diff --git a/iris/tab_ddpm/2_3/0/synth.csv b/iris/tab_ddpm/2_3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad1dee130545fb59a428a7e79a699d533c3bb855
--- /dev/null
+++ b/iris/tab_ddpm/2_3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.8479253770144584,6.358717978631155,1.9741868065939152,Iris-virginica
+1,6.106540158547014,2.6301578221400637,5.601679097064366,1.4325106598418733,Iris-virginica
+2,6.298915446008832,2.369105348605033,4.677147499580158,1.4972807623223126,Iris-versicolor
+3,6.584925091522684,3.0,5.82277339632992,2.2032401848677443,Iris-virginica
+4,5.668861592699447,2.874438068802847,4.520990556411383,1.3414114962132948,Iris-versicolor
+5,6.076921982398773,2.5924368246568754,5.538242868639883,1.3993966036313643,Iris-virginica
+6,5.097962076429941,3.494045849550002,1.3950148526451334,0.20104948226248393,Iris-setosa
+7,5.699249261132927,2.5901954731273467,3.9383444917360175,1.0563351549723403,Iris-versicolor
+8,6.787176217184543,2.865979719476657,4.68246797412045,1.396742306623034,Iris-versicolor
+9,5.0406461345818645,3.4979194544560004,1.388552680557548,0.20645404327202344,Iris-setosa
+10,5.585606398950788,2.9767404402940905,4.239428606804388,1.3273680976077449,Iris-versicolor
+11,5.322223116199471,3.749829761277471,1.5819898490013629,0.20078225372789918,Iris-setosa
+12,5.958551466130459,2.57078453318836,4.611988843640661,1.3006317987385922,Iris-versicolor
+13,5.027736839337637,2.459342401617665,3.170130464187684,1.0601410615012412,Iris-versicolor
+14,5.528544211999061,2.3830638331525638,3.6115068566086976,0.9870691653322934,Iris-versicolor
+15,6.5373126527386205,3.0,4.383959682906259,1.3887318883724546,Iris-versicolor
+16,5.528937525716307,2.555212566381853,4.17548042500816,1.1630177644754296,Iris-versicolor
+17,5.433417480849258,3.9,1.3442687760193992,0.38994225196295074,Iris-setosa
+18,5.044585397425597,2.429499344919363,3.454348948376965,1.0372684398335188,Iris-versicolor
+19,7.6370834917049155,2.8970994406946655,6.63251181765618,2.016458137658254,Iris-virginica
+20,4.680243269448511,3.4016911045794287,1.400802866383734,0.2995204025594351,Iris-setosa
+21,5.354124735392576,2.5957629551849,4.006177562801346,1.2735778893528904,Iris-versicolor
+22,4.632598424729368,3.4270417097993113,1.4000946893259212,0.29343419582248875,Iris-setosa
+23,4.999826822823484,2.0000025436248094,3.5733486141743915,1.03921597922979,Iris-versicolor
+24,5.380075835038074,3.3772505267752795,1.473121786448438,0.1982574572472759,Iris-setosa
+25,5.805758742353117,3.1508579818998244,4.553883670040966,1.528770294668794,Iris-versicolor
+26,5.728444107511657,3.0,4.265503085784186,1.4122016335977998,Iris-versicolor
+27,6.939784774805395,3.0877317497471375,5.150875391881351,2.284648155316978,Iris-virginica
+28,6.225903131360368,3.390704268261443,5.5625085074792056,2.412304413017694,Iris-virginica
+29,5.42841237202877,3.3976608589166406,1.510304012736761,0.3860013872809681,Iris-setosa
+30,7.02690178738733,2.6975515192549606,6.191210654876002,1.8353635965353459,Iris-virginica
+31,6.26997371473708,2.380123374909011,4.405260106152619,1.303019379623766,Iris-versicolor
+32,4.764610803175098,2.9941934340609753,1.3717463064055893,0.3695634422538929,Iris-setosa
+33,5.090916690380343,3.3689435002900887,1.4942258680233602,0.29685126241584797,Iris-setosa
+34,5.0293072023261605,2.0,3.7014734664680766,0.7783508525025218,Iris-versicolor
+35,7.899994698300796,3.7694359735229472,6.3314231406102195,1.9874400861431336,Iris-virginica
+36,6.784053387357615,2.7675602067598897,4.753391124852793,1.3916402586245733,Iris-versicolor
+37,5.036216354256858,2.0,3.703287844402992,1.016985392977782,Iris-versicolor
+38,6.580948441545853,3.229248847535601,5.321688851868988,2.0038344184261363,Iris-virginica
+39,5.887277722379922,3.273960024686671,4.45432083791345,1.5483126734339112,Iris-versicolor
+40,4.67092901341751,3.4292777447445943,1.4032995554573315,0.30076971877206826,Iris-setosa
+41,5.353123529775543,3.392533663731552,1.4957167396911761,0.29074015998863545,Iris-setosa
+42,6.892196445144186,3.0550265095695885,5.135281881917805,2.2842293800675444,Iris-virginica
+43,6.117550999480835,3.3916809792122486,4.512517718735582,1.5753508039906066,Iris-versicolor
+44,6.267940541271502,3.2347973940063066,4.680899794221167,1.5520634923118721,Iris-versicolor
+45,5.7500698326250514,2.7302734517756626,4.223156719941002,1.1133583283704966,Iris-versicolor
+46,6.778252815518483,3.0,5.513831466689931,2.082010829578628,Iris-virginica
+47,4.600206310810592,2.744184317722174,1.3336379014404578,0.3270108735218708,Iris-setosa
+48,6.346456123477067,2.9965126645790026,5.459205742589235,1.8094969701594454,Iris-virginica
+49,6.700719646474759,3.3077392906640317,5.687603164544769,2.079876291156311,Iris-virginica
+50,7.6794879212848075,2.7547150865509376,6.707596297732734,1.9767298442392331,Iris-virginica
+51,4.904861942565248,3.367370240627503,1.487383768080927,0.33935574156131365,Iris-setosa
+52,4.400000593386474,3.173436019228135,1.3062817641790292,0.1940321815021875,Iris-setosa
+53,6.5097702728377245,3.0,5.794592884927188,2.210856575842781,Iris-virginica
+54,7.9,3.824627256334903,6.440129437353916,1.9862106740286747,Iris-virginica
+55,5.277989461180599,2.7620764229839714,4.135423570201757,1.3894443393602198,Iris-versicolor
+56,4.977046402352204,2.0,3.487267993761065,0.9389653262486424,Iris-versicolor
+57,7.899997502776744,3.781676492740912,6.381730996970614,1.9914233862810362,Iris-virginica
+58,4.624421748384134,3.412291336760216,1.402250842011143,0.332688693149575,Iris-setosa
+59,5.726883436343346,2.788277838954183,4.599851740907272,1.2964576177220302,Iris-versicolor
+60,4.967955611384468,2.4076733948866265,3.0060807810329067,1.0650957427154821,Iris-versicolor
+61,5.227647548802357,3.662562688254581,1.501811077817983,0.19862079194728194,Iris-setosa
+62,5.247105031502178,3.4217206950941206,1.4974019272688106,0.31941835150756515,Iris-setosa
+63,7.696731594031524,2.6042360484260403,6.9,2.3029371023394214,Iris-virginica
+64,6.274867035073366,2.327486243793151,4.704677003644715,1.499806760524139,Iris-versicolor
+65,4.400001032543526,3.0960324713018506,1.3145875909816886,0.19987659564617932,Iris-setosa
+66,4.988134557919328,2.0,3.551869093557465,0.9464298884840157,Iris-versicolor
+67,6.621633431163375,3.15904939404616,5.783137675856047,2.2942605425497438,Iris-virginica
+68,4.400000445002476,2.882981479608611,1.4005164286982936,0.20267711689881734,Iris-setosa
+69,7.732470857888602,2.5635651704274207,6.9,2.303946145959171,Iris-virginica
+70,6.51524658107131,3.336670724242175,5.681319272449599,2.295964236345908,Iris-virginica
+71,6.770699972109313,3.2261162152514267,5.7775750556249,2.257334097892815,Iris-virginica
+72,5.575767756003869,3.0,4.583915003484173,1.5261481775680024,Iris-versicolor
+73,7.9,3.8135916698059935,6.371705822862381,1.9778016343272022,Iris-virginica
+74,4.593353593762614,3.58355761912701,1.0000006213480774,0.1960535409112321,Iris-setosa
+75,4.617917138857816,3.3288258884621706,1.3963782104902336,0.3137676261353732,Iris-setosa
+76,5.03548792186151,3.5853268813360177,1.3880863357492272,0.19861530831371488,Iris-setosa
+77,4.488439879020836,2.283392937735702,1.28945470239513,0.2946165813195779,Iris-setosa
+78,5.557046954032543,2.39978751445917,3.839902580370293,0.9917806007994834,Iris-versicolor
+79,4.929975811745344,3.410591274038612,1.552782747410108,0.25729890293209623,Iris-setosa
+80,4.497496047816622,2.272638628283143,1.3349656806760921,0.30840033924497445,Iris-setosa
+81,6.033387165061051,3.4050965029389197,4.550544044571034,1.6285270810990506,Iris-versicolor
+82,4.994599132593764,2.0,3.577200196286203,1.0084084159133024,Iris-versicolor
+83,5.297676549009616,3.415217136472415,1.4675469384773248,0.2125765074947215,Iris-setosa
+84,6.255461376210018,3.0,4.650207587897838,1.4388856146026021,Iris-versicolor
+85,5.715423383954407,3.0,4.302452493425926,1.3295762408002678,Iris-versicolor
+86,5.0469355848800035,2.464325945944576,2.9655909452186453,1.0916522987854709,Iris-versicolor
+87,6.29156266478891,2.4797359218493265,4.926322432639094,1.5118346314660167,Iris-versicolor
+88,6.703049051392301,3.092458354907036,4.7325182072792025,1.4994055159349151,Iris-versicolor
+89,5.412546910055323,3.4391888185759583,1.8062012577537747,0.19926519407180615,Iris-setosa
+90,6.186519410903036,3.2629319256548817,4.618467976834092,1.5407787799950767,Iris-versicolor
+91,6.621941929464394,3.268862444075212,5.623307514622229,2.1196463258426537,Iris-virginica
+92,6.824616120915055,3.032288441360953,5.536590235218824,2.2049335824503933,Iris-virginica
+93,5.34712994830803,3.4065138577097662,1.6257491870387386,0.21423762455932754,Iris-setosa
+94,6.729426981230936,3.288497181817211,5.767488755079155,2.1378645148131694,Iris-virginica
+95,4.400000601999672,2.962500272206106,1.3806295185458133,0.19788412206606515,Iris-setosa
+96,4.85972774708252,3.0,1.4525522375837567,0.1,Iris-setosa
+97,4.832007273845446,3.0,1.4158660376571202,0.1,Iris-setosa
+98,5.832476679930543,2.8153229054006443,4.44551805216201,1.2543719480420008,Iris-versicolor
+99,6.009241604291796,2.7823912029292894,4.741429219926446,1.5196529965467869,Iris-versicolor
+100,5.081811268334678,3.6985030586010317,1.4925447985067273,0.44872735704403754,Iris-setosa
+101,6.1718047950996855,2.3334239412561395,5.023752151097337,1.6701087046270682,Iris-virginica
+102,5.6604017466946255,2.9696777501685045,4.0238763329831695,1.3363251392715143,Iris-versicolor
+103,4.932909669204766,2.4519941465922677,3.201226979824818,1.0612766079363962,Iris-versicolor
+104,6.387981838965264,3.0,4.372043682377086,1.3753623658850707,Iris-versicolor
+105,7.566003606179418,2.8115546055586806,6.566132334972609,1.9236389977426223,Iris-virginica
+106,6.020298273447514,3.3931299484653303,4.52328901164216,1.559953160415993,Iris-versicolor
+107,7.050910663853324,3.0971387702334847,5.781275138654439,2.2285408783326517,Iris-virginica
+108,6.481356473079945,3.0,5.489688951007545,1.8192726982316916,Iris-virginica
+109,4.400000672883391,3.1556267472808264,1.3332953445055207,0.19965888019573214,Iris-setosa
+110,6.701393051800236,2.9805218836900025,5.5749025773071175,1.9795361196860513,Iris-virginica
+111,5.964307450170356,2.7981865200373397,4.671410439410586,1.1994918739238234,Iris-versicolor
+112,6.608017601387367,3.1453506241060403,4.787434825123905,1.5297025647213642,Iris-versicolor
+113,4.913046949577343,3.1303369160950454,1.7342437761990164,0.1,Iris-setosa
+114,6.6514121813416995,3.08015383972609,4.690081264544183,1.4919038350633436,Iris-versicolor
+115,5.4071150178176115,3.376984330771673,1.7670193641436738,0.19651274303152955,Iris-setosa
+116,5.251143931641847,2.758481523810401,4.060065954875971,1.4228278070836762,Iris-versicolor
+117,6.305764612626391,2.520417124174543,4.9254727324021434,1.521011611247563,Iris-versicolor
+118,6.419042149176772,2.9874202024639276,5.779368638895908,2.0865896604642407,Iris-virginica
+119,5.089106925754894,3.51383220836096,1.357936443072449,0.31268099592058707,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/0/test.csv b/iris/tab_ddpm/2_3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/0/train.csv b/iris/tab_ddpm/2_3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/0/val.csv b/iris/tab_ddpm/2_3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/1/synth.csv b/iris/tab_ddpm/2_3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e65ba05b0771919b77d915ceee40b22d6ba2d0a
--- /dev/null
+++ b/iris/tab_ddpm/2_3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.1877253714397495,3.4063397455543085,1.4046558041963497,0.20239278403691444,Iris-setosa
+1,4.400000903035303,2.906146547052876,1.4028747043824674,0.20259716444197004,Iris-setosa
+2,5.405364843683276,3.7612480891471907,1.7036872270901422,0.3825566850785674,Iris-setosa
+3,5.406608247369736,3.8999992954727265,1.3166045323846443,0.38895503756423927,Iris-setosa
+4,5.776679811610233,2.748359668229026,4.098327079880506,1.095917278831358,Iris-versicolor
+5,4.849769492998231,3.0,1.385197562276956,0.2956885995608234,Iris-setosa
+6,5.009073694591868,2.0,3.496500747559511,1.0872243662415775,Iris-versicolor
+7,5.9662283723476195,2.862753183021964,5.366308617511225,1.8403219399171953,Iris-virginica
+8,6.110099345341739,3.3963376040632896,4.526647309317111,1.599367940914173,Iris-versicolor
+9,4.804713758251266,2.411065097303048,3.219623615886887,0.8765394025179318,Iris-versicolor
+10,6.586003148535029,3.045411055588913,4.612787028713446,1.4449619887559515,Iris-versicolor
+11,5.167786702929819,2.700636581260724,3.794843040696027,1.391230813037664,Iris-versicolor
+12,7.414552743910891,2.8627283018893865,6.379961537191201,1.8432793250771404,Iris-virginica
+13,6.016765749543879,2.964859060480449,4.490959135557292,1.5259427070147138,Iris-versicolor
+14,4.810087701845974,2.9737458144038738,1.3604533450683158,0.21320027303162917,Iris-setosa
+15,4.400000536625836,2.883903701997364,1.3894696564452933,0.18727243673812158,Iris-setosa
+16,5.0033915687263395,2.0,3.304674645888376,1.025156092343085,Iris-versicolor
+17,5.442998756911301,3.390895088448585,1.7162474429717,0.20914772464808787,Iris-setosa
+18,6.270732810817725,2.6041442379156203,5.023804291367532,1.524251026579209,Iris-versicolor
+19,6.4417371021248755,3.197274792166603,5.1656351309255015,1.976269806334159,Iris-virginica
+20,6.797462688586344,3.2115162547070146,5.848302144400404,2.2864916577751617,Iris-virginica
+21,6.729828472881334,3.2731567234796657,5.68078585667441,2.5,Iris-virginica
+22,7.712671123425693,2.585541077313541,6.8999986380299845,2.3174521263834333,Iris-virginica
+23,7.133291003293555,2.927738249005167,6.052189731913505,1.8462414064945074,Iris-virginica
+24,6.795148307933511,3.0837503208110624,5.766850126950529,2.2402665699260984,Iris-virginica
+25,4.899669969234043,3.0,1.4173130877727023,0.24188322198375248,Iris-setosa
