virginica
+21,5.189158327218334,2.7061995582271927,3.8964662721880656,1.413863764611109,Iris-versicolor
+22,7.596180000487748,3.0,6.5819119508213495,2.1247933319656185,Iris-virginica
+23,6.405597334825588,3.186062653593136,5.268618819566485,2.269428842456197,Iris-virginica
+24,5.52735359165385,2.483632839662513,3.915033195712425,1.2191021642470834,Iris-versicolor
+25,6.110697651147237,2.8477591059362477,4.707772328165791,1.286882408184102,Iris-versicolor
+26,7.71354633458825,2.5808965757696045,6.9,2.300149489666707,Iris-virginica
+27,4.796784048359958,3.0,1.3743585932027491,0.10000013384990507,Iris-setosa
+28,6.3119699691803755,3.302200425648856,6.118054175170309,2.5,Iris-virginica
+29,4.3,3.0,1.0871604345083612,0.1,Iris-setosa
+30,6.680462938474544,3.0896684208478002,4.691606453338363,1.5009591644856757,Iris-versicolor
+31,5.568317089976748,3.0,4.516097468042395,1.5244750297068785,Iris-versicolor
+32,6.550488328235287,2.8066714156342822,4.663908847530676,1.5046820822157854,Iris-versicolor
+33,5.005033898667839,3.0,1.595107247819519,0.20016202788001014,Iris-setosa
+34,7.241943881426039,3.1819504301601236,6.047395186777819,1.8005942076370793,Iris-virginica
+35,5.680455894879247,3.0,4.186548688355449,1.176853667905958,Iris-versicolor
+36,5.602917614525408,2.9117453666221835,3.7047214318271693,1.315659022871339,Iris-versicolor
+37,7.633584633139953,2.9780508846261644,6.5406944660966495,2.1481104833540354,Iris-virginica
+38,6.898212220533646,3.096427366994026,5.091879017221376,2.2950339325652056,Iris-virginica
+39,4.804578913580703,3.39930443631287,1.598156456272905,0.20139097338205883,Iris-setosa
+40,5.597407427869408,2.5038203516081587,3.9288977634709927,1.1053870225336286,Iris-versicolor
+41,5.559861311103249,3.0,4.498206367844538,1.491475801944612,Iris-versicolor
+42,6.357430657820526,3.275388801318411,4.704970520418995,1.6010690581215694,Iris-versicolor
+43,6.040805486524187,2.915408116248711,4.57448448947352,1.462165216632694,Iris-versicolor
+44,5.747761464759225,2.810351502622982,4.525264719507409,1.2810575285409203,Iris-versicolor
+45,5.501178487614908,3.0,4.500373674382362,1.5079781044704441,Iris-versicolor
+46,5.1002041975901005,3.4996195654706845,1.4047408417407456,0.20071251705935172,Iris-setosa
+47,5.860918496302521,2.2558907484872104,3.9751165471132666,0.9988922466319157,Iris-versicolor
+48,6.7627050802173825,2.80843846755585,4.775103166068883,1.4185410903250637,Iris-versicolor
+49,6.102571588017898,2.602999562696818,5.57417770653614,1.3927658320500171,Iris-virginica
+50,6.021126746986518,3.382124757911076,4.555173878600092,1.6099620622712378,Iris-versicolor
+51,6.190198446087557,3.4000917850865022,5.4530667150583065,2.304459878790877,Iris-virginica
+52,5.787816507837603,2.689804982870618,5.11802102976016,1.8869766612342773,Iris-virginica
+53,4.97490255020384,3.3997698865329427,1.912670664009328,0.35867844560718626,Iris-setosa
+54,4.610164176992312,3.199530217089407,1.3693346781694493,0.1982237809742176,Iris-setosa
+55,6.0114833026888554,2.201282749612817,4.9986403753311235,1.5066204408798505,Iris-virginica
+56,6.20483435894195,3.3999292079290044,5.42048006101713,2.3030374829376115,Iris-virginica
+57,4.8030072952377925,3.3999695916201156,1.6771269442203798,0.19967047558551676,Iris-setosa
+58,6.074657933412327,2.8600443282866785,4.666270999486473,1.366849484812564,Iris-versicolor
+59,6.2636839110675115,3.308475171448239,5.998381472823921,2.5,Iris-virginica
+60,6.328054692224682,2.614177066239688,4.934625962351151,1.8272319866361229,Iris-virginica
+61,5.632025604391414,2.928042164613902,3.7296968631924456,1.3101541208278036,Iris-versicolor
+62,4.8039779151311395,3.3998540918753233,1.6226104936373213,0.20038450244754435,Iris-setosa
+63,7.6880120988571115,2.5986132681066905,6.89999896939795,2.2995532499633686,Iris-virginica
+64,6.218918207092566,3.3940448201643183,5.398716967837597,2.2701822190067635,Iris-virginica
+65,5.811376639104466,2.7883315285486736,5.098508356580539,2.404014523106543,Iris-virginica
+66,6.635597257607035,2.4749632705968256,5.742864263379965,1.756697557688847,Iris-virginica
+67,5.96075725389503,2.8860297243801254,4.498168713810608,1.4821720735379975,Iris-versicolor
+68,4.300000655516301,3.0,1.1085247253125914,0.10000013627936298,Iris-setosa
+69,5.670581584897526,3.790994247551801,1.5985306963402344,0.275863751698034,Iris-setosa
+70,6.076536316912354,2.9053636115024273,4.714081987407797,1.3865118278890718,Iris-versicolor
+71,4.416701128192876,2.9557166263678236,1.3977409125468907,0.2015926480039694,Iris-setosa
+72,5.796773501363782,2.806613230716135,5.168650751938635,2.400690726131283,Iris-virginica
+73,4.590977183324955,3.2125965758495383,1.388002529656498,0.1980315351930201,Iris-setosa
+74,5.514739102484907,2.4266446127465477,3.723420838166791,1.0104157656042887,Iris-versicolor
+75,4.814800939285764,3.0,1.4015493378850268,0.10000010638289455,Iris-setosa
+76,6.532565097050946,2.7945624657102677,4.636056344150803,1.4835915687500076,Iris-versicolor
+77,7.690596525309674,3.0,6.089273363422441,2.3007571790224017,Iris-virginica
+78,5.385856681833999,3.405762263852827,1.5219599722678505,0.3991355568525282,Iris-setosa
+79,4.3,3.0,1.084226105610411,0.1,Iris-setosa
+80,5.0362165937600984,3.5874840610518985,1.4048861949442606,0.19965952284240734,Iris-setosa
+81,5.533354830131584,2.9367421836002463,4.265059256519534,1.3895247873058896,Iris-versicolor
+82,6.799892580969826,3.195340653169256,5.8523018994766804,2.3144424685454728,Iris-virginica
+83,4.39397137041782,3.194790761603051,1.3040626447090784,0.19649712982317447,Iris-setosa
+84,6.689891375949417,2.790425461098018,4.703179696418998,1.4348197134141913,Iris-versicolor
+85,7.899998661725368,3.7418939432604126,6.38829871434245,1.983480303724412,Iris-virginica
+86,5.833758198077364,2.7057563312377297,4.121426367281126,1.0050192502465745,Iris-versicolor
+87,6.960278053235682,3.191620674613454,5.580025327059453,2.30050998095198,Iris-virginica
+88,6.714185434092685,2.4896007701579395,5.8085796168504595,1.7962795679190644,Iris-virginica
+89,5.6224076287127955,2.900486750651827,3.7216283618156716,1.3029500393808935,Iris-versicolor
+90,4.819315858710006,3.0,1.3852344904839686,0.1,Iris-setosa
+91,6.202878197932293,3.341815298509921,4.662975803713256,1.6076691025424341,Iris-versicolor
+92,5.669308873996585,2.937319608228205,4.045262538132213,1.2841475633651482,Iris-versicolor
+93,4.808753825091868,3.0,1.3940748266000078,0.3695527330243402,Iris-setosa
+94,6.196437073004735,2.81625196773286,4.811794711352635,1.811675833727621,Iris-virginica
+95,5.746801518545306,2.624107817171688,4.031612325716261,0.9760268828854779,Iris-versicolor
+96,4.416956830308621,3.190873148629868,1.3226722836346605,0.2033016105525239,Iris-setosa
+97,5.028724458078304,3.545056542793931,1.4026440307415808,0.20143126845459203,Iris-setosa
+98,6.891399549898611,3.1015703081051558,5.155208591669784,2.299798520776223,Iris-virginica
+99,6.681378354122764,3.0614948451264743,4.659003744701272,1.4871058226843459,Iris-versicolor
+100,6.9763930832171885,3.113596727694791,5.15436722601361,2.301221710388508,Iris-virginica
+101,4.800462563765157,3.0,1.403474961432635,0.1,Iris-setosa
+102,4.606967850781237,3.5381556961766765,1.0000003672366415,0.20679355579538383,Iris-setosa
+103,5.603433562441579,3.0,4.468482647037954,1.472125529103347,Iris-versicolor
+104,4.590520144303293,3.6322581427980416,1.000000392186941,0.1915228186444891,Iris-setosa
+105,6.023070208441177,2.9055525462532907,4.636657152916242,1.415188309026245,Iris-versicolor
+106,6.802841210678475,2.7896237053664255,4.798697280038697,1.395246266976328,Iris-versicolor
+107,6.690188191760083,2.4693166967302105,5.829998968517233,1.8190112669374652,Iris-virginica
+108,5.589220833587503,2.9153423173710884,3.616463561626331,1.2919097137203326,Iris-versicolor
+109,5.493492045770621,2.3815841680663525,3.695198305267029,1.013751778659928,Iris-versicolor
+110,6.494026827452268,3.0,5.796796514238297,2.2057048162200794,Iris-virginica
+111,5.490404868393043,4.2,1.394643540725578,0.20191362387418005,Iris-setosa
+112,7.684654874618441,3.0,6.139162313776702,2.2988040524526845,Iris-virginica
+113,6.8375811271036735,3.1950394819354737,5.805400008047119,2.28998949691564,Iris-virginica
+114,7.899998497504601,3.8234425173059066,6.34858263895173,2.0452725160252254,Iris-virginica
+115,6.932689280970782,3.166547972270836,5.536434310845075,2.2993380307653903,Iris-virginica
+116,6.761457557323702,3.229137510067377,5.837879764129082,2.274941064560492,Iris-virginica
+117,5.487625468108713,2.5197904519436527,4.032892056724318,1.307949616049348,Iris-versicolor
+118,5.768852182701106,2.695566750335765,5.099346380178238,1.8948171670730858,Iris-virginica
+119,4.884287790400017,3.0730294422597932,1.474686769656331,0.10000009229590266,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/22/test.csv b/iris/tab_ddpm/7_0/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/22/train.csv b/iris/tab_ddpm/7_0/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/22/val.csv b/iris/tab_ddpm/7_0/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/23/synth.csv b/iris/tab_ddpm/7_0/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aaab4ea53f969103d035346f14ea4e7d0ce1880d
--- /dev/null
+++ b/iris/tab_ddpm/7_0/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.735308862261058,2.7972188421234656,4.500721589370431,1.2969247164300919,Iris-versicolor
+1,6.607297745219854,3.0,4.381350294664678,1.396985903892985,Iris-versicolor
+2,6.04270214751816,3.3920114429076182,4.535063512902977,1.6083981919498904,Iris-versicolor
+3,5.391342919257506,2.7273371234315973,4.084816264635301,1.393155550240769,Iris-versicolor
+4,7.610656887701953,3.0,6.620973624138332,2.0764959457448247,Iris-virginica
+5,5.908239044083955,3.206177159772214,4.809152197157797,1.8143395751603695,Iris-versicolor
+6,5.3978841076431205,3.890801789653635,1.2976842704850708,0.3719316436491407,Iris-setosa
+7,6.272948592804392,3.3837777998720076,5.5204541407095435,2.3667940914679413,Iris-virginica
+8,6.006493165179143,2.202330367443123,5.042626447832879,1.5036805379336484,Iris-virginica
+9,5.500252271946769,2.435179843187213,3.7698264014902167,1.0270602074597956,Iris-versicolor
+10,5.112653620851116,3.299445530407447,1.677054530834347,0.5282087026064026,Iris-setosa
+11,5.43086797596569,3.0,4.554942154095039,1.4871201578540783,Iris-versicolor
+12,5.011025054581363,2.0,3.4148049985035174,0.970513346697266,Iris-versicolor
+13,4.80790771786757,3.4014127860104946,1.9874693063634215,0.19795422330483267,Iris-setosa
+14,6.782211876654315,2.787935142742599,4.788511499857826,1.4019003021783578,Iris-versicolor
+15,6.736761521817509,2.51184272207097,5.853036337715278,1.8093488819900319,Iris-virginica
+16,6.491280827284599,3.1973114604320236,5.093568705835218,2.0010953571840924,Iris-virginica
+17,4.565960409049036,3.2142533719586655,1.3790170883598347,0.19792587361381125,Iris-setosa
+18,5.016818439936954,2.0,3.5374103677631563,1.036685218984098,Iris-versicolor
+19,6.341156839949066,2.5348454694516716,4.97993907356939,1.8877501478699343,Iris-virginica
+20,6.798895733496444,2.8011265320989853,4.795830222789797,1.4129123855681922,Iris-versicolor
+21,4.98830064678669,2.0,3.579151732262159,1.0227206064409085,Iris-versicolor
+22,4.80713431171032,3.0,1.4067741587204525,0.2763475056998338,Iris-setosa
+23,4.3000005257158325,3.0,1.09327256909987,0.1,Iris-setosa
+24,5.113451657511455,2.503371905476123,3.0833883279780596,1.1262454263343606,Iris-versicolor
+25,6.170998674643892,3.4003238992252167,5.3940631726531745,2.2912361402554655,Iris-virginica
+26,6.706025173061088,3.121072312933796,4.684020431165511,1.4939304608054833,Iris-versicolor
+27,6.788789326198066,2.8079159496967985,4.772222756281525,1.3815889102901466,Iris-versicolor
+28,6.505252080097183,2.7986414088483196,4.565399048946626,1.4987065790713332,Iris-versicolor
+29,6.808502817325668,3.200885992092715,5.847171422968404,2.2761608787420196,Iris-virginica
+30,4.3,3.0,1.0921461443525837,0.1,Iris-setosa
+31,5.121924009412551,3.454719806301052,1.3851415471258022,0.20179421184605068,Iris-setosa
+32,4.404108093763668,3.207550307916539,1.3247862625034867,0.20236753432715662,Iris-setosa
+33,6.716121252583844,3.0839070181492207,4.644864157486454,1.48022069016131,Iris-versicolor
+34,6.406462941085192,3.191271765906093,5.323088664646986,2.2937369357679396,Iris-virginica
+35,6.875082139179911,3.109811888117266,5.0988367431991,2.303345399881417,Iris-virginica
+36,5.503598659341258,3.0,4.489889552070837,1.5067843612597607,Iris-versicolor
+37,4.592152686216105,3.6032038373679884,1.000000403384654,0.19968844514003542,Iris-setosa
+38,7.7018456845322785,3.0,6.069174872564508,2.300023408639961,Iris-virginica
+39,4.869621352097678,3.048510267222384,1.4773437323947212,0.10000009319346431,Iris-setosa
+40,5.510291709661855,4.2,1.3807044623449451,0.1949699859406,Iris-setosa
+41,5.742710176437009,2.8168293027035562,4.514066287647301,1.327196335874431,Iris-versicolor
+42,5.142522617796237,3.4648386994311204,1.4030204467779845,0.20950540220354158,Iris-setosa
+43,4.803045152198454,3.3990803821543247,1.7176107832105831,0.1974648026057123,Iris-setosa
+44,4.795228848281823,3.3979185662269593,1.8011652057216998,0.20049527452438967,Iris-setosa
+45,6.270492551199562,2.716949465625888,4.898668584849785,1.7819597215082714,Iris-virginica
+46,5.884819233704533,3.1920667861772367,4.804383527714703,1.8072832345281302,Iris-versicolor
+47,5.578576144213097,2.8769733004255613,3.5875631592048554,1.2759169972226587,Iris-versicolor
+48,4.412959486944008,2.968960929989737,1.4036639596869125,0.20087753252256946,Iris-setosa
+49,6.697255072863728,3.0778867255600866,4.678114032341712,1.4774680076874858,Iris-versicolor
+50,5.911320815749553,2.869528008184161,4.426710700248503,1.4508053570543142,Iris-versicolor
+51,6.215132079314784,3.399584649342949,5.39580949619154,2.3074897034520254,Iris-virginica
+52,6.0931469601331765,2.6107475762566206,5.587556182349244,1.40133794253613,Iris-virginica
+53,4.3967367570764955,2.896916495415164,1.375801444794328,0.19790475444250968,Iris-setosa
+54,6.705896426520796,2.4513576368583503,5.862113527355586,1.7973314246304488,Iris-virginica
+55,6.156781154907287,3.3979126647379414,5.359997034669497,2.2861765506853433,Iris-virginica
+56,5.990721773782078,2.2066133719290706,5.012352411607064,1.4915509694068754,Iris-virginica
+57,4.400456076857626,3.1972164343641674,1.297241391023817,0.20293349894526652,Iris-setosa
+58,5.006564641123883,3.0,1.5944292177720119,0.196150615521539,Iris-setosa
+59,6.176557234942528,2.2077853364565563,4.474827248905888,1.5111006321189926,Iris-versicolor
+60,6.197355173338514,2.7930305512517717,4.805820852628509,1.791705467480441,Iris-virginica
+61,6.707472446847729,3.0,5.008521453389677,1.7245975925231978,Iris-versicolor
+62,6.2724413948071085,2.754971059484538,4.828726218832648,1.7627573126592329,Iris-virginica
+63,6.697605661819961,2.5024908655442046,5.770493542575881,1.8024933027519865,Iris-virginica
+64,6.515862717790701,2.797955706804977,4.595292079716924,1.509957173176682,Iris-versicolor
+65,6.215009385843681,2.787108584179773,4.794800886527891,1.7838409527359458,Iris-virginica
+66,5.125355121540465,2.4840228286504122,2.8681364941830187,1.076944162674027,Iris-versicolor
+67,5.093448578028171,3.8008237329752497,1.6321275000779936,0.20241185463806782,Iris-setosa
+68,7.701856912335156,2.6131882677146083,6.9,2.3001501201966117,Iris-virginica
+69,5.006344438827546,3.627385532745637,1.3977651988772366,0.20339887581620103,Iris-setosa
+70,7.669747539816249,2.958050096862061,6.666177740051255,2.069474354281177,Iris-virginica
+71,5.803094816270893,2.707224481092386,5.116598756885349,1.9184076008748316,Iris-virginica
+72,6.063057256238026,2.898439799279984,4.587324189999757,1.4965791402760558,Iris-versicolor
+73,6.6187958273899,3.0,4.414805001809454,1.4062184461029867,Iris-versicolor
+74,5.099047026622631,2.4733545621124553,3.0539018097907302,1.1156347667288828,Iris-versicolor
+75,6.080827522885379,2.835223540290431,4.6879233693307665,1.337874933580292,Iris-versicolor
+76,6.283475600551005,3.293085777708409,6.059244813664629,2.5,Iris-virginica
+77,4.805826057451385,3.0,1.3936523528347229,0.31403720203222374,Iris-setosa
+78,6.517954050086438,2.809030247000357,4.601806304042573,1.4991469987981345,Iris-versicolor
+79,5.610519391435895,3.0,4.531109998019372,1.4754037881539726,Iris-versicolor
+80,6.094369528835297,2.9191757440627475,4.694949335295864,1.4329257601747636,Iris-versicolor
+81,6.100360817306595,2.600472240189041,5.585271560979121,1.4192374496042195,Iris-virginica
+82,7.585246873667574,3.0,6.612378553344496,2.094536913282419,Iris-virginica
+83,5.014089659726408,2.000000545323967,3.6034082043484053,1.0515091269262418,Iris-versicolor
+84,5.664845007642663,3.0,4.2397601795980195,1.2353419354365047,Iris-versicolor
+85,6.2189901713837035,3.3997554865789157,5.362958032706505,2.3025887249772037,Iris-virginica
+86,4.394921702839287,2.87734661020934,1.4032453593100012,0.19689283381885075,Iris-setosa
+87,4.804646102959491,3.3989714222725813,1.5945223973407043,0.19749112417339476,Iris-setosa
+88,5.889671888002736,3.1947021050504643,4.8269470328163635,1.8123587792225346,Iris-versicolor
+89,7.6942604890864565,3.0,6.2577528042352615,2.256409404139813,Iris-virginica
+90,6.706796656189874,2.5025134889909486,5.8370507400998255,1.801174056893443,Iris-virginica
+91,6.550292743544243,3.0,5.793201294621245,2.1760688417784055,Iris-virginica
+92,5.698388089110565,2.8991181090399523,4.213104229078184,1.3122598869224271,Iris-versicolor
+93,5.990068504174028,2.2069553847713603,5.024972634742611,1.490125573281072,Iris-virginica
+94,5.005367958382792,3.402885384737365,1.5950620682013021,0.4717434143799839,Iris-setosa
+95,4.397844184413633,3.181122749229633,1.296792533037667,0.1984591728013393,Iris-setosa
+96,5.694197155840438,3.0,4.184443069115224,1.1826833056009844,Iris-versicolor
+97,5.531022690330364,2.532105411756454,4.085090135964293,1.2997769328267488,Iris-versicolor
+98,6.17555218770666,2.8071561619779963,4.780086872560033,1.8112331751351665,Iris-virginica
+99,6.305115957168435,2.710238734840117,4.89308050523534,1.7828369010617946,Iris-virginica
+100,7.72261000529591,2.6186536007924004,6.9,2.287813370610161,Iris-virginica
+101,7.705156454097213,3.0,6.144040103539184,2.29068838863434,Iris-virginica
+102,7.68629664086743,2.6004673206238746,6.8999985144841975,2.289721143544925,Iris-virginica
+103,6.099373830543277,2.9239898680204126,4.676091750251897,1.4395858702243558,Iris-versicolor
+104,5.14115238035926,3.438549477978045,1.4057331770021477,0.19844133053423674,Iris-setosa
+105,6.213120621688358,3.3955391008137763,5.408822217741995,2.2844909028038956,Iris-virginica
+106,6.333471600657099,3.3278478626758847,6.049241501275917,2.5,Iris-virginica
+107,4.611071329543568,3.6085748262862998,1.0000004501791517,0.20308189184584358,Iris-setosa
+108,7.725107730477431,2.7983995942033486,6.7149034058332475,2.0068888999944923,Iris-virginica
+109,6.315777267938216,2.6970544052625494,4.906267757780164,1.7970708477926125,Iris-virginica
+110,4.614871856548161,3.2080002943548056,1.4008938518437435,0.20302226839824908,Iris-setosa
+111,6.038601264638953,3.3931962975254772,4.53704158339404,1.598089032064359,Iris-versicolor
+112,5.204848558376681,3.408454079214102,1.403318066433937,0.2020726769740956,Iris-setosa
+113,6.1217102550507505,2.888137457534014,4.716100340575522,1.3818576784963108,Iris-versicolor
+114,6.847256058158077,3.1143216712462434,5.163129007969223,2.3032313225846948,Iris-virginica
+115,5.010676066628976,3.549531998693535,1.4135868489419747,0.20014961807711246,Iris-setosa
+116,5.775878719738339,2.8074471385323205,5.073545559473256,2.397244917333428,Iris-virginica
+117,5.696185422095726,3.752231927740937,1.619992143821529,0.2693325762362712,Iris-setosa
+118,5.001052057376159,2.0,3.4580357489504387,1.0357589186059513,Iris-versicolor
+119,5.54567866282304,3.0,4.486504839332063,1.494444991263917,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/23/test.csv b/iris/tab_ddpm/7_0/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/23/train.csv b/iris/tab_ddpm/7_0/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/23/val.csv b/iris/tab_ddpm/7_0/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/24/synth.csv b/iris/tab_ddpm/7_0/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0abe6cd73dd89c4c4aaa1e5dcaa8d7cec1c61d69
--- /dev/null
+++ b/iris/tab_ddpm/7_0/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.798583685597282,3.4017386145781816,1.838279512165354,0.19739389321560225,Iris-setosa
+1,5.414152062070938,3.0,4.500604384900583,1.504306354845303,Iris-versicolor
+2,6.805222992343768,3.164828032169976,5.620510937354474,2.298713628779836,Iris-virginica
+3,7.700561533471519,2.593539380889932,6.899998628207959,2.279929821262342,Iris-virginica
+4,5.376741281497117,3.0,4.49416014539157,1.4932069791600486,Iris-versicolor
+5,4.576662646634193,3.171707971016092,1.3941727431696682,0.19846104822498922,Iris-setosa
+6,6.004476072327047,2.1961038191706512,5.001003542721955,1.4939688047075699,Iris-virginica
+7,7.9,3.8284664175784657,6.414823639727229,2.01763880791363,Iris-virginica
+8,6.767396260793431,2.805990698562696,4.7462428739438485,1.4174656857614953,Iris-versicolor
+9,6.02011837706058,2.907189962841606,4.518506364244452,1.4979679160781592,Iris-versicolor
+10,5.5659766246452005,2.4796955488025647,3.8839892696621803,1.0862746557277048,Iris-versicolor
+11,5.631059096271603,2.9397162146827305,3.748797678028994,1.2779144796966075,Iris-versicolor
+12,6.115777118614267,2.797624038549526,4.723587937154654,1.218385887582958,Iris-versicolor
+13,5.739463786323954,3.0,4.185344275720173,1.2269013900292463,Iris-versicolor
+14,7.670907402118761,3.0,6.206551591735118,2.2498679456130035,Iris-virginica
+15,5.609777748246067,3.0,4.442908835771929,1.4494018814016374,Iris-versicolor
+16,7.166449635148797,3.1868762062282996,5.970140978976982,1.7829438735187098,Iris-virginica
+17,5.749851552038539,2.6747141950567377,4.064842973603107,1.0105185365570954,Iris-versicolor
+18,4.988596032894465,3.0,1.599191779816013,0.20358774543815703,Iris-setosa
+19,5.7920341008253855,2.6981751821022333,5.099655359790351,1.888504562730663,Iris-virginica
+20,4.584454058281374,3.6218824058043313,1.0,0.197485764835028,Iris-setosa
+21,5.788695430693054,2.7899265189653506,5.0906150346892725,2.3976885392640113,Iris-virginica
+22,6.676160243589458,3.1341244032256705,4.71927438177514,1.5129286441615994,Iris-versicolor
+23,4.397764169059473,2.855644252262457,1.402842788609103,0.2013715312771657,Iris-setosa
+24,5.541346977817568,2.4036578855741864,3.7199179280445533,1.0374125111376766,Iris-versicolor
+25,5.184157351295795,3.4071086028173543,1.401069624430333,0.198801442886885,Iris-setosa
+26,4.608398315828651,3.1351083540230213,1.3847489967307778,0.2030882165304872,Iris-setosa
+27,5.126221339141507,3.4242148523053,1.4106939526546753,0.19869162517706368,Iris-setosa
+28,6.808523721211824,3.200392082697072,5.8437006284306525,2.267309935191802,Iris-virginica
+29,4.3,3.0,1.0973430823639307,0.1000001134349268,Iris-setosa
+30,5.194039777354069,2.689577200887875,3.8533143744936242,1.3843619269721923,Iris-versicolor
+31,4.896550777950104,3.074998304086713,1.4789462715756214,0.1,Iris-setosa
+32,6.581509974539172,3.0,5.80632418343286,2.2117348455169026,Iris-virginica
+33,4.810302612080075,3.4057534828130867,1.5880698690081028,0.20254896723572938,Iris-setosa
+34,6.321179276686705,3.3045882871843038,6.1022585426501355,2.5,Iris-virginica