+26,5.068666571809273,3.5090144339918297,1.4004697510847217,0.21008904943703743,Iris-setosa
+27,7.3319576891221265,3.065645943785095,6.220258670202348,2.205133635879394,Iris-virginica
+28,7.899998795474627,3.815173578147652,6.455784492381881,1.9954666667076764,Iris-virginica
+29,5.794015544158923,3.0,4.327277154023822,1.5311372174641449,Iris-versicolor
+30,6.092775604899058,2.8028196779230408,4.656998486568234,1.1690914859516912,Iris-versicolor
+31,5.806781527622115,2.750429793272703,4.305243404890495,1.1141790277440562,Iris-versicolor
+32,7.322690018348777,2.8998596525149556,6.24981032061438,1.7969107421488228,Iris-virginica
+33,7.514882973093992,3.0,6.535403037652267,2.0980122261580725,Iris-virginica
+34,6.792556631828579,3.231768464012334,5.81284421423927,2.2342047146929507,Iris-virginica
+35,5.403890814024379,3.7387358724111435,1.6330200577291214,0.32079441020568616,Iris-setosa
+36,5.919497511663229,2.96225918885569,5.077158324116283,1.8074141378062751,Iris-virginica
+37,6.648788213772694,3.0537201672985135,4.482825843442247,1.4973657089653158,Iris-versicolor
+38,5.909967214472879,3.081431083542102,4.439086551747174,1.4122631847178309,Iris-versicolor
+39,4.580092739374689,3.607954272916006,1.0,0.1933900383996971,Iris-setosa
+40,5.112115283817489,3.494882033218156,1.3794727998098912,0.19464313302234723,Iris-setosa
+41,4.82375030825231,3.0,1.4538693015622115,0.10000012631617053,Iris-setosa
+42,5.993747190083955,2.7126595977607924,5.044052090940469,1.566690266319718,Iris-versicolor
+43,6.693142746828779,2.7909735339456523,4.658394087677406,1.379700199390478,Iris-versicolor
+44,5.797262583795432,2.7769640827575652,4.023699350819603,1.0767572307698328,Iris-versicolor
+45,5.6141634371080915,3.7876029085554648,1.7911712969683176,0.2972300374624941,Iris-setosa
+46,6.349133274614264,3.3827487391306637,5.610824465522065,2.4002748363951842,Iris-virginica
+47,6.2484278979867565,2.215308534178866,4.510620676408185,1.4826648294420772,Iris-versicolor
+48,4.99422921369341,2.000000915258541,3.500398535325293,0.9832827476704356,Iris-versicolor
+49,5.213728634795938,3.7102504922579627,1.4937433656641794,0.20018648602062503,Iris-setosa
+50,5.6421645816032076,3.001954392124439,4.552514029659676,1.5203908626206604,Iris-versicolor
+51,4.4,2.9102411233698864,1.4005990594656224,0.196736493829003,Iris-setosa
+52,5.694141663989821,2.7520781174837463,3.9945669246768865,1.1957054615119493,Iris-versicolor
+53,7.697695204670401,2.602520119162099,6.899998893175138,2.312282243880174,Iris-virginica
+54,6.345881173729622,3.0,5.374319375524707,1.8987577499801205,Iris-virginica
+55,5.111126721133948,3.705971499131675,1.4969123937131388,0.36403510131689953,Iris-setosa
+56,6.654109090784674,3.2848021738578694,5.6400647164087365,2.111849560969558,Iris-virginica
+57,5.7023217475574635,2.863856776948298,4.231576854179027,1.2548440465877242,Iris-versicolor
+58,6.434540912553953,3.0,5.626489106039749,1.9727606275505918,Iris-virginica
+59,5.030944035382953,3.1988188988946704,1.4047694450126,0.2003840193401641,Iris-setosa
+60,5.825848926134555,2.9081109977473116,4.437601239755178,1.305136671420015,Iris-versicolor
+61,6.9151361381219925,3.096813301329594,5.072788533879981,2.312549622548099,Iris-virginica
+62,5.155370217034779,3.7666287581734856,1.7093275264854366,0.1992225845015156,Iris-setosa
+63,4.763233799072076,3.365339180737269,1.4659731755793783,0.2979889082097679,Iris-setosa
+64,4.4,2.909914885807704,1.4054462729365402,0.19401165467174597,Iris-setosa
+65,5.659401434076861,3.0,4.202728896171451,1.337385097978755,Iris-versicolor
+66,6.177681590866469,2.198958697992764,4.4961625386139294,1.465344850541803,Iris-versicolor
+67,4.809479888936498,2.332047768194234,3.3186248283876494,0.9222415886791622,Iris-versicolor
+68,5.128127869366884,2.4633364334088874,3.1181007155429867,1.022671980152495,Iris-versicolor
+69,4.897649872734917,3.0,1.4001848772188867,0.19999099087658354,Iris-setosa
+70,5.41843651315524,3.3750286978435513,1.9562835935656917,0.20312856630099807,Iris-setosa
+71,5.533860020450189,2.4852389762625657,3.891124373117125,1.106130202846471,Iris-versicolor
+72,4.512143812449619,2.275748487617463,1.2938501760293812,0.3177903700073696,Iris-setosa
+73,5.731362632594131,2.9869714565002794,4.560574826705573,1.4913872204679095,Iris-versicolor
+74,5.531426740297351,2.4209202788184165,3.7307316908527937,1.0001308090047225,Iris-versicolor
+75,5.7661971587832666,2.9879649480922277,4.0992842016286835,1.4456122247431753,Iris-versicolor
+76,4.942351168168762,2.4384283953043835,3.153000592197227,1.0315726148965507,Iris-versicolor
+77,4.4,3.0,1.385864681820174,0.19839231102453242,Iris-setosa
+78,4.882990927288451,2.4097597285489303,3.0332423184570434,0.9672222237952763,Iris-versicolor
+79,5.834014978403541,2.8115693164759796,5.1623268105713125,1.9059942660547813,Iris-virginica
+80,4.823867963938187,3.0,1.4317924210656146,0.10000014707845746,Iris-setosa
+81,5.166549898015053,3.3867535634719563,1.3828312000523932,0.20293180260252802,Iris-setosa
+82,6.683772295855399,3.316018265660849,5.686319998851714,2.499999407289668,Iris-virginica
+83,5.971628605896915,3.34852635145224,4.462331743014183,1.5222601067370767,Iris-versicolor
+84,6.937464092284518,3.087961851091682,5.131097426321788,2.304591867612726,Iris-virginica
+85,7.89999810405795,3.801669876261297,6.310373669797128,1.9837338127046387,Iris-virginica
+86,7.899998691629581,3.8021693528400475,6.3445303911813555,2.000817706840062,Iris-virginica
+87,7.6971215150329275,2.781409894848465,6.721719709501814,1.9948914837328182,Iris-virginica
+88,7.899998642224763,3.808409646538757,6.407336435196363,1.986968211799235,Iris-virginica
+89,5.380421405724594,3.9,1.2677521147437742,0.3403826484217414,Iris-setosa
+90,6.023766167831353,2.2178872586426626,5.049884314600591,1.4956930378375006,Iris-virginica
+91,5.0200727647984635,2.0000009605197877,3.5215887552273775,1.033244599347677,Iris-versicolor
+92,6.500106773119074,2.6390256185737377,4.701904517368456,1.345668335686522,Iris-versicolor
+93,6.273657668199778,2.814513867269606,4.284495312513776,1.2265655932149362,Iris-versicolor
+94,7.1841301964206465,2.8981586894904923,6.1882813257350735,1.7857660603717442,Iris-virginica
+95,5.445688737111807,2.9394491278159287,4.330915465139525,1.4504272458106464,Iris-versicolor
+96,5.108476883380943,3.497477799151671,1.3936900977198614,0.1967020691699916,Iris-setosa
+97,6.568735306400978,3.2012763750619,5.169295889058366,2.058518257891349,Iris-virginica
+98,6.764386471062858,3.0,5.462854644906563,2.107579735559649,Iris-virginica
+99,7.567766744031828,2.829107501225247,6.587533349907,1.9184071770637334,Iris-virginica
+100,7.734884801166573,2.605976098599789,6.9,2.2948802640673764,Iris-virginica
+101,5.942262317622041,3.364829859896122,4.563689035703965,1.5713231609366867,Iris-versicolor
+102,5.651607995254197,3.0,4.207457559021184,1.3269488926337873,Iris-versicolor
+103,6.608609944978332,3.210876042458239,5.106229197055107,2.0836530545629803,Iris-virginica
+104,6.5167857986945,2.942942735420973,4.316822029968587,1.3383190950666013,Iris-versicolor
+105,5.810782792937371,3.0856402880885776,4.360704006360168,1.3835998256650395,Iris-versicolor
+106,5.682987455779846,2.8211371376664967,4.393644948645437,1.260271727592301,Iris-versicolor
+107,5.618136030956074,2.9344174709761894,3.769101532457822,1.31049599775834,Iris-versicolor
+108,6.5748079212584924,3.0617249463875535,5.357203331860535,1.9309356394713815,Iris-virginica
+109,5.574008861946439,2.5538809228099577,4.159167933278729,1.1058345265833167,Iris-versicolor
+110,5.945757601246117,2.182795566262885,5.01610559020633,1.4795158450461452,Iris-virginica
+111,6.903814457015099,3.195129298310764,5.753318154348513,2.2947308461526035,Iris-virginica
+112,6.1704045768172024,2.359608206437188,4.9595565660570955,1.735636361128496,Iris-virginica
+113,4.761312445735107,3.0,1.3486937223573603,0.1,Iris-setosa
+114,4.592046637620014,3.354184447227115,1.380281307408088,0.3156244348280898,Iris-setosa
+115,4.894053855964261,3.108818267212033,1.6483336305163776,0.1,Iris-setosa
+116,6.792676451048274,3.0,5.487458409653645,2.0980491262342844,Iris-virginica
+117,6.726250511687779,2.769081273996946,4.667767302982049,1.3613118586810367,Iris-versicolor
+118,5.695140524068805,3.7884887430450513,1.501287790304535,0.3611351246905619,Iris-setosa
+119,6.319232673459342,3.2507641499430164,4.699941333954928,1.5326440357888431,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/1/test.csv b/iris/tab_ddpm/2_3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/1/train.csv b/iris/tab_ddpm/2_3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/1/val.csv b/iris/tab_ddpm/2_3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/10/synth.csv b/iris/tab_ddpm/2_3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d39814a9b519190b26a34cc5a74ec7dec984346
--- /dev/null
+++ b/iris/tab_ddpm/2_3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.571031948284499,2.5089807566427083,3.823097264838564,1.120217587693011,Iris-versicolor
+1,6.023205133965294,2.702307665722887,5.257370452163999,1.6178207410911112,Iris-versicolor
+2,5.935439582613241,3.0,5.141008847503941,1.825601738969848,Iris-virginica
+3,6.004473299093119,3.4034986431849896,4.474426632787427,1.5903953683580905,Iris-versicolor
+4,6.709411873921855,3.2999142899870297,5.718628477433215,2.4999994737075406,Iris-virginica
+5,5.723895765225077,2.9070056593313374,4.207696533602045,1.2993166466092063,Iris-versicolor
+6,4.899657843558286,2.4465696555648635,3.0396891868018283,0.8921027925930782,Iris-versicolor
+7,5.98531204435757,2.807434906232445,4.42870907544939,1.1641641538033758,Iris-versicolor
+8,6.786952618786424,2.8360003706820502,4.729096749916421,1.4038274086600846,Iris-versicolor
+9,7.6264812141401315,2.627684082310245,6.899988799452546,2.258682966733936,Iris-virginica
+10,5.022325236179961,2.0,3.5670399951418634,0.9376877379384911,Iris-versicolor
+11,5.955299824415636,3.0,4.153122806264198,1.5251388695381767,Iris-versicolor
+12,4.400000443325644,2.8614309420227073,1.4017319825925592,0.20451166386455816,Iris-setosa
+13,7.760747981588794,2.7910260974653505,6.775180726996488,2.0325289657133854,Iris-virginica
+14,5.046086847604514,3.7014236751478626,1.463791396726736,0.3433427108553272,Iris-setosa
+15,4.993579836042971,2.0,3.5403170603673515,1.0264381609227489,Iris-versicolor
+16,5.105432360665655,3.7728682598682366,1.595092108484274,0.20315555306540786,Iris-setosa
+17,7.647179285763619,2.8299851023086666,6.681212954601392,1.9721370652485557,Iris-virginica
+18,5.880081251376429,3.0,4.188893305105475,1.4875786952214383,Iris-versicolor
+19,5.957933070101911,3.401328579737847,4.470442956860284,1.5598460692213425,Iris-versicolor
+20,5.1085287675155415,3.63905981956943,1.4901954715324286,0.4413520428564488,Iris-setosa
+21,4.891572479461017,3.0,1.4023343024851693,0.20083730300490157,Iris-setosa
+22,5.9721565216333445,2.96965988979014,4.586576705896746,1.3568898590496286,Iris-versicolor
+23,5.924492675838568,2.93067110574657,4.543373279069758,1.482478053220738,Iris-versicolor
+24,6.842741289954437,3.1253343855079274,5.138465836814676,2.2628790253956463,Iris-virginica
+25,6.552907725539807,3.2703400285093664,5.498801264316843,2.3468339104512994,Iris-virginica
+26,4.803090460436891,3.0,1.3992574435410756,0.10000011924579116,Iris-setosa
+27,7.899998969579309,3.7882870972427884,6.338030276106211,1.9580428702049573,Iris-virginica
+28,5.311447291410164,3.425704776670608,1.465522880024842,0.32284704027417976,Iris-setosa
+29,6.68323588981298,2.503059250648653,5.750800363959303,1.7868476426532363,Iris-virginica
+30,4.494077069224621,2.320243352850314,1.30115195633389,0.2960233973872864,Iris-setosa
+31,6.6944104429444025,3.1095713736437722,4.687506027877098,1.494183861737621,Iris-versicolor
+32,6.246924697925603,2.4362028665675726,5.000434704555976,1.784204580002226,Iris-virginica
+33,7.72483834523911,2.819210190449081,6.712065784064314,2.023186639045554,Iris-virginica
+34,5.022809307777485,3.696835628406517,1.425574311518156,0.20270559593144533,Iris-setosa
+35,6.343423517552671,3.3930988706962997,5.63807202587306,2.4048506623432946,Iris-virginica
+36,6.04259982427458,3.402347856290915,4.570786937831766,1.6417988284585154,Iris-versicolor
+37,5.125168889216466,3.62317786648549,1.5903617971277935,0.3945670009083557,Iris-setosa
+38,5.263473071240148,3.393861770773187,1.4226149939370403,0.20077592216928253,Iris-setosa
+39,6.24827877783928,2.335772299514237,4.671921084223621,1.4900295985137988,Iris-versicolor
+40,5.934775908593745,2.7974033726463565,4.521334255491826,1.1851921357001938,Iris-versicolor
+41,6.6748564036087314,3.2854568806446394,5.697001776699482,2.0973733425786976,Iris-virginica
+42,6.521331503543301,2.9442821526859038,4.336774296730509,1.350245636943603,Iris-versicolor
+43,5.870955991096714,3.0,5.073118644725709,1.8221040218740383,Iris-virginica
+44,5.056274960813279,3.560065770539608,1.408974628839093,0.19613883014026295,Iris-setosa
+45,4.987678275441242,2.000000478789459,3.3561322085372347,1.0040987536905408,Iris-versicolor
+46,5.412123553254768,3.8999995861244754,1.3094754554134802,0.5013152891603896,Iris-setosa
+47,5.12302885429337,3.489184930461564,1.401252367113605,0.20284319339495,Iris-setosa
+48,4.991695772222505,2.0,3.4872341533085813,0.8558336201562704,Iris-versicolor
+49,6.522345408729905,3.208202680438025,5.071987784703876,2.026460182732207,Iris-virginica
+50,5.9915351207847705,2.183127633148088,5.060950261551905,1.4733732046146224,Iris-virginica
+51,6.300922229965213,2.226977735286986,4.512863269865708,1.505969864035277,Iris-versicolor
+52,5.598747276815452,2.9796546244214093,4.341432976081512,1.4559943985831731,Iris-versicolor
+53,6.329888676502691,2.299453009799802,4.673863087366507,1.485802399866079,Iris-versicolor
+54,5.745436036080369,2.765867427094627,4.606042219030502,1.2598563923110677,Iris-versicolor
+55,6.045403559249225,2.2297969643283326,5.004354541216364,1.5168179418407053,Iris-virginica
+56,6.208829773998837,3.2651150616938525,4.656142624040615,1.5520848421814322,Iris-versicolor
+57,5.8914854083749475,3.0,4.228755916196287,1.4909482522125488,Iris-versicolor
+58,6.292249685904824,2.874691264133895,5.627020455930509,1.7858253068388112,Iris-virginica
+59,6.8431559600576595,3.0815531881972076,5.270051084454985,2.2499109419479093,Iris-virginica
+60,4.984268136515716,2.0,3.46295190280393,1.0004560189114236,Iris-versicolor
+61,6.231510195496333,2.361113946339455,5.054189245691381,1.7630135345430684,Iris-virginica
+62,7.659922561083419,2.6026850424649983,6.9,2.3057388939916295,Iris-virginica
+63,6.293188606850635,3.020745502719982,5.113290178601429,1.828074562031224,Iris-virginica
+64,5.666360454105101,3.0015829049764955,4.53213924633936,1.5009530062343985,Iris-versicolor
+65,5.1894321910921075,2.515871872878227,3.100924614468842,1.1627400671551318,Iris-versicolor
+66,4.926189668280027,3.1529545932632073,1.870330418756469,0.1,Iris-setosa
+67,6.2750652546501495,2.4422027360649743,4.502190837306466,1.310969971430329,Iris-versicolor
+68,5.732256979044918,2.8128019722248343,4.566602165808567,1.3101526343370755,Iris-versicolor
+69,6.843839803042562,3.0,5.623517014057434,2.0599425042725454,Iris-virginica
+70,7.672780922560654,2.797687371452044,6.673884234162071,2.0138502337630313,Iris-virginica
+71,6.251289125667415,2.9388343586787355,4.403885518064619,1.3330520153752534,Iris-versicolor
+72,6.5399182923895465,3.0,5.921777280906834,2.163755025635057,Iris-virginica
+73,5.564999185112141,2.9141894967584676,3.6505949432995783,1.2860870618424793,Iris-versicolor
+74,5.600088048062974,2.716142536159112,4.465922104480325,1.221173246595721,Iris-versicolor
+75,4.500923756090061,2.336470728051701,1.3314022072310225,0.35645082364484015,Iris-setosa
+76,5.216163034456544,3.419564582521093,1.3959996108289632,0.20031887554377092,Iris-setosa
+77,4.4,2.935082810711905,1.4117126854511184,0.19771970618708037,Iris-setosa
+78,6.532411896755211,2.990993074629053,4.354967103777531,1.358467066376767,Iris-versicolor
+79,4.400000639874254,2.855648447213924,1.3476266950652698,0.19962497459115733,Iris-setosa
+80,5.026642357971798,3.403109932017442,1.5890402939008703,0.44758498806025304,Iris-setosa
+81,5.607816441280809,2.919098589230987,3.530111913892081,1.2936213418108797,Iris-versicolor
+82,6.026504019054529,2.705875714037796,5.091866283816098,1.5938332355492077,Iris-versicolor
+83,4.618655553087827,3.4099611009119726,1.4039198346282649,0.3414980496018592,Iris-setosa
+84,4.894816420507512,3.0,1.3848588717868209,0.20797183700808686,Iris-setosa
+85,5.024436765669546,3.585562356073613,1.366847815816548,0.2005853633394825,Iris-setosa
+86,6.017358147058055,2.9427976740036144,4.245339351895113,1.496553396188626,Iris-versicolor
+87,6.309989046003979,3.413924710675029,5.616694121232234,2.408411049579886,Iris-virginica
+88,7.699704566718911,2.622411686558552,6.899997629340953,2.268588647766329,Iris-virginica
+89,4.984151207248652,3.412657559412714,1.4939715866373997,0.43226294244171515,Iris-setosa
+90,4.591427887948382,3.6325932970073183,1.000000494153963,0.20694827150490214,Iris-setosa
+91,6.1614082058297015,2.193364590095767,4.512073841946252,1.496671043147047,Iris-versicolor
+92,6.0116577485729525,2.701527143127869,5.108415142352273,1.656226127237971,Iris-versicolor
+93,5.172802322194055,2.6894012040757294,3.8015929701084956,1.399298933633031,Iris-versicolor
+94,6.509607534481068,3.0,5.852712708232019,2.153980080979307,Iris-virginica
+95,7.712164687482776,2.978747356284412,6.694324323492254,2.085944405422753,Iris-virginica
+96,5.166005975664261,3.574580125369901,1.522530600013304,0.19839401572673027,Iris-setosa
+97,7.9,3.8328338162843614,6.422587882445972,2.01769864802711,Iris-virginica
+98,7.0421049054260125,3.0,5.83987468125807,2.161111705604791,Iris-virginica
+99,5.532373784645643,2.4569341372271984,3.7311309513717053,1.0563065837644787,Iris-versicolor
+100,5.164336621446164,3.6758482401005694,1.4920382645376424,0.2974413846741788,Iris-setosa
+101,7.646457572655872,2.931158343417402,6.6308998379732,2.0293449432822404,Iris-virginica
+102,5.978855527559509,3.4123526604332204,4.459642192772345,1.5782361014247253,Iris-versicolor
+103,6.376460807325015,3.2118980580224314,4.644166442579715,1.5535744184664333,Iris-versicolor
+104,4.968679067164863,2.477562280227178,3.4571719431601338,1.0905708521780577,Iris-versicolor
+105,6.104212937725427,2.561907912767746,5.189441817658621,1.9223744322741654,Iris-virginica
+106,4.400000826184152,2.900313746631787,1.4006848042803868,0.20322254668640077,Iris-setosa
+107,7.73256065006384,2.926070490177459,6.719171145733119,2.054275446614063,Iris-virginica
+108,4.584035155399496,3.61648181864325,1.0000003965784796,0.1989143777505865,Iris-setosa
+109,5.610497139669923,2.4851312059414083,3.9657228655401062,1.0779201171622477,Iris-versicolor
+110,7.6839488644686265,3.0,6.6834906679338095,2.0826077658663253,Iris-virginica
+111,5.052322696282539,3.524456185558061,1.401691956990242,0.2515435732215711,Iris-setosa
+112,5.349841311122527,3.4257962855105175,1.5121263127311844,0.2041734286173396,Iris-setosa
+113,4.891484080648245,3.0,1.409157863760262,0.20694105775328828,Iris-setosa
+114,6.684220281746817,3.083072800817471,4.670672603334732,1.4906049973438846,Iris-versicolor
+115,6.392128032883668,3.0473797874746325,5.227684724476724,1.8682704757720545,Iris-virginica
+116,5.953119139521053,2.735642502511741,4.69954293246284,1.1917949047920726,Iris-versicolor
+117,6.7243030887691555,3.1284456358486636,4.743297392308768,1.523527535388232,Iris-versicolor
+118,4.9918336680866,3.1587461345685806,1.4136598351093206,0.19704804438482493,Iris-setosa
+119,4.93454712540856,3.1012554623801476,1.411844993545599,0.22014798790974915,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/10/test.csv b/iris/tab_ddpm/2_3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/10/train.csv b/iris/tab_ddpm/2_3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/10/val.csv b/iris/tab_ddpm/2_3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/11/synth.csv b/iris/tab_ddpm/2_3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e81fa7f14399e37a015ff3c969319d1a4e3ca418
--- /dev/null
+++ b/iris/tab_ddpm/2_3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.001870053397065,3.3749088047115117,1.582722682455191,0.41556358409994243,Iris-setosa
+1,6.3170315608101,3.3795847812577247,5.610262057535326,2.3871161475678817,Iris-virginica
+2,6.700665374401672,2.8022548061250316,4.731209401415413,1.3790220912488114,Iris-versicolor
+3,5.72379922302077,2.7790836984310077,4.338862935649685,1.2395344409994777,Iris-versicolor
+4,5.0098330530894275,2.439961472260526,2.761066582007942,1.102009854849677,Iris-versicolor
+5,4.900535962145773,3.1145613200352686,1.6282420724340336,0.10000012869508071,Iris-setosa
+6,4.853236609953346,3.0432873725501155,1.4927120802281177,0.10000009840324632,Iris-setosa
+7,4.785497571297965,3.0,1.3664206747259358,0.1,Iris-setosa
+8,6.235580005728957,2.902814697013751,5.582470025374423,1.763948942981148,Iris-virginica
+9,5.700992217636331,2.8975783683011125,4.472584738642001,1.31462200553322,Iris-versicolor
+10,6.972751255624767,3.1751126203247604,5.714955424785942,2.288049044510558,Iris-virginica
+11,6.039506507021703,2.2233447999978977,4.991311958352095,1.4903490452137502,Iris-virginica
+12,7.303905969542142,2.9475227375714557,6.3433779973226985,1.9599431235344817,Iris-virginica
+13,5.077341880121956,2.4859876245285606,3.318900424297681,1.0597573918658778,Iris-versicolor
+14,5.0303236376021125,3.404979931279544,1.6614156225455035,0.44212779853804673,Iris-setosa
+15,5.316819188771509,3.7735074793308603,1.7840236582664073,0.2097433603582988,Iris-setosa
+16,7.899998387740972,3.8040982744110234,6.396432521517831,2.0031895653375322,Iris-virginica
+17,4.88034045059296,3.062812708544058,1.4730696871273934,0.1,Iris-setosa
+18,5.8196204207518525,2.6547106206323754,5.134065009326354,1.8925764190561856,Iris-virginica
+19,5.8087614074654725,3.0427210940240657,4.313173140919683,1.4542051721036304,Iris-versicolor
+20,5.704657654645531,2.9396414410517364,4.145413392511162,1.3104224489079355,Iris-versicolor
+21,7.699315727418288,2.6269644278425197,6.899998419391215,2.3037793365846504,Iris-virginica
+22,6.697114577916236,3.2974116918801855,5.682641439644688,2.4999993431709857,Iris-virginica
+23,6.577475533349208,3.265870003560827,5.517638410138002,2.043858607590347,Iris-virginica
+24,6.614106146779077,3.0820744547457917,5.855901985474164,2.264854702897672,Iris-virginica
+25,7.72428954763617,2.5900513954291915,6.9,2.3188160089880436,Iris-virginica
+26,5.589034595153055,2.5494868190710065,4.209662536500734,1.1735356449897674,Iris-versicolor
+27,7.9,3.8163239575709893,6.395791151149148,2.011106494587293,Iris-virginica
+28,4.829590922132182,3.0,1.422331326329208,0.1,Iris-setosa
+29,6.632388393059648,3.0,4.55062765875812,1.389683294801956,Iris-versicolor
+30,6.300431725515907,2.3204080467743093,4.47875700636064,1.3127683052320926,Iris-versicolor
+31,6.012199285908738,2.6918377944995573,5.1789376599147685,1.620929856089548,Iris-versicolor
+32,5.356694528199391,3.76648303593462,1.494957951623077,0.2997045859779489,Iris-setosa
+33,5.37729282379611,3.4062199538476046,1.499619276633925,0.20071559681223933,Iris-setosa
+34,5.302343950134754,3.4016457370092015,1.4969642799241956,0.42506203937144754,Iris-setosa
+35,6.602462557613051,3.0102218638683125,5.318517321678423,2.0013738401998458,Iris-virginica
+36,6.0942764790822315,2.680491414525682,5.602511220930751,1.4682898644125655,Iris-virginica
+37,6.063026715839652,2.7045860519669946,4.9303753589468,1.4932918030845963,Iris-versicolor
+38,4.997453203135861,3.597330341687449,1.4030291174790508,0.22154921480006112,Iris-setosa
+39,5.108312736078069,3.4096431616037566,1.4946508199289115,0.20187020700965858,Iris-setosa
+40,5.146478361419501,2.6949546508844486,3.9062148565329196,1.4095532396772663,Iris-versicolor
+41,6.689111988979578,3.2966858301148103,5.680979800071838,2.5,Iris-virginica
+42,5.784695712084574,2.5393557994716573,4.136356581964645,1.106988524099987,Iris-versicolor
+43,4.599918900515446,3.6012383289891687,1.000000408981659,0.19471020128691677,Iris-setosa
+44,4.897413205734342,3.0657824445975175,1.489971041806191,0.1,Iris-setosa
+45,4.991270121038672,2.0,3.476998529666099,0.722656371534719,Iris-versicolor
+46,5.085776963291005,3.7205371904104343,1.4763256827029603,0.21524614545859727,Iris-setosa
+47,4.898701951634521,3.1236759555917946,1.6374263494961685,0.1,Iris-setosa
+48,4.4,3.2334281487080037,1.3051257316871436,0.198070143025129,Iris-setosa
+49,4.991706869293168,2.0,3.3274278009207188,0.9476961038877083,Iris-versicolor
+50,5.973174663864737,3.3412663968583223,4.545555541974968,1.5841989156045972,Iris-versicolor
+51,5.6587753109089505,2.8887814810591323,3.9491017747488177,1.3178703054852106,Iris-versicolor
+52,6.8883402009738965,3.0988383643214235,5.065786894870307,2.2936223868853483,Iris-virginica
+53,5.782332236513061,2.7006103573124394,4.569943830247456,1.2005579625628926,Iris-versicolor
+54,6.683861978787161,3.2919850261520582,5.717713417527015,2.49999957228019,Iris-virginica
+55,6.692241973178838,2.480031190036451,5.832842060443501,1.8274638229988949,Iris-virginica
+56,6.242252261835272,3.3392065563415936,4.6591123133204135,1.5938590859787527,Iris-versicolor
+57,4.4,3.0,1.347117817542026,0.1801016465025675,Iris-setosa
+58,5.113427634817372,3.801965031814099,1.781633967240717,0.19617120433163693,Iris-setosa
+59,7.7073154163685835,2.5897397122818355,6.899998913237976,2.295626419297508,Iris-virginica
+60,6.1007665916224605,3.3760894608483984,4.520339658437761,1.5979910011960565,Iris-versicolor
+61,6.276188956620174,2.3102359701593778,4.496987067652024,1.3686691617412896,Iris-versicolor
+62,6.966411729136069,3.053905715034195,5.111491767888576,2.2883226896877007,Iris-virginica
+63,4.971142717145995,3.5108697409806715,1.4038486510679067,0.19874462265514703,Iris-setosa
+64,7.307214400691122,2.907212033371586,6.2378445722938665,1.8187932021256537,Iris-virginica
+65,5.9481119158655895,2.792978665321852,4.572507460826172,1.1595750734113095,Iris-versicolor
+66,6.689766347694465,3.099424140813543,4.703684836952391,1.4944454240177707,Iris-versicolor
+67,7.9,3.8091684099722776,6.349600885305395,1.980918081930352,Iris-virginica
+68,5.002057619624991,3.404881297472454,1.614672884977243,0.41804691111432146,Iris-setosa
+69,6.10277453310116,2.7776126928382703,5.572939383108022,1.6492505868728193,Iris-virginica
+70,6.308657005094242,2.5082287166130373,4.99886694989754,1.9193536765838257,Iris-virginica
+71,7.696073461483292,2.5998507140552,6.899998014351495,2.2616260452633115,Iris-virginica
+72,4.838385603681388,3.0,1.3764274177436677,0.22261116255577204,Iris-setosa
+73,7.899998757421581,3.812054107479367,6.404225342662572,1.9960487904795166,Iris-virginica
+74,5.865579661265436,2.8109905446011783,4.670306018144952,1.2778153314239857,Iris-versicolor
+75,6.321041806438696,3.266972805174586,5.607532576929098,2.3741768636696303,Iris-virginica
+76,5.067298450951742,3.556875586065921,1.3769325452654662,0.21605576506949084,Iris-setosa
+77,6.406443761073248,2.9042731696686275,4.280005754931478,1.2890975195396395,Iris-versicolor
+78,6.021508490426307,2.6602078612372595,5.104636844697837,1.6096655995824518,Iris-versicolor
+79,5.963151699860866,2.6282684786826627,5.059340709179979,1.8949731892987292,Iris-virginica
+80,5.325320567208451,3.384411589844176,1.4995762990084605,0.32183163724302283,Iris-setosa
+81,6.483442424223268,2.9542608469987903,4.595632417741336,1.3534212228286422,Iris-versicolor