+35,5.654531698589687,2.9891425241052154,4.057291190892918,1.2451639477453749,Iris-versicolor
+36,5.589927523056875,2.4624786565688357,3.8428673449826243,1.0798542549112513,Iris-versicolor
+37,5.483561220088816,4.199999122601224,1.3829493523890624,0.20154012931046397,Iris-setosa
+38,6.610726643946405,3.0,4.435028576301528,1.4458584762104678,Iris-versicolor
+39,6.003775228455088,2.8930594838566055,4.510254460939072,1.502361836208697,Iris-versicolor
+40,7.610967001946573,3.0,6.570193028530577,2.096152071894997,Iris-virginica
+41,6.336705062795612,2.724061918101506,4.8795990038293695,1.8020363235976147,Iris-virginica
+42,6.208453903288701,2.8113613317691546,4.792823596162191,1.8082947486471923,Iris-virginica
+43,5.76816825391172,2.2990329079243943,3.889089270753524,0.9873294632452451,Iris-versicolor
+44,7.7091834907837,2.788899677576207,6.692127701568895,2.046770359724924,Iris-virginica
+45,6.01462212985758,2.9010731767718676,4.504103776185035,1.5103444142016385,Iris-versicolor
+46,4.864572120769171,3.071308954000772,1.4882155965405874,0.1,Iris-setosa
+47,5.218654784480891,3.3944688959173943,1.3971501093777339,0.20125553149837275,Iris-setosa
+48,6.113135547527296,2.5982096230688616,5.5917355924314345,1.4034508187748351,Iris-virginica
+49,7.684876686234022,2.601103044516321,6.9,2.2801736067953122,Iris-virginica
+50,6.519332357359868,2.8063622188968678,4.630889387793566,1.4941499505126266,Iris-versicolor
+51,5.400095449642881,3.397510061722082,1.4982849567895635,0.3922075576306637,Iris-setosa
+52,4.984035000554224,3.3969300432735428,1.5876967228978764,0.4186991887595255,Iris-setosa
+53,6.423857439299805,3.207732077362451,5.277897159255908,2.3072821813420115,Iris-virginica
+54,6.138417645824386,3.342093318911946,4.633671195566779,1.613168051609875,Iris-versicolor
+55,6.641066490769826,3.101794009054458,5.694936312729961,2.2559374484963306,Iris-virginica
+56,5.552894713571557,2.4591580251722807,3.8254279454115174,1.0360366537311803,Iris-versicolor
+57,5.99254526706834,2.8804675246408733,4.587979172590794,1.3695473125669955,Iris-versicolor
+58,6.2957687357985055,2.7128035037265406,4.892722410928026,1.802352783479939,Iris-virginica
+59,6.060871156568635,2.911059496655811,4.617759723413675,1.471877686816324,Iris-versicolor
+60,4.3,3.0,1.0885960789270162,0.10000009060715771,Iris-setosa
+61,6.4806459799979805,3.235409674595909,4.716692471323442,1.569871539058672,Iris-versicolor
+62,6.222907639555528,2.7273016015777927,4.866823864132812,1.8074336219217098,Iris-virginica
+63,6.393232749152774,3.2714564659678547,4.727959316348562,1.6000515282807681,Iris-versicolor
+64,5.0831167795491945,2.5213507561738795,2.9934724376164246,1.1134249452715832,Iris-versicolor
+65,5.9764893003151185,2.890004741427152,4.504145614381795,1.473636846671705,Iris-versicolor
+66,4.300000578846099,3.0,1.0997829217163944,0.10000012160924933,Iris-setosa
+67,5.556483418153004,2.461400619216933,3.949295808971676,1.246423401994424,Iris-versicolor
+68,6.721304933176773,3.0879441919529205,4.717056180068586,1.506849023684682,Iris-versicolor
+69,4.577177422592668,3.1972793980324608,1.380503181587719,0.19895615489857182,Iris-setosa
+70,5.54643582218898,2.416833967288154,3.797407585148286,1.004006576957825,Iris-versicolor
+71,4.7996364547371835,3.0,1.4058994005227854,0.3210369566348866,Iris-setosa
+72,5.383721112994768,3.888187731063535,1.3065552694332339,0.4368841019177159,Iris-setosa
+73,6.282112307284744,3.2988258822058714,5.951565767082624,2.5,Iris-virginica
+74,7.9,3.781470847944172,6.433946594721968,2.0014082736309713,Iris-virginica
+75,5.771839222178842,2.701325161052436,5.089577752607098,1.9183257089567474,Iris-virginica
+76,6.3818419968919935,3.2078445926541503,5.305785548215713,2.3050942530525216,Iris-virginica
+77,6.005869990013338,3.4027451855200255,4.496700752118472,1.6000004491550954,Iris-versicolor
+78,5.37383912739673,3.399592217787878,1.5024522224480092,0.4624193759886571,Iris-setosa
+79,6.393307347181182,3.186555734215241,5.3203152540037335,2.2825303957762553,Iris-virginica
+80,4.6212477108832895,3.0965613965871452,1.5094788203291336,0.19882359595627475,Iris-setosa
+81,7.686501509988664,3.0,6.133871522764491,2.2953434904011276,Iris-virginica
+82,4.3,3.0,1.1044714124967079,0.10000009135049916,Iris-setosa
+83,5.533352775880476,2.5055606540667266,3.9255185698637467,1.2702457633281385,Iris-versicolor
+84,7.692507153097632,2.603317464474914,6.9,2.301768797929856,Iris-virginica
+85,5.00942600224163,2.0,3.38471063298359,1.032669676998887,Iris-versicolor
+86,4.790558296675843,3.3986518644595045,1.5888237062953867,0.193969814905385,Iris-setosa
+87,5.197862350864111,2.7040841501087938,3.972272758456978,1.4054585180933952,Iris-versicolor
+88,5.419681425557165,3.0,4.479820932954098,1.4924522869903507,Iris-versicolor
+89,6.199773223937736,2.1960775509902817,4.473965745840898,1.5027702332247763,Iris-versicolor
+90,6.167079242324864,2.880037818701481,4.7387596226457385,1.3477185116588093,Iris-versicolor
+91,5.400064453547975,3.826696175341711,1.3420246613901683,0.37036284951700393,Iris-setosa
+92,6.811005342167345,3.106068351104366,5.117726937463567,2.2329531571831494,Iris-virginica
+93,5.071520934370054,3.3317860294502695,1.631871919255061,0.4051402371229348,Iris-setosa
+94,6.483987789845723,3.0,5.811129801854047,2.1749209460016887,Iris-virginica
+95,5.301035981380764,2.729087952880676,3.563896573158914,1.3498300971317831,Iris-versicolor
+96,6.373593177926378,3.1790011011823687,5.313555507207544,2.302165967645527,Iris-virginica
+97,5.120867479556871,3.2927084401140254,1.5927095906976227,0.48810809221805224,Iris-setosa
+98,5.691325546111885,3.0,4.110485161418432,1.2170646970904369,Iris-versicolor
+99,5.792850639805427,2.7912171064351967,5.094013580145852,2.3979485978570687,Iris-virginica
+100,4.98855143726102,3.0,1.6358243492939277,0.20206728232844734,Iris-setosa
+101,6.672990227574696,2.5007382522422015,5.89803312211771,1.7917445724193795,Iris-virginica
+102,4.589626959329612,3.0881317574161695,1.494344784427089,0.19958306563321337,Iris-setosa
+103,6.285603105165748,2.6882939822759186,4.8864588581024355,1.7990528757664908,Iris-virginica
+104,6.333431593037721,3.3067499291409743,6.021071486207318,2.5,Iris-virginica
+105,6.5712347761903676,3.0,4.391963187989959,1.3878565765957105,Iris-versicolor
+106,5.7770845019400685,2.793411725194574,5.09137513437059,2.400623077274495,Iris-virginica
+107,4.982406845039023,2.0,3.4793569659926837,0.966332618005977,Iris-versicolor
+108,6.721384343978626,2.496172179923087,5.801988217801276,1.8424394663373551,Iris-virginica
+109,4.80802899908971,3.4024031273147726,1.7948704530806578,0.201321578977364,Iris-setosa
+110,5.241195027143789,2.640093226366444,3.8180819196962297,1.3265983851072891,Iris-versicolor
+111,5.606481540327831,3.0,4.437873436696015,1.4555429281656056,Iris-versicolor
+112,7.687931875213548,2.5985079989471824,6.899998846134794,2.274614114034729,Iris-virginica
+113,5.174590428424307,2.595169626522097,3.736482655783652,1.3364302980784535,Iris-versicolor
+114,4.3,3.0,1.108163114790421,0.10000010314957247,Iris-setosa
+115,5.726186306473381,2.8063656043735747,4.530108471117311,1.2915378879835209,Iris-versicolor
+116,5.992759622538834,3.4066549535795856,4.486111221423612,1.5899334152817766,Iris-versicolor
+117,4.588415226014848,3.5836027374451813,1.000000505628258,0.20520561348119273,Iris-setosa
+118,5.113941425592736,2.496432041362953,3.0402279796824443,1.124677981017837,Iris-versicolor
+119,5.771124880135372,2.7988037959296954,4.471841485047218,1.239366777487647,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/24/test.csv b/iris/tab_ddpm/7_0/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/24/train.csv b/iris/tab_ddpm/7_0/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/24/val.csv b/iris/tab_ddpm/7_0/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/25/synth.csv b/iris/tab_ddpm/7_0/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe29851ab7550997b9b8047c0b413f162bcbdbc4
--- /dev/null
+++ b/iris/tab_ddpm/7_0/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.102013379592367,3.7726707695740225,1.5937177112271053,0.19172465975109937,Iris-setosa
+1,6.1823190391530565,2.1539219384409134,4.471417577146683,1.4635226662104104,Iris-versicolor
+2,4.577013997835696,3.599729294877532,1.0,0.19744052188601594,Iris-setosa
+3,7.718029134135289,2.578122556586276,6.9,2.304163420723561,Iris-virginica
+4,6.444555904971409,3.0829840874550123,5.45305210441711,2.2333195719432597,Iris-virginica
+5,6.558941317158678,2.8084857686025173,4.622999161419136,1.4915864414569515,Iris-versicolor
+6,7.667677291907816,2.622037942081297,6.899998303272875,2.2910820524523503,Iris-virginica
+7,5.014061916124444,3.0,1.5674944570924216,0.20170744215298517,Iris-setosa
+8,4.989538113814037,3.4075484755792256,1.6530381909227518,0.41904840506915175,Iris-setosa
+9,5.7965994931889275,2.7978605129859093,5.0899803515192925,2.404448531403202,Iris-virginica
+10,5.165480174621741,3.4063644908375963,1.4075804442401114,0.19835445364539034,Iris-setosa
+11,6.005013391385546,2.202869644043497,4.056579668510559,1.0053164781989876,Iris-versicolor
+12,6.657406310567104,2.931979046814663,4.569584765529648,1.4285979483993299,Iris-versicolor
+13,5.788245769649575,2.6942797222793335,5.09829347878444,1.9115334912790323,Iris-virginica
+14,6.288274307958273,3.3962133192579627,5.585488898707456,2.3931974355785153,Iris-virginica
+15,6.690280100910079,3.0,4.978982993549839,1.7061762105146618,Iris-versicolor
+16,6.8308494866859,3.203384433539718,5.760602670036152,2.3019854184398825,Iris-virginica
+17,7.9,3.794793059932876,6.467273870789667,2.0230472765559244,Iris-virginica
+18,6.800582179996829,2.8025128102524617,4.783749728931664,1.3724381751558528,Iris-versicolor
+19,6.879092260792975,3.0862188991980317,5.122778019445775,2.2840983088149964,Iris-virginica
+20,7.178542337930023,3.1936572559668903,6.016333414389819,1.8260498223963448,Iris-virginica
+21,6.874637782009044,3.2095362113710753,5.789358375434772,2.2969352812126,Iris-virginica
+22,5.674815936414513,2.8200494334389563,4.300420336602626,1.2803589360518424,Iris-versicolor
+23,5.781424713738989,2.700342367571297,5.158366961686307,1.9093615092474379,Iris-virginica
+24,4.3,3.0,1.0967932375098055,0.1,Iris-setosa
+25,7.716764848455548,2.607537624804044,6.899999009934873,2.306633958340706,Iris-virginica
+26,5.387343532518992,3.0,4.501166926815624,1.4941417928620773,Iris-versicolor
+27,5.520567863184467,2.414836263225182,3.7916206047061403,1.021672335234747,Iris-versicolor
+28,5.013449399169939,3.597959225420684,1.3900065224483202,0.2011238293623156,Iris-setosa
+29,7.702175869020555,2.6008008012103465,6.89999863689025,2.2983364247719615,Iris-virginica
+30,7.6929930606739765,2.7888889418562264,6.680554680584563,1.9984710093800095,Iris-virginica
+31,5.781650118206955,2.6981048100375817,5.0885345404526605,1.8962001996784479,Iris-virginica
+32,6.497009114627481,2.8145650041360337,4.586497786244007,1.4959554384815337,Iris-versicolor
+33,4.781564904973351,3.394741081909252,1.7151371462219434,0.2023651573247247,Iris-setosa
+34,5.997567593116288,2.2051499478333283,4.06005833255191,1.0325381930630906,Iris-versicolor
+35,6.803618093760743,3.1979461008973886,5.846969380161159,2.3034143763714225,Iris-virginica
+36,6.662192687466626,3.0974255067099024,4.705080762748744,1.5022943207164985,Iris-versicolor
+37,5.040137260956886,2.0,3.5966085125860348,0.9912877894451702,Iris-versicolor
+38,6.219136984081207,2.2023367507102884,4.488556662412792,1.4968476126300285,Iris-versicolor
+39,5.792140762414133,2.7048699929858664,5.078735993487864,1.8788773484634305,Iris-virginica
+40,6.678507677424606,2.4879104482099814,5.796693941679538,1.8142976144807628,Iris-virginica
+41,6.487030512223536,3.2026903449667348,5.121270458441293,2.0704862872582317,Iris-virginica
+42,5.847752212717756,2.866806531419815,4.529166653707343,1.3418472629324074,Iris-versicolor
+43,7.700799761086314,2.8110084354684837,6.708330044882354,2.0346892938907493,Iris-virginica
+44,5.165481119251188,3.4814191572688267,1.40230855519186,0.19927496023541308,Iris-setosa
+45,6.09470260538435,2.5967927306641823,5.580741142516519,1.419217819458006,Iris-virginica
+46,4.3,3.0,1.1124900869003052,0.1000001277093318,Iris-setosa
+47,5.812484547046161,2.6834980812905256,4.084743717682363,0.9882328060589669,Iris-versicolor
+48,5.198516247089745,2.7150884757219464,3.921003525326839,1.4008756836813114,Iris-versicolor
+49,5.7042904179227785,3.8064556094498228,1.722744637905213,0.3517446971512284,Iris-setosa
+50,4.799321817683506,3.402499570691907,1.6389183655498925,0.1985769380559118,Iris-setosa
+51,6.460193224522925,3.0,5.774861751198052,2.1990124942516656,Iris-virginica
+52,4.3,3.0,1.0943605247375916,0.10000011316785633,Iris-setosa
+53,6.798385967541165,3.1803312274442725,5.707846328095336,2.294323680482214,Iris-virginica
+54,5.588818809162354,2.491754203369968,3.868270775503398,1.0884478448190684,Iris-versicolor
+55,7.7003675890132675,2.588620604761913,6.9,2.2806932715006147,Iris-virginica
+56,7.1400626636820075,3.193960656214158,5.964048833453178,1.8448702614227395,Iris-virginica
+57,5.394190825441016,3.92790065439004,1.2783102009658074,0.3491305401498019,Iris-setosa
+58,6.599282643678112,3.0,4.414556801195744,1.412514025487382,Iris-versicolor
+59,6.6967879549246625,3.0917650463277355,4.693853377146155,1.4807034166788153,Iris-versicolor
+60,5.010312048872587,3.39205365361735,1.5926843681030303,0.4321493843299392,Iris-setosa
+61,6.187094156186671,3.399612282479522,5.384101422575809,2.2823588756975663,Iris-virginica
+62,6.578405462730595,3.0,4.3512875986047534,1.3841149449222458,Iris-versicolor
+63,6.689244764026366,3.0,4.998282143742947,1.714761053706425,Iris-versicolor
+64,7.181724470205836,3.1897887462515615,5.931092276061468,1.8108224583553283,Iris-virginica
+65,6.3246815482578995,3.3072503227906216,6.061586650761216,2.4999997944825867,Iris-virginica
+66,6.2200018294855175,3.3844631692819362,5.374109764274834,2.2794615947965458,Iris-virginica
+67,4.828449836528402,3.0,1.4063353789837123,0.10000010845972991,Iris-setosa
+68,7.709932692033216,2.8087943158529374,6.691965771219904,1.9997128307591572,Iris-virginica
+69,6.491322844215349,3.0,5.795458649670822,2.185915004636582,Iris-virginica
+70,5.101002641801598,3.80670358804112,1.5962217421881784,0.19829399891541466,Iris-setosa
+71,6.70244112756713,3.100376175816252,4.702840338017164,1.5095038426787009,Iris-versicolor
+72,4.888913302686282,3.0209220426446928,1.4681139942302714,0.10000012358040371,Iris-setosa
+73,5.195756603780009,3.349800617893682,1.5728469170483328,0.4459845592719471,Iris-setosa
+74,4.8043928711211,3.0,1.408793180321726,0.10000011816609791,Iris-setosa
+75,6.179920076327527,2.1858404882690556,4.511759422917745,1.4934096898864666,Iris-versicolor
+76,4.597782813258974,3.622879879344866,1.0,0.19738469240171663,Iris-setosa
+77,6.210519966604399,3.4019286878234642,5.4445890496883464,2.2783301825393556,Iris-virginica
+78,6.210994485593358,2.8034667895207357,4.823997119026982,1.7773148430723484,Iris-virginica
+79,6.688680832736762,3.110594424342669,4.7162246938392425,1.5088680354324435,Iris-versicolor
+80,6.476785939471041,2.801987421928329,4.5980229545199265,1.5003329131281824,Iris-versicolor
+81,6.329107435882999,3.295733591107392,6.031266980072924,2.5,Iris-virginica
+82,6.027876997204129,2.2002562942471586,5.011541186180526,1.5288870784114257,Iris-virginica
+83,5.512631398815155,2.378982604121196,3.688448342576633,1.005595875052667,Iris-versicolor
+84,6.100525890754864,2.601828628156148,5.647865059902073,1.3710161540790258,Iris-virginica
+85,6.547741719562026,2.810938864152104,4.619337802474151,1.4824396757708258,Iris-versicolor
+86,5.982831295187677,3.3970849842498296,4.513015833401339,1.6104087461448207,Iris-versicolor
+87,4.613774178337715,3.096861020051415,1.4814906403391068,0.19785631160209638,Iris-setosa
+88,6.424180242533358,3.0,5.723160650538702,2.236516185783437,Iris-virginica
+89,6.916532471325657,3.1087422874685005,5.087605670547736,2.289019068840938,Iris-virginica
+90,4.99426142760323,2.0,3.6321989872456313,1.0168980413958686,Iris-versicolor
+91,4.800547709404092,3.3977437835763755,1.8245154913208004,0.2041739013622685,Iris-setosa
+92,6.314170308316663,3.3009992303348303,6.048757636514091,2.5,Iris-virginica
+93,5.692254950733703,3.7645487626894782,1.672341350036322,0.27619019859522526,Iris-setosa
+94,7.705447095891082,2.6036742215118363,6.899998916008005,2.290734799302988,Iris-virginica
+95,4.59591930436757,3.6526298892527698,1.0,0.19061968280143177,Iris-setosa
+96,6.714801416749909,3.0,5.0111786417652135,1.6794706139433726,Iris-versicolor
+97,4.403729436120021,2.9068029839774474,1.4006771363852029,0.19952212577548825,Iris-setosa
+98,5.77413305074835,2.695895860651193,5.123770425001026,1.9226827425711923,Iris-virginica
+99,5.967414892239466,2.890797151454745,4.48125710450374,1.462623159834935,Iris-versicolor
+100,7.584976394834889,3.0,5.805783268952285,2.2773478612231655,Iris-virginica
+101,5.588917671621483,2.9162921772151034,3.6837793584525644,1.3136271366093635,Iris-versicolor
+102,5.5972440546566204,2.503636465425266,3.929368745436555,1.1304316603174236,Iris-versicolor
+103,6.683200658885398,3.0,4.983197284860782,1.6876027770174136,Iris-versicolor
+104,5.6585860269702115,3.7528633138895624,1.5935014340004472,0.2748928713907374,Iris-setosa
+105,6.666448541857131,2.5061029375466597,5.753821197720511,1.793514011307296,Iris-virginica
+106,4.3,3.0,1.09688411462608,0.1,Iris-setosa
+107,5.074579655578695,3.2707633835728815,1.6340820148984214,0.4327328892095301,Iris-setosa
+108,5.011907996729337,3.0,1.614030242020304,0.1944804778718598,Iris-setosa
+109,5.089045525049298,3.8080673270091583,1.5550764348883288,0.2033784184913494,Iris-setosa
+110,5.943767014547549,2.286188544195786,4.061925340894334,1.0729833066943297,Iris-versicolor
+111,5.209061913336054,3.4044684879042943,1.399309247007577,0.1990091790644421,Iris-setosa
+112,5.562741536569766,3.0,4.5292931341335265,1.506899359325392,Iris-versicolor
+113,7.692576388382241,2.5798709826148207,6.9,2.3074379607074498,Iris-virginica
+114,7.577713300147749,3.0,6.600891663546881,2.108420967837893,Iris-virginica
+115,4.994387746795614,2.0,3.545230320631716,1.0525609957174096,Iris-versicolor
+116,5.815256230210738,2.6866207973980294,5.089831635159942,1.8921132083155412,Iris-virginica
+117,5.542195045878301,2.5056786299595433,4.038424775863372,1.2621064375626743,Iris-versicolor
+118,5.566596290022431,3.0,4.488776966699651,1.4969701896918532,Iris-versicolor
+119,5.7929351571290475,2.713729749233942,5.079963160168082,1.9113363319926484,Iris-virginica
diff --git a/iris/tab_ddpm/7_0/25/test.csv b/iris/tab_ddpm/7_0/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/25/train.csv b/iris/tab_ddpm/7_0/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/25/val.csv b/iris/tab_ddpm/7_0/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/26/synth.csv b/iris/tab_ddpm/7_0/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c3d548013049baeb59873fa188072dd7e989db3
--- /dev/null
+++ b/iris/tab_ddpm/7_0/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.006515311266954,2.0,3.2523774839940254,1.0072069435624018,Iris-versicolor
+1,6.190135614732902,3.403571192662269,5.419111301347227,2.301750577959176,Iris-virginica
+2,5.444214351982787,3.0,4.4939454197689646,1.4996546085060725,Iris-versicolor
+3,5.495888211405212,2.4942488594838306,3.996453637977539,1.3014642275457218,Iris-versicolor
+4,6.3303031226243025,3.3910396484351644,5.582093100051239,2.3972271633909594,Iris-virginica
+5,6.852222555142205,3.109069528969677,5.118809227007217,2.2813002991415177,Iris-virginica
+6,6.30501531683723,3.398498209697812,5.585995257326139,2.3942409712276023,Iris-virginica
+7,5.1062888750210975,3.7736055170246976,1.687506432954893,0.2008626251629892,Iris-setosa
+8,6.260026860643165,3.401218791666174,5.5771307181674175,2.348448307505781,Iris-virginica
+9,5.008528111361078,3.39286393838951,1.6636061608923556,0.3688993012704245,Iris-setosa
+10,4.3000005074941265,3.0,1.0961703151402342,0.10000010128220102,Iris-setosa
+11,6.193158778485851,2.195598840125504,4.4964703921498055,1.5113924837691932,Iris-versicolor
+12,4.981478198230781,3.4007630369756834,1.6051470885570798,0.3266111533245179,Iris-setosa
+13,5.373618472880612,2.4264941489172056,3.6316122789799277,1.036493388483744,Iris-versicolor
+14,6.20477526991527,2.871393713304246,4.565687680884618,1.4985141486984237,Iris-versicolor
+15,5.205282524753969,3.4020797283182773,1.3933417973318516,0.20127046274811597,Iris-setosa
+16,5.083621362009139,3.2838012277287993,1.5984596963296465,0.4727494548461807,Iris-setosa
+17,5.0242139559630035,3.3679501925198494,1.672595712545564,0.4795255873201918,Iris-setosa
+18,5.57288810586707,2.9106123508073245,3.5807013609008806,1.3344574858680907,Iris-versicolor
+19,4.614008428634781,3.0926181564952113,1.52139302499545,0.20288125809097815,Iris-setosa
+20,6.491843581717488,3.1865903934724136,5.065257053469199,2.0304860922434385,Iris-virginica
+21,4.787101214597682,3.397575174216692,1.7599965096977328,0.2023223035106936,Iris-setosa
+22,5.1541537918725995,3.405863049840162,1.3845499002536181,0.19615363182985168,Iris-setosa
+23,6.210096728885514,3.3973385669052383,5.373534750020137,2.30638735300598,Iris-virginica
+24,6.104035606824135,2.8998113244982315,4.713742732072859,1.3548389173007054,Iris-versicolor
+25,7.9,3.8609512441565244,6.3976824419395575,2.0265272174217177,Iris-virginica
+26,5.573536214714862,2.4331893329770824,3.845055486710742,1.1105493886753968,Iris-versicolor
+27,4.580270369213233,3.58320510636134,1.0000004592183782,0.19579925646025875,Iris-setosa
+28,5.694362954992849,3.7610819151581056,1.59155028838914,0.27512368771635937,Iris-setosa
+29,4.600266730089908,3.6100854600817223,1.0,0.20143376212445124,Iris-setosa
+30,6.164273033619892,2.8323717547693668,4.70395221767801,1.2317354710571422,Iris-versicolor
+31,7.241705491663943,3.1679796132478617,5.949001320553829,1.8683377060765642,Iris-virginica
+32,5.52011660573416,4.2,1.4082507149495913,0.20851655425541735,Iris-setosa
+33,4.627207532958195,3.1282461817473055,1.4374767044950567,0.20400442112254755,Iris-setosa
+34,6.5879319978348585,3.0,4.406968401044416,1.399537596911939,Iris-versicolor
+35,6.095726332235262,2.600132543561635,5.564275535441603,1.4256505280020197,Iris-virginica
+36,4.781715744861132,3.0,1.394087283650732,0.2629999060641307,Iris-setosa
+37,5.821322401581576,2.8084425063182024,5.101481878062888,2.406711291251406,Iris-virginica
+38,5.387709237661165,3.8868050192202466,1.2959876802408323,0.3547761466272656,Iris-setosa
+39,6.229377494820106,3.4020663511989593,5.441584093849114,2.3396962777900074,Iris-virginica
+40,6.7812816483116745,3.1294425486528943,5.185111111763656,2.3016028159983977,Iris-virginica
+41,6.4571985054690195,3.0,5.770940183217137,2.1550928648183723,Iris-virginica
+42,4.3000005306623885,3.0,1.0988452029695228,0.10000012400070775,Iris-setosa
+43,7.205839996936267,3.1704061381003035,5.94801411166814,1.765735194206123,Iris-virginica
+44,6.223912993707436,2.7663463929664664,4.845786336688171,1.7845023934083257,Iris-virginica
+45,5.0675128886663305,3.753502118810754,1.580097273611682,0.2015903575782355,Iris-setosa
+46,5.8010200755236445,2.689851127978794,5.0943596527717,1.87894999360951,Iris-virginica
+47,5.006499409947111,2.0,3.464395762204162,0.9971738960930384,Iris-versicolor
+48,5.999121178767743,3.403788506499705,4.533527823611237,1.614213417412372,Iris-versicolor