+82,4.9880157702182615,2.0,3.5029922103070605,1.0509600433370283,Iris-versicolor
+83,6.068004155874474,2.669562184237595,5.081527638029632,1.5595179622597692,Iris-versicolor
+84,5.90162964413274,3.0,5.114854373005381,1.8151852820118328,Iris-virginica
+85,4.9059985054811,3.0,1.3882529209877594,0.20998390519988436,Iris-setosa
+86,7.690368733899587,2.619884635525464,6.899998836444427,2.292555334160985,Iris-virginica
+87,5.096244440024432,3.760840516947384,1.5918315660498066,0.20362921901810346,Iris-setosa
+88,4.986397471616696,2.000000754223814,3.4443257397716436,0.9641991739623474,Iris-versicolor
+89,5.689464587719299,3.0,4.5219106279121,1.4980398451120074,Iris-versicolor
+90,5.420542758641225,3.9,1.300248927084826,0.5056701200447191,Iris-setosa
+91,5.718339169845609,2.822641751659465,4.520965989692269,1.2702599338544223,Iris-versicolor
+92,5.069907092660817,3.787561552815659,1.7335006018569896,0.2021249863225755,Iris-setosa
+93,4.598177109224281,3.6050034926055763,1.0000004291923503,0.19658086832374772,Iris-setosa
+94,5.090386373075928,3.5081436482027235,1.3745872121141678,0.2826087400166436,Iris-setosa
+95,6.712335549839655,3.300663183914959,5.731017152892986,2.499998383349879,Iris-virginica
+96,4.995214099811271,3.389867029047504,1.5403805511988535,0.4389249533398884,Iris-setosa
+97,6.719710248703062,3.2897526213427475,5.692838367696566,2.4999993944677037,Iris-virginica
+98,5.395086910460524,3.384527860920191,1.4934736348494655,0.19326033006892696,Iris-setosa
+99,6.547296979013799,3.0098203502026237,5.930008339476052,2.2586806091555327,Iris-virginica
+100,6.672913537783933,3.114458316521745,4.686374370844094,1.4818557268498371,Iris-versicolor
+101,5.615595876336217,2.8872426104006355,3.7146235472266964,1.2709115560201902,Iris-versicolor
+102,5.006306956984887,2.517299517384187,3.465321279427474,1.2850883162025286,Iris-versicolor
+103,6.11666861008769,2.609118229074354,5.613991272041117,1.400664435668741,Iris-virginica
+104,5.593951662094398,2.560400458441839,3.8709666409590193,1.1164081543642714,Iris-versicolor
+105,4.918711314877186,3.269754325063678,1.4648023062494473,0.32546979354023453,Iris-setosa
+106,5.909387691190053,3.0,4.246099212532011,1.4854173661724739,Iris-versicolor
+107,5.604926767692037,2.942665898576638,3.700794660430917,1.3033220235201228,Iris-versicolor
+108,7.404831488215719,2.830476146208575,6.435962837328467,1.8563946464320407,Iris-virginica
+109,5.028166856033475,2.0,3.5062030214119533,1.019547459264148,Iris-versicolor
+110,7.697593636999834,2.5890537238513684,6.9,2.280908847745695,Iris-virginica
+111,6.763785432826984,2.897756853322325,4.7271609798233865,1.4060341577959963,Iris-versicolor
+112,5.953280570196095,2.8977986876016444,4.495436866740695,1.3128084033345884,Iris-versicolor
+113,7.9,3.789069860730939,6.399578028344989,2.018381959064014,Iris-virginica
+114,4.586501711756495,3.6242726559110046,1.0,0.20062627940105815,Iris-setosa
+115,7.688170868742231,2.9129364960195248,6.694024910217802,2.0427419108024787,Iris-virginica
+116,5.626316992228218,3.7694560820869967,1.5862336679675015,0.34001298081968284,Iris-setosa
+117,6.134175955275732,2.2921939163811276,5.124459519405115,1.541434484246668,Iris-virginica
+118,6.749354240547443,2.9841802378884354,5.6340315680107675,1.995395484017969,Iris-virginica
+119,7.9,3.8181841671745516,6.363021922649595,2.0200814139016248,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/11/test.csv b/iris/tab_ddpm/2_3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/11/train.csv b/iris/tab_ddpm/2_3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/11/val.csv b/iris/tab_ddpm/2_3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/12/synth.csv b/iris/tab_ddpm/2_3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6eb92938f6f26860b58fc467a3963a2f9ef53eff
--- /dev/null
+++ b/iris/tab_ddpm/2_3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.594404729937563,3.164686954491596,5.177610522291774,2.0321341307867153,Iris-virginica
+1,6.03517648751901,2.922746146810967,4.3033281509693895,1.3352523384297528,Iris-versicolor
+2,5.357460624836753,3.9,1.276803105437742,0.3816854053071914,Iris-setosa
+3,5.358586418974112,3.4053882832947893,1.49964674600412,0.4281470967963753,Iris-setosa
+4,6.898331320810655,3.1319034286080862,5.06700244134869,2.301416034499905,Iris-virginica
+5,5.943085459855085,2.680119116380837,4.828121796549752,1.4246858550414283,Iris-versicolor
+6,5.9049402480148645,3.0,4.26157464625049,1.5109431893567227,Iris-versicolor
+7,5.8467570168319565,2.746316279621241,4.23198607816753,1.008805930845679,Iris-versicolor
+8,6.46918483955628,3.1350730906033726,5.144436803157326,1.964557866340401,Iris-virginica
+9,4.898535574724347,3.0782353427398044,1.4859972925939784,0.1,Iris-setosa
+10,4.994406627906593,3.3479874909137908,1.4582958323208806,0.2068291365798079,Iris-setosa
+11,5.083372958564095,3.500533170908001,1.3971655557569505,0.2822443467974581,Iris-setosa
+12,7.749277303635446,2.876362307185992,6.7555567591048025,2.056963453989668,Iris-virginica
+13,6.321745894091314,2.3153046786773652,4.437057973782084,1.327903569238913,Iris-versicolor
+14,5.637280088705952,2.8946028283091367,4.014088010797083,1.2898899361432221,Iris-versicolor
+15,5.6102022382411025,2.523509060346013,3.823504337467409,0.981394803189493,Iris-versicolor
+16,6.148817659902463,3.0190532846721614,4.657396059195356,1.4588042995934682,Iris-versicolor
+17,4.761596257843152,2.993847429788784,1.38787250905394,0.2998285167065557,Iris-setosa
+18,5.164023178276677,3.7425994208959428,1.5307302578020423,0.1946144610755279,Iris-setosa
+19,5.269065637890755,3.771283866737936,1.556463241872258,0.2290592107751389,Iris-setosa
+20,7.899998399954304,3.7909014304994093,6.384517098743624,1.9944527889621846,Iris-virginica
+21,6.084102017351741,3.0,4.521214620086478,1.4647569477717157,Iris-versicolor
+22,6.246709433821052,2.376697628937715,5.005124076537489,1.8021343952494113,Iris-virginica
+23,4.824781386687466,3.0,1.402060742333444,0.10000009192597839,Iris-setosa
+24,5.847843005048361,2.78072219234057,4.761384745021156,1.47099000778655,Iris-versicolor
+25,4.803857417816193,3.4051848106156988,1.4926993025059643,0.21170409803225676,Iris-setosa
+26,4.556014409002223,3.405820632435873,1.3684356723622746,0.29615694951824595,Iris-setosa
+27,6.128764179265599,2.8092833304032148,4.697291140036317,1.2149391150034652,Iris-versicolor
+28,4.400000559182376,3.2081152723583433,1.2970538992079614,0.19951507914914732,Iris-setosa
+29,5.787393926613616,2.737203908007293,4.466126788655744,1.2099548974704926,Iris-versicolor
+30,5.868919944841257,2.902410307708793,5.090946027517129,1.8889434219395855,Iris-virginica
+31,6.580413853226707,2.514936776036169,5.7646606702760055,1.7560494709839127,Iris-virginica
+32,5.599893387245862,3.0,4.131059744106609,1.3038933170886067,Iris-versicolor
+33,4.90696868585375,3.090897959184848,1.4061939768223561,0.3510017398756987,Iris-setosa
+34,5.059413445870054,3.482678397087753,1.392068701733316,0.20264550587503377,Iris-setosa
+35,5.423621878056534,3.3721961959307407,1.8801422799803236,0.19619308205924715,Iris-setosa
+36,6.6138031466544,3.2863323160311237,5.581808980929715,2.0433437524039535,Iris-virginica
+37,6.372992942351127,2.838926985693593,4.2577081610241345,1.231624969046917,Iris-versicolor
+38,6.472607678288743,3.204523380298677,5.734321629744398,2.1956257074966885,Iris-virginica
+39,5.14485666115268,3.4709965323627614,1.3905118090706177,0.19901219838154532,Iris-setosa
+40,4.981417455176062,2.0,3.4547456558719114,1.036153474989678,Iris-versicolor
+41,5.361023127095142,3.402863619691789,1.585151520261017,0.4038003399729709,Iris-setosa
+42,5.6289507414600175,3.0,4.1465102609654245,1.31260029114612,Iris-versicolor
+43,5.200116585810936,2.641205105859695,3.7236138459359602,1.3254422102070842,Iris-versicolor
+44,6.364043763315533,2.8777013480307874,4.232363125889428,1.3118759122410981,Iris-versicolor
+45,4.939202768873789,2.432641993442002,2.8069383569701953,1.0335597224343331,Iris-versicolor
+46,6.2667969118371625,2.9722861794203514,4.3138841181093985,1.3916631305610312,Iris-versicolor
+47,5.438337776767497,2.422073902813476,3.74189565311713,0.9789604973440369,Iris-versicolor
+48,5.678543536818786,2.7637861876815637,4.561219394174161,1.2413122725781693,Iris-versicolor
+49,5.306995283596061,3.9,1.2763827496661289,0.37794206781314443,Iris-setosa
+50,5.404786289746832,2.588076305955029,3.6605285771848166,1.1575613517664616,Iris-versicolor
+51,4.913328711886078,3.0,1.3836454258412514,0.22057455724108752,Iris-setosa
+52,7.669832934217932,2.5998920753948473,6.899998861716635,2.3001431613047063,Iris-virginica
+53,4.772484174519467,3.3930052554821364,1.6478399119168026,0.19442859944228474,Iris-setosa
+54,6.088740848744062,2.6383321795341623,5.621392458640305,1.4126299119777426,Iris-virginica
+55,6.723409800132416,3.0925899108058945,4.713201354759399,1.4892009070969288,Iris-versicolor
+56,7.709354820034602,2.5973804645487384,6.899998791285154,2.2823399726974887,Iris-virginica
+57,6.4441819136240035,2.9770320995397492,4.328873006222305,1.3400596417343564,Iris-versicolor
+58,6.310594441589999,3.414865785993464,5.620902958504592,2.3961224982012075,Iris-virginica
+59,7.689375962360202,2.5836141969340516,6.9,2.287025183664837,Iris-virginica
+60,4.913106215185625,3.1093344346000213,1.4991222140002978,0.1,Iris-setosa
+61,5.2278186193742116,2.5064047126189757,3.409406448122245,1.0858552574149642,Iris-versicolor
+62,6.12297373003275,2.808358761580649,4.383021366073562,1.1574381652342884,Iris-versicolor
+63,5.013137269407202,2.0000007940912243,3.5673653316811134,1.0061919145386748,Iris-versicolor
+64,5.0640913475119085,3.520051980828027,1.4324017696165448,0.20065380542416544,Iris-setosa
+65,5.270849146013736,3.5963805982737314,1.4938130764136093,0.2017515512810621,Iris-setosa
+66,6.247573207057812,2.445811782902928,4.845214648381863,1.4854870667727094,Iris-versicolor
+67,5.072628432955443,3.532018297272394,1.3981342638895147,0.20397653323475998,Iris-setosa
+68,5.014102354453731,2.0,3.6337168781299427,0.9557462909821997,Iris-versicolor
+69,5.783192404449235,3.0999288070481468,4.575399373282259,1.5195796623398239,Iris-versicolor
+70,6.481392285558014,3.060069230507213,4.711186579402505,1.4886061782070386,Iris-versicolor
+71,5.358435675256177,3.9,1.2897778338440307,0.5510227898260356,Iris-setosa
+72,5.644867206369866,3.7899526052517647,1.5303530069610771,0.2921908450876892,Iris-setosa
+73,5.022491966011728,2.0000012499447393,3.5414211295189855,1.0423958307567607,Iris-versicolor
+74,5.172289776956032,3.468507109689671,1.4007894329932178,0.23878514053911185,Iris-setosa
+75,5.988329368346974,2.8795513008387044,4.661497980457339,1.3019789422686259,Iris-versicolor
+76,4.993371708052744,2.0000006482347366,3.3907574984620696,1.0223696275999523,Iris-versicolor
+77,6.240601475108653,2.414883198825369,5.00826011303186,1.827898054847588,Iris-virginica
+78,6.789227610339114,3.0,5.443842113321442,2.0935335269854107,Iris-virginica
+79,5.575013407908505,2.9411639521962827,3.8059149457140267,1.3027054299831478,Iris-versicolor
+80,6.803560280757279,2.8088877459704396,4.81347166871205,1.4031905112935215,Iris-versicolor
+81,6.275370204950812,2.2410242441268937,4.463415589408758,1.473579630849028,Iris-versicolor
+82,4.913687819693862,2.4035075872873053,3.216245252900386,1.0183542847683176,Iris-versicolor
+83,5.508725996647537,2.510649274152294,4.121779814409677,1.0782244344252663,Iris-versicolor
+84,4.918181030548757,3.0624498724052214,1.4237457477857507,0.36464647774145675,Iris-setosa
+85,4.790772941449199,3.0,1.3806591025172863,0.1,Iris-setosa
+86,6.207690594220953,3.289247788179726,4.6624269630061095,1.5595835471585626,Iris-versicolor
+87,6.287433916168771,2.3009911622423167,4.3496654024902695,1.2655866984331174,Iris-versicolor
+88,4.956483250431417,3.4616084540392813,1.401563147875955,0.3114822706389704,Iris-setosa
+89,6.727706104283034,3.0,5.640088861708826,2.056265616730719,Iris-virginica
+90,6.766838015763468,3.0913249342880897,5.103174602797684,2.230969957562407,Iris-virginica
+91,5.64560423973988,3.0,4.474427263733153,1.5096307439900978,Iris-versicolor
+92,5.570877000657796,2.6885877032762124,4.489895883334147,1.2471824534370808,Iris-versicolor
+93,5.026980141813044,2.478263632185132,2.901511703646128,1.091739929072709,Iris-versicolor
+94,7.751590136007472,2.814617155448375,6.744228599582871,2.0205727367175066,Iris-virginica
+95,6.686954402304769,3.306786737472332,5.694905092275245,2.4999992416990247,Iris-virginica
+96,6.609802768109742,3.1919612155758754,4.717193834808537,1.5300508102636998,Iris-versicolor
+97,6.367091518434737,3.333237261563844,5.646790001283021,2.386577123589648,Iris-virginica
+98,4.48764169684984,2.2818826312877927,1.2914961550627166,0.29631294490421056,Iris-setosa
+99,5.927303479030912,2.159240827397938,4.902810060082089,1.4621002813467687,Iris-virginica
+100,6.944716721390071,3.100322990099467,6.001898827272299,2.21199984877424,Iris-virginica
+101,4.400000649425694,3.0,1.3433532842624243,0.20141418563679106,Iris-setosa
+102,6.343387722974217,3.320322708232477,5.6660902971482106,2.3845925569374513,Iris-virginica
+103,5.251464966902065,3.7258434550601494,1.4968719669470532,0.20329213663110718,Iris-setosa
+104,5.454755159191079,2.5126005677351047,3.7814840949943838,1.1368910390678861,Iris-versicolor
+105,4.848349877957055,3.0,1.4118561787816448,0.1,Iris-setosa
+106,6.836332507116039,3.0,5.312491732115917,2.204521046411239,Iris-virginica
+107,5.684475185127537,2.979138439086415,4.153880578045049,1.3222626776277826,Iris-versicolor
+108,7.709208550534768,2.8298694466693117,6.716739288710611,2.0223105653964386,Iris-virginica
+109,6.331246217412183,2.2933947730660753,4.3924020909942145,1.3018045806207534,Iris-versicolor
+110,6.673543480783754,3.279492151435241,5.687639021893631,2.4999996154412556,Iris-virginica
+111,5.113986885088893,3.510777028628337,1.4018232842854097,0.20167013842180667,Iris-setosa
+112,6.46641162092406,3.0,5.831085000308782,2.245659702198393,Iris-virginica
+113,4.820941047231051,3.389179689867953,1.5003034720760162,0.19377438773460215,Iris-setosa
+114,4.508447533991649,2.369829197376837,1.3233194640794934,0.28902518347367867,Iris-setosa
+115,5.0612016483309805,3.764333647337191,1.4661018798958512,0.19651039994982455,Iris-setosa
+116,7.708868021769616,2.7729502122945004,6.716484022778099,1.9903004577269274,Iris-virginica
+117,6.7919357178997855,2.5505783890388685,6.058965464437022,1.8305282183109277,Iris-virginica
+118,5.867804900382608,2.672335367843713,4.52284836264041,1.1474555354581215,Iris-versicolor
+119,6.460914489645248,3.254404730866358,4.742168571849155,1.561841459641955,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/12/test.csv b/iris/tab_ddpm/2_3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/12/train.csv b/iris/tab_ddpm/2_3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/12/val.csv b/iris/tab_ddpm/2_3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/13/synth.csv b/iris/tab_ddpm/2_3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de7f36cd4d6f55db221d38eb1fbcf98d0a6bc526
--- /dev/null
+++ b/iris/tab_ddpm/2_3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.222343705456363,2.369413921402194,4.938236150873338,1.8116987657842163,Iris-virginica
+1,5.000294304368496,2.000000568205158,3.462691557625435,0.8602877171589103,Iris-versicolor
+2,4.910076478798257,3.060564858164528,1.429200889674668,0.20358846372288417,Iris-setosa
+3,6.113048909128358,2.8015831848232984,5.547295759356419,1.6807443433914633,Iris-virginica
+4,7.70333822274739,2.5681587205112653,6.9,2.3361275861353126,Iris-virginica
+5,5.015474867073205,2.0000006145669347,3.4832326680371004,0.9938407966089455,Iris-versicolor
+6,5.579319130881356,3.0,3.985630609105604,1.301145830592359,Iris-versicolor
+7,5.175969613473227,3.499305797578903,1.406133501731533,0.3078645630391478,Iris-setosa
+8,4.505545416923672,2.2732429477248095,1.2824496422085705,0.28941808607312836,Iris-setosa
+9,6.052266460986281,2.242120854705146,5.088814685407643,1.4991060043203435,Iris-virginica
+10,7.899998964606667,3.8030926331723767,6.376813923506111,1.970380597999707,Iris-virginica
+11,4.400000504815362,2.8946998937959645,1.4018762623903154,0.2007707359146128,Iris-setosa
+12,6.609031904836537,3.049903288792891,5.585119474087901,1.9420335908431543,Iris-virginica
+13,5.240018398997127,3.6265460275211283,1.4827223006653283,0.20098862766035933,Iris-setosa
+14,6.333844018400455,2.4335192215911756,4.416515229392451,1.2917137480071248,Iris-versicolor
+15,6.043299501208441,2.777401019625021,4.672449562135282,1.1692721133982966,Iris-versicolor
+16,6.156814824809818,2.9133203701762187,5.5311711680788935,1.8032812017164772,Iris-virginica
+17,5.8712800980846245,3.0,5.0366478739520355,1.7791611411971908,Iris-virginica
+18,4.4,3.203436065039154,1.293209736658995,0.19794878282016914,Iris-setosa
+19,7.696063758802566,2.609687165230814,6.899998652389636,2.284146185584583,Iris-virginica
+20,6.874855439514789,3.201783958300668,5.635434792544112,2.2900125070191155,Iris-virginica
+21,5.183244140389288,3.459753309819255,1.381921600155468,0.2013041174292883,Iris-setosa
+22,4.802043271727273,3.0,1.4009466878819115,0.1,Iris-setosa
+23,6.672658767832065,3.138694427918144,4.728749126172676,1.4988970030406954,Iris-versicolor
+24,6.331148324299109,2.369505362729033,4.606647009012166,1.46713766854092,Iris-versicolor
+25,5.083332593155655,3.402625587116994,1.5528989768576844,0.4435674159575659,Iris-setosa
+26,6.8633702773032255,3.1611793440142764,5.613794929153953,2.2931071570812387,Iris-virginica
+27,5.005115297112518,2.0,3.2307781840120935,1.0450256082766054,Iris-versicolor
+28,7.899998360897485,3.8001535192459457,6.311308269315434,2.0105362048031337,Iris-virginica
+29,7.739505335956825,2.593718390940619,6.9,2.3126866420091816,Iris-virginica
+30,7.9,3.815083659739856,6.412066592591391,2.0154542811224077,Iris-virginica
+31,5.082497213988652,3.6046499545594126,1.4137588940620627,0.3645005857715069,Iris-setosa
+32,6.019227359380373,2.816822452524195,4.962652153184696,1.6016784772656183,Iris-versicolor
+33,7.709532018183073,2.6064582915154832,6.899998699741273,2.2952330796666263,Iris-virginica
+34,6.484406817113384,3.237656980413041,5.206961267909538,1.9868222888459293,Iris-virginica
+35,4.775993447307141,3.0,1.3909215303326545,0.29712917003848816,Iris-setosa
+36,4.907894461378944,3.113661018818941,1.5245802577227565,0.1,Iris-setosa
+37,6.246701811499661,2.9541324899665637,5.536174893192686,1.6892676681278553,Iris-virginica
+38,6.13930163717603,3.351743682335412,4.590545723095526,1.6233176302480896,Iris-versicolor
+39,5.909412245212927,3.0,5.171268291954927,1.7789844776311967,Iris-virginica
+40,4.851844254966452,3.018379697181898,1.4009925976519544,0.29300624469788805,Iris-setosa
+41,5.195595183516642,3.7462354889933587,1.4968272191258645,0.22118664689731113,Iris-setosa
+42,4.902104643260501,3.0,1.4027932392100788,0.19976783313441715,Iris-setosa
+43,6.278710954940712,2.8279762237751065,5.631209298586992,1.7279526438489323,Iris-virginica
+44,4.489222079810136,2.3061999707264054,1.280150678688054,0.32024822531622843,Iris-setosa
+45,4.400000599672713,3.1734172841785946,1.296456481655257,0.20352940588025512,Iris-setosa
+46,6.182821309003802,2.625926131896106,5.637505652731349,1.4369736096621113,Iris-virginica
+47,5.186252439558047,3.421233984570792,1.387739732044737,0.2011860707659663,Iris-setosa
+48,7.698663411549503,2.6129562678904,6.9,2.3029582181352115,Iris-virginica
+49,4.588321383216488,3.4109717251493983,1.3980264084438507,0.29745701583054207,Iris-setosa
+50,5.418133481058024,3.9,1.307149983476954,0.5312554589009613,Iris-setosa
+51,6.482624516084323,3.201516322686044,5.1161071415197,1.9735595710188187,Iris-virginica
+52,4.9739156337306785,2.0,3.5285643911003506,0.9710962268079217,Iris-versicolor
+53,5.2789166454501695,3.728809391655688,1.778350581885462,0.20336800751418302,Iris-setosa
+54,6.502639972969925,3.0,5.573904146486172,1.8579544786592168,Iris-virginica
+55,6.722838864751077,3.3212516916554686,5.704463232940242,2.112682765516837,Iris-virginica
+56,5.770519470598531,2.888557513344869,4.3144509749209865,1.3067342679089227,Iris-versicolor
+57,7.673166123697674,2.5763590657785103,6.9,2.303578502051635,Iris-virginica
+58,6.620576705354766,3.160308241805662,5.405378658340731,1.9905790852991039,Iris-virginica
+59,4.854530107893221,3.0,1.4077721406409707,0.2781787097363738,Iris-setosa
+60,5.79265423495141,2.6614922237801144,5.084239309046725,1.894069214191762,Iris-virginica
+61,6.886093193298767,3.1748964615111195,5.558383456644968,2.277445509457817,Iris-virginica
+62,6.776595419506456,3.0,5.562823670166234,2.047158444690037,Iris-virginica
+63,5.081756782086007,3.7947308627954155,1.648822976961661,0.19901328757391618,Iris-setosa
+64,7.685972615910255,2.7664770028394376,6.695995073609897,1.9818934516307332,Iris-virginica
+65,5.154690227344423,3.784118294875043,1.6483380991667238,0.2023674061817445,Iris-setosa
+66,7.713139303718384,2.5784318684089107,6.9,2.3280059180318946,Iris-virginica
+67,4.4,2.9044423108053423,1.3925698406201577,0.18897246629484135,Iris-setosa
+68,5.439358786415688,3.9,1.3272937640326201,0.5891119710809523,Iris-setosa
+69,5.608001241154042,2.7557157096228213,4.19814048586019,1.2496100885589665,Iris-versicolor
+70,4.504856818667607,2.3532044888110164,1.3000555532270655,0.3890157019022661,Iris-setosa
+71,5.997610259729548,2.2192185738877392,5.004973419781918,1.5094969185261418,Iris-virginica
+72,5.127952807573448,3.467234771037781,1.4061438844574519,0.19941201499328404,Iris-setosa
+73,6.001803611019635,2.979039201379704,4.538651556279288,1.3422245613475752,Iris-versicolor
+74,4.8109071446980325,3.0,1.417948668693113,0.10000011809160479,Iris-setosa
+75,7.9,3.81994990661644,6.294645829511677,1.9965175271112348,Iris-virginica
+76,4.561598740471441,3.3780028429890683,1.3723424282330605,0.33794413928156564,Iris-setosa
+77,4.528877948678538,2.4629770687133044,1.3255948713384311,0.4222509231179153,Iris-setosa
+78,6.305326717130268,2.4822024733900814,4.9555827371661625,1.501049733784765,Iris-versicolor
+79,6.427036599916023,3.40270719951224,5.643520629555196,2.3547553964230996,Iris-virginica
+80,6.204087790115362,2.581613852003718,5.5033739378580675,1.526415224085712,Iris-virginica
+81,5.383944693235774,3.3915580551424953,1.6900420726060235,0.19787922589556456,Iris-setosa
+82,4.624645178606226,2.7797538057418456,1.3388502514341898,0.29526405119487376,Iris-setosa
+83,4.988331915845767,2.4265322419055115,3.4472056031144707,1.0670024413393024,Iris-versicolor
+84,6.801534580787198,3.0923849843660953,5.661174895210863,2.203828081586777,Iris-virginica
+85,6.891806558580425,3.0700604382282397,5.193834939931714,2.2867893705723628,Iris-virginica
+86,4.657253409639538,3.40280202808243,1.4168776365618423,0.2917134516799039,Iris-setosa
+87,7.058124791609221,2.9165301079549772,6.133654653895271,1.7463551966623916,Iris-virginica
+88,6.691130266269361,3.0100168093823187,5.755369572975829,2.241069216473028,Iris-virginica
+89,6.842896601551261,3.123170141232062,5.772079395263017,2.2699971133265895,Iris-virginica
+90,5.969079517619349,2.8042984413605074,4.69997466028651,1.229553290282962,Iris-versicolor
+91,6.2351966235546366,2.5510294551413017,5.164490750565209,1.8882610955514572,Iris-virginica
+92,7.657127167839386,2.6177625503743807,6.899998665837869,2.291962471731732,Iris-virginica
+93,6.325153202179755,2.954962944445434,5.555523845466735,1.799348872151157,Iris-virginica
+94,5.874711911257653,2.8375480964576574,4.353952730667168,1.1952182218812444,Iris-versicolor
+95,7.721431018358002,2.6005913496903754,6.9,2.3083234242814665,Iris-virginica
+96,6.735414661139105,3.32514080271766,5.7292044357732905,2.5,Iris-virginica
+97,7.239779375904259,3.065440945739626,6.232909239952154,2.1952376391308985,Iris-virginica
+98,4.924107209360793,2.420153766317811,3.053524152771419,1.0189593981965497,Iris-versicolor
+99,7.740105031295204,2.635416801811155,6.9,2.3018605807199912,Iris-virginica
+100,6.410696466474314,3.3200045292759124,5.702860870213648,2.362491618060881,Iris-virginica
+101,6.022099957258132,3.394386162318812,4.563525570663459,1.5832805700367147,Iris-versicolor
+102,7.471202305107246,3.0084901355945473,6.438234407708336,2.149730712282773,Iris-virginica
+103,5.9754020060291335,3.4080990095828265,4.47518047169436,1.5776593370512018,Iris-versicolor
+104,7.9,3.8306414964033895,6.373881559502769,1.9998584617720163,Iris-virginica
+105,4.797737793311594,3.0,1.3933869163632837,0.31609724153455454,Iris-setosa
+106,6.9060312356046545,3.1684079754938987,5.728854074452396,2.2732988571198685,Iris-virginica
+107,5.1795499935432865,2.5332761939965276,3.479757194606669,1.2355469581949794,Iris-versicolor
+108,7.9,3.7833373799666563,6.46207128312825,2.003563069217201,Iris-virginica
+109,5.979076300649173,2.9547344529036175,4.305352933599846,1.5108182076228474,Iris-versicolor
+110,6.4992224775414575,3.0,5.934785199110974,2.2476370053622197,Iris-virginica
+111,6.930565744615302,3.064992120428228,5.291877951426881,2.2653941598601866,Iris-virginica
+112,5.638759582640604,2.96828200828834,3.8121041337641044,1.3159813311919888,Iris-versicolor
+113,5.769443676548518,2.746429734254774,4.039756429193949,0.9927734672367541,Iris-versicolor
+114,5.829329954211079,2.8805453314696785,4.564965893746583,1.3115714645612295,Iris-versicolor
+115,4.838140995793452,3.41736604984847,1.4486494710355688,0.32401713141007776,Iris-setosa
+116,5.456470620853812,3.4062326293439815,1.9793845422311358,0.20085882882068587,Iris-setosa
+117,7.9,3.8128399928826755,6.427322136739177,1.9774801733632914,Iris-virginica
+118,5.972541191181835,2.7385767032611095,5.006571029657319,1.5888246905479433,Iris-versicolor
+119,6.550178526358587,3.0,5.526725545797632,1.7996055192421216,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/13/test.csv b/iris/tab_ddpm/2_3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/13/train.csv b/iris/tab_ddpm/2_3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/13/val.csv b/iris/tab_ddpm/2_3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/14/synth.csv b/iris/tab_ddpm/2_3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c68642cc6f13666c2b71fd86ec17a9af706ee60
--- /dev/null
+++ b/iris/tab_ddpm/2_3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.521686424929173,2.4287548240141237,3.7249609092764047,1.0123101642578476,Iris-versicolor
+1,6.24882706163471,2.840926457299657,4.278174810971145,1.1981077093304526,Iris-versicolor
+2,5.760691208621525,2.772435413575855,4.5641205296702925,1.222615673112878,Iris-versicolor
+3,4.986612400457534,2.0,3.2638945548792857,0.9901684656753964,Iris-versicolor
+4,5.5536184599591385,2.8692882678311755,3.5152432861373,1.3291222289652818,Iris-versicolor
+5,4.610516368079732,3.621325084579279,1.0,0.19725977412331286,Iris-setosa
+6,6.553004673900286,3.0,5.520161368164176,1.8654723144605216,Iris-virginica
+7,6.218833652239969,2.646038507366098,5.620785347480868,1.4508504358216185,Iris-virginica
+8,4.849781200207823,3.0,1.4008054161147379,0.20014227326231906,Iris-setosa
+9,5.14767619808271,3.460350081856415,1.3874039748744633,0.2019416823605637,Iris-setosa
+10,5.716320161617622,2.760281943555423,4.5281639869606325,1.3010808559160225,Iris-versicolor
+11,6.793255967067245,3.0,5.53368089551374,2.0499572237705173,Iris-virginica
+12,5.681526976071395,2.9244924149183946,4.213781557624213,1.2787282031570295,Iris-versicolor
+13,4.904125488605519,3.1299421238749097,1.679731167323525,0.10000009759205383,Iris-setosa
+14,5.047534234926781,2.0000031925486934,3.6630422734200585,0.9560279044138851,Iris-versicolor