+49,5.770918123392179,2.7090756627960375,5.138325526637846,1.8986101721880224,Iris-virginica
+50,6.338326757961969,3.3033418572276605,6.054926625719687,2.5,Iris-virginica
+51,5.519186073813082,2.4462976709368016,3.8122922300187225,1.0651274931666086,Iris-versicolor
+52,6.1885673830762755,2.1997987483464065,4.482484431230079,1.4958594629196105,Iris-versicolor
+53,6.589128330699369,3.0,4.38222771128212,1.372313693355411,Iris-versicolor
+54,5.091152792523641,2.485021759997,2.9796481289867414,1.1076510460950486,Iris-versicolor
+55,4.752408607875154,3.400846900952912,1.6186311018355066,0.1975908277611318,Iris-setosa
+56,4.3,3.0,1.0987111542661443,0.1,Iris-setosa
+57,7.690250344815261,2.6175157606994803,6.89999877976718,2.287981951137121,Iris-virginica
+58,7.682495548522191,3.0,6.115803788185992,2.30675613156491,Iris-virginica
+59,5.538121840106811,2.342274456531623,3.678158343238871,0.9462288765650437,Iris-versicolor
+60,4.801891616227973,3.0,1.4012249796492244,0.1,Iris-setosa
+61,6.307730131696702,2.707901951257581,4.873334972327047,1.7986058814653783,Iris-virginica
+62,6.658046489518489,3.028666003670371,4.643021247679405,1.486794432648194,Iris-versicolor
+63,7.690779078875979,2.8292758967369314,6.661118295883459,2.039239940652412,Iris-virginica
+64,5.132488388835707,2.5416055561977378,3.328230860646661,1.1453325726461967,Iris-versicolor
+65,6.856042179238397,3.1336789382468835,5.219690909852613,2.289614256791309,Iris-virginica
+66,6.188361172557193,3.39958293760936,5.417010660670855,2.308605656685512,Iris-virginica
+67,4.3,3.0,1.1021796528602417,0.10000009412880949,Iris-setosa
+68,5.045282335134516,2.485252452386209,2.994930457526566,1.083593630874781,Iris-versicolor
+69,7.39057219621028,3.039375794232386,6.392178034335671,2.1228880320292047,Iris-virginica
+70,7.9,3.8215046338922916,6.384879575984458,1.9903689177265111,Iris-virginica
+71,5.095622670341047,3.294510959036021,1.6385377263743965,0.5876506403102968,Iris-setosa
+72,6.741970530942391,2.8066997543127745,4.780920443979414,1.467114854403967,Iris-versicolor
+73,6.00578523100247,3.403404927315036,4.498679515076742,1.5998307865698251,Iris-versicolor
+74,4.599727320497259,3.6226042221574226,1.0000004703122276,0.19715562995544247,Iris-setosa
+75,4.609817816018321,3.178885031332214,1.409759758286322,0.1994507896639169,Iris-setosa
+76,4.598664448468194,3.102508362111619,1.514004905753144,0.19881807460384807,Iris-setosa
+77,5.672420200246249,2.9128153467954765,4.051368289463996,1.301323873261656,Iris-versicolor
+78,4.394135950561094,3.0,1.3638761043751861,0.19631732856630268,Iris-setosa
+79,4.895391353212224,3.112150749721854,1.4961182471152785,0.10000010429075125,Iris-setosa
+80,7.614323473471092,3.0,6.610744229346123,2.1257610757261722,Iris-virginica
+81,5.060316836497154,3.5786828656814986,1.41160219146195,0.19905787678757192,Iris-setosa
+82,4.882894238467768,3.064205075776443,1.47582399482761,0.10000011905110993,Iris-setosa
+83,6.684485551452554,3.0,4.9786354565994895,1.6930838814507376,Iris-versicolor
+84,5.714928600750947,3.7938740315017214,1.633672713168076,0.27758243728734877,Iris-setosa
+85,6.091986526531612,2.5945142297537895,5.604251078270274,1.4227885626830874,Iris-virginica
+86,6.328439098163998,2.6074200902000855,4.941164150495148,1.8005608162841502,Iris-virginica
+87,5.997665579253041,2.193100553644193,4.053545334527297,1.0128170272408412,Iris-versicolor
+88,5.913217526923098,3.188789472645291,4.826188642252027,1.8042731947062818,Iris-versicolor
+89,5.772064761446514,2.708240396344547,5.09638536147669,1.8964143566750327,Iris-virginica
+90,6.461648523926962,3.0,5.79563048124889,2.2205555207869656,Iris-virginica
+91,4.801498483562147,3.0,1.3796811959353246,0.1,Iris-setosa
+92,7.717974319883355,2.560449659872235,6.9,2.30311023187196,Iris-virginica
+93,5.124466913317809,2.5058600798183943,3.0118333402745012,1.1085574625122878,Iris-versicolor
+94,6.516444390910421,3.0,5.823259186237655,2.2124972494676474,Iris-virginica
+95,7.899998171031129,3.725389281556588,6.397848284491534,2.002786589750417,Iris-virginica
+96,6.5119731835123265,3.1960481541738845,5.118645110832723,2.0061278076983085,Iris-virginica
+97,5.712610889986556,3.0,4.226123981323121,1.2189475574251967,Iris-versicolor
+98,5.604253145027111,2.886039443074771,3.6489396681118222,1.3002985030192633,Iris-versicolor
+99,5.78665704169563,2.6912441084443817,5.128655642312815,1.9231340125675227,Iris-virginica
+100,7.691043828814814,3.0,6.116315987929417,2.2834776038223144,Iris-virginica
+101,6.000231052260087,2.1990102684252206,4.005200725276346,1.012116174312513,Iris-versicolor
+102,7.6495736648206,2.5878020045437164,6.9,2.2918254876247457,Iris-virginica
+103,6.313238979221638,2.5001094395269754,4.994933398820427,1.9159480958231139,Iris-virginica
+104,5.614556768421382,2.525162986677258,4.048837772323552,1.1721418045086243,Iris-versicolor
+105,6.0860537968920285,2.609539973890232,5.584216744717208,1.4008226681227272,Iris-virginica
+106,6.133887343201111,2.887445225856413,4.697149410625833,1.3793274243271187,Iris-versicolor
+107,5.802781507951321,2.7556717987075108,4.409794606574295,1.1454803060870624,Iris-versicolor
+108,6.196973116251842,3.3976033438406064,5.370320528064816,2.288057238753846,Iris-virginica
+109,4.300000548053207,3.0,1.110146200200972,0.1,Iris-setosa
+110,4.808562410646977,3.398998481015525,1.872347792943325,0.2014097518697618,Iris-setosa
+111,5.905083579785236,3.0,4.282298259263779,1.2970836839775128,Iris-versicolor
+112,5.990014026750986,2.2112134677915134,4.021675405778081,0.9723781678156472,Iris-versicolor
+113,6.006715520677956,3.397376379482532,4.484556629420022,1.595198385063343,Iris-versicolor
+114,6.813652483183059,3.2001629119907427,5.945469026112668,2.3056309348760338,Iris-virginica
+115,5.532970367182633,2.4201133972215043,3.770485406992287,1.0242294094148967,Iris-versicolor
+116,7.572611218953116,3.0,6.592574994715832,2.083326547447271,Iris-virginica
+117,5.418407246215497,2.4487569526056627,3.710790227373973,1.1016239852223721,Iris-versicolor
+118,5.083444176442364,2.4939731654233173,2.87427982089753,1.094035926209566,Iris-versicolor
+119,4.791090837655339,3.3982876563662674,1.8037374210418011,0.20209784461353011,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/26/test.csv b/iris/tab_ddpm/7_0/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/26/train.csv b/iris/tab_ddpm/7_0/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/26/val.csv b/iris/tab_ddpm/7_0/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/27/synth.csv b/iris/tab_ddpm/7_0/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c3539c62fcd67f70e37849f1a30629cd170e151
--- /dev/null
+++ b/iris/tab_ddpm/7_0/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.899998062867545,3.783279606802324,6.433963073890501,1.9753975338733054,Iris-virginica
+1,4.397122549249311,2.899730523786203,1.4075098786976046,0.1959946096139657,Iris-setosa
+2,5.104739971932773,3.4554733589446296,1.4025657978302546,0.1951176892228546,Iris-setosa
+3,6.5130742262007315,3.1968326757746475,5.103986502412307,2.038977744838343,Iris-virginica
+4,4.918213242563974,3.0960428541129072,1.493317098177143,0.1,Iris-setosa
+5,7.690562740806512,2.81438666942606,6.684055132074665,2.006694799956561,Iris-virginica
+6,4.445787152193136,2.976497983977885,1.4025728642276654,0.20502571826268096,Iris-setosa
+7,6.187038807675054,2.196759600848633,4.541575107215713,1.5080768278878527,Iris-versicolor
+8,4.918818142705936,3.4036380226781136,1.8139415446904865,0.2589879072539181,Iris-setosa
+9,4.3,3.0,1.1009740055962984,0.10000009663089575,Iris-setosa
+10,4.601891583439809,3.1722768410331468,1.430294558492809,0.20181569763868265,Iris-setosa
+11,4.597301056729122,3.6418561532516,1.0000003855109842,0.19659865602647605,Iris-setosa
+12,5.555028644579115,3.0,4.520087287898557,1.4936229135083319,Iris-versicolor
+13,4.408038443950942,3.180401672653065,1.3117572956407781,0.19864227053861394,Iris-setosa
+14,6.137502797082237,2.8005476017945616,4.676338079453738,1.1956223067389589,Iris-versicolor
+15,6.390021134849044,3.071736397553456,5.560011265402186,2.2286584408792858,Iris-virginica
+16,6.299114645445917,2.6828579755586,4.896563808714262,1.8248977018234778,Iris-virginica
+17,6.00797612425376,3.4014239088342695,4.503189702785248,1.6092499503848336,Iris-versicolor
+18,5.151982865515333,2.6106391574076158,3.8411545472002167,1.3533467318713248,Iris-versicolor
+19,4.3,3.0,1.0862836257934299,0.1,Iris-setosa
+20,5.07431514996256,3.806609877280298,1.704860099230868,0.19809085241967184,Iris-setosa
+21,6.6765068925052375,2.4886684216408286,5.755400763635851,1.8040767313658297,Iris-virginica
+22,5.030644250714193,3.0,1.7193825700890293,0.20010104007921206,Iris-setosa
+23,6.003173879651561,3.39069150983196,4.514858378782183,1.5963558357000587,Iris-versicolor
+24,6.338649663375465,3.34256709005937,5.4087951928604845,2.3546070545747835,Iris-virginica
+25,6.007784439385993,2.203896292543643,5.006638493980599,1.4982361597133997,Iris-virginica
+26,5.889863947033378,2.8903127081932913,4.417261382704801,1.4330085263977779,Iris-versicolor
+27,5.155723189757619,2.705563131063353,3.903115601064718,1.4050695068991832,Iris-versicolor
+28,5.678249782066849,2.9681423537254177,3.9710477578769465,1.2226098377940164,Iris-versicolor
+29,6.311221671287932,3.2993346239656036,5.990080647287732,2.5,Iris-virginica
+30,6.28360500997809,3.4021056831920706,5.557713989903821,2.391312918902413,Iris-virginica
+31,6.925061185975802,3.1827724343953085,5.581369241225065,2.312218951342579,Iris-virginica
+32,5.594159593069825,2.905936449087992,3.484808063611654,1.311038036026532,Iris-versicolor
+33,5.385264975004268,3.0,4.50705753197159,1.5016955728652073,Iris-versicolor
+34,4.806032718401398,3.4018006146673097,1.7926214569108405,0.2008031176134142,Iris-setosa
+35,5.510357032992408,4.199999286394275,1.3953342284802854,0.19978368264588325,Iris-setosa
+36,5.600597224922309,2.8937248580577277,3.752245637739081,1.31258067270882,Iris-versicolor
+37,5.5960291063162995,2.4928753202866227,3.928162130261197,1.0967589078731208,Iris-versicolor
+38,6.3252483733320854,3.399932321698001,5.583519794552611,2.3915787424192696,Iris-virginica
+39,6.681109654144957,2.7965424613879843,4.692427178167734,1.4363313361552692,Iris-versicolor
+40,5.800071458351697,2.726833447590383,4.191568780263515,1.0217031158204828,Iris-versicolor
+41,5.9096536156761825,3.2097953492334854,4.803807577916972,1.794645229898618,Iris-versicolor
+42,4.986804749878077,3.6281948464029203,1.407496591856818,0.20021413367416027,Iris-setosa
+43,6.266047069837802,2.719495224449219,4.899221118259069,1.8005408697745935,Iris-virginica
+44,4.388143583137373,3.158541918244154,1.2774147270481273,0.1953899890318616,Iris-setosa
+45,5.991824866166675,3.4033735620485763,4.466281824705004,1.5875020322972728,Iris-versicolor
+46,6.381229223305988,3.1916374486826693,5.269099473212085,2.3030794099784218,Iris-virginica
+47,6.478631695913252,2.811085826268937,4.613328089987517,1.5001627112532248,Iris-versicolor
+48,5.026234584503902,3.5735752663465377,1.3841735997324227,0.20255119929933818,Iris-setosa
+49,7.687802655150049,2.590363781985853,6.8999988858814625,2.304027953545482,Iris-virginica
+50,4.816764247466198,3.0,1.4009378675966977,0.1,Iris-setosa
+51,7.704049481072126,3.0,6.178610841849525,2.2871197360463706,Iris-virginica
+52,5.1830194328102435,2.691815601459843,3.835674823330665,1.3959405158322384,Iris-versicolor
+53,6.7137772637722355,2.505673253111941,5.846389343339202,1.814878588835809,Iris-virginica
+54,4.3,3.0,1.0955567362522924,0.10000010395802558,Iris-setosa
+55,5.790686051561055,2.707817521404155,5.0995586328478675,1.9296173622518897,Iris-virginica
+56,4.8649593639471,3.0091252790311533,1.4710591846115346,0.10000009367051993,Iris-setosa
+57,4.899078866561514,3.0569356167454065,1.4736149234236096,0.10000024437934255,Iris-setosa
+58,4.594658948148221,3.636982620001971,1.0,0.2015114967279996,Iris-setosa
+59,6.821301373498135,3.2014053405254566,5.808156606532361,2.3037446431155013,Iris-virginica
+60,6.808075407208062,3.187621871029281,5.892878756834962,2.3035646269952244,Iris-virginica
+61,6.692991886052665,2.487150044999899,5.804008333149633,1.7967783001183621,Iris-virginica
+62,7.152615746802518,3.2006959489004436,5.948885840033794,1.8083189934474366,Iris-virginica
+63,5.465809283058093,4.2,1.4023057731902961,0.1930862125694509,Iris-setosa
+64,5.119872875745624,3.2552852511369483,1.754408186359539,0.3519305582919708,Iris-setosa
+65,5.789074220224281,2.7091401893609888,5.093868931302422,2.0020759319900456,Iris-virginica
+66,6.690913292166491,2.5029943435698354,5.785330214872389,1.807599768608515,Iris-virginica
+67,7.695701574039796,2.588093847845521,6.9,2.2899689397383565,Iris-virginica
+68,5.125937263900804,3.410640677001301,1.4034295395452032,0.1998459411363172,Iris-setosa
+69,5.09076343280046,3.41109096897927,1.5569975737689197,0.3294555274830253,Iris-setosa
+70,6.69446246630444,3.0,5.005879263033994,1.6842444864757513,Iris-versicolor
+71,5.902538163993812,3.205358728304124,4.77865006608441,1.7897850516813787,Iris-versicolor
+72,5.373294849441232,2.5240576658526277,3.921378165989582,1.3130820282618323,Iris-versicolor
+73,6.281101456941811,3.306568426957915,6.017592168761928,2.5,Iris-virginica
+74,6.102746096236356,2.5990669010302887,5.63649537874453,1.4074146608368303,Iris-virginica
+75,6.26795382671905,3.4006677431734347,5.567202338921366,2.3733976899828626,Iris-virginica
+76,6.5338641002551405,3.0,5.839382041486966,2.2171231576840396,Iris-virginica
+77,5.688678802223819,3.7940997887436785,1.8838547455260468,0.33740928986103275,Iris-setosa
+78,6.523082636984343,3.2085738650927977,5.124751017619108,2.0055503799486067,Iris-virginica
+79,4.418960212534694,2.9044490851986913,1.4150922673917774,0.20350977452516583,Iris-setosa
+80,5.158494715297581,3.30975211377996,1.6449622318883823,0.45363670261983685,Iris-setosa
+81,5.666843795010062,2.7929513322843933,4.457654942015841,1.2165394778320255,Iris-versicolor
+82,5.526688370785101,2.4655204850293075,3.965766678875468,1.2663702640097725,Iris-versicolor
+83,5.497158536660058,4.199999199206986,1.4020585330712472,0.20022397669368572,Iris-setosa
+84,6.589933556777928,3.0,4.392974687543449,1.402822398933756,Iris-versicolor
+85,6.119454159261716,2.8405803485264816,4.700823225184057,1.2560734422373625,Iris-versicolor
+86,5.794048186510686,2.702756451820624,5.17816771837615,1.8908388145295323,Iris-virginica
+87,4.795205340936848,3.0,1.4051801070335292,0.2739037116985858,Iris-setosa
+88,4.3,3.0,1.099793772960818,0.1,Iris-setosa
+89,6.537971047189741,2.8065710493824074,4.623542033842171,1.4982185994827921,Iris-versicolor
+90,6.974831104161383,3.1777790071615026,5.7820406323536355,2.300413769397868,Iris-virginica
+91,6.313096404906193,3.2998440951786803,5.967014232891815,2.4999996130242024,Iris-virginica
+92,6.474662615490304,2.788131592323674,4.618116721974285,1.4900904392284982,Iris-versicolor
+93,6.1899689105668045,3.4018950836767305,5.357017356236791,2.2997159854880973,Iris-virginica
+94,5.835933234264349,2.257584652680536,3.9933019432702217,1.0254290640362331,Iris-versicolor
+95,4.585243122468775,3.187018534681115,1.397935330129743,0.20122583280269205,Iris-setosa
+96,6.189942891091901,2.2020469112952106,4.481369871703891,1.499943372465589,Iris-versicolor
+97,7.685527511079161,2.599458206645714,6.899998508328867,2.2685588876276004,Iris-virginica
+98,6.1997116783693,2.1924809800105636,4.491133363260206,1.5086315727489688,Iris-versicolor
+99,6.773162257816459,2.8485671291948957,4.7831085644558256,1.4469364871633306,Iris-versicolor
+100,7.71435298413669,2.595434423608759,6.9,2.2942134366736404,Iris-virginica
+101,5.679545901045312,3.0,4.0120563722920926,1.2086359907389785,Iris-versicolor
+102,6.480253282743857,2.8064207980707674,4.590696547025149,1.4977061535785496,Iris-versicolor
+103,5.071288477671388,3.523769175137067,1.3974240305424588,0.19655144821414156,Iris-setosa
+104,6.3390527578041445,3.2837266648317707,6.008862261458889,2.499999773506346,Iris-virginica
+105,5.818843691313291,2.7041301939864613,5.107195161916276,1.9226026862373857,Iris-virginica
+106,5.691244670169578,3.805640216482128,1.7282113479384689,0.30330864389563356,Iris-setosa
+107,6.5630805890411015,2.997090854077307,4.424085873326138,1.416206030350725,Iris-versicolor
+108,6.215495712714195,2.207264378468082,4.48593047302491,1.4874746343522227,Iris-versicolor
+109,6.481495320616687,2.799634980049317,4.6098426754106425,1.5037522332808555,Iris-versicolor
+110,7.662964734257851,3.0,6.358907736824108,2.2476623842534744,Iris-virginica
+111,6.691826503707639,3.145729811156083,4.7173962859052425,1.5187769711599106,Iris-versicolor
+112,6.803509288452589,3.195893718637511,5.819275794457046,2.2843544464964234,Iris-virginica
+113,6.43614349104329,3.2454779419135753,4.708004717597668,1.5713338214133603,Iris-versicolor
+114,4.3,3.0,1.1074038231656842,0.1,Iris-setosa
+115,5.003030183850188,2.0,3.5945964182955312,1.0116481098739782,Iris-versicolor
+116,4.983454314718297,2.0,3.5367648299468977,0.9782473455013851,Iris-versicolor
+117,6.523238648504142,2.7995952349736664,4.605342090841416,1.5048301022915294,Iris-versicolor
+118,6.521448621097383,2.8050473850863673,4.600859908517104,1.5074118290862049,Iris-versicolor
+119,5.422171181450705,3.0,4.509682187233983,1.5088314828552027,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/27/test.csv b/iris/tab_ddpm/7_0/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/27/train.csv b/iris/tab_ddpm/7_0/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/27/val.csv b/iris/tab_ddpm/7_0/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/28/synth.csv b/iris/tab_ddpm/7_0/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ded769454853f16eb35b5da7593d78d06f33d18
--- /dev/null
+++ b/iris/tab_ddpm/7_0/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.420379084963376,3.9059309151976986,1.314252926709338,0.3781654508178775,Iris-setosa
+1,6.711216646345077,3.0655914328843172,4.628868138895934,1.4958880993839192,Iris-versicolor
+2,6.494430676130062,3.2060036217486543,5.087926259048102,1.9901353866401879,Iris-virginica
+3,5.143224485243459,3.438321187884562,1.3997068564218054,0.19895585392357631,Iris-setosa
+4,5.414382512735454,3.4038416032765975,1.4893599112541078,0.38721758378477095,Iris-setosa
+5,6.021274140706166,2.2143924515431546,3.951064484524014,1.0040372187604407,Iris-versicolor
+6,5.232517433161315,3.393241746710885,1.405930448106371,0.1964884030652735,Iris-setosa
+7,6.119474646117404,2.5950369753164186,5.581583834712911,1.3959918201024335,Iris-virginica
+8,6.012919957451539,3.3908595739755625,4.528755994295306,1.5988413428282757,Iris-versicolor
+9,6.301171621150249,2.693450714572028,4.900477197736942,1.8016717836740295,Iris-virginica
+10,5.922369781634888,3.17045254560524,4.827965132760377,1.7921100716574112,Iris-versicolor
+11,5.688614853163998,3.786758180890301,1.624970960246275,0.27312430698194823,Iris-setosa
+12,6.355160749835295,3.306045963639076,5.9852898496786855,2.5,Iris-virginica
+13,6.310241309198735,3.3172851844313267,5.995141763990972,2.5,Iris-virginica
+14,5.645561274451775,3.0,4.44707089239277,1.471689739608564,Iris-versicolor
+15,6.227184131078011,2.7931607209055667,4.836763848654044,1.7931558116002884,Iris-virginica
+16,4.9138756472581875,3.1196194681706615,1.4963927434433135,0.1,Iris-setosa
+17,5.496134311073142,2.500291969968328,4.0885884549857785,1.3131373247311409,Iris-versicolor
+18,6.00325459929316,2.2144081406818352,4.990685731909782,1.4743721943519363,Iris-virginica
+19,7.520393583276065,3.034224445371769,6.452469108211818,2.037728508951882,Iris-virginica
+20,6.0145079943622255,2.203901674422384,4.987913037762463,1.4772177816598833,Iris-virginica
+21,7.717430623972588,2.8076121513683616,6.691569489020391,1.9777126586214064,Iris-virginica
+22,7.695333426178677,2.816470211579634,6.686215730931028,2.0297937468234792,Iris-virginica
+23,7.1941547008051066,3.190137201264467,6.072932359075644,1.8062893632537174,Iris-virginica
+24,6.088482919987429,2.9137441726100364,4.703057890625816,1.4219450733206513,Iris-versicolor
+25,6.387183296260654,3.201417536382705,5.275048658029873,2.2865321596398513,Iris-virginica
+26,4.600294597221515,3.1551224343775996,1.4273571576280017,0.20216102633240107,Iris-setosa
+27,5.003502687097407,2.000000565861449,3.574342223401052,0.9386779928992872,Iris-versicolor
+28,6.355921040765651,2.5121355800995286,5.011377567800293,1.8945065460055452,Iris-virginica
+29,6.28907776413325,3.401018253364166,5.607213206732912,2.3976169987627896,Iris-virginica
+30,6.213629982445215,2.21003657746603,4.51048868584378,1.5038052602538108,Iris-versicolor
+31,4.821958141884087,3.3989850591941817,2.040998967768593,0.2021912100247883,Iris-setosa
+32,6.582978680579942,3.0,5.887100288923255,2.2204948512575147,Iris-virginica
+33,6.0969663473673705,2.6168881613840536,5.563383988734594,1.389174731701757,Iris-virginica
+34,6.239743102522364,2.2021254307903386,4.46445156815806,1.4863457527029995,Iris-versicolor
+35,5.004966255737883,3.406171204650292,1.5998772684835558,0.41195683927912474,Iris-setosa
+36,4.812479751685372,3.400739588206527,1.7073883721142145,0.20361904890499405,Iris-setosa
+37,5.586531913701132,3.5913957472421556,1.5624261776518402,0.3575464482990993,Iris-setosa
+38,5.668592368534628,2.9599160293973137,4.233472158945003,1.2965223367272594,Iris-versicolor
+39,6.219574054540424,2.782117874261528,4.830621972731334,1.8037234394832014,Iris-virginica
+40,6.441944554954531,2.6856601362343193,4.627511192752526,1.5099995834357756,Iris-versicolor
+41,5.629300215797679,2.889297453158066,3.9260705887836194,1.308442756303333,Iris-versicolor
+42,6.569699246110774,3.0,4.359124017925683,1.4168531166087652,Iris-versicolor
+43,5.409925439508186,3.914595084481752,1.2820950850220372,0.43570193756361364,Iris-setosa
+44,5.8099676553317305,2.692976112782931,4.1192029334722084,0.8685984993545749,Iris-versicolor
+45,4.63177459033299,3.5869622320641965,1.0000004265927995,0.19603466791585314,Iris-setosa
+46,4.300000451993746,3.0,1.1018388606245115,0.10000011177811576,Iris-setosa
+47,5.76802152446758,2.670920542701041,4.045687224340913,0.9999296199788636,Iris-versicolor
+48,6.655802622290368,3.0,4.980104318929592,1.6759138175319352,Iris-versicolor
+49,5.894240270408482,3.19391196484571,4.761176119360123,1.8093835542136114,Iris-versicolor
+50,4.807516470055134,3.3966964166758875,1.5891384222167688,0.2007777299168443,Iris-setosa
+51,4.3,3.0,1.1008273615796498,0.1,Iris-setosa
+52,4.886417279225017,3.0493597724871533,1.483183709645421,0.1,Iris-setosa
+53,4.772032775619624,3.0,1.3995632665074786,0.31125554191902793,Iris-setosa
+54,5.050165613523793,2.0,3.5276113686175563,1.004333386203853,Iris-versicolor
+55,6.602297033704719,3.0,4.411046041170506,1.3899294956701609,Iris-versicolor
+56,5.47666712342421,3.0,4.467628580666256,1.4943530417998208,Iris-versicolor
+57,6.860294532986988,3.1926546038960213,5.765508316203471,2.292723722037374,Iris-virginica
+58,6.302673782457673,2.5714624684974847,4.960694896539952,1.850383896247641,Iris-virginica
+59,6.196369203679034,3.398878004947649,5.388181563097033,2.277650770924919,Iris-virginica
+60,6.300111422241652,3.4008092657411653,5.616796017208143,2.4026767391628736,Iris-virginica
+61,6.444905262415702,3.158723289071699,5.302521869604149,2.283887294193761,Iris-virginica
+62,5.376105556560199,3.78563354370098,1.3441383884903133,0.2775226050406904,Iris-setosa
+63,6.1121661391841915,2.6009531943612823,5.588696476387559,1.421338658484549,Iris-virginica
+64,6.293007128920063,3.309824342845311,6.008335388962216,2.5,Iris-virginica
+65,5.221887540788204,3.3984306635335835,1.38501249046175,0.20125002860761163,Iris-setosa
+66,5.020900592899773,2.000000871666685,3.4850410407589414,1.02969071215456,Iris-versicolor
+67,6.494616780106333,3.0,5.777700175023336,2.2117907861719597,Iris-virginica
+68,7.696451835994272,2.8064254363587504,6.695974939450874,2.0261875310333544,Iris-virginica
+69,5.796311948127928,2.705958235079693,4.099308947664645,1.0196289182893241,Iris-versicolor
+70,4.3,3.0,1.0991483306194927,0.1,Iris-setosa
+71,4.603177207118356,3.5559483729784036,1.0000004746456825,0.1985913015587475,Iris-setosa
+72,6.293687992206354,3.39668267264599,5.635334406127658,2.395436208769496,Iris-virginica
+73,5.398724876789031,3.887981959425928,1.31170838969543,0.4843011428880376,Iris-setosa
+74,5.1933430771617095,3.398548555515005,1.400381442469629,0.20300775529156243,Iris-setosa
+75,4.789856105916873,3.0,1.4078538786685668,0.3317782429667317,Iris-setosa
+76,5.10990965017188,3.471716218687274,1.3827830247147048,0.1941513768236312,Iris-setosa
+77,5.649049656729662,2.912838782883183,3.8798754135878704,1.2886319930532841,Iris-versicolor
+78,5.730325215851404,3.0,4.237371367954224,1.2768540702174125,Iris-versicolor
+79,5.088295886794962,3.4608797873815864,1.405647830185114,0.20151125396648734,Iris-setosa
+80,5.136476011863319,2.535169971498843,3.4748017119691506,1.1909368891231882,Iris-versicolor
+81,4.587770157804942,3.0665098303257787,1.4972236691373257,0.1997800122009771,Iris-setosa
+82,5.804525079146654,2.700022330638332,5.099383673029547,1.8963225221252018,Iris-virginica
+83,5.686039772955717,3.0,4.202857122427437,1.1882042453538044,Iris-versicolor
+84,5.4198276453255705,2.375127526255685,3.6321267212664874,0.9368993633128276,Iris-versicolor
+85,5.792527629603444,2.748037926738048,4.157073562761387,1.0032542323896905,Iris-versicolor
+86,5.387306024071386,3.848421514804773,1.3082875889077272,0.3555766403090994,Iris-setosa
+87,5.195614891372912,3.4057170662938843,1.3751430830504954,0.20108741760454257,Iris-setosa
+88,5.0378655950529865,3.4016681774279536,1.5974668048152405,0.3939426679534395,Iris-setosa
+89,4.787145088455604,3.3930948232158227,1.901186769617727,0.1949960891136302,Iris-setosa
+90,6.003594684105851,3.3945931103370675,4.5044033406822725,1.591256168051454,Iris-versicolor
+91,6.2780685880759295,3.4002225725859523,5.5785879069226505,2.396701070490958,Iris-virginica
+92,5.608255526445454,2.50524491781865,3.910553522897174,1.1033806502882368,Iris-versicolor
+93,4.300000565900859,3.0,1.1071975361507767,0.1,Iris-setosa
+94,6.283184475044531,3.289608285579528,5.916127286199989,2.499999760180121,Iris-virginica
+95,7.662509631629822,2.594455816674022,6.899998816582075,2.281399699664679,Iris-virginica
+96,5.4677197593546785,3.0,4.4720367854987675,1.497177437580951,Iris-versicolor
+97,4.3,3.0,1.0954004998458564,0.1,Iris-setosa
+98,6.448844723999219,3.2046594494092058,5.193916526800427,2.142440360346956,Iris-virginica
+99,5.912425781071453,3.163072119512009,4.770812925043845,1.812882258193392,Iris-versicolor
+100,4.619318657963824,3.170901381810193,1.424523898235143,0.20254485396116956,Iris-setosa
+101,6.10002467918737,2.915415485542095,4.7003782329414046,1.3843728625343559,Iris-versicolor
+102,6.210334721651896,3.4018385084291642,5.4062135804705065,2.3013113327025527,Iris-virginica
+103,4.824894496594192,3.0,1.4078108734678632,0.30080463129906465,Iris-setosa
+104,6.704463013368184,2.808593635924132,4.758464911316345,1.5107130547275425,Iris-versicolor
+105,5.976117962553084,2.2060423810229857,4.990566747168045,1.5036398200697085,Iris-virginica
+106,4.607980199739412,3.1129338463846885,1.4872259309956364,0.1991349264331449,Iris-setosa
+107,5.013561663817522,3.0,1.673811187261765,0.19762817084867845,Iris-setosa
+108,4.612364332786962,3.6279171480696686,1.0000004745391489,0.196353720063846,Iris-setosa
+109,6.618258603721134,3.0,4.387545121153047,1.4097583177425566,Iris-versicolor
+110,5.03652975431107,3.566922731766053,1.3857209133222803,0.2001906915573695,Iris-setosa
+111,5.11044039717682,2.455248168391105,2.936422494301303,1.0743568333201619,Iris-versicolor
+112,4.864688885665555,3.012432541818728,1.4587822520036464,0.1,Iris-setosa
+113,6.200191015853119,3.3986998409726428,5.425784592577411,2.2998979677452533,Iris-virginica
+114,5.783158236488004,2.7998087108318486,5.1601023833203135,2.408143625234035,Iris-virginica
+115,7.215264111739927,3.1901067529205087,5.983270188377706,1.8276483642352985,Iris-virginica
+116,6.811621702636585,3.201812320579171,5.8487059835641215,2.297439653689447,Iris-virginica
+117,5.035061372803848,2.0,3.523300055459737,0.9683527525476437,Iris-versicolor
+118,7.68489041941945,2.7934010809028083,6.703195301626181,1.9862976518692899,Iris-virginica
+119,6.196447746484096,3.399071159795189,5.403509557373751,2.2945341182732695,Iris-virginica
diff --git a/iris/tab_ddpm/7_0/28/test.csv b/iris/tab_ddpm/7_0/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/28/train.csv b/iris/tab_ddpm/7_0/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/28/val.csv b/iris/tab_ddpm/7_0/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/29/synth.csv b/iris/tab_ddpm/7_0/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5168623b76b0bb56506e702bca7681496d69ce50
--- /dev/null
+++ b/iris/tab_ddpm/7_0/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.508816308454344,3.1821798337460425,5.083362395380466,2.0467937976999435,Iris-virginica
+1,5.506183771880831,2.504419866627468,4.035177642595676,1.3006650070343933,Iris-versicolor
+2,5.012049821948459,3.0,1.5822968622771194,0.2004638512877175,Iris-setosa
+3,5.1662754029918165,3.4195913612728543,1.4067004034388861,0.20276604186248778,Iris-setosa
+4,5.550418757043339,4.2,1.4043144566423444,0.20292796084371864,Iris-setosa
+5,5.801085157148216,2.7267602174392436,4.22591392960092,1.0358822578718785,Iris-versicolor
+6,4.976760090079761,3.0,1.5940841954308145,0.19512527090447257,Iris-setosa
+7,6.705912590301582,2.820591554990669,4.778089729653709,1.5010365679972884,Iris-versicolor
+8,4.585379732941991,3.610274082835095,1.0,0.19391600161342648,Iris-setosa
+9,6.803137580354865,2.8240486952953074,4.8067516709134,1.4114000379812066,Iris-versicolor
+10,5.718643508969085,3.0,4.203488785666743,1.1746913930026417,Iris-versicolor
+11,5.001320814569692,3.558851641469164,1.4139230257226425,0.1986221485221592,Iris-setosa
+12,5.489885735487924,2.9499902362984054,4.442939314487162,1.4119303685885178,Iris-versicolor
+13,5.584870120432221,4.2,1.4202471902148401,0.20013587225994045,Iris-setosa
+14,6.22173774061264,2.2041063945597954,4.507071522967689,1.5082437647553264,Iris-versicolor
+15,5.000478581383719,3.399071822732678,1.5927768619738267,0.423770007668653,Iris-setosa
+16,4.808182201786824,3.0,1.3729515743000364,0.1,Iris-setosa
+17,7.706979607308654,3.0,6.117233796801636,2.2941853266873333,Iris-virginica
+18,4.809314922842623,3.402042097131769,1.7393044017017125,0.2009088301738801,Iris-setosa
+19,4.800704797719112,3.396760514695059,1.9248580732259541,0.19941861168724825,Iris-setosa
+20,5.147323292431204,3.4375606319571608,1.3973944816123387,0.19957794046142907,Iris-setosa
+21,5.9087433041931074,3.210414721453655,4.797241873018192,1.8093567848298011,Iris-versicolor
+22,5.685352172388365,2.9141048343662206,4.168458995335741,1.3037529087123505,Iris-versicolor
+23,7.694608616066677,2.595396307483192,6.899998800087384,2.2833986984692567,Iris-virginica
+24,6.401718975960529,3.198945177766823,5.322502621024615,2.30939365953792,Iris-virginica
+25,7.635698830350621,3.0,6.515955632005003,2.1853421889265654,Iris-virginica
+26,6.2710615783752495,2.6996372054176225,4.858294139735782,1.7813460038761675,Iris-virginica
+27,5.768860518213457,2.852930430589846,4.442371664990968,1.370007224036647,Iris-versicolor
+28,6.015862215563533,2.185363544084285,4.003920384281591,1.0198165655094484,Iris-versicolor
+29,6.8580561509767275,3.1849046282836246,5.7748295747296,2.2848245869917356,Iris-virginica
+30,5.130183193122387,3.410282629121438,1.3931841461283425,0.2016102508982971,Iris-setosa
+31,5.398054464090906,3.8922028439161034,1.3107268196427757,0.4036676702549358,Iris-setosa
+32,5.155024680420096,3.4003325110772202,1.3564553565504516,0.1953919736787646,Iris-setosa
+33,7.682451894789343,2.8147159559215713,6.70466597870724,2.007688038762325,Iris-virginica
+34,7.5990869024811305,3.0,6.590652984369711,2.1137560093114525,Iris-virginica
+35,4.859485969549966,3.0340824916882325,1.4714263780203973,0.1,Iris-setosa
+36,6.14951715659882,3.3265754302265047,4.67545576135428,1.6389018633074275,Iris-versicolor
+37,6.824348986127796,3.1795399455291578,5.828577824920989,2.299065139012627,Iris-virginica
+38,4.759681194545484,3.0,1.4013700574643162,0.30570904603462407,Iris-setosa
+39,6.000700535304344,2.2006085801119375,3.9762422904447146,1.0146530989972278,Iris-versicolor
+40,5.986610666534127,3.393189048183841,4.47064598661268,1.5849121121331124,Iris-versicolor
+41,4.793358339570811,3.0,1.3843214110496063,0.1000001182111613,Iris-setosa
+42,7.6967747840971255,3.0,6.061188407579867,2.302720724049947,Iris-virginica
+43,5.390477352960817,3.8303611255570935,1.3171816017848488,0.3873347070535565,Iris-setosa
+44,6.483500732571686,3.0,5.816342096894763,2.193023826917478,Iris-virginica
+45,6.600993536417159,3.0,4.438118703156057,1.41156867164257,Iris-versicolor
+46,5.552116259742995,3.0,4.464488384503294,1.4978672806897841,Iris-versicolor
+47,7.675801291516194,3.0,6.391268390984797,2.2134892961616357,Iris-virginica
+48,5.583367262491567,2.9381348582329245,3.6361729358566515,1.2657039230846179,Iris-versicolor
+49,5.544698826369228,4.199999274782924,1.383033554016812,0.20135877438349223,Iris-setosa
+50,6.501595258604039,3.2257702652606906,4.727642660225644,1.5665105087327729,Iris-versicolor
+51,5.793445006858165,2.6992084766695563,5.133225074389101,1.8929449595158396,Iris-virginica
+52,4.798132795651329,3.4026061324975796,1.7453720334235754,0.19899480974829398,Iris-setosa
+53,6.599293700788297,3.0,4.426524224752947,1.4082122589545423,Iris-versicolor
+54,5.782361662116469,2.698350959964363,5.103308472613468,1.8911248407208539,Iris-virginica
+55,5.996676199079461,2.1731089210885512,4.035330585730374,1.0117861002705872,Iris-versicolor
+56,6.207149819686107,2.2017054356908834,4.482543659755244,1.4990321276250822,Iris-versicolor
+57,6.689571857401152,3.0,4.99600056280757,1.6828650773810556,Iris-versicolor
+58,5.991332139962097,2.18626135704809,4.142978783751577,1.0633160376975297,Iris-versicolor
+59,5.379359689218672,3.408212056069638,1.5023089934592944,0.3533384440470164,Iris-setosa
+60,5.009712712835096,2.0000006126841736,3.4821736565487638,1.0023261538692527,Iris-versicolor
+61,4.7924131994094905,3.3990887740044187,1.5931948987285982,0.20100148004898755,Iris-setosa
+62,4.758310743032529,3.0,1.3826687213612958,0.1,Iris-setosa
+63,5.4149437039880315,2.3907457422062333,3.6507973675522947,1.0012297661525673,Iris-versicolor
+64,4.989686714962084,2.0,3.3271780814286283,0.9704880374307423,Iris-versicolor
+65,6.412428788449737,3.2106933281202017,5.301003712362409,2.314947924370161,Iris-virginica
+66,6.5385855247831035,3.1980525903730177,5.095864711334101,2.0259502281575306,Iris-virginica
+67,5.119028141750992,3.29709125283415,1.784129826587063,0.5923816479236439,Iris-setosa
+68,4.801481231181476,3.0,1.4086398255576644,0.3157639128313723,Iris-setosa
+69,6.109391133083245,2.8052718581635587,4.702955015208967,1.2109858500707,Iris-versicolor
+70,6.611033330712034,3.0,4.382871606011391,1.4304075399828773,Iris-versicolor
+71,5.396490313611337,3.879487021478537,1.3227312491405647,0.414586301967956,Iris-setosa
+72,6.290726540372123,3.3184590237185247,6.000837288453313,2.5,Iris-virginica
+73,6.506022016896202,2.8034165812321294,4.620299507407691,1.4993111374195993,Iris-versicolor
+74,6.4143670296148745,3.1908863214669934,5.331594591392429,2.307033777848962,Iris-virginica
+75,6.478452087039917,3.0,5.828156007939331,2.218089262451629,Iris-virginica
+76,5.618113356153923,3.0,4.520705314012478,1.5110430187056214,Iris-versicolor
+77,5.149268635803388,3.8243086887586566,1.5961793836296805,0.20167582280732957,Iris-setosa
+78,6.167140927187313,3.334129938911689,4.6390608806759515,1.604058624026391,Iris-versicolor
+79,5.671830024168813,2.9035409714439586,4.026217938895161,1.2576181252974892,Iris-versicolor
+80,5.659278434212638,3.0,4.340639200318758,1.3556594214389166,Iris-versicolor
+81,6.220845160313636,2.183860039090241,4.5085061831995,1.5132287258021768,Iris-versicolor
+82,6.924430587055794,3.110590158167101,5.104301500683132,2.291907092089085,Iris-virginica
+83,4.806751978358472,3.40220029362453,2.0050812773880153,0.19824586907151664,Iris-setosa
+84,5.141045271505231,2.5164503916739975,3.4763300663652847,1.158861070214603,Iris-versicolor
+85,6.594084889709325,3.0,4.387204940894841,1.3969971233409961,Iris-versicolor
+86,6.118955945708216,2.8082396405071535,4.692194094413972,1.2224922626221943,Iris-versicolor
+87,6.204580057103964,2.1927574010154296,4.475633492233491,1.4902482419233032,Iris-versicolor
+88,5.409483834237498,3.0,4.5104205113185385,1.5033883171312319,Iris-versicolor
+89,6.318905040834414,2.6497879543926572,4.939107076461043,1.819596651651888,Iris-virginica
+90,6.2172362831141825,2.1993924109409875,4.509749898013164,1.487698848549972,Iris-versicolor
+91,6.709388057315215,2.4907557185921076,5.845279540981374,1.7962898632758704,Iris-virginica
+92,5.259905108838586,2.483006751278809,3.599597517618803,1.1319101322926164,Iris-versicolor
+93,4.599061142027803,3.5771241005973677,1.0000003993167748,0.19864984764420207,Iris-setosa
+94,6.866575528476599,3.193686786455781,5.758735023028514,2.293541044306562,Iris-virginica
+95,7.225093052161213,3.20591850789118,6.037524730157305,1.8097191055889001,Iris-virginica
+96,5.686050578043565,3.821223300313349,1.787036573448507,0.2741567053749092,Iris-setosa
+97,6.279544181457836,2.5125800113924996,4.999719171203967,1.8881615472179187,Iris-virginica
+98,4.995891878055647,2.0000005809567143,3.5888941675464308,1.0070752142437802,Iris-versicolor
+99,7.573140295217005,3.0,6.572085704983346,2.102373701297064,Iris-virginica
+100,4.467654413520556,3.2040169432057892,1.3287121694570267,0.20064492976996712,Iris-setosa
+101,5.0140882586311095,3.0,1.5972016683013417,0.19950757433852506,Iris-setosa
+102,5.698552884813333,2.903692768085491,4.222589827133615,1.2995444798609586,Iris-versicolor
+103,6.399828709324329,3.1808652654551164,5.270831132693154,2.30011414233185,Iris-virginica
+104,5.687971823847898,3.0,4.016655483376533,1.229123033434416,Iris-versicolor
+105,7.899998978771707,3.8150010429558616,6.377701625980056,1.97363605817741,Iris-virginica
+106,6.21401794213693,2.2101364086228577,4.545392500016514,1.5056726639923612,Iris-versicolor
+107,6.914524980561014,3.1353790976260782,6.079029639239328,2.2704810585080573,Iris-virginica
+108,5.483786687194624,2.487891466082977,3.972363892276038,1.2822627467331638,Iris-versicolor
+109,5.799351336988022,2.797618069711632,5.126614963044664,2.4021810885173935,Iris-virginica
+110,4.8147198149820385,3.0,1.4179266530709769,0.1,Iris-setosa
+111,7.9,3.7745194534929416,6.385943818228291,1.9962771503287848,Iris-virginica
+112,5.508629939050652,3.0,4.4925298990854134,1.4899974388383146,Iris-versicolor
+113,4.998363158196249,3.552669942427182,1.3956304129765629,0.20363467403750832,Iris-setosa
+114,7.170833578207489,3.1970577724179283,5.998043911185973,1.8259718935583165,Iris-virginica
+115,5.985848403599209,2.1948452267192335,3.954800653716833,0.9501268170995608,Iris-versicolor
+116,7.699377252197821,2.571979646811166,6.9,2.302549691676035,Iris-virginica
+117,6.199932280331035,2.810564491299555,4.806714070629223,1.796510567437618,Iris-virginica
+118,5.012728014195906,2.0,3.1943559731102207,1.0291717484192568,Iris-versicolor
+119,4.824833459306531,3.0,1.4130337350301183,0.10000010795211126,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/29/test.csv b/iris/tab_ddpm/7_0/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/29/train.csv b/iris/tab_ddpm/7_0/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/29/val.csv b/iris/tab_ddpm/7_0/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/3/synth.csv b/iris/tab_ddpm/7_0/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24005a61bed991360e5f40e45e3c83b313c982d1
--- /dev/null
+++ b/iris/tab_ddpm/7_0/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.30000045140738,3.0,1.1049352946667756,0.1,Iris-setosa
+1,4.300000622028849,3.0,1.104236092838011,0.10000010589035516,Iris-setosa
+2,6.937454126532912,3.1155660572086856,5.125694166379487,2.2989059343199636,Iris-virginica
+3,4.634531555271222,3.1189245954911655,1.4578488935140215,0.19933591619624333,Iris-setosa
+4,6.506291336731271,3.0,5.845916373353558,2.2052045155737794,Iris-virginica
+5,5.534756500057342,2.50314349135815,3.813240478904362,1.098732556505319,Iris-versicolor
+6,4.3977486629012486,3.18909324308567,1.3014126449987873,0.20003591970260123,Iris-setosa
+7,6.018033991383706,2.91278547990661,4.538283070663293,1.4941238614286076,Iris-versicolor
+8,5.005164321760432,2.0,3.5941259044175906,0.9456644218002674,Iris-versicolor
+9,7.899998704251801,3.7915130076912367,6.354745618096683,1.977995751858709,Iris-virginica
+10,5.49642384499035,4.199999011972096,1.3927732281471716,0.2024476148382727,Iris-setosa
+11,6.063940928393298,2.909510168424076,4.608635275316592,1.452851165860586,Iris-versicolor
+12,5.774527516183695,2.6495129959389367,4.060792824966926,0.931573048587974,Iris-versicolor
+13,5.356626443543084,3.0,4.45653968115797,1.4736811879445617,Iris-versicolor
+14,6.017537208994407,2.3607075756391946,5.251930990954693,1.4627406487187113,Iris-virginica
+15,5.378825455323012,3.900659482265783,1.2934609690592511,0.42439572698584327,Iris-setosa
+16,4.593543830055467,3.161377350670832,1.402401466570805,0.20222069741386892,Iris-setosa
+17,5.6152519386710384,2.9002740119097044,3.660155052163159,1.3192365847359087,Iris-versicolor
+18,6.409807662672238,3.2073489476062713,5.367795533538266,2.305067221175565,Iris-virginica
+19,5.06684043681545,3.757725349358582,1.5341976376321973,0.20041736184074702,Iris-setosa
+20,6.105509204504166,2.912159815107643,4.687313852089748,1.3667240509285907,Iris-versicolor
+21,6.2050808205278685,2.1912859341446023,4.528735624136121,1.512716615175304,Iris-versicolor
+22,5.690645686552376,3.783136870863826,1.597105827932448,0.3278714187977247,Iris-setosa
+23,5.231369074138995,3.4021501360326423,1.4013393644679057,0.20330554764256123,Iris-setosa
+24,5.175221953686648,2.6789891270600465,3.808490850436463,1.3738122959281376,Iris-versicolor
+25,5.659624368382629,3.72234865759105,1.7487876176999717,0.370186224981481,Iris-setosa
+26,6.796502465005193,2.803169777171446,4.800920646607927,1.3920842808426859,Iris-versicolor
+27,5.469477460880246,3.0,4.47334285350679,1.4979224802315056,Iris-versicolor
+28,5.424003429326797,3.0,4.5071712891597135,1.5086118683164165,Iris-versicolor
+29,6.396162958882126,3.218959653641448,5.287235359285725,2.306585514488148,Iris-virginica
+30,6.384402354508767,3.2085063836349605,5.355308280441623,2.3179861575998073,Iris-virginica
+31,4.3,3.0,1.0982456164300114,0.1000000994015893,Iris-setosa
+32,5.055423008374632,3.5519290284025917,1.4007511938527195,0.20121210240195644,Iris-setosa
+33,4.784563991886385,3.0094985077433445,1.5247177322395975,0.20024945980599004,Iris-setosa
+34,5.10200588439803,3.333685278464071,1.592399758027698,0.44985988258196163,Iris-setosa
+35,6.715530712418657,2.5069867513737436,5.823516577975738,1.8060261421856696,Iris-virginica
+36,4.613927764053778,3.573334346339183,1.0000003768066041,0.19674291057641047,Iris-setosa
+37,5.78710536541561,2.921604701349476,4.247010774132569,1.3342795185887786,Iris-versicolor
+38,5.56043345805265,2.4813526482837873,3.9889909561948795,1.22764955497164,Iris-versicolor
+39,6.816774649968014,3.2022092619978686,5.91106333885678,2.290805002400734,Iris-virginica
+40,5.5677509611123766,3.0,4.5105648813680705,1.505446697925771,Iris-versicolor
+41,6.049800524798629,2.911095786014152,4.615291905804367,1.4652204795312096,Iris-versicolor
+42,5.64318048256213,2.92760752330914,3.9012950109031586,1.2902747285147416,Iris-versicolor
+43,5.701898764031848,3.0,4.218243160467506,1.2006754906809498,Iris-versicolor
+44,5.676418887474008,3.0,4.098800156960664,1.2687189509668142,Iris-versicolor
+45,5.723655806512472,2.78338573544465,4.3951652443695695,1.2890678863591218,Iris-versicolor
+46,5.810249506984224,2.715685513029708,4.18078330465215,1.0262140208096016,Iris-versicolor
+47,5.8592188090030595,3.203786582507406,4.796244344986746,1.7678437705128234,Iris-versicolor
+48,5.360563253498543,3.396660078539161,1.494718508840835,0.3907261328066874,Iris-setosa
+49,4.3,3.0,1.0910216586286337,0.1,Iris-setosa
+50,6.300192729548905,3.306913069373268,5.994300527664317,2.5,Iris-virginica
+51,6.0588881185644,2.8858058454025417,4.660177562221417,1.3635113816790587,Iris-versicolor
+52,7.196978821693103,3.1956294319401723,5.9953540092136475,1.8151014067373072,Iris-virginica
+53,6.706390925221099,3.119245070001285,4.700217133602472,1.493765596724724,Iris-versicolor
+54,6.07028379720348,2.7814903865692098,4.665476463561867,1.1816467291404935,Iris-versicolor
+55,6.509121741390849,3.0,5.797737903212603,2.197841476610058,Iris-virginica
+56,6.661596073251144,3.0743960037712834,4.708182301164171,1.5044592459311203,Iris-versicolor
+57,5.795603921878901,2.7144430793855507,4.139726314904034,1.0083429981715322,Iris-versicolor
+58,5.570292044222437,3.0,4.48218797404021,1.4949974543613647,Iris-versicolor
+59,6.580044261448851,3.0,4.389799968939224,1.3877893625778412,Iris-versicolor
+60,4.805786092771985,3.3970498512631346,1.5965397036160218,0.20053494920105994,Iris-setosa
+61,6.781160655173702,2.8001943572904797,4.773337546715722,1.4367945957746793,Iris-versicolor
+62,4.603420079366038,3.0836399888248076,1.5005502610274737,0.19913194201589013,Iris-setosa
+63,5.366678881172121,3.64380289952618,1.4288030364317261,0.4261681624612855,Iris-setosa
+64,5.102671770746197,3.809592857256947,1.6837132093392013,0.19950413586569596,Iris-setosa
+65,5.755496923897501,2.8330127418606788,4.533242478945437,1.3348959489990875,Iris-versicolor
+66,4.3,3.0,1.0942127411136928,0.10000010015169972,Iris-setosa
+67,6.215233905114081,3.400667023995564,5.366484819923864,2.300688360851333,Iris-virginica
+68,7.0106959031152565,3.1617735062370276,5.714709194040661,2.2867471897293705,Iris-virginica
+69,5.41166816047617,3.4101137353292694,1.499774199124835,0.32816238874091025,Iris-setosa
+70,4.556958263329003,3.553638513024988,1.0000003689783632,0.20439776604225016,Iris-setosa
+71,4.597902673898933,3.6326357390425343,1.0,0.20131170479942154,Iris-setosa
+72,6.0217638073348585,2.21877923736286,4.025984920076851,1.0523362229852733,Iris-versicolor
+73,5.787929405378607,2.7982284786311555,5.115300273607222,2.402210164628648,Iris-virginica
+74,6.681685776957091,2.473101188426679,5.8013906099501575,1.7651932673616932,Iris-virginica
+75,5.497878698045972,4.199999272246691,1.386347493839357,0.20030932496115753,Iris-setosa
+76,5.749974407182564,2.777876444629766,4.484962289894385,1.2182483781443536,Iris-versicolor
+77,6.630439021773949,3.1700417306250306,4.703335982477148,1.5436066454167978,Iris-versicolor
+78,4.794912200681758,3.3993520345517707,1.597531866581006,0.20090434008886168,Iris-setosa
+79,4.532828973954846,3.228473118818091,1.3844311057243557,0.20237582422308545,Iris-setosa