+15,4.4,2.8615609098759145,1.4009609105299805,0.18846987247786412,Iris-setosa
+16,7.528238416480023,2.8990929725814274,6.5155644529476815,1.9003679292035829,Iris-virginica
+17,5.649808866434248,3.0269843090388773,4.203885861099121,1.341664828122695,Iris-versicolor
+18,6.810549456710616,3.1160198498606966,5.05614571395456,2.248448094169104,Iris-virginica
+19,7.115784798990148,3.0,6.0654700319043595,2.086735626599633,Iris-virginica
+20,6.711663071515502,3.310290966389663,5.714206249748836,2.1152521147926535,Iris-virginica
+21,4.939269404730001,2.4031373244956424,3.00037656100014,1.0150070351634486,Iris-versicolor
+22,5.006229076550881,2.000000450260901,3.516970663442916,0.9654408993964643,Iris-versicolor
+23,6.767535745767549,3.1031481358266206,4.745941394164549,1.507875746361726,Iris-versicolor
+24,5.323870237084381,3.4209086948976752,1.6111542157613734,0.40607794745600856,Iris-setosa
+25,6.321331922665853,2.3435650024514136,4.468436657608323,1.314475021130047,Iris-versicolor
+26,6.700061018795896,3.286325810743028,5.682835301752257,2.104179325854705,Iris-virginica
+27,5.955551792815939,2.7621763817072895,5.002054602675488,1.5746222038670923,Iris-versicolor
+28,6.787287353257419,3.1892732257174714,5.921241747145358,2.278779753048576,Iris-virginica
+29,6.008572084673017,2.8180022312713007,4.731533741921784,1.2365264162390146,Iris-versicolor
+30,5.9867759805388,2.7543050795191273,4.905643227438704,1.567274010623916,Iris-versicolor
+31,6.629155114763481,2.464905955833759,5.745068772539669,1.789414588453059,Iris-virginica
+32,6.124064646049377,2.3101339128571525,5.042912695970587,1.5931891101394586,Iris-virginica
+33,6.4302733028045935,2.950690871642663,5.514876754997213,1.7961719687465578,Iris-virginica
+34,4.774002044022902,3.1589085536709445,1.4072207780117243,0.2933749098749624,Iris-setosa
+35,6.3216557604813906,2.280719294283342,4.392706086767851,1.3059674614431938,Iris-versicolor
+36,6.2976850371232045,3.3076274175048015,4.688333360210436,1.5924900144697083,Iris-versicolor
+37,6.791295545438387,2.808526997830261,4.793425184593541,1.422000487883992,Iris-versicolor
+38,6.848042439262893,3.197517583180088,5.780566696590159,2.2960320553102114,Iris-virginica
+39,7.643350234558284,2.6113379934989642,6.899998171095028,2.320197647948752,Iris-virginica
+40,4.967063330418753,3.1731438843722803,1.4382156822257228,0.3239125082319998,Iris-setosa
+41,6.827007036393935,2.8702711181463134,6.025982137158243,1.7052649800110546,Iris-virginica
+42,5.105888537908619,3.6655672974815325,1.7737452128254514,0.20124573145673846,Iris-setosa
+43,6.067558909668014,2.282314564712238,5.216827607574387,1.5103306136835306,Iris-virginica
+44,5.509164905815051,3.7665388035627863,1.694151579299834,0.2983694343623422,Iris-setosa
+45,5.556512145831984,2.5280652134616295,4.206831064447623,1.097597390670784,Iris-versicolor
+46,5.521382883633186,2.5922476803812855,4.394324978241299,1.1854167759000478,Iris-versicolor
+47,7.205830879530615,3.0,6.056110176544783,2.0779367887857116,Iris-virginica
+48,7.9,3.795810870700168,6.428119224324684,1.9994738240946344,Iris-virginica
+49,5.00982607674754,2.0000007356334044,3.4216570897830856,1.0366830074063647,Iris-versicolor
+50,5.0024841708502485,3.564097897435715,1.3966749858891188,0.20003638917648084,Iris-setosa
+51,5.334117213910677,3.9,1.2923469520281459,0.47891963513493807,Iris-setosa
+52,5.091275237301483,2.4813334587044213,3.514047492244335,1.0346049372200463,Iris-versicolor
+53,5.94563221959797,2.7624473757436987,4.241860410614995,1.0399360223234566,Iris-versicolor
+54,4.735516823979065,3.4773581013711703,1.403972917401376,0.2760842921499135,Iris-setosa
+55,5.362814417881656,3.8999996115333317,1.3310217483917925,0.41974502806912506,Iris-setosa
+56,5.764744632404402,2.6941617533164273,4.282821149856608,1.033310103314803,Iris-versicolor
+57,7.701360337599446,2.7870048385002346,6.70730895654161,2.023462753276219,Iris-virginica
+58,5.121550338834496,3.412832972299027,1.4021541093964691,0.1993887153610761,Iris-setosa
+59,4.400000498494051,3.0,1.368004766437228,0.19815810975328146,Iris-setosa
+60,6.7816454609320065,2.8996804011404755,5.871374741261572,1.7038593559177229,Iris-virginica
+61,6.196921252201896,2.974831290486613,5.439789353678497,1.8192075003920107,Iris-virginica
+62,6.653363072613103,3.033106462176796,4.588811674174657,1.4582682535238063,Iris-versicolor
+63,5.672209330608119,2.948465531280894,4.452861684457561,1.5042730959369675,Iris-versicolor
+64,6.053184927411757,3.401299097220422,4.490287006605399,1.6225124173332568,Iris-versicolor
+65,5.758841080900171,2.636298936707697,4.24842867257269,1.0636312810805795,Iris-versicolor
+66,7.651670511159462,2.610230590831212,6.899998582018002,2.301454647019175,Iris-virginica
+67,6.7831055107252824,3.106231065986804,5.63879405344984,2.131873627386997,Iris-virginica
+68,5.539331242613097,2.4613671808842303,3.82662381532887,1.1023931675135263,Iris-versicolor
+69,5.7821118054617795,2.7645356142603226,4.488855494135256,1.2605021575627495,Iris-versicolor
+70,7.6826888753378615,2.5924503475560132,6.8999990032458,2.2923525449745896,Iris-virginica
+71,6.044395157235545,2.280186466339602,4.256201126912364,1.2356029684894294,Iris-versicolor
+72,4.973284696585461,2.0,3.4144363052339584,1.0282280059943658,Iris-versicolor
+73,6.1445089676773605,2.8546796191146875,4.681874912145913,1.3062739938230867,Iris-versicolor
+74,7.703329317624219,3.0,6.662221679001117,2.1103442763222477,Iris-virginica
+75,4.979433505184119,2.4444412131919857,2.840019772105264,1.0505805049999792,Iris-versicolor
+76,4.478466737874717,2.235241173350589,1.3300438422036622,0.28401657995307067,Iris-setosa
+77,5.0333737110441925,3.533863793726126,1.398810648345127,0.20248056381010587,Iris-setosa
+78,4.4,2.90161367899963,1.4023672750076372,0.1952436378352406,Iris-setosa
+79,6.859326188979768,3.113666806632874,5.877206613119949,2.2501720570329096,Iris-virginica
+80,5.082466993047492,3.808328178485545,1.519305725547199,0.2089697816637016,Iris-setosa
+81,4.591475731066572,3.5990057886174176,1.0,0.2054738900453268,Iris-setosa
+82,5.611436624090663,2.858901377272189,3.655539512331009,1.280791003969017,Iris-versicolor
+83,6.146283983258371,3.0,5.273559203082873,1.8031763536515402,Iris-virginica
+84,5.137507116086629,3.7789617324259064,1.8294100082633222,0.20549078084708405,Iris-setosa
+85,5.948346492957479,3.312082755880104,4.466962322427273,1.5671173950956796,Iris-versicolor
+86,5.9881072779549065,2.697006191773614,5.00021840329135,1.5857157929127772,Iris-versicolor
+87,4.879816571506455,3.0,1.4021127363921464,0.1,Iris-setosa
+88,4.4,2.9783396674236067,1.400346675920927,0.20873899054424266,Iris-setosa
+89,5.9276759666546575,3.0,4.325870179190221,1.5218821012483894,Iris-versicolor
+90,6.039472316502209,2.2056588800045853,4.885746334050567,1.4997991191046711,Iris-virginica
+91,6.2708015326234605,3.3906422753854475,5.609358044933988,2.387461419149561,Iris-virginica
+92,5.561432334941818,2.5207733604769875,3.8247851495900846,1.128692304349518,Iris-versicolor
+93,4.645027089712688,3.423865483058213,1.4068415553817724,0.29157524718678407,Iris-setosa
+94,6.022064912813957,3.025917641197816,4.487027567627961,1.5063673913598918,Iris-versicolor
+95,5.078689017373041,3.4266567024932213,1.9441002829532947,0.3705058735419134,Iris-setosa
+96,6.226524355101587,2.1738855374598995,4.506560508137776,1.4917985097398179,Iris-versicolor
+97,5.987463523208968,3.0,5.111974464060175,1.829039706191212,Iris-virginica
+98,5.789425703373011,2.75039997169194,4.764113499964855,1.3269393795031696,Iris-versicolor
+99,7.280078424580557,2.880990264092446,6.265944966658123,1.7758249799156445,Iris-virginica
+100,4.912197202797824,3.13010232004154,1.7650287405845613,0.1,Iris-setosa
+101,5.216367535754998,3.7353042221672244,1.718607198188514,0.32571660913803124,Iris-setosa
+102,5.183281257604936,3.368980461510551,1.4013629731936745,0.1951509585061299,Iris-setosa
+103,5.917931606020515,3.1911419480562886,4.4775298047088885,1.5004230252733324,Iris-versicolor
+104,6.806032541644618,3.107220955155622,5.07428163240567,2.294330585669393,Iris-virginica
+105,6.774205280689126,3.0,5.508881307338997,2.1082150353179685,Iris-virginica
+106,4.400000475461023,2.857578604162811,1.3523124499287549,0.19733138197757577,Iris-setosa
+107,5.026109521366844,3.579479489066917,1.400080820481717,0.19824386965184873,Iris-setosa
+108,5.428647879999744,2.622588000988052,3.9978025528362853,1.2663475942958053,Iris-versicolor
+109,5.999382488802115,3.3503445676376007,4.543007989293795,1.6002851121692587,Iris-versicolor
+110,5.891803081616594,2.8599454019879476,4.206782383802058,1.1989134344560688,Iris-versicolor
+111,7.125421586897259,2.9483771106792376,6.329396904991963,2.0216909841725914,Iris-virginica
+112,6.867202815953044,3.0,5.570100672059459,2.1010799281270636,Iris-virginica
+113,4.661131618121698,3.427653287429651,1.4147087696673446,0.28315346345055376,Iris-setosa
+114,5.0125661950899225,3.5978293576060656,1.390448083552486,0.20629156767442472,Iris-setosa
+115,4.9836999821244765,2.486838164822493,3.143444955205762,1.1241703955387303,Iris-versicolor
+116,4.729661930281566,3.397313085992602,1.4402211252559145,0.29578892333125595,Iris-setosa
+117,4.92582460367624,3.5127764911733106,1.381421373712505,0.20595469822196913,Iris-setosa
+118,7.7073987800506165,2.5876140509539702,6.8999988478135545,2.3194146875453643,Iris-virginica
+119,6.781551025893622,3.0,5.217039569368691,2.223502244287279,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/14/test.csv b/iris/tab_ddpm/2_3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/14/train.csv b/iris/tab_ddpm/2_3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/14/val.csv b/iris/tab_ddpm/2_3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/15/synth.csv b/iris/tab_ddpm/2_3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60719c1108c2e4cd2e4f128908a98eb7e24a3835
--- /dev/null
+++ b/iris/tab_ddpm/2_3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.662563576538713,2.737674220959961,4.519732362322848,1.2806911359395177,Iris-versicolor
+1,5.627155117186052,2.868194077342485,3.8048352759350856,1.2816990859647066,Iris-versicolor
+2,5.851795086377906,2.8703967286294727,4.511698443379761,1.3137235208973,Iris-versicolor
+3,5.004000324488906,2.0,3.594683125759408,0.9157036268941545,Iris-versicolor
+4,4.782890179284253,3.0,1.3661950127608833,0.10000009078829804,Iris-setosa
+5,5.581541399281847,2.7038676333230063,4.47997160821394,1.293921103718719,Iris-versicolor
+6,5.945330553847865,2.983245465675422,4.529350856545329,1.5118855653224206,Iris-versicolor
+7,6.154772713444076,2.1977164452050326,4.480033211523723,1.4988863495297786,Iris-versicolor
+8,6.846921819519747,3.076099025487922,5.199896454069025,2.253267965709494,Iris-virginica
+9,7.699423126171551,2.590925291179124,6.9,2.303742538785949,Iris-virginica
+10,5.666981718726889,3.0,4.5056539871373396,1.5196462864598774,Iris-versicolor
+11,6.747155301284085,3.0,5.395896245595615,2.071630729386005,Iris-virginica
+12,4.873455639737754,3.0723189858609405,1.4777699484091658,0.1,Iris-setosa
+13,6.795292684801051,3.202027743975007,5.8315180501267845,2.2579056116105285,Iris-virginica
+14,7.3735788651780965,2.878572914388778,6.421640830679734,1.823439387450386,Iris-virginica
+15,5.013000829148923,3.600200750757737,1.379579133290914,0.20538452327988813,Iris-setosa
+16,4.9953548829107595,2.0,3.4531738749522383,0.8883560451210646,Iris-versicolor
+17,5.65733695379908,2.8370448145014424,3.5880518602870475,1.2757635437604131,Iris-versicolor
+18,6.182641938349581,2.5955627677143847,5.604479299737311,1.421641482781355,Iris-virginica
+19,4.837566702612627,3.0,1.4103977103307663,0.10000009807469562,Iris-setosa
+20,5.647635118704312,3.7982644057781476,1.8582277460920043,0.3859573578514619,Iris-setosa
+21,5.983454253303707,2.7184278157213044,5.043242524969358,1.5937958474062937,Iris-versicolor
+22,6.305332303826887,2.408022525881153,4.33818225650481,1.296314322222418,Iris-versicolor
+23,6.6983064285377125,3.1011003535683566,4.735203607095872,1.5114676522689376,Iris-versicolor
+24,6.051387278139574,2.678870199038717,5.501970188635976,1.6993795238238552,Iris-virginica
+25,5.6557554421436365,2.3879530447515576,3.7871228240000074,1.1148749580317765,Iris-versicolor
+26,4.773792365525987,3.3983899942059286,1.653695682716716,0.19326854047575975,Iris-setosa
+27,5.879967449270027,3.1749567690003375,4.583625375175857,1.533665333487452,Iris-versicolor
+28,6.916857362212265,3.0350625991665576,5.457034892624881,2.2490578348512282,Iris-virginica
+29,5.598755260444233,3.0,4.390311620085512,1.5097286652062274,Iris-versicolor
+30,6.7872809855549665,2.817595107977134,4.7796988574328685,1.3935877422609566,Iris-versicolor
+31,4.505878256326215,2.307392090599896,1.3186142372088303,0.3542033019161911,Iris-setosa
+32,5.198785315377538,3.7896895900475527,1.4967683847774107,0.29259287641890064,Iris-setosa
+33,4.8908713210294525,3.0936013331201364,1.4890362947448095,0.10000016619623113,Iris-setosa
+34,6.513432496535192,2.3901165611526056,5.630407893607815,1.7871963524698435,Iris-virginica
+35,4.601831291962728,3.6016667595322818,1.0000005853537983,0.1953531136587215,Iris-setosa
+36,5.086190055900594,3.500726477799614,1.3738400640265835,0.20104318718819245,Iris-setosa
+37,7.245175117999563,3.0,6.193890018281525,2.0483877477168093,Iris-virginica
+38,5.137518325168252,2.665691073721735,3.900331154932662,1.4114406712595968,Iris-versicolor
+39,6.8048132000990655,2.9375523990083887,5.768527104826718,1.8569580273704707,Iris-virginica
+40,4.885615541364973,3.0,1.367933954804085,0.2054374791766064,Iris-setosa
+41,4.893645867936789,2.391346032790283,3.552180110655956,1.010169046905382,Iris-versicolor
+42,4.9918458493339575,2.0,3.5772403288083456,0.9557195075300426,Iris-versicolor
+43,7.712796342691761,2.6216409159475393,6.899998991525443,2.297009663096918,Iris-virginica
+44,6.660987512739728,2.5107902288497943,5.807139548197729,1.7923923496826182,Iris-virginica
+45,6.847510032143391,3.130849782418263,5.547397519210733,2.2922037205632617,Iris-virginica
+46,6.030430894860248,2.8032113104209353,4.2130777738490615,1.1814511685521822,Iris-versicolor
+47,6.285844274920273,3.405022425907554,5.612203240281312,2.3988862696943154,Iris-virginica
+48,6.256153596256292,3.2104494444806635,4.626338936020842,1.5330995086035033,Iris-versicolor
+49,4.99491937887333,2.0,3.4799964968426655,0.9513997026530359,Iris-versicolor
+50,7.672487443531254,2.613367318000707,6.9,2.30222503210954,Iris-virginica
+51,4.984936560995805,2.444745992209496,3.3420242412463503,1.0790104182498206,Iris-versicolor
+52,5.2492869874713906,3.4097241250220787,1.4020124348807754,0.20322664850646174,Iris-setosa
+53,7.695501340859247,2.6031440336896305,6.9,2.306284230356768,Iris-virginica
+54,5.372960427493435,3.9,1.2591231133528566,0.37456664576673615,Iris-setosa
+55,4.668603313836084,3.418975807471895,1.4045863455978835,0.2981360297129077,Iris-setosa
+56,6.623268799508179,3.0698175503331613,4.594332429633332,1.4664317439729417,Iris-versicolor
+57,5.424817862465521,3.387415797492243,1.7465166310165068,0.20076270295355683,Iris-setosa
+58,6.186383624578293,2.2796154043464503,4.585898358398886,1.4900796495835578,Iris-versicolor
+59,6.89426617928229,3.1176069163766993,5.307976293366215,2.305293850554826,Iris-virginica
+60,6.218166371068494,2.2334959259254683,4.514161627608033,1.4819973861862923,Iris-versicolor
+61,4.895688385785891,3.0971830973797014,1.498817680392837,0.10000009748888487,Iris-setosa
+62,6.200697262767023,3.0,5.302422662070321,1.8426919240721027,Iris-virginica
+63,6.798779516549897,3.176515745250772,5.779444107085515,2.2903712053557475,Iris-virginica
+64,7.8999988197612865,3.7875547555823754,6.438671067582975,2.010268928819997,Iris-virginica
+65,6.0292740759713235,2.7883797530304735,5.410076906677745,1.7553803935575765,Iris-virginica
+66,7.706152899083149,2.9869583570449896,6.705273918869403,2.0691286748838946,Iris-virginica
+67,7.899998815456879,3.7930463473602947,6.375303724748496,1.9844012162377036,Iris-virginica
+68,5.465788321243255,3.3829294861321517,1.9199971592264324,0.19800803456402116,Iris-setosa
+69,5.854827775792287,3.0,4.318963791926996,1.4939973826757642,Iris-versicolor
+70,5.916479725062815,3.0,4.414508543278219,1.3603634881764672,Iris-versicolor
+71,6.039097243170029,2.684378960923141,5.169041234941388,1.5967882498259711,Iris-versicolor
+72,6.811647582817646,3.204870305452533,5.814875387741683,2.2798353542897103,Iris-virginica
+73,6.203874722753646,2.230195641423947,4.489586315159963,1.4785352209150144,Iris-versicolor
+74,6.354460374092566,3.3874409238795202,5.612212423383195,2.3972529035813324,Iris-virginica
+75,7.720290064392262,2.6152226922901227,6.9,2.310026002229886,Iris-virginica
+76,4.4,3.2465340142595296,1.2991469459180318,0.20470463334895464,Iris-setosa
+77,5.920527991131136,3.2615660049927078,4.478602947503536,1.5297151304527086,Iris-versicolor
+78,7.660685108878587,2.5877441706356588,6.9,2.3217670504478276,Iris-virginica
+79,6.661940918815426,3.045868507778146,4.52263425246979,1.4831245785479465,Iris-versicolor
+80,5.015685124457462,2.000000978449515,3.5416221984235023,1.0091922823898818,Iris-versicolor
+81,6.7938920890551815,2.5258147375615803,6.036027973263251,1.8386138572875548,Iris-virginica
+82,6.764159231304855,3.0,5.512106376793663,2.0570059086480548,Iris-virginica
+83,6.237905139480087,2.211647511864358,4.490425856984159,1.4945224272183995,Iris-versicolor
+84,5.650379521722758,3.0,4.463673715834862,1.4245575667666652,Iris-versicolor
+85,6.403598021647374,3.370789910713626,5.654233961553441,2.371509369868854,Iris-virginica
+86,6.74940443067733,3.249424250066321,5.69808126674232,2.1563748874024293,Iris-virginica
+87,5.3703075681036845,3.8999995613688196,1.2603087343673982,0.3408101003637073,Iris-setosa
+88,7.5960203607135,2.8631234067257734,6.5859223924551085,1.934727002272345,Iris-virginica
+89,6.007067834805109,2.7128231663674063,5.01886219976869,1.5880522414791034,Iris-versicolor
+90,6.657956675936588,3.095760239292883,4.641274499744198,1.4893373123038742,Iris-versicolor
+91,7.708148849527041,2.5884292597958924,6.9,2.2779377984423466,Iris-virginica
+92,5.592243511742374,3.7835356309217882,1.670103360986006,0.29820734537594995,Iris-setosa
+93,6.67152672783995,3.3132772462475573,5.630830846954511,2.1386468234772398,Iris-virginica
+94,4.60417079551889,3.626954728371,1.0000006518457485,0.19865523788582717,Iris-setosa
+95,5.407512512247185,3.9,1.3212965490292767,0.371995294813947,Iris-setosa
+96,5.036421646678494,3.501914837358625,1.3784246363960682,0.208545598429312,Iris-setosa
+97,6.2380697629414845,2.2924550211691335,4.522172212308189,1.4828039686810024,Iris-versicolor
+98,5.415095903466988,3.9,1.3034960512969866,0.4568891249883441,Iris-setosa
+99,4.659270347900035,3.321716427855309,1.4213807347981737,0.32638012579713377,Iris-setosa
+100,6.850355845946222,3.0,5.5242062682776325,2.105301611392637,Iris-virginica
+101,5.746402861735736,2.795934929371841,3.939658937435008,1.1823613663759924,Iris-versicolor
+102,6.301574198028202,2.2824751953109046,4.67286287932403,1.489671703373211,Iris-versicolor
+103,5.666074772250914,2.9125674639617904,4.422757376036149,1.3530792902148219,Iris-versicolor
+104,5.390643992135741,3.8999995799265634,1.3010061112106115,0.31119395415507445,Iris-setosa
+105,6.052126563263997,2.680384814309313,5.16381573524242,1.6152919956523148,Iris-versicolor
+106,6.764523221911521,3.2052716847118967,5.792286490672047,2.3073749142721383,Iris-virginica
+107,4.58796782249914,3.6442794808092063,1.0,0.2028868517631456,Iris-setosa
+108,6.292547967962703,2.3465762714609584,4.411724351177844,1.3102344173940113,Iris-versicolor
+109,6.827122317068496,3.158865684008383,5.618732420995281,2.299291727653808,Iris-virginica
+110,5.92251158577987,2.6964675896900268,4.147558054550123,1.0403028221281556,Iris-versicolor
+111,6.357683476086789,3.344521951951334,5.64645161669676,2.376858638094589,Iris-virginica
+112,6.211705148063426,2.293954327682334,4.673654376658908,1.5135821695627047,Iris-versicolor
+113,6.107545965745361,3.4008871651650527,4.594955046170099,1.61681802766529,Iris-versicolor
+114,5.572847284093797,2.5335943176294906,4.273580248688996,1.0818167960290836,Iris-versicolor
+115,5.469893924871276,2.364818707946741,3.643147689067853,0.9666453122571277,Iris-versicolor
+116,6.9056355314328774,3.0,5.377846185462249,2.221408135164861,Iris-virginica
+117,6.118500773614206,2.6059961420220943,5.641656546957457,1.4127409984359887,Iris-virginica
+118,5.07113057586515,3.414025730775837,1.5762593025313836,0.4602645350185694,Iris-setosa
+119,4.4000005569744705,2.9064029560329963,1.4074199997340489,0.20394654385516364,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/15/test.csv b/iris/tab_ddpm/2_3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/15/train.csv b/iris/tab_ddpm/2_3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/15/val.csv b/iris/tab_ddpm/2_3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/16/synth.csv b/iris/tab_ddpm/2_3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..287a488920a6b9143cd13c5c6a96615e9e865c86
--- /dev/null
+++ b/iris/tab_ddpm/2_3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.835388564824207,2.9932707390026128,1.3633983924764432,0.19201745889992383,Iris-setosa
+1,5.821689250726049,3.0,4.509849600009441,1.4998716171375932,Iris-versicolor
+2,6.7931220716881064,3.1983189810485695,5.7931035793254315,2.3063683241687203,Iris-virginica
+3,6.025838209724291,2.9990545331548923,4.2508666331968605,1.4782810972839615,Iris-versicolor
+4,6.753344224164046,3.1582409030287226,5.72463051963709,2.2048753064301,Iris-virginica
+5,6.1070929456098275,2.61922196923477,5.610466647666166,1.4195463926833274,Iris-virginica
+6,6.654871824891424,3.1139569897855695,4.70871295428344,1.4975980008139718,Iris-versicolor
+7,5.7828609645009745,2.302536624030112,4.157451829965179,1.1861988198950615,Iris-versicolor
+8,4.6301719576816955,3.4155303510638624,1.4016572575141681,0.4091732650632418,Iris-setosa
+9,5.391048559611101,3.3909326287939594,1.4866506176364576,0.2062578295661597,Iris-setosa
+10,4.96859831468641,2.4334504256237426,2.8733384874622474,1.006490479409625,Iris-versicolor
+11,7.9,3.806538347606806,6.379165895725292,1.9827705159200577,Iris-virginica
+12,5.841811198410283,2.939524538939619,5.042265474055249,1.8575561267522742,Iris-virginica
+13,5.629185105524495,3.0,4.395212327501099,1.4759768866385177,Iris-versicolor
+14,4.960355472347616,2.397828495152856,3.038417385683784,0.9761712557776665,Iris-versicolor
+15,4.819104157368239,3.4043014816013435,1.485029130791221,0.21140927305280977,Iris-setosa
+16,5.605122006359781,2.927176717307969,3.698783076660039,1.288527216556214,Iris-versicolor
+17,6.369105266141025,2.98011987608382,5.5405919020576135,1.7743035739303654,Iris-virginica
+18,5.7302256630512955,2.736199505644988,4.020695498469098,1.137868863805588,Iris-versicolor
+19,4.4,3.014751436153519,1.3203983074653718,0.1909992186670172,Iris-setosa
+20,6.259958462973259,2.249174135525098,4.37395589914425,1.4000854527936162,Iris-versicolor
+21,4.9597961455607855,2.4239696330091602,3.2606234123831213,1.008591720514233,Iris-versicolor
+22,5.056302435488645,3.4088112729740896,1.5005494448284984,0.4318074182038067,Iris-setosa
+23,6.2265624105688895,2.884827141105368,5.591108695020528,1.7775027367574388,Iris-virginica
+24,5.36836244493543,3.7156036732631748,1.496722162519666,0.20608268594913312,Iris-setosa
+25,6.098885206243123,2.6553758322814414,4.841171448457382,1.5421114826785935,Iris-versicolor
+26,4.4,3.2378059703250934,1.2862380751622062,0.1960327708684163,Iris-setosa
+27,6.522255287231142,2.97988788453655,4.317101578609425,1.3421647840052717,Iris-versicolor
+28,5.461948830278344,3.8999995673986088,1.2988139696966836,0.2990091815060292,Iris-setosa
+29,7.691633012675338,2.5712568387950503,6.9,2.313115356212065,Iris-virginica
+30,6.058801980180484,3.0,5.1571632215082115,1.8502816898210444,Iris-virginica
+31,5.040511140925476,3.7031235693135027,1.4940601742601938,0.22007889440152784,Iris-setosa
+32,4.400000442072111,2.950788994837397,1.3763415219445967,0.20017848278469916,Iris-setosa
+33,6.785257232760395,3.18763746249606,5.820678194979485,2.2698063743159795,Iris-virginica
+34,6.393354712645928,3.0,5.379609500301372,1.7931888656860833,Iris-virginica
+35,5.531589693381088,2.5923148124239357,4.328045745642076,1.1576672823314815,Iris-versicolor
+36,6.210108264222021,2.8265385973495922,5.571361868568527,1.6731042756041563,Iris-virginica
+37,4.592213598456436,3.609296800569314,1.000000391882612,0.1972090214438907,Iris-setosa
+38,4.773368311101306,3.0,1.396100292211909,0.1,Iris-setosa
+39,5.098335321610334,2.4562852244472335,3.451822625193,1.138890758105277,Iris-versicolor
+40,5.249412590228168,2.502217915715034,3.577173065781056,1.1301750602764187,Iris-versicolor
+41,5.642885117686351,2.861350919188998,3.6727806398659593,1.3006530695982708,Iris-versicolor
+42,6.54658528997943,3.0,5.754734111091191,2.149052012464287,Iris-virginica
+43,6.397964161750907,3.3504353018718374,5.676944600543498,2.3819990582163224,Iris-virginica
+44,7.9,3.7665682992960248,6.441863044896207,2.0425726253717116,Iris-virginica
+45,5.016423562631443,2.0000015334651735,3.5956246735365833,1.0050473821548496,Iris-versicolor
+46,7.89999852980626,3.8011593806902866,6.488783553386334,1.9814442445830112,Iris-virginica
+47,4.722376884079543,3.4189103553268714,1.4417035665562898,0.2945264751328277,Iris-setosa
+48,5.5198042771548925,2.433682449548622,3.794517558656462,1.0543754437504809,Iris-versicolor
+49,5.43377002098271,3.3880037014221083,1.533831392518009,0.4226157397850597,Iris-setosa
+50,7.600017977856817,2.837715214701931,6.6444393470882135,1.944342244572367,Iris-virginica
+51,5.8812050569162615,2.815069103266886,5.128251026823309,1.8425891404176462,Iris-virginica
+52,4.81239747628615,3.3826985561331355,1.4891159631882593,0.19913165975489522,Iris-setosa
+53,7.69181658803146,2.627072469483199,6.899998754621116,2.2893460777128545,Iris-virginica
+54,5.586228387997079,2.5361581506695314,3.8504513780292706,1.0618731580524086,Iris-versicolor
+55,6.432298732016613,3.2230107792733187,4.803414912271106,1.5881913627166,Iris-versicolor
+56,6.011042186326702,2.8247673857254405,4.5663645025001705,1.2928949555186895,Iris-versicolor
+57,5.966980330831939,3.4238574827429646,4.53693405177243,1.580890390316749,Iris-versicolor
+58,7.642647542378832,2.9754202054966425,6.629489176653429,2.070662554749404,Iris-virginica
+59,5.855763148360732,3.0,5.150344477644541,1.8022318283876533,Iris-virginica
+60,6.8239275524541085,3.0,5.515889120317506,2.1140065773010774,Iris-virginica
+61,5.390997349695215,2.4219004784641305,3.588539265519697,1.025266010163544,Iris-versicolor
+62,6.184799306678336,3.0,5.14007302368403,1.8388145767781858,Iris-virginica
+63,6.0114460733183925,2.8341343089884745,5.46791488156579,1.7969052211075442,Iris-virginica
+64,6.470867663933494,3.1780837337058765,5.0665361820714505,2.030260755718055,Iris-virginica
+65,6.229425560013985,2.250360578873649,4.467278751725878,1.3542121841461296,Iris-versicolor
+66,5.13940580504315,3.477617664398947,1.400111968300008,0.19969097421741672,Iris-setosa
+67,6.319944619656463,3.2697189166299157,4.7345078477309315,1.5449264377465495,Iris-versicolor
+68,6.55560110095882,3.098496088634968,5.220744227379872,1.9134287793957132,Iris-virginica
+69,7.068244082553905,2.886360431864898,6.160111587650857,1.7355894504122018,Iris-virginica
+70,5.021165740967646,3.474832104468394,1.4065749296666634,0.20880015597584575,Iris-setosa
+71,6.348949215656191,3.3745214687360963,5.702850423513465,2.379265188983573,Iris-virginica