+80,6.784360637746108,3.131445490756606,5.305683069112026,2.2064509361380513,Iris-virginica
+81,4.300000458719421,3.0,1.0971410847287617,0.1,Iris-setosa
+82,6.00864585738307,3.3986721933441597,4.508608489080369,1.59512027269127,Iris-versicolor
+83,6.840076633267403,3.212482693780101,5.897340762552682,2.2797651295341406,Iris-virginica
+84,7.716401569206568,2.8081155272044036,6.683704822139256,2.0254952339068515,Iris-virginica
+85,4.882863916029931,3.0568432043696334,1.4672989927270292,0.10000012446762654,Iris-setosa
+86,5.9327981595159205,3.181829364065147,4.803628076015123,1.7936432759771535,Iris-versicolor
+87,4.981831831922449,2.0,3.2724595756248247,0.954352004744641,Iris-versicolor
+88,7.699940070717934,2.615954530977724,6.8999979606159085,2.31280618203993,Iris-virginica
+89,6.016715101971915,2.1928616297123007,5.0321916028094575,1.4768949096803585,Iris-virginica
+90,6.216791564083066,2.18759941076621,4.519605245315555,1.4835917041647335,Iris-versicolor
+91,5.674719531188535,2.7768592540239947,4.459892099713189,1.2577272061619091,Iris-versicolor
+92,5.529335061570863,2.5585688992786393,4.071308179712239,1.3208105464783328,Iris-versicolor
+93,4.80674901714058,3.0,1.4000567889005437,0.1,Iris-setosa
+94,6.722414642609946,3.0983366264534022,4.714402428417991,1.508962020351178,Iris-versicolor
+95,5.805234479942794,2.7048992177317484,5.094304957736832,1.898075547377453,Iris-virginica
+96,6.905009608983569,3.1967738363733362,5.611798525548657,2.3006181514957307,Iris-virginica
+97,6.053000020292794,2.914356076882981,4.578199849693514,1.462349751550403,Iris-versicolor
+98,4.78283047533241,3.0,1.3975133308351158,0.27700134416016686,Iris-setosa
+99,5.011718177012221,3.0,1.5922549697359476,0.1970636957960149,Iris-setosa
+100,5.009616956102094,2.000000646905626,3.589368195236819,0.9187938056794137,Iris-versicolor
+101,5.068940694038967,3.3446504750730255,1.5951728966085947,0.5195512064694978,Iris-setosa
+102,6.193916939439539,2.202088912913341,4.508495960906315,1.502059152934654,Iris-versicolor
+103,7.578080955653195,3.0,6.5124575362889185,2.0549779135670345,Iris-virginica
+104,6.90182057701259,3.1007253946721907,5.090195830496172,2.2919878089630417,Iris-virginica
+105,4.399932220649387,2.892418123897766,1.4018821308917406,0.2012733697424311,Iris-setosa
+106,5.810976546394189,2.6951165833109725,5.135600604888776,1.8945355675802,Iris-virginica
+107,4.596592376136082,3.118272318841198,1.4583108500592208,0.19790586681696554,Iris-setosa
+108,5.51560088640449,2.48873677869133,3.946275314440941,1.2929095851874757,Iris-versicolor
+109,4.781664307259382,3.396984925222914,1.7905954051485642,0.19953026686018954,Iris-setosa
+110,5.767298288895985,2.6765231278067705,4.097811636984134,0.9505387605351562,Iris-versicolor
+111,6.186970762678227,2.1839801676608026,4.500843025528698,1.4980769658869126,Iris-versicolor
+112,6.093559900697414,2.915911721603277,4.631739900993472,1.4298274644100866,Iris-versicolor
+113,6.336759222593357,3.276673387344167,5.286485621788985,2.3156053724628634,Iris-virginica
+114,7.7100021567603925,3.0,6.190136902953194,2.2899365979070363,Iris-virginica
+115,6.592322247286309,3.0,4.3544871239575125,1.3878258442622857,Iris-versicolor
+116,4.3,3.0,1.0947684893535885,0.1,Iris-setosa
+117,5.100721397392348,2.5181719421394693,3.094388482825453,1.1177892053849994,Iris-versicolor
+118,4.300000457695866,3.0,1.0992773296957297,0.10000014459203063,Iris-setosa
+119,6.184117861490364,2.207890776979334,4.446507085005488,1.456477628006549,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/3/test.csv b/iris/tab_ddpm/7_0/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/3/train.csv b/iris/tab_ddpm/7_0/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/3/val.csv b/iris/tab_ddpm/7_0/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/4/synth.csv b/iris/tab_ddpm/7_0/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5db7cd11e97a9164561db827b868d07a38c3bd00
--- /dev/null
+++ b/iris/tab_ddpm/7_0/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.593382908943538,3.0,4.52155084837629,1.4755953416889183,Iris-versicolor
+1,7.220735115980704,3.201905357120261,6.020121032391755,1.768601292681831,Iris-virginica
+2,4.627098639786419,3.5832686672417142,1.0000005659117832,0.2018990468166689,Iris-setosa
+3,7.685051102306371,3.0,6.0800412649804665,2.2886065857907796,Iris-virginica
+4,6.518873210703023,3.0,5.767577303649049,2.2254859239022378,Iris-virginica
+5,6.073901977963871,2.901993199831911,4.684052047300583,1.416329629190554,Iris-versicolor
+6,6.482316654893899,2.58005303886591,4.610627133112776,1.5080402030169153,Iris-versicolor
+7,5.784130518068757,2.691787996399023,5.081403195793187,1.9241780233901817,Iris-virginica
+8,4.991102148582625,3.632363265118874,1.3909399468915324,0.20531423163135573,Iris-setosa
+9,5.588922933542971,2.482532509520877,3.9227605836914625,1.152316864430545,Iris-versicolor
+10,5.276320346091994,3.8331544838898712,1.3718826378651547,0.25170305845330737,Iris-setosa
+11,7.7182218875399,2.580731591522409,6.9,2.2433104280765512,Iris-virginica
+12,6.712020928392965,3.1257455470954922,4.7298504938129,1.5080603128450971,Iris-versicolor
+13,4.405020965861797,2.8987193063099532,1.4045732513759839,0.19942509935791589,Iris-setosa
+14,5.704906176068734,3.0,4.219126858868794,1.2037129025512212,Iris-versicolor
+15,5.653520249511067,2.8665536800061977,4.17621398522142,1.3326038682386838,Iris-versicolor
+16,5.985629804011813,2.884672328976662,4.574334517479104,1.4154469458576233,Iris-versicolor
+17,6.661010717830642,3.063488809279727,5.863307391088521,2.2507224309219214,Iris-virginica
+18,5.740176801795217,2.8141195361354976,4.105163551666007,1.2019796082713243,Iris-versicolor
+19,4.813368060107135,3.0,1.4021168040105998,0.1,Iris-setosa
+20,4.820261493061446,3.0,1.4090302514908843,0.1,Iris-setosa
+21,4.999531832821104,2.0,3.5015477988243076,1.004322019908479,Iris-versicolor
+22,6.510686699499458,2.803937858447277,4.593024522109364,1.4967931584806888,Iris-versicolor
+23,5.097518929687856,3.3021414102715916,1.6926925700957496,0.49704260744794304,Iris-setosa
+24,4.972428010354002,2.0000006523270244,3.586874576900215,1.0666900657074245,Iris-versicolor
+25,5.8772797349535555,3.1974801515006757,4.792382991448555,1.788097629279693,Iris-versicolor
+26,5.862428052080773,2.7044260161928086,4.221690325511216,1.0652372350832633,Iris-versicolor
+27,4.587880345314795,3.650771631745931,1.0,0.1987765623041466,Iris-setosa
+28,6.70580890050163,2.4874698385084058,5.837305934480301,1.8111064236908434,Iris-virginica
+29,6.248392593476882,2.1939090817989415,4.518033479076162,1.5008572813350523,Iris-versicolor
+30,4.3,3.0,1.0961333306523902,0.1,Iris-setosa
+31,4.405602967182799,2.907661215990256,1.414018330738378,0.2002499193813852,Iris-setosa
+32,6.5062802730289615,2.8042830734070185,4.5711958099703205,1.50050864122837,Iris-versicolor
+33,6.193979448157774,2.203694043614874,4.479322832642549,1.474231722155737,Iris-versicolor
+34,4.5830429755402236,3.1675083514680047,1.4222617330884137,0.19922757692221535,Iris-setosa
+35,5.597123350471481,2.5147877505322733,3.906316992929254,1.1510801183933295,Iris-versicolor
+36,6.938622266385709,3.097817604101897,5.114238260971343,2.2887867813020137,Iris-virginica
+37,6.312841897358128,3.4048476658383864,5.559646665008766,2.3832418270820095,Iris-virginica
+38,4.474789683388382,3.1957257939904076,1.3483436152964676,0.196858608978224,Iris-setosa
+39,6.02012322864744,2.2571870781202032,5.057539027979714,1.4993349002071878,Iris-virginica
+40,6.325594732681085,3.293799573029772,6.041645627512587,2.4999998031310224,Iris-virginica
+41,7.5198297538521555,3.0,6.459360037417614,2.028708942045698,Iris-virginica
+42,6.203646347408302,2.204190942349639,4.5034318812784555,1.5038126455368044,Iris-versicolor
+43,5.641536000708619,2.9071709544721895,3.9038832238036494,1.2887260690926685,Iris-versicolor
+44,5.068425915399795,3.79589711804005,1.5788424348251515,0.19748586683897346,Iris-setosa
+45,4.792383589123101,3.399815385309444,1.5941067989001256,0.19965830190856287,Iris-setosa
+46,4.3965963956785465,3.0,1.3859826122117829,0.199740847669663,Iris-setosa
+47,6.024736780341282,3.3977275822928372,4.495815788343869,1.585732853799379,Iris-versicolor
+48,4.997674700628371,3.0,1.5899872235513917,0.19650479266906112,Iris-setosa
+49,7.15220432955975,3.19617490937932,6.001477479074939,1.8220979738872092,Iris-virginica
+50,6.3269077374148255,2.681071121719065,4.912162532677834,1.8219855957855713,Iris-virginica
+51,5.703048549458985,3.7860417507761324,1.7133421787598089,0.3336682897435616,Iris-setosa
+52,6.502432277611478,3.199925089733617,5.073453368045167,2.0110635687278564,Iris-virginica
+53,4.91150131327557,3.0935991092205337,1.5020943400456115,0.10000010387858473,Iris-setosa
+54,6.196583192172998,2.20146502259154,4.502657669692878,1.4993169206697783,Iris-versicolor
+55,5.607309305718516,3.0,4.46514473261139,1.4885539396181444,Iris-versicolor
+56,6.219719046367549,3.3975222955812363,5.414801810966132,2.300554420877753,Iris-virginica
+57,4.970829514302004,2.0,3.4008915016197774,1.0175848663818783,Iris-versicolor
+58,4.300000771716389,3.0,1.1023397683562945,0.10000012073156235,Iris-setosa
+59,6.009648421386586,2.19924112593204,3.9011514736774995,1.0164461505232734,Iris-versicolor
+60,6.005700508960116,2.217544679082245,5.009804428813428,1.5064679459685415,Iris-virginica
+61,5.705069046694754,3.7880158734460445,1.609249524178296,0.2761365404690731,Iris-setosa
+62,4.426162609869661,3.202101867425074,1.2925221372838216,0.203303619066474,Iris-setosa
+63,5.793481444421124,2.6922667373071274,5.1260994447585,1.9412536647215526,Iris-virginica
+64,5.573024498232591,2.476145097691236,3.8694909415004073,1.097031716975077,Iris-versicolor
+65,6.802551837078131,2.796502422218481,4.83927177727452,1.4196598874616024,Iris-versicolor
+66,6.2682651918137555,3.3057867950819673,5.967708690682899,2.4999998025872627,Iris-virginica
+67,6.19375532683939,2.2071474658565036,4.519378555604333,1.5019482599785723,Iris-versicolor
+68,5.701331184891479,3.785172706690026,1.8351803262035313,0.3029962529849374,Iris-setosa
+69,5.790814040999472,2.8046954206348236,5.078208075957672,2.397427041244229,Iris-virginica
+70,6.678116248398055,3.0931227763364197,4.7245292616955235,1.5030197953195215,Iris-versicolor
+71,5.463591421230757,3.886461725943373,1.3099940178593903,0.3465591771672512,Iris-setosa
+72,4.61730216846139,3.192663092610516,1.407483306637805,0.2004273722545887,Iris-setosa
+73,4.403930803248969,3.1917318835085156,1.2934214787869553,0.19758715065257643,Iris-setosa
+74,5.101770606919103,3.2915821700815466,1.598514877538677,0.4548415448408805,Iris-setosa
+75,5.4060529689638335,3.6865416113581233,1.4260349076232037,0.3966995449466766,Iris-setosa
+76,5.042573767568672,2.0,3.292243314929965,1.0122156918527654,Iris-versicolor
+77,5.209092970684477,2.6880547265285943,3.8795251940171847,1.3951904205463141,Iris-versicolor
+78,6.240977746005425,3.397801508623356,5.413689503802348,2.2832094083975156,Iris-virginica
+79,5.973485110141587,2.2109096886943553,4.006161557818778,1.0246809906989627,Iris-versicolor
+80,6.065605961184412,2.7912195818715406,4.674377510349963,1.2003535291502039,Iris-versicolor
+81,7.671061398952788,3.0,6.22373714965893,2.263161417209456,Iris-virginica
+82,6.2803295306503975,3.4031557813304723,5.578963825011682,2.396861772778202,Iris-virginica
+83,5.214305628456185,3.3968645024293607,1.4018808166658294,0.20191121129220582,Iris-setosa
+84,6.806800989593956,3.2009928480025587,5.898933371054474,2.3080813172293166,Iris-virginica
+85,6.312514871268721,2.5143671116570303,4.988017889004299,1.889604314999218,Iris-virginica
+86,7.694356932140014,2.590330166569683,6.9,2.3025480510549574,Iris-virginica
+87,5.088523210330502,3.792442376947917,1.5938280687333477,0.1908576520931484,Iris-setosa
+88,6.8005975557672445,3.1997722078594704,5.904584055402133,2.30723615933159,Iris-virginica
+89,6.288619022735534,2.506986013916754,5.012483625201895,1.8988691398092394,Iris-virginica
+90,5.790250800244515,2.69728974384946,5.134975501152381,1.9037159048582042,Iris-virginica
+91,5.509211695990252,2.4389698834022493,3.9678814746349103,1.230080388420684,Iris-versicolor
+92,4.985245771808032,2.0000005154005467,3.430510616797864,0.8526487881672987,Iris-versicolor
+93,5.060190131753036,3.6292458586288103,1.4014811740798985,0.2037443750399143,Iris-setosa
+94,5.501524702937302,2.5054362800426335,4.019806695991389,1.2905364992770347,Iris-versicolor
+95,5.07694293039152,3.309134132327341,1.5768741419289838,0.5674999595777337,Iris-setosa
+96,7.639103247727977,3.0,6.605136096777008,2.0832583210802147,Iris-virginica
+97,5.557167079948433,3.0,4.485037063934411,1.5030834800321147,Iris-versicolor
+98,5.49294342597468,2.525021007622443,4.056314008377972,1.3187813494134544,Iris-versicolor
+99,5.586964679217619,2.5073217066192504,3.880412351409931,1.0843379270562647,Iris-versicolor
+100,5.227666119119194,2.7098980399664443,3.941592886784312,1.385615429966096,Iris-versicolor
+101,6.088883696257335,2.591935888539914,5.583371857660268,1.4227040843567746,Iris-virginica
+102,4.40158508517637,3.2116798761186462,1.2943055899059808,0.20002878718849118,Iris-setosa
+103,4.60791571065154,3.600197365635514,1.0000005052200305,0.19222769342182655,Iris-setosa
+104,5.405737449561715,3.910869784036751,1.2839934547866068,0.370673764066543,Iris-setosa
+105,4.3,3.0,1.0994272486791008,0.1,Iris-setosa
+106,5.733885595150681,2.87974856841095,4.160706497921784,1.351913708742463,Iris-versicolor
+107,4.80682889385798,3.0,1.4224760608834646,0.10000010798038926,Iris-setosa
+108,5.810965330552464,2.6838319996575324,5.097245130667799,1.8913494697430084,Iris-virginica
+109,6.786105084085538,3.221853418721628,5.769028626146141,2.3065286582705746,Iris-virginica
+110,6.47484602578684,2.789459325568359,4.594015219343822,1.4702707994208792,Iris-versicolor
+111,6.681158932193218,3.0,4.976569586837863,1.6874047017797738,Iris-versicolor
+112,4.800172834905373,3.3997335726424893,1.7775069859115415,0.19848425170776984,Iris-setosa
+113,6.0606053993589555,2.759832090788793,4.932649589549298,1.8353090800623069,Iris-virginica
+114,6.67573531001926,3.0,4.980740969008364,1.7141408500027084,Iris-versicolor
+115,6.124117233611425,2.593129433181764,5.632245592829685,1.4133909514148613,Iris-virginica
+116,7.603135490518864,3.0,6.283588251409048,2.20739003750509,Iris-virginica
+117,6.871609354043469,3.0819492118979714,5.095995977254918,2.295688121486585,Iris-virginica
+118,5.8029330391689955,2.8151533887424054,5.103102581084981,2.407676089946711,Iris-virginica
+119,5.532603002158344,2.4363537071890775,3.7743678950098682,1.0424840866188758,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/4/test.csv b/iris/tab_ddpm/7_0/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/4/train.csv b/iris/tab_ddpm/7_0/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/4/val.csv b/iris/tab_ddpm/7_0/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/5/synth.csv b/iris/tab_ddpm/7_0/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f5e8fe9aa64560322c82bcc1cc177a6777efef8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.609486812801578,2.9212782988905523,3.5767732407609323,1.3001618219580118,Iris-versicolor
+1,4.600690383367399,3.5807633516330166,1.0000005300285324,0.19809098925500035,Iris-setosa
+2,5.023254537391003,2.000000498946989,3.6125881853473665,1.008821718023877,Iris-versicolor
+3,5.377917671851414,2.971077289286185,4.383663120747307,1.466901963747453,Iris-versicolor
+4,4.593939303785007,3.0857049643924808,1.502495036179148,0.2012195340172251,Iris-setosa
+5,6.707807184771996,2.49797258582733,5.801678196489181,1.8028667868798283,Iris-virginica
+6,5.74304592433731,2.8471129393132477,4.408244411346683,1.303578376855086,Iris-versicolor
+7,6.898945927966825,3.1924404592402844,5.693742274596588,2.3058514242622676,Iris-virginica
+8,7.577332452244769,3.0,6.577361676085923,2.0968771108770348,Iris-virginica
+9,5.961454611184645,3.409464369560849,4.4931121287751,1.600744524434184,Iris-versicolor
+10,5.653337320675937,2.3456071464124637,3.8881150557032123,1.0531008039246945,Iris-versicolor
+11,5.235015805255611,2.7010854305510072,3.8775430174455994,1.4028831150885328,Iris-versicolor
+12,5.99720910851246,2.180539052729159,5.007769425060919,1.4911398673223122,Iris-virginica
+13,4.998039041667166,3.725566739583956,1.6253017656691768,0.19727672759731596,Iris-setosa
+14,5.4045424643809366,3.416087810736456,1.499165105321299,0.4329295010461177,Iris-setosa
+15,5.486333292150327,3.0,4.486380573229599,1.5063779783770588,Iris-versicolor
+16,5.983425636824977,3.402553680815931,4.482163031281346,1.591004835808474,Iris-versicolor
+17,5.556912847883838,3.0,4.525986381166077,1.4986406113584998,Iris-versicolor
+18,7.157174636272225,3.20166549022526,5.989291253013515,1.8020029141091014,Iris-virginica
+19,6.682429532840952,3.1450473739328926,4.727687797656289,1.5006345234799723,Iris-versicolor
+20,6.688959536378545,3.0,4.9963404611482245,1.7094538057030386,Iris-versicolor
+21,5.569105661077769,2.5218399978927297,3.9405222485139557,1.187285562340556,Iris-versicolor
+22,4.3,3.0,1.1041041879681468,0.1,Iris-setosa
+23,5.9689343656898135,2.8985527940128955,4.48878996944248,1.4865421838169477,Iris-versicolor
+24,6.532976157719682,3.2096799149410025,5.099522561396705,1.9923958454251756,Iris-virginica
+25,5.13958637009205,3.4953719720728706,1.3895543104944168,0.20144791151062738,Iris-setosa
+26,5.409744509955338,3.887517466323305,1.3130367864965462,0.33774572806693254,Iris-setosa
+27,4.9855745626109425,3.6111408651825805,1.4025770191229616,0.1987268004395689,Iris-setosa
+28,6.226531594835756,3.325238259441491,4.649257892322956,1.5997852471427323,Iris-versicolor
+29,5.798833993445944,2.7904691586776362,5.121082575022625,2.398049084555267,Iris-virginica
+30,6.079629441935019,2.604697463825211,5.563859285486547,1.391553817864705,Iris-virginica
+31,6.288007705099543,2.716519215616164,4.888975791480236,1.8064838374026,Iris-virginica
+32,4.976370803739181,3.584665961761303,1.4049441503694853,0.2001901318244369,Iris-setosa
+33,6.001860407508206,3.395611431165563,4.464681209302254,1.5910815692653109,Iris-versicolor
+34,5.83965259178394,2.7804061003451004,5.08895261855905,2.3584573268231734,Iris-virginica
+35,4.300000617338098,3.0,1.110836909958155,0.10000012523465017,Iris-setosa
+36,5.1735291286054155,2.6896825430143423,3.8792063416390876,1.4013087008131622,Iris-versicolor
+37,6.760346473992155,3.1973966125708553,5.880731578370589,2.284918495499784,Iris-virginica
+38,4.55603028509732,3.1863749602591667,1.408160958336847,0.19995546319468044,Iris-setosa
+39,5.503435828709206,2.3695349151437535,3.713578754097656,1.0178448182381592,Iris-versicolor
+40,5.672922268601801,2.5914518475142327,3.9264067669311697,1.0475503941621251,Iris-versicolor
+41,5.015133028785147,2.0000004778192313,3.520160514041027,1.0126214826803477,Iris-versicolor
+42,6.69106629522382,2.504185129512988,5.798877448223276,1.8005870454408432,Iris-virginica
+43,6.282483209689086,3.3939736028742766,5.62526373913731,2.4016259651946386,Iris-virginica
+44,6.69086671815487,3.0,5.011904532945484,1.706425866201195,Iris-versicolor
+45,6.132714876203121,2.8950791155771207,4.620401109552491,1.4797880878129166,Iris-versicolor
+46,5.363916654108847,3.3906573813326704,1.5224506994877796,0.43324466710926623,Iris-setosa
+47,5.02717113320304,3.0,1.5942062475980923,0.19418036880536949,Iris-setosa
+48,5.447024437898547,2.5187735877329964,3.918958877284524,1.3037704885217258,Iris-versicolor
+49,4.3,3.0,1.0886598829566112,0.1,Iris-setosa
+50,6.004478338226402,2.1918177719226493,4.985763536517421,1.481620130401408,Iris-virginica
+51,5.410212153729113,3.8851971861077,1.3180629287164816,0.4064943178931593,Iris-setosa
+52,5.45584334322456,3.0,4.447166188170239,1.511742081239152,Iris-versicolor
+53,5.686770366252196,3.801205230393353,1.590134412149469,0.35878512203107665,Iris-setosa
+54,5.6992512115993925,3.8060095774454146,1.6170698640250105,0.2709686589146304,Iris-setosa
+55,6.709417330364441,3.0,5.014934740193327,1.7199069366847006,Iris-versicolor
+56,4.797259240149537,3.3991398558572925,1.798283140965041,0.19798649347226038,Iris-setosa
+57,7.506243168797017,3.013559478751586,5.66245741102551,2.3064705604490148,Iris-virginica
+58,6.693964237798874,3.0,5.005928022186827,1.6829472687721574,Iris-versicolor
+59,5.503296062243886,2.395484338377877,3.6330668156805475,0.9763101429510631,Iris-versicolor
+60,5.2094217634999,3.398732819373564,1.4113136608401022,0.20574209355980422,Iris-setosa
+61,7.6540214795095025,2.873946226903789,6.6763217955070715,2.004635692106961,Iris-virginica
+62,6.6214554696527905,3.042646619981244,5.736478820191122,2.259802438991155,Iris-virginica
+63,4.906627611116872,3.112049073811788,1.4989950863562713,0.10000012069269083,Iris-setosa
+64,4.5972879411856304,3.567238909123495,1.0000003848653225,0.20147373276260863,Iris-setosa
+65,5.854984404979007,2.713973906540842,5.077330629331043,1.8724397602116347,Iris-virginica
+66,6.141156824887329,2.884637923495497,4.725033591240699,1.3781802146248159,Iris-versicolor
+67,6.41028827044723,3.199800249334535,5.32576657329488,2.2932378980013213,Iris-virginica
+68,6.105647843050258,2.599860184286669,5.548097231821414,1.4077525033067164,Iris-virginica
+69,6.5091430175702305,2.8107454014335547,4.587654974872084,1.4807901727233328,Iris-versicolor
+70,5.809548278419156,2.8104617108067598,5.0949855431329105,2.400133178529413,Iris-virginica
+71,5.922882957161572,3.355461743750875,4.608801754353783,1.63980116593092,Iris-versicolor
+72,5.973814855086844,2.1758891673182656,4.026690232452985,1.0301505881010087,Iris-versicolor
+73,5.563103771660627,2.4642374153825446,3.7829934349882333,1.045371621015898,Iris-versicolor
+74,6.590984896813593,2.8063947157569387,4.630167993356837,1.484163871804647,Iris-versicolor
+75,5.425209171594427,3.39761633113651,1.4961598720965792,0.38674541154161374,Iris-setosa
+76,5.71313063255484,2.946158316886394,4.287183425564601,1.3436970348647062,Iris-versicolor
+77,6.713052090466177,3.0884365035439627,4.703740353369431,1.499860104716757,Iris-versicolor
+78,4.801433818293707,3.398894139640853,1.8087791166332035,0.20089453353554182,Iris-setosa
+79,6.2993554793196775,2.7030853090851474,4.915463175601547,1.7891690301681866,Iris-virginica
+80,5.808584842148406,2.6405934414909074,3.946790910824206,0.9812012745068629,Iris-versicolor
+81,7.660781329909117,2.587947284265076,6.899998965871223,2.296077079431931,Iris-virginica
+82,6.095989418661995,2.8131607394535347,4.714756891204908,1.2523305864289367,Iris-versicolor
+83,5.416898963541526,3.0,4.463974870231785,1.5001020271603098,Iris-versicolor
+84,5.713886682372271,2.988143444673116,4.216669357781948,1.2274007781329699,Iris-versicolor
+85,4.604289210652666,3.0992460081961966,1.5146932219552536,0.19753639023131875,Iris-setosa
+86,5.094714218967813,3.3004589987644444,1.778757535361183,0.46422438469042493,Iris-setosa
+87,5.665714407428272,2.9082380090814026,3.8847652182246923,1.2780403963901517,Iris-versicolor
+88,7.69035079521246,3.0,6.085800620439537,2.299234880886235,Iris-virginica
+89,5.693470408897494,2.9206288746405358,3.9973765578537517,1.2672125559194536,Iris-versicolor
+90,5.797313939844151,2.7926347482535596,5.109128924312457,2.406995467368335,Iris-virginica
+91,6.667528749822253,3.0476323401082253,4.620212515562798,1.479746823380157,Iris-versicolor
+92,6.640849288414978,2.8086154327395336,4.749658132761462,1.4135623127489532,Iris-versicolor
+93,5.9708875679544064,2.2170270741297124,5.0007489746290945,1.5093911583966262,Iris-virginica
+94,4.807466269480563,3.0,1.4035607509915962,0.3300503542697559,Iris-setosa
+95,5.4874365779520575,2.4843243094718295,4.0187090659621925,1.2975642685296822,Iris-versicolor
+96,5.777599905598896,2.8461794648160685,4.472345961220515,1.3732912291912716,Iris-versicolor
+97,5.808391681161124,2.811549139101598,5.10794002038769,2.4095161622924244,Iris-virginica
+98,7.223525930528486,3.196826958269731,6.0040394072660215,1.7954893500317612,Iris-virginica
+99,5.921246970157102,2.869405399138039,4.516318443497106,1.256018963534977,Iris-versicolor
+100,5.610325585871979,2.883736980528275,3.656572125634846,1.295202229520734,Iris-versicolor
+101,5.377224977312721,3.8996373434396543,1.2894653530417157,0.37885414799430744,Iris-setosa
+102,5.751827061297107,2.674243376610448,4.067875111083837,1.0037013967866597,Iris-versicolor
+103,4.805527512658136,3.3909421001384366,1.9121670843353895,0.1980088632445623,Iris-setosa
+104,6.784644251215007,2.7956757502361564,4.753995486573434,1.4012066148804847,Iris-versicolor
+105,6.625796736024669,3.0,4.435127571913072,1.399563440891775,Iris-versicolor
+106,5.297150472864388,3.803676912408754,1.3389984971597297,0.2535231863738007,Iris-setosa
+107,5.5087463220959565,4.1999991202583065,1.3743644597139546,0.19430628457713245,Iris-setosa
+108,4.7910610207178665,3.3974145294790206,1.7921654780075222,0.20321518678992262,Iris-setosa
+109,4.3,3.0,1.096512120140143,0.1,Iris-setosa
+110,6.47850103211816,3.189819750745812,5.123889486797064,2.026236768539613,Iris-virginica
+111,5.086666618439026,3.3176998545488248,1.6267720254528013,0.48288354517659016,Iris-setosa
+112,6.585244711579865,3.0,4.409367882619493,1.3887157017027676,Iris-versicolor
+113,6.01156069825168,2.215295696015077,4.04203830421037,1.049097486522941,Iris-versicolor
+114,5.793607605748138,2.6973629234895693,5.106255553783221,1.9131034807153462,Iris-virginica
+115,5.550598976986922,2.4225923187658593,3.787721007433185,1.0469565942870969,Iris-versicolor
+116,6.695600095417944,2.5035153657358107,5.809691665941898,1.8139921417289786,Iris-virginica
+117,6.021721967874646,3.4030789584415664,4.479935346070367,1.5827448775751247,Iris-versicolor
+118,7.680498296699623,2.789722829345131,6.691622812689666,1.9961161971394208,Iris-virginica
+119,5.931266224765001,2.9179427245306306,4.4328814611841105,1.4758547936809838,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/5/test.csv b/iris/tab_ddpm/7_0/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/5/train.csv b/iris/tab_ddpm/7_0/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/5/val.csv b/iris/tab_ddpm/7_0/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/6/synth.csv b/iris/tab_ddpm/7_0/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..724d5029f24b263bb177000677c1e0d650439dcb
--- /dev/null
+++ b/iris/tab_ddpm/7_0/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.8037424039586964,2.677314362705843,4.131369370878334,1.0215309540589221,Iris-versicolor
+1,6.833054500502245,3.177857280200048,5.635917653135231,2.299950650930737,Iris-virginica
+2,6.185463154542621,2.7715063677233114,4.870886907845765,1.7735842816261702,Iris-virginica
+3,5.487572885270174,3.0,4.4928417413424855,1.4955269820385397,Iris-versicolor
+4,5.707187826554435,2.8615866716161453,4.20070684194424,1.2324999387549287,Iris-versicolor
+5,6.819610994163836,2.8068563172464844,4.798044974664208,1.4197618804148557,Iris-versicolor
+6,5.059582232336277,3.5656408754240565,1.4113452081574251,0.19923491228130685,Iris-setosa
+7,6.306128184654847,3.2990880078058287,5.9952912954463295,2.5,Iris-virginica
+8,6.487411327145882,3.0,5.695680339474975,2.197100325881766,Iris-virginica
+9,6.2232685175396405,3.3996794129627728,5.419398317932891,2.3060052895096614,Iris-virginica
+10,6.59009455764012,3.0,4.403889552356722,1.4194380056520568,Iris-versicolor
+11,4.746126854205168,3.0,1.383719694466805,0.1,Iris-setosa
+12,6.89020545533993,3.1107086640373716,5.0945923596325,2.3002635990823848,Iris-virginica
+13,6.446846512171476,3.2595450083936313,4.753092375530284,1.5681486305865413,Iris-versicolor
+14,6.824705664404929,3.2063112202135984,5.814899575291686,2.2982063476167194,Iris-virginica
+15,5.809432605951929,2.7123930450183273,5.09608132700402,1.9119638067267193,Iris-virginica
+16,4.3000006179343115,3.0,1.0925058802685803,0.10000012449921054,Iris-setosa
+17,4.300000623866131,3.0,1.0976256782388212,0.10000011502761691,Iris-setosa
+18,6.199126124816338,2.194359203183039,4.496334783884251,1.5081979438804576,Iris-versicolor
+19,5.727560104167572,3.8237091485119925,1.7940691051937427,0.2752144686174829,Iris-setosa
+20,6.685250218491485,3.1121931708485153,4.71727626839261,1.5040911828279147,Iris-versicolor
+21,5.789642109339884,2.7934804762945147,5.0965736633414265,2.397308377317779,Iris-virginica
+22,6.495348049637695,3.0,5.807680495276844,2.224802643173191,Iris-virginica
+23,4.784450023810101,3.0,1.4070439605011533,0.27281039514088584,Iris-setosa
+24,4.796972093648259,3.0,1.3882504675458378,0.278680427841903,Iris-setosa
+25,7.588935473451905,3.0,6.560248438668469,1.98755703714897,Iris-virginica
+26,6.511456852549772,2.8023235453090054,4.62664681913402,1.5018238318741097,Iris-versicolor
+27,4.80169521008075,3.0,1.3859928958520658,0.1000001092076362,Iris-setosa
+28,6.498942447887818,3.1901357137834556,5.086145011547786,1.9947044840761992,Iris-virginica
+29,5.953245087724577,2.8848297778402454,4.5495291562504745,1.4464103300246482,Iris-versicolor
+30,6.09118844033507,2.6079898883146906,5.636240664175395,1.4140015208447099,Iris-virginica
+31,5.00884830536931,3.3978004445023986,1.597185372704574,0.39385611444896507,Iris-setosa
+32,5.633507455136443,3.0,4.5593014878251035,1.5479899832322266,Iris-versicolor
+33,6.300773321073559,2.5106947483802884,5.006937718354181,1.8926558408312395,Iris-virginica
+34,5.812970773519758,2.800502172113641,5.10635511467996,2.403751408420965,Iris-virginica
+35,4.804685599970329,3.0,1.3985303140485246,0.2756577051455802,Iris-setosa
+36,6.190965787648605,3.396090023923674,5.3930041687115,2.310016848247466,Iris-virginica
+37,6.78433689224497,2.7917751305868594,4.784714224413485,1.3955479836879936,Iris-versicolor
+38,6.5932281553896805,3.0,4.384750529956196,1.4029599994912823,Iris-versicolor
+39,4.421948288518961,3.1922078321754914,1.3134347048650081,0.20104369490963425,Iris-setosa
+40,7.227513905507216,3.1877703130020136,5.954779420116425,1.7957469510697983,Iris-virginica
+41,6.3142876450083705,3.313783500491258,6.011053469032487,2.5,Iris-virginica
+42,6.113084476158935,2.5898252018472574,5.607371571100103,1.4318351618266687,Iris-virginica
+43,4.3,3.0,1.0983717335412577,0.10000010873726917,Iris-setosa
+44,6.6934767296565685,3.090066539277714,4.699417493597291,1.5154922125195238,Iris-versicolor
+45,5.709051519772637,2.902267735177893,4.4001508981932576,1.4037774925396749,Iris-versicolor
+46,6.142115636104487,2.8614370657807546,4.723903561504546,1.3562959855434076,Iris-versicolor
+47,6.253655585559587,2.754938799929854,4.815342653070654,1.82570233009192,Iris-virginica
+48,7.9,3.8471535083367145,6.380420798565398,1.957819077958344,Iris-virginica
+49,6.28865561710071,3.4008882342067506,5.604300760071951,2.3980688403713075,Iris-virginica
+50,4.3,3.0,1.1035683025048661,0.10000010450864916,Iris-setosa
+51,6.464689163924391,3.0,4.424065123329261,1.4063062522389218,Iris-versicolor
+52,4.916769703088661,3.4053314501028873,1.7152977373435467,0.24112470360356078,Iris-setosa
+53,5.0898278422045395,3.525125531899503,1.401726718188235,0.2002163772083807,Iris-setosa
+54,5.776501705184686,2.8000123455827306,5.130382333740559,2.3921578042062657,Iris-virginica
+55,6.313554649117787,3.2835726670489116,5.955846514552995,2.4999997532516756,Iris-virginica
+56,5.500175481867146,4.2,1.3868655713475662,0.2032377740897416,Iris-setosa
+57,4.804300823712237,3.4051049453157516,1.688881555801262,0.19761332791146055,Iris-setosa
+58,6.103690968097282,2.5929631851030894,5.5958990883616515,1.4090009512814685,Iris-virginica
+59,5.63529515114354,2.883982567772391,3.7752228592618726,1.2945963452536584,Iris-versicolor
+60,5.148422646188318,3.3100105804084863,1.6072041299503887,0.4445660518557186,Iris-setosa
+61,5.798675940276484,2.704362608797048,5.082311187347768,1.9126314823266601,Iris-virginica
+62,6.796146005079589,3.196289303463764,5.815705447653235,2.2942572928004368,Iris-virginica
+63,6.10138787575671,2.7966765140827574,4.683991480204544,1.2073880242931279,Iris-versicolor
+64,6.137633058173871,3.3226208391719765,4.672911825113413,1.6305415383616928,Iris-versicolor
+65,4.3,3.0,1.1088867470128532,0.1,Iris-setosa
+66,7.161956853600104,3.213284226662867,5.929889662856119,1.7899276384231044,Iris-virginica
+67,5.6132340582478495,2.9663960600505286,3.940884000102553,1.2470200011117714,Iris-versicolor
+68,5.527241910407513,2.3997498526463583,3.7441136136773046,1.0125421504624268,Iris-versicolor
+69,5.67117310139891,3.7698837870046855,1.6448287267949548,0.29984311530073376,Iris-setosa
+70,4.978220896878178,3.0,1.581289459047847,0.19516056971917967,Iris-setosa
+71,6.713847943546576,3.0,4.9874328368803065,1.7115324474291729,Iris-versicolor
+72,5.40003725487447,3.0,4.508055505205493,1.4918142896638082,Iris-versicolor
+73,5.009165513388596,2.0000007246340825,3.435817587894779,0.9369709668316332,Iris-versicolor
+74,7.082282589483536,3.1463029110599656,5.88663441063889,2.2924570641729525,Iris-virginica
+75,5.1444139138927,2.487168326330625,3.004955793457011,1.087434274383471,Iris-versicolor
+76,6.294619124215028,2.7581822760316292,4.855984815003743,1.8198479003152963,Iris-virginica
+77,5.924164260380952,3.216880108470491,4.838845987235764,1.824947882432078,Iris-versicolor
+78,6.24131486196317,2.767223773032505,4.837676282173126,1.7963100745023222,Iris-virginica
+79,6.691508233348028,3.0828440615684554,4.686811077555291,1.5015298406303719,Iris-versicolor
+80,6.19241480587456,2.202563397461623,4.5685584123026235,1.5020908184600696,Iris-versicolor
+81,7.701110582554975,2.5972488632601256,6.9,2.3094387397637353,Iris-virginica
+82,4.981125596174484,2.0,3.350365383641076,1.0207709106919396,Iris-versicolor
+83,6.013475548865099,3.3947626527051975,4.490495639715368,1.5962249100214592,Iris-versicolor
+84,5.191249959228482,2.6682590634066363,3.8535012574532086,1.3629754620348808,Iris-versicolor
+85,5.788192281344549,2.7104497415358484,5.115659619204385,1.8926804203102394,Iris-virginica
+86,7.242718279079471,3.203449192436438,6.035944744647288,1.8467134106250194,Iris-virginica
+87,5.214264535195564,2.6974272849402494,3.8655605229552084,1.3945597112888097,Iris-versicolor
+88,6.496329607117019,3.0,5.795171805362736,2.1904365449293586,Iris-virginica
+89,6.08186354536183,2.9012501052883817,4.637280474242175,1.4112518998584047,Iris-versicolor
+90,6.2288688861824015,2.780380248257715,4.8217335240382155,1.8016851615921874,Iris-virginica
+91,5.703886263719613,3.7914259093830944,1.7863045432046305,0.2946102585155336,Iris-setosa
+92,6.870901705240906,3.184174685215525,6.018440746677926,2.2921857567415986,Iris-virginica
+93,4.812873954420543,3.0,1.4151886126901632,0.1000001123118411,Iris-setosa
+94,7.204035904647293,3.206287385229173,6.026834110392445,1.7807398644809047,Iris-virginica
+95,6.9209902917124975,3.1817742188635028,5.776933643329261,2.310317531514526,Iris-virginica
+96,6.683343237030865,3.081216018346691,4.6613147344989505,1.4847240076683763,Iris-versicolor
+97,6.798077734632476,3.2071977652841976,5.846415472078391,2.2993006494477988,Iris-virginica
+98,6.195953157718981,2.19711466322476,4.475263234068884,1.4699568347266223,Iris-versicolor
+99,5.011464310488905,3.0,1.7005849907094883,0.20275021120940273,Iris-setosa
+100,4.648172019476183,3.1163248824856966,1.5193921751837156,0.20283547944835686,Iris-setosa
+101,7.700261956572865,2.787565770804337,6.723973423775866,2.009881611080762,Iris-virginica
+102,6.1769082109656015,2.182273880478652,4.484429098210584,1.4926907407770664,Iris-versicolor
+103,5.744333059655662,3.0,4.248790212625909,1.255721148051352,Iris-versicolor
+104,5.951341291825497,2.9018591672160703,4.46935500541014,1.4884175459684117,Iris-versicolor
+105,5.491969577652907,4.2,1.3904656255320105,0.19953179352969208,Iris-setosa
+106,5.590842638359709,2.5078009014139466,3.9223566201832782,1.0926929777617724,Iris-versicolor
+107,5.081492794651568,3.255151839068991,1.7332704507713403,0.27401391376652634,Iris-setosa
+108,5.048546975889838,3.5439270999077657,1.4017607522174071,0.20085258632304134,Iris-setosa
+109,5.980298501106583,2.1693881719044588,3.9887706805804632,0.980880929183885,Iris-versicolor
+110,5.653749089681821,2.9214074908856014,4.007023159932314,1.2963363378267898,Iris-versicolor
+111,6.730245252656189,3.0,4.994495496498279,1.6797473399600213,Iris-versicolor
+112,7.698748349946559,2.5973235831453594,6.8999989206788275,2.304298237781692,Iris-virginica
+113,6.320237262455573,2.495405423517568,5.014436884146008,1.8886279490438722,Iris-virginica
+114,7.516222385974601,3.005507839892959,6.4236244485947225,2.0256579842147553,Iris-virginica
+115,6.512212092548815,3.202869873739587,5.106521745586157,2.005169292227955,Iris-virginica
+116,5.037028381193571,2.0,3.5688718952213976,1.0342153186007408,Iris-versicolor
+117,7.6560505466395465,3.0,6.413023785570889,2.190642034712659,Iris-virginica
+118,7.16838139076022,3.1859246288357137,6.064413056922499,1.8084354941251475,Iris-virginica
+119,6.687054268856727,3.0,5.004486848116012,1.6948469406957365,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/6/test.csv b/iris/tab_ddpm/7_0/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/6/train.csv b/iris/tab_ddpm/7_0/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/6/val.csv b/iris/tab_ddpm/7_0/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/7/synth.csv b/iris/tab_ddpm/7_0/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff4ba92740a321a35477b8c676d4497cb6a9b9b7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.403370821592328,2.900482366335233,1.400581802746622,0.20026816298405967,Iris-setosa
+1,4.575129092843465,3.0740525322876966,1.499253029830087,0.20325994231097108,Iris-setosa
+2,6.962565923948265,3.0980821898584088,5.083314067930621,2.302525936589257,Iris-virginica
+3,5.595285819618155,2.9110805451003423,3.596663602773195,1.3018710593413803,Iris-versicolor
+4,5.7808216054581525,2.805702097659346,5.107230499203727,2.4072131999686848,Iris-virginica
+5,6.324340481584021,3.3023571381157093,5.976597361837537,2.5,Iris-virginica
+6,4.9984533086641445,3.3994708496781287,1.5959325169282002,0.4040929722669967,Iris-setosa
+7,5.675664238770313,2.893172885923748,4.065333968707795,1.2806628869669023,Iris-versicolor
+8,6.243981487442575,3.4055939956984593,5.535121704148458,2.385196118590293,Iris-virginica
+9,5.79535577268657,2.7034484172362063,5.131118338761162,1.9023292177498086,Iris-virginica
+10,4.300000841236886,3.0,1.1081640766413594,0.10000019219259462,Iris-setosa
+11,4.893000378199952,3.077338549721437,1.4742429395958399,0.1,Iris-setosa
+12,4.801990008270776,3.400815050516076,1.690235809387505,0.20105972401821032,Iris-setosa
+13,4.6130389797440685,3.6049394020126857,1.0,0.1970568853630349,Iris-setosa
+14,4.984916446089661,3.397083047861907,1.594189899491065,0.42724187909132894,Iris-setosa
+15,6.107196254693434,2.593567985870536,5.595837054015571,1.4217529510988551,Iris-virginica
+16,4.300000653874074,3.0,1.1079183167459976,0.10000011020043721,Iris-setosa
+17,6.270167856887275,2.452990887313804,4.992263184715248,1.8720376706972408,Iris-virginica
+18,5.3991623078039,3.9024984890689605,1.3022547085060128,0.32816957665500074,Iris-setosa
+19,5.815412767162536,2.7039377910594196,5.104895687014671,1.8901303190568426,Iris-virginica
+20,6.815501656333017,3.1080525733694526,5.127589288063685,2.2254105667914836,Iris-virginica
+21,6.961886236279478,3.0990332747562976,5.18832446543883,2.3097338946753876,Iris-virginica
+22,6.128645645173759,2.8401948283290968,4.749131620764265,1.281589876561363,Iris-versicolor
+23,5.995938324351634,2.1922256389032087,3.966552939470429,1.0127760425010959,Iris-versicolor
+24,6.65583028622851,2.4939952570718247,5.633292391853493,1.817728439118874,Iris-virginica
+25,5.796097347617358,2.702004809124902,5.124873861790328,1.8929868078341698,Iris-virginica
+26,7.702359725752138,2.790340287510519,6.729273249292161,2.005051769496901,Iris-virginica
+27,7.691366934952427,2.7888475687417937,6.693207622648563,2.0102710897756437,Iris-virginica
+28,5.088674079631996,3.462423680734332,1.450528879262151,0.23203129206299644,Iris-setosa
+29,5.789314956126574,2.8014697426064195,5.087547826343774,2.4009865506984083,Iris-virginica
+30,6.094085315269956,2.887480126837054,4.692521318534742,1.3559924788384008,Iris-versicolor
+31,5.397668193587917,3.9086958284423132,1.2862696117690917,0.33847631212371554,Iris-setosa
+32,5.01983066133359,2.0000004858781186,3.5382404042063405,0.9906272838548698,Iris-versicolor
+33,6.013933446252382,2.1877944197041774,4.996029117557133,1.4946119738548898,Iris-virginica
+34,6.483003885517438,3.2118367077216132,4.660270513641638,1.5551469078473987,Iris-versicolor
+35,4.300000560878839,3.0,1.1144721510456812,0.10000010295200881,Iris-setosa
+36,4.7709116119575015,3.0,1.3998693812270182,0.27417726425558225,Iris-setosa
+37,4.795329675743397,3.3989296746466597,1.81440301762839,0.20004999333306048,Iris-setosa
+38,6.1857349090085245,2.810364965076744,4.807549091767445,1.8063347975981183,Iris-virginica
+39,5.952690929335897,2.199349395934502,3.968053862030492,0.931837373548574,Iris-versicolor
+40,6.698228517767874,3.078933968869653,4.704918121803346,1.5078911068198464,Iris-versicolor
+41,7.9,3.8263289099971844,6.402885194252033,1.9896340108267725,Iris-virginica
+42,6.0128184948725645,2.2239558011987253,3.9800777425466087,1.00972837186383,Iris-versicolor
+43,5.589321579838917,3.0,4.49829486122948,1.4809751296257865,Iris-versicolor
+44,5.334544644202702,3.7142617358764713,1.3857641416245547,0.4001157040754206,Iris-setosa
+45,4.93120124431797,3.1411588996067192,1.5030528577922708,0.10000009665635501,Iris-setosa
+46,6.313456910515279,2.5105437655504046,4.990957562243351,1.9048904855049558,Iris-virginica
+47,6.784236113237598,2.78991329750269,4.778831488089062,1.4488191431268462,Iris-versicolor
+48,4.990021935611056,2.0,3.606501120625954,1.0050319842941002,Iris-versicolor
+49,6.447100637642895,3.1123295061641105,5.456529363929967,2.282827891375358,Iris-virginica
+50,4.574240500306537,3.6073020383628456,1.0000004451079103,0.20481551916295096,Iris-setosa
+51,6.145951621792869,2.8228757454645796,4.731924068770455,1.2194438990866545,Iris-versicolor
+52,4.536638052623687,3.2012008201901594,1.3849493902617183,0.20172358611114682,Iris-setosa
+53,6.729505712031636,2.493877204702103,5.823076443076387,1.7995167851578413,Iris-virginica
+54,6.71100983207738,2.495816204416248,5.794172642160027,1.7482851151755956,Iris-virginica
+55,5.763656885835747,2.7976005793087486,5.09028714630873,2.402959172696358,Iris-virginica
+56,7.121541269965263,3.1857457577030717,5.920856004927694,1.818441990712319,Iris-virginica
+57,6.1032687621929576,2.6072259653241816,5.6125133705490065,1.3857851759256186,Iris-virginica
+58,6.3213484052385045,2.491262849678429,5.0288365709626675,1.9327689630262683,Iris-virginica
+59,5.777988206639036,2.708749348267513,5.141299276502831,1.9034300369528847,Iris-virginica
+60,7.597646386688361,3.0,6.565048050773813,2.1344575497984706,Iris-virginica
+61,5.600343510306625,2.47155565517093,3.9129836910688693,1.1123772484263936,Iris-versicolor
+62,5.820638097856533,2.712871073220768,5.105536760195872,1.9123421211537819,Iris-virginica
+63,5.5902995125169745,2.4972276154157145,3.9520192367599396,1.0732862984217637,Iris-versicolor
+64,5.687219827030484,2.8720424533189335,4.0408053648238615,1.2455220014483732,Iris-versicolor
+65,5.111180971698619,2.5054547879102524,2.8842769264426877,1.1040679331785108,Iris-versicolor
+66,4.615418743345484,3.578613935568995,1.000000421831364,0.2017691859518867,Iris-setosa
+67,6.672288444562759,2.8087365995443,4.733566305654223,1.4770137039664581,Iris-versicolor
+68,5.70524466364521,2.840321099506789,4.5112951668466215,1.3499729918349546,Iris-versicolor
+69,5.6655409198588655,2.9884115952434325,4.120312889583085,1.2429392417199279,Iris-versicolor
+70,5.683846072684636,3.0,4.219205019759776,1.2374944913430137,Iris-versicolor
+71,5.654336807305196,3.0,4.511410277960936,1.5230479504719874,Iris-versicolor
+72,5.118806640243765,3.765946066463551,1.7857390008676404,0.20172146752765277,Iris-setosa
+73,5.52178594501105,4.2,1.414946284585259,0.20966000027178544,Iris-setosa
+74,5.688862844520491,3.776345210656956,1.5892000525608267,0.32466935086580945,Iris-setosa
+75,5.997125891809729,2.2095966288846927,5.006910833402155,1.4800837931295974,Iris-virginica
+76,4.992473161719652,2.0,3.4508680086327805,0.9259691443139384,Iris-versicolor
+77,6.006045187004058,2.1978110059200313,4.026912604533831,0.9990566424604957,Iris-versicolor
+78,6.166130962059428,3.3394817103111674,4.6257254040103755,1.6021654940186538,Iris-versicolor
+79,4.3,3.0,1.1037915495124047,0.1,Iris-setosa
+80,6.2113396252893445,2.7914714221586197,4.798638496777237,1.7984914521400772,Iris-virginica
+81,6.408250020324415,3.1772826637733713,5.266884959933665,2.2906876366946327,Iris-virginica
+82,5.796001773463462,2.7047055682473355,5.099145231471249,1.9198949662134808,Iris-virginica
+83,7.9,3.7953683080492846,6.418559601110049,1.9583589864784374,Iris-virginica
+84,5.742403038747588,3.781729008204356,1.6100205858541494,0.2770653042332065,Iris-setosa
+85,5.7791099367062975,2.7051852628226305,5.116789915602692,1.8848064556991284,Iris-virginica
+86,5.528022211264831,3.0,4.533184971244438,1.509911572028844,Iris-versicolor
+87,7.7064649879142815,3.0,6.123834691339922,2.3061518266594057,Iris-virginica
+88,4.884180511361669,3.1365424043375265,1.4976224390613535,0.1,Iris-setosa
+89,4.890987921374793,3.1466325418458907,1.5351074313605042,0.10000009145699643,Iris-setosa
+90,5.901048032432335,3.1815060297297437,4.812859275774116,1.8037916823539404,Iris-versicolor
+91,4.934253010912068,3.458469811013856,1.41757611535816,0.20103864233278274,Iris-setosa
+92,5.1375418932787165,3.686766238982295,1.3825384886661665,0.22027898878187924,Iris-setosa
+93,6.112873863431712,2.797320154661308,4.725256542340142,1.2249935253833508,Iris-versicolor
+94,5.666800750280586,2.907554273459342,4.0448141259463,1.2986964263266207,Iris-versicolor
+95,5.6181480698884645,3.0,4.502129769984363,1.4877171473418676,Iris-versicolor
+96,5.77668713044661,2.8042396710088715,5.0990090537171655,2.417659335143297,Iris-virginica
+97,6.3264442074054905,3.3138123785275937,5.988198990706434,2.5,Iris-virginica
+98,6.140676692537664,2.8894955999296674,4.596458391534318,1.5065693083128189,Iris-versicolor
+99,5.671499420791349,3.7615057656609894,1.648094396398276,0.3253062299436575,Iris-setosa
+100,6.251243355392074,2.3873200618178454,4.985686451269263,1.8229841583318744,Iris-virginica
+101,4.816202839962689,3.0,1.41338191199756,0.27776956711915274,Iris-setosa
+102,6.236268161559164,3.396218492189267,5.423678643965753,2.323774130369832,Iris-virginica
+103,7.710917739529042,2.7975768810152832,6.702829131536001,1.9872783900959785,Iris-virginica
+104,6.471908609400804,2.792465492141549,4.590336025323642,1.4917753633550332,Iris-versicolor
+105,4.800417105016361,3.403453428423104,1.5869594334618016,0.20084808998198767,Iris-setosa
+106,6.478392934846094,3.0,5.798966667476323,2.172614944265632,Iris-virginica
+107,5.968794902048338,3.393508418898853,4.52086380602648,1.6096762340836506,Iris-versicolor
+108,6.209861609153024,2.19911922938061,4.529176352868798,1.5145444144197522,Iris-versicolor
+109,7.9,3.8619419834679127,6.420996752268893,2.0275547048091083,Iris-virginica
+110,5.991993159433658,3.392397824458357,4.503126112787233,1.5987884257869749,Iris-versicolor
+111,5.549732058698228,2.5140097810772475,3.967917990067649,1.2217041405306093,Iris-versicolor
+112,6.201383323778071,3.3973782522321456,5.40396427843233,2.288380540815899,Iris-virginica
+113,7.9,3.7739381808732864,6.401298131614464,1.9685853984474326,Iris-virginica
+114,6.249046218152797,3.30446369216462,5.955252052023204,2.5,Iris-virginica
+115,7.706838161634238,2.5904587743140253,6.9,2.3142334979576935,Iris-virginica
+116,5.6924948300093305,3.0,4.218452551325909,1.2435455401616655,Iris-versicolor
+117,6.206051145343592,3.3886019130410814,5.405087951276324,2.3028400844686616,Iris-virginica
+118,6.318720274422819,3.305795315155614,5.980896053520151,2.5,Iris-virginica
+119,5.018199205514257,2.0000004807736342,3.5300458908528967,0.9668370254320704,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/7/test.csv b/iris/tab_ddpm/7_0/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/7/train.csv b/iris/tab_ddpm/7_0/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/7/val.csv b/iris/tab_ddpm/7_0/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/8/synth.csv b/iris/tab_ddpm/7_0/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3632a5761343a3673e0a3f18e1df53637fa26169
--- /dev/null
+++ b/iris/tab_ddpm/7_0/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.786426786409327,3.1655939431644025,5.387748521345676,2.231191551341185,Iris-virginica
+1,5.752714375840316,2.8965574454257403,4.549568935922071,1.407869986712678,Iris-versicolor
+2,5.1591955985596005,3.405594700222973,1.406693675028657,0.20157118703969817,Iris-setosa
+3,5.125980495000882,3.795050403934362,1.6143462558915023,0.19987302919743694,Iris-setosa
+4,6.107106918590488,2.801818715422667,4.702379500406435,1.2133868097044391,Iris-versicolor
+5,5.804932802391331,2.729403810590559,4.169931701917934,1.031216130872257,Iris-versicolor
+6,5.992232283319229,2.20116982901218,4.023561880575723,1.0037400271156267,Iris-versicolor
+7,5.695850901327239,3.801423090112658,1.774686869672869,0.37293656974318334,Iris-setosa
+8,6.04325960946209,2.800833426427863,4.660350863999992,1.272800757398752,Iris-versicolor
+9,7.207222622447256,3.1953348641834216,5.994353636921147,1.7783682297840249,Iris-virginica
+10,5.092708646356954,2.5050378955134764,3.0357977439062838,1.0959889937075402,Iris-versicolor
+11,7.709708009641957,2.8019331373481466,6.715172813607544,2.012475411089534,Iris-virginica
+12,5.03996427094373,2.0,3.5682775279308383,1.009114599848542,Iris-versicolor
+13,6.189086988221658,3.4061334675675394,5.383086281460315,2.2849220863980753,Iris-virginica
+14,5.058664938272803,3.5682805786128897,1.398388769201893,0.20080351751898887,Iris-setosa
+15,6.194300761165791,2.189655544947804,4.505624327360643,1.4974763767915709,Iris-versicolor
+16,4.81344656763182,3.4021994338628163,1.644431420649284,0.20104646377553884,Iris-setosa
+17,5.471641516995085,2.427407617209998,3.729707815176803,1.0052531137367646,Iris-versicolor
+18,5.978739584323686,3.4023103819273572,4.478228135434842,1.6078926149943995,Iris-versicolor
+19,4.572789539270659,3.660360345055214,1.0,0.1967909291288098,Iris-setosa
+20,6.317945191132365,2.709127916844683,4.877311761688218,1.815386200658591,Iris-virginica
+21,6.11570536722725,2.597192115947101,5.618227158206409,1.4145694178044854,Iris-virginica
+22,6.278972685719952,2.4806857981107124,5.001725937701423,1.8720640948493392,Iris-virginica
+23,6.1914875663508955,3.3899308963693064,5.510908141444448,2.314335902532517,Iris-virginica
+24,4.606624694049458,3.646393989066256,1.0000003631297545,0.19686899886883397,Iris-setosa
+25,5.750799965193281,2.754047946565207,4.298832180731484,1.0934465030303455,Iris-versicolor
+26,5.120079748935208,3.311783730773164,1.7384454714856574,0.5094975568484171,Iris-setosa
+27,4.5850290129058635,3.216724732446519,1.401368961751057,0.19956894446598672,Iris-setosa
+28,6.682633062784059,3.0,4.970498111618926,1.6937032293854366,Iris-versicolor
+29,6.299213471538467,2.6860069836787406,4.900507875126314,1.8020295406683695,Iris-virginica
+30,7.6907753595662065,2.594274795512158,6.9,2.3054220720597525,Iris-virginica
+31,4.569793571960194,3.1921725219664188,1.3766538302520086,0.1991487832679146,Iris-setosa
+32,4.836672629421655,3.0,1.439926174863781,0.10000009234323633,Iris-setosa
+33,5.788570839143097,2.77904274478927,5.093266532437036,2.3822703638077973,Iris-virginica
+34,6.107744767156236,2.6113459844514835,5.584898630010552,1.4434829065957366,Iris-virginica
+35,5.794397820242589,2.6983734377506665,5.164753265251208,1.9059291589871625,Iris-virginica
+36,7.71215094033638,2.80726162012452,6.713815181988476,1.9916162113745248,Iris-virginica
+37,4.3,3.0,1.087512970052024,0.1,Iris-setosa
+38,6.789073825746966,2.798900992910458,4.812778839572651,1.412815943293133,Iris-versicolor
+39,4.994118221495902,3.0,1.7191012840637487,0.20368697745762812,Iris-setosa
+40,5.785119133362272,2.8150210512353064,5.141781493022066,2.3978413388179343,Iris-virginica
+41,5.411205943353396,3.9001445949587534,1.318863968286201,0.39787934568964933,Iris-setosa
+42,5.337799350968506,3.0,4.473743221843262,1.5043549831022844,Iris-versicolor
+43,6.6811164474044125,3.0,5.003956738459669,1.7089115950444882,Iris-versicolor
+44,6.17717449408249,3.399466776628625,5.392325959330871,2.3052893078963557,Iris-virginica
+45,5.689569968980346,3.7489742005433575,1.65594863572225,0.273077635320899,Iris-setosa
+46,5.290185826367964,2.5091770725610663,3.7524186516833185,1.1823554158500327,Iris-versicolor
+47,6.093903061125354,2.5928259274539407,5.620730034332784,1.4087822537722507,Iris-virginica
+48,7.18175872392073,3.2123753713465937,5.991774737727693,1.8145482198230745,Iris-virginica
+49,4.4876019001435905,3.2104598984622577,1.379153689223864,0.20367674831961607,Iris-setosa
+50,5.873461691395773,3.1942938726303436,4.792027820720279,1.813709185112549,Iris-versicolor
+51,4.818140386868707,3.0,1.4089565520651226,0.10000010234503805,Iris-setosa
+52,6.197547769978613,3.401987508310619,5.461872686558301,2.273568310381244,Iris-virginica
+53,4.619646703453785,3.2092949186272524,1.3825141538093484,0.1995256196903541,Iris-setosa
+54,5.373776095505774,3.6250638407459195,1.6629770760036702,0.27508799876702483,Iris-setosa
+55,6.098042950564555,2.7856189201074537,4.697053460797229,1.1699330862752564,Iris-versicolor
+56,6.469929917095715,2.8084764441933707,4.599420527218345,1.4976834046507932,Iris-versicolor
+57,5.516883373091826,2.5540816393290044,4.007286362210899,1.291968811085415,Iris-versicolor
+58,7.587827513220599,3.0,6.552775251111605,2.1325095328716337,Iris-virginica
+59,5.903963794161282,3.2114359263087144,4.8025645696263695,1.8149739750648333,Iris-versicolor
+60,5.012347688871693,3.0,1.6668875689637945,0.20237012348170608,Iris-setosa
+61,6.466624065551187,3.0,5.803039605316254,2.2083871702605102,Iris-virginica
+62,6.480678893932404,3.221911316380927,5.093029112484594,2.0934621542006453,Iris-virginica
+63,6.692678696889966,3.0930447657206916,4.702204703003995,1.5002562486054143,Iris-versicolor
+64,4.3,3.0,1.099559568187605,0.1000000991914056,Iris-setosa
+65,5.091689031551635,3.2940215198846743,1.758693984264019,0.4665136597947729,Iris-setosa
+66,5.516545191130703,3.0,4.42979467356433,1.4977227194042984,Iris-versicolor
+67,6.472952888772172,3.202167833433628,5.08982922733644,1.9835390485057653,Iris-virginica
+68,7.734454959573006,3.0,6.232369117859063,2.2731953360388832,Iris-virginica
+69,7.682067970698701,2.586477490700229,6.899998976295591,2.2855833606245897,Iris-virginica
+70,6.349737694869563,3.395033051348546,5.5396212191737115,2.380425822936406,Iris-virginica
+71,6.003696046274023,3.393363831000015,4.53987228120574,1.6181594105333954,Iris-versicolor
+72,5.969958603590063,3.4004860346549934,4.5165558381131214,1.6008673048834081,Iris-versicolor
+73,4.8825033638200335,3.052095420373146,1.4938520096188177,0.10000009907082015,Iris-setosa
+74,4.6021150681397796,3.0804712621552373,1.499253634311706,0.20115360257483886,Iris-setosa
+75,5.575631335691347,2.4848466808297696,4.009289398235486,1.2343045212666208,Iris-versicolor
+76,6.179281974141543,3.3991558355493687,5.346626743536966,2.2747393379977434,Iris-virginica
+77,6.388858574290922,3.0978057761372,5.475518626080798,2.280906985868872,Iris-virginica
+78,6.2560353493797685,2.726057648593725,4.8883255835300865,1.7904522613631633,Iris-virginica
+79,6.890014130817256,3.187831380779077,5.737056529857125,2.3062576088002693,Iris-virginica
+80,4.578261700756895,3.1129923705237044,1.4824269545229491,0.2004077569958817,Iris-setosa
+81,6.024038198293861,2.7781424234884677,4.636752039879669,1.148358364376184,Iris-versicolor
+82,5.854110497361386,3.2005668657452144,4.799049050075714,1.7950340138198302,Iris-versicolor
+83,5.678775722366243,2.973729975738492,4.075820490221607,1.2276058524967046,Iris-versicolor
+84,7.595904102800234,3.0,6.605616531783687,2.124658178375707,Iris-virginica
+85,5.985557566526836,3.4040441593919217,4.519429190762342,1.5913270513959177,Iris-versicolor
+86,4.5830560553072175,3.1474586850225523,1.4424712578347219,0.19901757795748942,Iris-setosa
+87,7.690752003500968,2.8015919644800324,6.691596471819112,2.0104026766033667,Iris-virginica
+88,5.935442443715927,2.903892697481033,4.4733606202465195,1.4904737688171659,Iris-versicolor
+89,4.9977959425399785,2.0000005582441496,3.5965104987815866,0.9394160029885567,Iris-versicolor
+90,5.113757109212382,3.295406804117073,1.7193382744728032,0.4758102089869439,Iris-setosa
+91,4.7851005804252695,3.0,1.381818164188227,0.27655389644548756,Iris-setosa
+92,6.680649096310005,3.0,4.997342541887931,1.7036611541513567,Iris-versicolor
+93,6.585805391834933,3.0,4.409730961875875,1.3865179689484777,Iris-versicolor
+94,4.600416805799196,3.206825872462607,1.3832888584445011,0.20104905627037223,Iris-setosa
+95,5.628431744320146,2.428615325905329,3.858645820243555,1.0492501220422086,Iris-versicolor
+96,6.19819870240366,3.3219861215218414,4.694914217029097,1.6231625049976588,Iris-versicolor
+97,5.087446125326105,3.301641218811207,1.598334022641925,0.48466345743328576,Iris-setosa
+98,4.886227644799827,3.1022293937784733,1.509863156050721,0.10000010423447694,Iris-setosa
+99,4.9347948326659665,3.3984106689649547,1.5927053562117832,0.27071130679241534,Iris-setosa
+100,4.394527556278566,3.178420552761397,1.302967341005182,0.20190417289024987,Iris-setosa
+101,4.3,3.0,1.1048346054421663,0.10000012235129696,Iris-setosa
+102,6.193600875700435,2.214928101449239,4.50672248335148,1.4997918559725387,Iris-versicolor
+103,5.478495039137146,4.2,1.4061691925961024,0.19168433082440461,Iris-setosa
+104,5.816723087243402,2.7923580369497873,5.088321142228926,2.3919875500405547,Iris-virginica
+105,6.690989779202793,3.0640783108163756,4.710153640743988,1.5171269780652947,Iris-versicolor
+106,6.6971432107025635,3.0,4.993016264555747,1.7116440154568122,Iris-versicolor
+107,4.860811072398433,3.0864439228834915,1.485010539691005,0.1,Iris-setosa
+108,4.552221517861063,3.1934276337661487,1.4099350943257927,0.1953366619527246,Iris-setosa
+109,4.300000773188025,3.0,1.10629825002219,0.10000011846734964,Iris-setosa
+110,5.825199290891142,2.6968171517118202,5.131521369319293,1.901041566099376,Iris-virginica
+111,4.8194328394509345,3.387085996308934,1.5028422392999055,0.19671767327048229,Iris-setosa
+112,7.60517649672739,3.0,6.600296557701296,2.070384153522457,Iris-virginica
+113,6.589936929950149,3.0,4.413410162366236,1.4021157145275962,Iris-versicolor
+114,5.6895432680869735,2.8686480965899337,4.23249196292406,1.321888332621767,Iris-versicolor
+115,6.215575655440139,2.190558206172877,4.537017956736394,1.4906278761083598,Iris-versicolor
+116,7.5734935975163875,3.0,6.558486812346124,2.1069256909678646,Iris-virginica
+117,6.876341971685755,3.0722661892400835,5.094837020699729,2.307721698140808,Iris-virginica
+118,6.517986211259442,2.8090129235270966,4.612927810204368,1.5072759391125357,Iris-versicolor
+119,6.489836622428384,2.8007943601032648,4.605427441025051,1.494661916319384,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/8/test.csv b/iris/tab_ddpm/7_0/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/8/train.csv b/iris/tab_ddpm/7_0/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/8/val.csv b/iris/tab_ddpm/7_0/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/9/synth.csv b/iris/tab_ddpm/7_0/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f28793806abc6ca38b304d0e12d7347c3ccab46a
--- /dev/null
+++ b/iris/tab_ddpm/7_0/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.005177413027568,3.0,1.5956497415648139,0.204643506765388,Iris-setosa
+1,6.8824576699388835,3.092680064584672,5.102417748834407,2.287220050186493,Iris-virginica
+2,5.5221397899463955,2.512213669564525,4.025805576057383,1.3014419138223203,Iris-versicolor
+3,5.011530853241141,3.0,1.6781016608159962,0.20032000225570812,Iris-setosa
+4,5.081502495434215,3.7790320610843593,1.595502598445831,0.2006547854755301,Iris-setosa
+5,5.673561688444351,3.0,4.155760422770207,1.2053943523358759,Iris-versicolor
+6,4.898419618893037,3.1088822845144355,1.4969389057062767,0.10000010476447295,Iris-setosa
+7,5.05749139072339,3.61691118218152,1.401395549959756,0.20303360529529935,Iris-setosa
+8,5.119106707228676,3.819995834503885,1.7498618764134901,0.19654804086151112,Iris-setosa
+9,5.1698871584219,2.7155343639521368,3.983141419763981,1.4106118185341334,Iris-versicolor
+10,5.553293352427063,2.477764850186574,3.912232518612811,1.0417818519615243,Iris-versicolor
+11,5.19599944927936,3.400880874382996,1.4003888953561483,0.20241572379382683,Iris-setosa
+12,5.8868139089289135,3.2043613257268877,4.808196721539373,1.799259359685278,Iris-versicolor
+13,6.000016724906232,3.408177029243532,4.490902718333659,1.6040367374293034,Iris-versicolor
+14,7.6109263540184635,3.0,6.6020016908196535,2.0518289418785733,Iris-virginica
+15,5.424327359594848,3.896951153127499,1.3005037704922378,0.43803676703284244,Iris-setosa
+16,4.580606419310801,3.620175425676116,1.0,0.19537216361433868,Iris-setosa
+17,6.718042463101588,3.2119690896554105,5.8020470013286305,2.309525908231257,Iris-virginica
+18,6.2663210493467325,3.400607273336049,5.503848291890508,2.3780898701923787,Iris-virginica
+19,6.573670578615935,3.0,4.3670167598802,1.397304344946305,Iris-versicolor
+20,5.830707450422796,2.8529960562077283,4.5554111184934225,1.3732368847923635,Iris-versicolor
+21,4.801798834712627,3.3998425567894515,1.8072477616723468,0.20363124593805443,Iris-setosa
+22,6.5223913155128335,2.7889622703569295,4.600276496703053,1.5030965455649101,Iris-versicolor
+23,6.196298892920897,2.7976218838447804,4.788589063470074,1.7926014414282272,Iris-virginica
+24,4.58810498079859,3.166922825304115,1.4304633074113156,0.20167920712615184,Iris-setosa
+25,4.300000589061243,3.0,1.105048713562609,0.1000001386501441,Iris-setosa
+26,7.702451866244283,2.8216979166303813,6.712542623492142,1.9980377582696525,Iris-virginica
+27,6.7070091411988955,3.0,5.020840616465117,1.6968424062909833,Iris-versicolor
+28,5.308554792788618,3.4041075781296533,1.4857666372569778,0.27369104365614605,Iris-setosa
+29,6.116028053211977,2.892057630066304,4.6427573987724555,1.4543860235644677,Iris-versicolor
+30,4.402547142552304,3.1711173321039166,1.3085179341024729,0.19901000829898363,Iris-setosa
+31,7.9,3.8238552868908715,6.387511006120829,2.050739351282937,Iris-virginica
+32,4.3000005072523155,3.0,1.1058077169844232,0.10000011027763808,Iris-setosa
+33,6.190587736862117,3.400838896978365,5.457497983920647,2.308499694838568,Iris-virginica
+34,7.899998641639073,3.8333030551349507,6.3872709242452945,2.0299614084977864,Iris-virginica
+35,6.339973564742285,3.2730560630020533,5.221961824495189,2.1280010185794462,Iris-virginica
+36,5.108697143593906,3.8090819918196286,1.5744066859387364,0.19841214804184615,Iris-setosa
+37,6.26417132023306,2.757114160297557,4.834984518908152,1.8075670542884024,Iris-virginica
+38,5.78227272194136,2.6903075521014337,4.044573558818571,1.039501610584845,Iris-versicolor
+39,5.591012030462511,3.0,4.509582625304953,1.4937116383045574,Iris-versicolor
+40,6.723948599488544,2.7801955069320017,4.802033278148681,1.3846351257602918,Iris-versicolor
+41,5.913792006939467,3.204732704121888,4.832749197044412,1.7994900211554907,Iris-versicolor
+42,5.851158307655019,2.69588654278676,5.096350237435119,1.9116774469394406,Iris-virginica
+43,4.815722811892962,3.0,1.4054319308071617,0.3099105494535702,Iris-setosa
+44,5.5677746864571285,3.0,4.450429879703926,1.4609241618373754,Iris-versicolor
+45,6.228989662675284,2.791074136434539,4.818174562430295,1.7789246477502718,Iris-virginica
+46,5.896662735625533,3.184758987670792,4.815725626868246,1.805594454210237,Iris-versicolor
+47,7.697393383598113,2.5975616333692204,6.9,2.3087497454025976,Iris-virginica
+48,6.4203656075568905,3.198841744810183,5.242911058520857,2.2194757929288005,Iris-virginica
+49,7.656590179290205,2.8971618984177456,6.667500054783992,2.0490231195622424,Iris-virginica
+50,5.020141985378976,3.6908240474104783,1.430481570156413,0.202024714482543,Iris-setosa
+51,7.636488706174368,3.0,6.01369026976936,2.301529418096147,Iris-virginica
+52,6.242097774177316,2.194075995170906,4.510842525123496,1.512430205498856,Iris-versicolor
+53,6.10205526783314,2.833768925617713,4.686487283177721,1.2321304689477863,Iris-versicolor
+54,6.282194584256075,3.3999932572117815,5.542359733170008,2.396553149385237,Iris-virginica
+55,5.106321452507139,3.3161260885110893,1.687038602703833,0.538158215815592,Iris-setosa
+56,5.217474789298897,3.405792935846051,1.3876041896739935,0.20101269970122748,Iris-setosa
+57,4.400156719435648,3.1946328686524645,1.3187368840072926,0.20074211125761252,Iris-setosa
+58,4.793927716397983,3.401668209278615,1.6601285034600353,0.19869478508400917,Iris-setosa
+59,7.899998433496082,3.760367722090142,6.424281809936444,2.010610536181875,Iris-virginica
+60,5.133804670630401,3.782144620489526,1.5871816273163692,0.1934950833773792,Iris-setosa
+61,5.791000872770822,2.69674341720998,5.099185916029766,1.8956107428309223,Iris-virginica
+62,5.789140387979012,2.792166290915354,5.119083401451121,2.397572568657692,Iris-virginica
+63,5.002854542237034,2.0,3.432142372438964,0.9734087414326478,Iris-versicolor
+64,5.5122920400614435,2.490531448955104,3.9704946014295235,1.2346033460017602,Iris-versicolor
+65,7.693908536778884,3.0,6.0753614394822835,2.289677026191619,Iris-virginica
+66,5.381859270790514,3.3913248286056357,1.513068747839431,0.4981305725244788,Iris-setosa
+67,5.815441834394031,2.6942865363726396,5.1167612576153525,1.915969811802558,Iris-virginica
+68,4.573501248397065,3.0812937990689746,1.4975827128974375,0.20078487568765907,Iris-setosa
+69,5.191566792469178,2.694126905513458,3.8862200562051035,1.4202433689259848,Iris-versicolor
+70,5.159617891125911,3.409436582693539,1.4044242330965986,0.19648817775875055,Iris-setosa
+71,5.614405452602691,2.51489998102876,3.930535030208484,1.0751847568719568,Iris-versicolor
+72,6.546810085562031,3.0,5.864250174829252,2.2067102014192024,Iris-virginica
+73,7.222512876475946,3.2002953123232003,5.991639186276172,1.76347267242836,Iris-virginica
+74,6.301817843693316,3.2862426249673984,5.998800732923664,2.4999996521493126,Iris-virginica
+75,4.998868522256649,3.6663418698571513,1.4003114946710502,0.20396616962290182,Iris-setosa
+76,6.198337793375161,2.8073953423036686,4.796267000477013,1.8158499494184468,Iris-virginica
+77,5.79481276910621,2.6979050538498495,5.096166198374489,1.904491156677456,Iris-virginica
+78,4.997587378423426,2.000000590857011,3.5228337370747234,0.9305668188927188,Iris-versicolor
+79,6.305641781873383,3.398397663343927,5.6053596495854086,2.4004609419665166,Iris-virginica
+80,6.903673260017793,3.1842292101757494,5.925904753125094,2.2772333365143713,Iris-virginica
+81,4.3000005790071505,3.0,1.108514499370631,0.10000011601594377,Iris-setosa
+82,6.677992228586676,2.504282728232366,5.788556135325984,1.8042142582972598,Iris-virginica
+83,4.907474065559478,3.1089143919878053,1.5001252724775869,0.1,Iris-setosa
+84,5.635102912933376,2.895572329533775,3.7114100744415555,1.2994423657304146,Iris-versicolor
+85,5.0289052092728435,3.5870358608435575,1.390946264201431,0.20219081789877197,Iris-setosa
+86,6.115123974630559,2.875087988285449,4.70044777222975,1.3186715354657723,Iris-versicolor
+87,5.696813260105864,3.0,4.208874181200098,1.186323150860859,Iris-versicolor
+88,4.791225937457411,3.0,1.417870844642833,0.1,Iris-setosa
+89,7.706073221998814,3.0,6.047239876782853,2.3041675203275958,Iris-virginica
+90,4.855742826104152,3.0597298391000574,1.4645314972231416,0.10000009123092796,Iris-setosa
+91,5.63253591835717,3.0,4.46888594999306,1.4918518402880334,Iris-versicolor
+92,4.5935693056022355,3.602568067665391,1.0,0.20235565742024528,Iris-setosa
+93,5.814536204275493,2.6966938273668126,5.1086873167043265,1.8995062323583263,Iris-virginica
+94,6.505497247953038,2.808662976686205,4.579721874565906,1.5072044816607482,Iris-versicolor
+95,6.9127242213521365,3.110610344366579,5.0961721172328405,2.2924712044019646,Iris-virginica
+96,4.870237997733829,3.1004375871364065,1.4872876796941243,0.1,Iris-setosa
+97,5.024194501830925,3.6295905410840907,1.4050639147932587,0.20397814489280067,Iris-setosa
+98,5.51651070561179,2.496233911530349,4.027589259158346,1.2859662470145794,Iris-versicolor
+99,6.228707945792039,3.326089254599017,4.665461435797962,1.6158636305531269,Iris-versicolor
+100,5.129392756488402,3.295644910250128,1.7590967420208456,0.49183398065981243,Iris-setosa
+101,5.915810787068368,3.1680661530654812,4.778518541595092,1.8124214748831688,Iris-versicolor
+102,6.091188567630703,2.8074344407299225,4.701995244685753,1.169068345496929,Iris-versicolor
+103,6.811503250954419,3.197497068092087,5.681125114085708,2.299152797800268,Iris-virginica
+104,6.477878089622405,2.8086315405174593,4.650008259710709,1.5064479072031978,Iris-versicolor
+105,5.00351971193337,2.0,3.556075325281502,0.9487959631662936,Iris-versicolor
+106,7.6972327969362215,3.0,6.155980590889716,2.3042868877503153,Iris-virginica
+107,5.806950246115995,2.7072164927354025,4.112402304946919,1.0154591446399284,Iris-versicolor
+108,6.702221094010963,3.0,5.0205628801326965,1.7136741340979824,Iris-versicolor
+109,4.425108775000855,2.9218059531675644,1.3861503207530415,0.20412553456416968,Iris-setosa
+110,6.30400212519952,2.484093044836201,5.007516337005118,1.9039774095367596,Iris-virginica
+111,5.121330937825524,3.2875329120893757,1.7970618467709423,0.5515282936044887,Iris-setosa
+112,6.792215745610548,3.2016605630134056,5.905412996903188,2.2913610607034594,Iris-virginica
+113,5.54857131789258,2.4787140864279547,3.9235420021648766,1.2090121368162376,Iris-versicolor
+114,6.703808500385946,3.0,4.988722250395954,1.681755418444185,Iris-versicolor
+115,6.0593697221271885,2.8962980822850044,4.514750525260452,1.5004512964753034,Iris-versicolor
+116,6.603451224462567,3.0,4.393885089586272,1.4050283817821596,Iris-versicolor
+117,5.009539744765805,3.6321658507468277,1.4080383876286635,0.20180011410475487,Iris-setosa
+118,6.011998981524718,2.2075805875132595,5.005842190381934,1.5065876831557041,Iris-virginica
+119,4.595467625070719,3.594869702142473,1.0000004091859822,0.19948480424425236,Iris-setosa
diff --git a/iris/tab_ddpm/7_0/9/test.csv b/iris/tab_ddpm/7_0/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/9/train.csv b/iris/tab_ddpm/7_0/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7974a7036fdd9986824c3041246206dab1201bf8
--- /dev/null
+++ b/iris/tab_ddpm/7_0/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
diff --git a/iris/tab_ddpm/7_0/9/val.csv b/iris/tab_ddpm/7_0/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5ed078ca55565e266afbc5a3eefceb995b996e7
--- /dev/null
+++ b/iris/tab_ddpm/7_0/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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_0/params.json b/iris/tab_ddpm/7_0/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..79233dce9fe016c65b3b0147e3d2ee185d8d6405
--- /dev/null
+++ b/iris/tab_ddpm/7_0/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_0/tab_ddpm_eval.ipynb b/iris/tab_ddpm/7_0/tab_ddpm_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e13e4a414e68e21b9a7832ac5a3f05e60b48f4de
--- /dev/null
+++ b/iris/tab_ddpm/7_0/tab_ddpm_eval.ipynb
@@ -0,0 +1,2163 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ab04fbcd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:36.709961Z",
+     "iopub.status.busy": "2024-07-22T00:00:36.709574Z",
+     "iopub.status.idle": "2024-07-22T00:00:47.550633Z",
+     "shell.execute_reply": "2024-07-22T00:00:47.549594Z"
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 10.853459,
+     "end_time": "2024-07-22T00:00:47.553307",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:36.699848",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "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... 86%\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": "c9b102bd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:47.577027Z",
+     "iopub.status.busy": "2024-07-22T00:00:47.576177Z",
+     "iopub.status.idle": "2024-07-22T00:00:47.584914Z",
+     "shell.execute_reply": "2024-07-22T00:00:47.583970Z"
+    },
+    "papermill": {
+     "duration": 0.023054,
+     "end_time": "2024-07-22T00:00:47.586929",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:47.563875",
+     "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": "4e968f73",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009461,
+     "end_time": "2024-07-22T00:00:47.605762",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:47.596301",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "9eed0a8b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:47.626610Z",
+     "iopub.status.busy": "2024-07-22T00:00:47.625876Z",
+     "iopub.status.idle": "2024-07-22T00:00:47.633234Z",
+     "shell.execute_reply": "2024-07-22T00:00:47.632376Z"
+    },
+    "papermill": {
+     "duration": 0.019905,
+     "end_time": "2024-07-22T00:00:47.635135",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:47.615230",
+     "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": "d7fc0d2e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:47.655637Z",
+     "iopub.status.busy": "2024-07-22T00:00:47.655093Z",
+     "iopub.status.idle": "2024-07-22T00:00:47.660402Z",
+     "shell.execute_reply": "2024-07-22T00:00:47.659535Z"
+    },
+    "papermill": {
+     "duration": 0.017932,
+     "end_time": "2024-07-22T00:00:47.662429",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:47.644497",
+     "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 = 0\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/tab_ddpm/7_0\"\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": "8b08aa0a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:47.684521Z",
+     "iopub.status.busy": "2024-07-22T00:00:47.684224Z",
+     "iopub.status.idle": "2024-07-22T00:00:47.689921Z",
+     "shell.execute_reply": "2024-07-22T00:00:47.689012Z"
+    },
+    "papermill": {
+     "duration": 0.019409,
+     "end_time": "2024-07-22T00:00:47.692127",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:47.672718",
+     "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": "ca26a5fe",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:47.713344Z",
+     "iopub.status.busy": "2024-07-22T00:00:47.713055Z",
+     "iopub.status.idle": "2024-07-22T00:00:48.947589Z",
+     "shell.execute_reply": "2024-07-22T00:00:48.946292Z"
+    },
+    "papermill": {
+     "duration": 1.248448,
+     "end_time": "2024-07-22T00:00:48.950592",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:47.702144",
+     "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": "5c08a161",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:48.974575Z",
+     "iopub.status.busy": "2024-07-22T00:00:48.974246Z",
+     "iopub.status.idle": "2024-07-22T00:00:49.967019Z",
+     "shell.execute_reply": "2024-07-22T00:00:49.965830Z"
+    },
+    "papermill": {
+     "duration": 1.006922,
+     "end_time": "2024-07-22T00:00:49.969330",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:48.962408",
+     "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": "90240ee2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:49.992411Z",
+     "iopub.status.busy": "2024-07-22T00:00:49.992082Z",
+     "iopub.status.idle": "2024-07-22T00:00:50.001523Z",
+     "shell.execute_reply": "2024-07-22T00:00:50.000713Z"
+    },
+    "papermill": {
+     "duration": 0.023835,
+     "end_time": "2024-07-22T00:00:50.003651",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:49.979816",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tab_ddpm/7_0\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": "33aa6d8f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:50.027544Z",
+     "iopub.status.busy": "2024-07-22T00:00:50.027242Z",
+     "iopub.status.idle": "2024-07-22T00:00:50.396157Z",
+     "shell.execute_reply": "2024-07-22T00:00:50.395302Z"
+    },
+    "executionInfo": {
+     "elapsed": 14,
+     "status": "ok",
+     "timestamp": 1697361146939,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.383578,
+     "end_time": "2024-07-22T00:00:50.398552",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:50.014974",
+     "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": "4dda2f85",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:50.421811Z",
+     "iopub.status.busy": "2024-07-22T00:00:50.421498Z",
+     "iopub.status.idle": "2024-07-22T00:00:52.088578Z",
+     "shell.execute_reply": "2024-07-22T00:00:52.087735Z"
+    },
+    "executionInfo": {
+     "elapsed": 590,
+     "status": "ok",
+     "timestamp": 1697361147518,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.681034,
+     "end_time": "2024-07-22T00:00:52.090980",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:50.409946",
+     "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": "5dc6c8f9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:52.116394Z",
+     "iopub.status.busy": "2024-07-22T00:00:52.115978Z",
+     "iopub.status.idle": "2024-07-22T00:00:52.124576Z",
+     "shell.execute_reply": "2024-07-22T00:00:52.123783Z"
+    },
+    "executionInfo": {
+     "elapsed": 12,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.023497,
+     "end_time": "2024-07-22T00:00:52.126756",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:52.103259",
+     "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": "3aaec34b",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:52.149806Z",
+     "iopub.status.busy": "2024-07-22T00:00:52.149502Z",
+     "iopub.status.idle": "2024-07-22T00:00:52.154060Z",
+     "shell.execute_reply": "2024-07-22T00:00:52.153066Z"
+    },
+    "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": 0.01813,
+     "end_time": "2024-07-22T00:00:52.156186",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:52.138056",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "9f8ad802",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:52.178972Z",
+     "iopub.status.busy": "2024-07-22T00:00:52.178666Z",
+     "iopub.status.idle": "2024-07-22T00:00:52.294548Z",
+     "shell.execute_reply": "2024-07-22T00:00:52.293528Z"
+    },
+    "papermill": {
+     "duration": 0.130328,
+     "end_time": "2024-07-22T00:00:52.297183",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:52.166855",
+     "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": "8d3d1804",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:52.324124Z",
+     "iopub.status.busy": "2024-07-22T00:00:52.323239Z",
+     "iopub.status.idle": "2024-07-22T00:00:56.668361Z",
+     "shell.execute_reply": "2024-07-22T00:00:56.667538Z"
+    },
+    "papermill": {
+     "duration": 4.361494,
+     "end_time": "2024-07-22T00:00:56.670708",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:52.309214",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-22 00:00:54.051993: 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 00:00:54.052050: 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 00:00:54.053577: 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": "295bb6a7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:56.695176Z",
+     "iopub.status.busy": "2024-07-22T00:00:56.694354Z",
+     "iopub.status.idle": "2024-07-22T00:00:56.700320Z",
+     "shell.execute_reply": "2024-07-22T00:00:56.699430Z"
+    },
+    "papermill": {
+     "duration": 0.020311,
+     "end_time": "2024-07-22T00:00:56.702378",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:56.682067",
+     "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": "d0082072",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:56.727278Z",
+     "iopub.status.busy": "2024-07-22T00:00:56.726976Z",
+     "iopub.status.idle": "2024-07-22T00:00:59.616101Z",
+     "shell.execute_reply": "2024-07-22T00:00:59.615152Z"
+    },
+    "papermill": {
+     "duration": 2.904216,
+     "end_time": "2024-07-22T00:00:59.618404",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:56.714188",
+     "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": "20964c57",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:59.645687Z",
+     "iopub.status.busy": "2024-07-22T00:00:59.645271Z",
+     "iopub.status.idle": "2024-07-22T00:00:59.651859Z",
+     "shell.execute_reply": "2024-07-22T00:00:59.650982Z"
+    },
+    "papermill": {
+     "duration": 0.022737,
+     "end_time": "2024-07-22T00:00:59.654180",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:59.631443",
+     "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": "c26b4ee2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:00:59.683263Z",
+     "iopub.status.busy": "2024-07-22T00:00:59.682431Z",
+     "iopub.status.idle": "2024-07-22T00:01:00.186393Z",
+     "shell.execute_reply": "2024-07-22T00:01:00.185564Z"
+    },
+    "papermill": {
+     "duration": 0.519062,
+     "end_time": "2024-07-22T00:01:00.188781",
+     "exception": false,
+     "start_time": "2024-07-22T00:00:59.669719",
+     "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": "8d07d3c0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:01:00.215932Z",
+     "iopub.status.busy": "2024-07-22T00:01:00.215206Z",
+     "iopub.status.idle": "2024-07-22T00:01:00.221236Z",
+     "shell.execute_reply": "2024-07-22T00:01:00.220323Z"
+    },
+    "papermill": {
+     "duration": 0.02172,
+     "end_time": "2024-07-22T00:01:00.223177",
+     "exception": false,
+     "start_time": "2024-07-22T00:01:00.201457",
+     "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": "fa513151",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:01:00.247747Z",
+     "iopub.status.busy": "2024-07-22T00:01:00.247438Z",
+     "iopub.status.idle": "2024-07-22T00:01:00.294108Z",
+     "shell.execute_reply": "2024-07-22T00:01:00.293216Z"
+    },
+    "papermill": {
+     "duration": 0.061542,
+     "end_time": "2024-07-22T00:01:00.296379",
+     "exception": false,
+     "start_time": "2024-07-22T00:01:00.234837",
+     "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": "900453eb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:01:00.323187Z",
+     "iopub.status.busy": "2024-07-22T00:01:00.322869Z",
+     "iopub.status.idle": "2024-07-22T00:01:00.328974Z",
+     "shell.execute_reply": "2024-07-22T00:01:00.328038Z"
+    },
+    "papermill": {
+     "duration": 0.021923,
+     "end_time": "2024-07-22T00:01:00.330931",
+     "exception": false,
+     "start_time": "2024-07-22T00:01:00.309008",
+     "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": "2a3bbf01",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:01:00.355882Z",
+     "iopub.status.busy": "2024-07-22T00:01:00.355089Z",
+     "iopub.status.idle": "2024-07-22T00:01:00.358984Z",
+     "shell.execute_reply": "2024-07-22T00:01:00.358299Z"
+    },
+    "papermill": {
+     "duration": 0.018306,
+     "end_time": "2024-07-22T00:01:00.360884",
+     "exception": false,
+     "start_time": "2024-07-22T00:01:00.342578",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "2230e41f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:01:00.386101Z",
+     "iopub.status.busy": "2024-07-22T00:01:00.385715Z",
+     "iopub.status.idle": "2024-07-22T00:01:00.392208Z",
+     "shell.execute_reply": "2024-07-22T00:01:00.391305Z"
+    },
+    "papermill": {
+     "duration": 0.021343,
+     "end_time": "2024-07-22T00:01:00.394244",
+     "exception": false,
+     "start_time": "2024-07-22T00:01:00.372901",
+     "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": "f18c18dd",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:01:00.420005Z",
+     "iopub.status.busy": "2024-07-22T00:01:00.419643Z",
+     "iopub.status.idle": "2024-07-22T00:01:00.426339Z",
+     "shell.execute_reply": "2024-07-22T00:01:00.425607Z"
+    },
+    "papermill": {
+     "duration": 0.022167,
+     "end_time": "2024-07-22T00:01:00.428241",
+     "exception": false,
+     "start_time": "2024-07-22T00:01:00.406074",
+     "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": "fc96fd10",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:01:00.455616Z",
+     "iopub.status.busy": "2024-07-22T00:01:00.455317Z",
+     "iopub.status.idle": "2024-07-22T00:01:00.463898Z",
+     "shell.execute_reply": "2024-07-22T00:01:00.463056Z"
+    },
+    "executionInfo": {
+     "elapsed": 6,
+     "status": "ok",
+     "timestamp": 1697361147931,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024824,
+     "end_time": "2024-07-22T00:01:00.465868",
+     "exception": false,
+     "start_time": "2024-07-22T00:01:00.441044",
+     "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": "abab8f57",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:01:00.491396Z",
+     "iopub.status.busy": "2024-07-22T00:01:00.491038Z",
+     "iopub.status.idle": "2024-07-22T00:06:14.164648Z",
+     "shell.execute_reply": "2024-07-22T00:06:14.163789Z"
+    },
+    "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": 313.689404,
+     "end_time": "2024-07-22T00:06:14.167094",
+     "exception": false,
+     "start_time": "2024-07-22T00:01:00.477690",
+     "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: 0.3499 Sum: 0.3499\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 2000/67864 MLoss: 0.0 GLoss: 0.3014 Sum: 0.3014\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 3000/67864 MLoss: 0.0 GLoss: 0.2883 Sum: 0.2883\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 4000/67864 MLoss: 0.0 GLoss: 0.2787 Sum: 0.2787\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 5000/67864 MLoss: 0.0 GLoss: 0.2724 Sum: 0.2724\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 6000/67864 MLoss: 0.0 GLoss: 0.2634 Sum: 0.2634\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 7000/67864 MLoss: 0.0 GLoss: 0.2545 Sum: 0.2545\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 8000/67864 MLoss: 0.0 GLoss: 0.2502 Sum: 0.2502\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 9000/67864 MLoss: 0.0 GLoss: 0.2458 Sum: 0.2458\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 10000/67864 MLoss: 0.0 GLoss: 0.2459 Sum: 0.2459\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 11000/67864 MLoss: 0.0 GLoss: 0.2421 Sum: 0.2421\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 12000/67864 MLoss: 0.0 GLoss: 0.238 Sum: 0.238\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 13000/67864 MLoss: 0.0 GLoss: 0.2373 Sum: 0.2373\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 14000/67864 MLoss: 0.0 GLoss: 0.2333 Sum: 0.2333\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 15000/67864 MLoss: 0.0 GLoss: 0.2311 Sum: 0.2311\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 16000/67864 MLoss: 0.0 GLoss: 0.2295 Sum: 0.2295\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 17000/67864 MLoss: 0.0 GLoss: 0.2242 Sum: 0.2242\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 18000/67864 MLoss: 0.0 GLoss: 0.2255 Sum: 0.2255\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 19000/67864 MLoss: 0.0 GLoss: 0.2222 Sum: 0.2222\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 20000/67864 MLoss: 0.0 GLoss: 0.2205 Sum: 0.2205\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 21000/67864 MLoss: 0.0 GLoss: 0.2214 Sum: 0.2214\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 22000/67864 MLoss: 0.0 GLoss: 0.2211 Sum: 0.2211\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 23000/67864 MLoss: 0.0 GLoss: 0.2203 Sum: 0.2203\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 24000/67864 MLoss: 0.0 GLoss: 0.2188 Sum: 0.2188\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 25000/67864 MLoss: 0.0 GLoss: 0.2189 Sum: 0.2189\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 26000/67864 MLoss: 0.0 GLoss: 0.215 Sum: 0.215\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 27000/67864 MLoss: 0.0 GLoss: 0.2161 Sum: 0.2161\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 28000/67864 MLoss: 0.0 GLoss: 0.2129 Sum: 0.2129\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 29000/67864 MLoss: 0.0 GLoss: 0.2144 Sum: 0.2144\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 30000/67864 MLoss: 0.0 GLoss: 0.2095 Sum: 0.2095\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 31000/67864 MLoss: 0.0 GLoss: 0.2127 Sum: 0.2127\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 32000/67864 MLoss: 0.0 GLoss: 0.2132 Sum: 0.2132\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 33000/67864 MLoss: 0.0 GLoss: 0.2105 Sum: 0.2105\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 34000/67864 MLoss: 0.0 GLoss: 0.2084 Sum: 0.2084\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 35000/67864 MLoss: 0.0 GLoss: 0.2077 Sum: 0.2077\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 36000/67864 MLoss: 0.0 GLoss: 0.2061 Sum: 0.2061\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 37000/67864 MLoss: 0.0 GLoss: 0.2071 Sum: 0.2071\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 38000/67864 MLoss: 0.0 GLoss: 0.2049 Sum: 0.2049\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 39000/67864 MLoss: 0.0 GLoss: 0.2044 Sum: 0.2044\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 40000/67864 MLoss: 0.0 GLoss: 0.2028 Sum: 0.2028\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 41000/67864 MLoss: 0.0 GLoss: 0.2044 Sum: 0.2044\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 42000/67864 MLoss: 0.0 GLoss: 0.2009 Sum: 0.2009\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 43000/67864 MLoss: 0.0 GLoss: 0.2014 Sum: 0.2014\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 44000/67864 MLoss: 0.0 GLoss: 0.2032 Sum: 0.2032\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 45000/67864 MLoss: 0.0 GLoss: 0.2011 Sum: 0.2011\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 46000/67864 MLoss: 0.0 GLoss: 0.2002 Sum: 0.2002\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 47000/67864 MLoss: 0.0 GLoss: 0.2018 Sum: 0.2018\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 48000/67864 MLoss: 0.0 GLoss: 0.1997 Sum: 0.1997\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 49000/67864 MLoss: 0.0 GLoss: 0.1997 Sum: 0.1997\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 50000/67864 MLoss: 0.0 GLoss: 0.1979 Sum: 0.1979\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 51000/67864 MLoss: 0.0 GLoss: 0.1995 Sum: 0.1995\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 52000/67864 MLoss: 0.0 GLoss: 0.1966 Sum: 0.1966\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 53000/67864 MLoss: 0.0 GLoss: 0.1977 Sum: 0.1977\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 54000/67864 MLoss: 0.0 GLoss: 0.1976 Sum: 0.1976\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 55000/67864 MLoss: 0.0 GLoss: 0.1972 Sum: 0.1972\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 56000/67864 MLoss: 0.0 GLoss: 0.1991 Sum: 0.1991\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 57000/67864 MLoss: 0.0 GLoss: 0.1961 Sum: 0.1961\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 58000/67864 MLoss: 0.0 GLoss: 0.1933 Sum: 0.1933\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 59000/67864 MLoss: 0.0 GLoss: 0.1939 Sum: 0.1939\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 60000/67864 MLoss: 0.0 GLoss: 0.1956 Sum: 0.1956\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 61000/67864 MLoss: 0.0 GLoss: 0.1927 Sum: 0.1927\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 62000/67864 MLoss: 0.0 GLoss: 0.1941 Sum: 0.1941\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 63000/67864 MLoss: 0.0 GLoss: 0.1908 Sum: 0.1908\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 64000/67864 MLoss: 0.0 GLoss: 0.19 Sum: 0.19\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 65000/67864 MLoss: 0.0 GLoss: 0.192 Sum: 0.192\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 66000/67864 MLoss: 0.0 GLoss: 0.1931 Sum: 0.1931\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 67000/67864 MLoss: 0.0 GLoss: 0.1911 Sum: 0.1911\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": "2909dc2a",
+   "metadata": {
+    "papermill": {
+     "duration": 0.017744,
+     "end_time": "2024-07-22T00:06:14.203107",
+     "exception": false,
+     "start_time": "2024-07-22T00:06:14.185363",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "67b63d62",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:06:14.241068Z",
+     "iopub.status.busy": "2024-07-22T00:06:14.240462Z",
+     "iopub.status.idle": "2024-07-22T00:06:14.248677Z",
+     "shell.execute_reply": "2024-07-22T00:06:14.247777Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491665,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.028339,
+     "end_time": "2024-07-22T00:06:14.250711",
+     "exception": false,
+     "start_time": "2024-07-22T00:06:14.222372",
+     "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": "12cd4ee4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:06:14.285749Z",
+     "iopub.status.busy": "2024-07-22T00:06:14.285479Z",
+     "iopub.status.idle": "2024-07-22T00:06:30.753231Z",
+     "shell.execute_reply": "2024-07-22T00:06:30.752322Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491666,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 16.488062,
+     "end_time": "2024-07-22T00:06:30.755619",
+     "exception": false,
+     "start_time": "2024-07-22T00:06:14.267557",
+     "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": "35ea87b7",
+   "metadata": {
+    "papermill": {
+     "duration": 0.019573,
+     "end_time": "2024-07-22T00:06:30.793697",
+     "exception": false,
+     "start_time": "2024-07-22T00:06:30.774124",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
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