+72,5.143564103390648,3.7649664697586678,1.8257770222175804,0.19756762005030037,Iris-setosa
+73,6.137482365353087,2.223200732302161,4.44897913612391,1.4921565987601768,Iris-versicolor
+74,5.556264890406241,2.478304486735914,3.8787760374623,1.0943455764811165,Iris-versicolor
+75,4.896107703952821,3.4119943934363066,1.709668272446381,0.2047157113537219,Iris-setosa
+76,7.001814644590806,3.1764169045347552,5.880625485324743,2.285594718554324,Iris-virginica
+77,5.446416651397297,3.6848682999640565,1.5851179551591092,0.22087565955164373,Iris-setosa
+78,6.733485884396496,3.316552863952203,5.714341090556043,2.499999574062616,Iris-virginica
+79,5.991600983671264,3.0,5.033420501687163,1.750024378948118,Iris-virginica
+80,4.93284410854087,2.449892806854496,3.169144901068715,1.0197935707286727,Iris-versicolor
+81,6.627290229682676,2.969218605086166,4.490117933862614,1.418016093295206,Iris-versicolor
+82,7.6949133823537865,2.619051576161844,6.899998595255736,2.3052334537568457,Iris-virginica
+83,5.0894842791083255,3.300030803482503,1.4032026716922483,0.20292851504377124,Iris-setosa
+84,5.501488644826992,3.768668304806095,1.4998749223202288,0.3677611847123224,Iris-setosa
+85,6.148817831462326,2.8173175268946777,4.659649702475332,1.1991093155497075,Iris-versicolor
+86,5.898764486412227,2.9046234408550897,4.54370959882947,1.311501050308857,Iris-versicolor
+87,5.365340253298428,3.4442701068024655,1.4958792708127764,0.39356249757039624,Iris-setosa
+88,6.135296505914175,2.9268493726727756,5.543256161871468,1.8419014097210982,Iris-virginica
+89,4.638462112716303,3.5543733224209526,1.000000476864941,0.20304437258738797,Iris-setosa
+90,6.656951406816532,3.0,4.476600282508016,1.4264929589807431,Iris-versicolor
+91,4.659940869056318,3.212850332245822,1.3761422254735234,0.2966222510008913,Iris-setosa
+92,5.367349590923673,3.9,1.3052534543754777,0.29998960975846356,Iris-setosa
+93,5.63479715167238,2.9536846687160327,4.214789265200763,1.287645887077153,Iris-versicolor
+94,6.87558444408803,3.184257720835071,5.902573988262073,2.3030708839552263,Iris-virginica
+95,5.979760613890841,3.4192508798172083,4.541518490468406,1.6544069812983968,Iris-versicolor
+96,7.380435630854331,2.855214695293488,6.366651266941646,1.8251520723930108,Iris-virginica
+97,5.00158884184642,2.0,3.501230311750968,1.0378506850167215,Iris-versicolor
+98,5.693023837311087,2.5019517028431406,3.970719156659836,0.9516348935366117,Iris-versicolor
+99,4.820367932087444,3.0,1.4032177414882887,0.1,Iris-setosa
+100,5.819056676199949,2.65433343288573,5.057110390363196,1.8853758151601185,Iris-virginica
+101,5.59705521895777,2.5535154408059637,4.2368495205964045,1.127048905488747,Iris-versicolor
+102,6.277870297752236,2.272510706699274,4.3922369332674815,1.2592851571465742,Iris-versicolor
+103,5.395250210635826,3.40076238184083,1.5675196888653633,0.27575174304285377,Iris-setosa
+104,4.922174264005061,3.106190407778732,1.4842262945172369,0.1,Iris-setosa
+105,6.680012158654186,3.094221240882842,4.629362313678393,1.4835551797120519,Iris-versicolor
+106,5.928971246692044,2.8064443587263477,4.6339259327004845,1.1533076640374045,Iris-versicolor
+107,5.816678608301819,3.0,4.35648576509843,1.4432703537616804,Iris-versicolor
+108,6.551309718555316,3.0,4.332074555992192,1.3739134061034435,Iris-versicolor
+109,6.202927210929589,2.8156818953416303,4.703606558527068,1.2404510423230315,Iris-versicolor
+110,6.254016080151144,2.904368648638489,5.601421067877893,1.8147663205746438,Iris-virginica
+111,5.4929597070511065,2.763456190088638,4.4100799645647335,1.3198232793597864,Iris-versicolor
+112,7.67184342206427,2.5993674077561852,6.9,2.3001312096560724,Iris-virginica
+113,6.24776271310054,3.4098199439927077,5.634766293681816,2.4034271742828475,Iris-virginica
+114,4.4,2.883311719419953,1.4035042197308762,0.19389359564059433,Iris-setosa
+115,5.166721250243979,3.66744265081934,1.7416367424836647,0.4284639810151484,Iris-setosa
+116,5.329640136587989,2.5749567553801613,4.109634817236376,1.21486832322648,Iris-versicolor
+117,6.931883537903922,3.194239845580975,5.902574214707851,2.28838948069083,Iris-virginica
+118,5.169210261570461,2.7228512119213946,3.825618797782583,1.3999696418610803,Iris-versicolor
+119,6.471499575517162,3.0,4.347440564297133,1.4293018040192194,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/16/test.csv b/iris/tab_ddpm/2_3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/16/train.csv b/iris/tab_ddpm/2_3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/16/val.csv b/iris/tab_ddpm/2_3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/17/synth.csv b/iris/tab_ddpm/2_3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f56894e9a28ce5abb53f65057e692e807f09e01
--- /dev/null
+++ b/iris/tab_ddpm/2_3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.053955207346499,2.503523179780701,3.16648852110687,1.10224663220552,Iris-versicolor
+1,6.571715800937631,3.0376276455440028,4.6723132984598665,1.4490385084901065,Iris-versicolor
+2,5.262403173030192,3.4148469529094414,1.4963686988625877,0.4018057038735929,Iris-setosa
+3,5.314154112215368,3.6076259964218376,1.4874444533768936,0.20603864134564714,Iris-setosa
+4,6.854119305458419,3.204378073518259,5.751890281962252,2.3118894736779434,Iris-virginica
+5,4.600221672509339,3.598697984990009,1.000000763461625,0.1980592122096248,Iris-setosa
+6,5.389486954794841,2.457094987439811,3.4867189071342533,1.0482416109163724,Iris-versicolor
+7,6.146245581834104,2.9089521123706836,5.563993467027839,1.8129514215681721,Iris-virginica
+8,5.030879533214862,3.3916482837510347,1.6202722649035868,0.4021433169539062,Iris-setosa
+9,7.04802375604358,2.8838725674232193,6.146650877630725,1.7361425546543632,Iris-virginica
+10,6.116855727944947,2.6035583328483334,5.600694588105968,1.397903226944858,Iris-virginica
+11,6.95759771547763,2.944182108958894,5.942005384441907,1.9073707040821664,Iris-virginica
+12,6.45865083752266,3.1728907856821364,4.740580401968458,1.5169322322136043,Iris-versicolor
+13,6.295032289449927,3.0,5.229696401741842,1.7719851434495149,Iris-virginica
+14,6.721647036096929,3.042094379400574,5.600492789367817,2.0597591556132206,Iris-virginica
+15,4.4,2.920785485436356,1.39799394409427,0.1998939052674884,Iris-setosa
+16,6.149581158291983,2.5090799360664375,5.092701419490305,1.8810297945393895,Iris-virginica
+17,6.420147589546397,3.0,5.776604093826327,2.199491222937083,Iris-virginica
+18,5.419673624660379,3.9,1.3188761941497278,0.46596487853778445,Iris-setosa
+19,5.2126801760644,2.700176446122306,3.8596863414773406,1.3986874634514592,Iris-versicolor
+20,6.529195451286446,3.192419240825067,5.060930090551194,2.007580723922272,Iris-virginica
+21,6.714602263019544,3.3184393303274637,5.707013073165325,2.499999584049538,Iris-virginica
+22,5.1422519549581605,3.699656683616885,1.4965454537206822,0.4433350613184388,Iris-setosa
+23,4.595605430138904,3.6188501403513067,1.0000004364184707,0.20093826512406707,Iris-setosa
+24,5.480605662816249,3.8994224836893725,1.4418103369174489,0.38092914323363847,Iris-setosa
+25,7.687649421397156,2.6318149799619914,6.9,2.282641624422231,Iris-virginica
+26,5.031669800367166,3.6245345574835732,1.437029743851557,0.20740606654758575,Iris-setosa
+27,5.200887499319625,3.466439868142024,1.4367609413195865,0.19940025617403928,Iris-setosa
+28,6.0075923480776225,3.3764775668775853,4.4762812505275456,1.5275263383894842,Iris-versicolor
+29,5.721270006339405,2.7524408544098167,4.5485177297044554,1.3004752030674043,Iris-versicolor
+30,5.356787532318493,3.514870033573083,1.5325861078134682,0.3440126683618178,Iris-setosa
+31,5.921253087624983,2.7075798111699974,5.135833096788582,1.5811118613897261,Iris-versicolor
+32,5.166798372801796,3.465405077672927,1.4070595000306898,0.20407315786677177,Iris-setosa
+33,5.816312461493745,2.9792204615665097,3.9928025844409043,1.4447263028458448,Iris-versicolor
+34,5.130680555567847,3.4533739296855623,1.4012914756123358,0.19881564253212913,Iris-setosa
+35,5.672788083357396,3.0,4.458258471698298,1.3902595527553727,Iris-versicolor
+36,5.365862052486013,3.726442502495832,1.4960542915296238,0.20310939775795656,Iris-setosa
+37,6.714131810747987,3.1148704577727626,4.679764961572387,1.509452692190444,Iris-versicolor
+38,5.651962033601407,2.8318801806728717,3.675929969044092,1.196058747636974,Iris-versicolor
+39,6.012275547044962,2.7672240754552915,5.019952102543125,1.5712452981074572,Iris-versicolor
+40,6.953770882075929,3.1696163502430252,5.791046443920023,2.2728732752532146,Iris-virginica
+41,5.029692233346934,3.3691749065231824,1.715941455750359,0.3780148952209919,Iris-setosa
+42,7.74534223953233,2.576378953737778,6.9,2.330211039400567,Iris-virginica
+43,5.209502683933535,3.723684222083981,1.4897197540373168,0.2022793477384926,Iris-setosa
+44,5.381351461677012,3.405388552470577,1.4925972710656534,0.3916894572773386,Iris-setosa
+45,7.699808717418,2.583489336382873,6.9,2.2840469463459994,Iris-virginica
+46,4.4,3.232416766585743,1.2691352207743318,0.19651969890081356,Iris-setosa
+47,5.783774125655867,2.667765788287439,4.429773626354347,1.1538892740231526,Iris-versicolor
+48,4.875139791885681,3.051549498514024,1.4803201673581348,0.1,Iris-setosa
+49,4.400000501268897,3.176833756230791,1.324712063436035,0.1995851184173853,Iris-setosa
+50,6.630634634709606,3.0992103030500067,4.605447932384486,1.4958071130418455,Iris-versicolor
+51,6.013767332870289,2.2139853312313744,4.975544301229783,1.5183812722862393,Iris-virginica
+52,4.940306542637873,2.4448049090050867,3.1199066566997575,1.0230007644215708,Iris-versicolor
+53,5.749976402618172,2.612927321490792,3.8379237082002233,0.8353744415946474,Iris-versicolor
+54,5.393455037576492,3.9,1.3322607512554256,0.3711341469248012,Iris-setosa
+55,5.853229280747714,2.8887284354525637,4.442128803195864,1.3184151621907045,Iris-versicolor
+56,4.400000689164556,3.1657934343009093,1.3086747489119674,0.2103849090297042,Iris-setosa
+57,5.126734978781424,3.776892163542862,1.636986555042534,0.20017716954127499,Iris-setosa
+58,5.645784144978342,2.9972803577201352,4.183046468620627,1.305645991533418,Iris-versicolor
+59,6.007127944408328,2.766894442697739,4.874542662740506,1.5776585099328602,Iris-versicolor
+60,6.216422676365861,3.0794784198192775,4.4997415808639145,1.5306697629945631,Iris-versicolor
+61,5.880831314476868,2.8618992093079676,4.384961018471037,1.2454080893762878,Iris-versicolor
+62,5.423084628460736,2.771477901803654,3.5849622342226333,1.2275094634200219,Iris-versicolor
+63,6.596299071440171,3.0,4.543635211417283,1.452142512968878,Iris-versicolor
+64,4.495324076274539,2.331030377524761,1.298322362075241,0.3759013292261874,Iris-setosa
+65,5.4304837881315215,3.3930783104201345,1.6383634229474737,0.22440228659361453,Iris-setosa
+66,6.158975587288679,2.267873075920649,4.30281646870325,1.3066074001731989,Iris-versicolor
+67,4.898707313183328,3.13828001340484,1.5795894934371721,0.1,Iris-setosa
+68,7.675358660190722,2.6322695859362812,6.899998257534613,2.2932451029345877,Iris-virginica
+69,4.606891905344556,3.416075857119207,1.4048739473054344,0.4032535967075806,Iris-setosa
+70,6.875451491195592,3.109220509948768,5.1248914890133355,2.301883087303593,Iris-virginica
+71,5.379170104812037,3.751247435793913,1.5203401520586353,0.22506676101602868,Iris-setosa
+72,6.663400123177628,3.2247314124506663,5.731365366898448,2.0937313529877337,Iris-virginica
+73,5.790753864204628,3.1591556403604364,4.477693422037911,1.4986480905660193,Iris-versicolor
+74,5.009097717919476,2.0,3.5298273130058866,1.018575344117518,Iris-versicolor
+75,5.022038921721644,2.0000006542802584,3.554605435765213,0.8584030855792075,Iris-versicolor
+76,4.882977576713743,3.0,1.397981403848278,0.26902826653154077,Iris-setosa
+77,4.828278721943576,2.9398974897006154,1.3781636557590828,0.20923020240337453,Iris-setosa
+78,6.166965957138292,2.706798313876205,5.607195375530003,1.4809559830698877,Iris-virginica
+79,5.617674500354717,2.8953134597119035,3.647549929659486,1.30777744530257,Iris-versicolor
+80,7.335167057448739,2.909996279380615,6.269942999941313,1.7949817853273253,Iris-virginica
+81,5.3613153884624705,2.915332148315196,4.284720057112942,1.4578303234211893,Iris-versicolor
+82,5.927031373672952,2.1752669044762056,4.966777410017138,1.4783963365771973,Iris-virginica
+83,5.870843284535765,3.0,4.231187917472156,1.495815783396165,Iris-versicolor
+84,5.379945249923741,3.3914008289776394,1.4976134757220356,0.19782325205615064,Iris-setosa
+85,6.014687170387437,2.5257736252004497,5.574680982241551,1.4412251753938383,Iris-virginica
+86,5.58902737899156,2.90806122027502,3.8315032940235407,1.371343467339249,Iris-versicolor
+87,5.9406365001775345,2.7750750872143457,5.03384925187104,1.5961973130230298,Iris-versicolor
+88,7.141598700003688,2.9988990002895703,6.102607945842441,2.033736534222258,Iris-virginica
+89,7.73050286928845,2.7916072071683575,6.722883411552327,2.0070713941866787,Iris-virginica
+90,4.687758670226728,3.418503881218878,1.4463456527758445,0.2384273808698087,Iris-setosa
+91,4.731225705142071,3.402901751148903,1.447294604699138,0.24018054480772943,Iris-setosa
+92,5.662701879495058,2.847072449084056,3.8807278053477456,1.270855839185113,Iris-versicolor
+93,6.804805194561149,3.0271345824070788,5.155484151718935,2.250026835426491,Iris-virginica
+94,5.376437696526986,3.4061170748454597,1.4954310197735337,0.29639898356567385,Iris-setosa
+95,5.027978158554751,3.6907899215293427,1.4153711554880628,0.1997234681737581,Iris-setosa
+96,6.476510794418941,2.9512973832747367,5.585899383535294,1.7997237846752132,Iris-virginica
+97,5.954634948240055,2.7686799129962196,4.298443032690563,1.082050287071992,Iris-versicolor
+98,4.985455032511965,2.0,3.520746790891019,1.0107638880451346,Iris-versicolor
+99,6.300793313310094,2.4588725117781474,5.030087700165319,1.8924446878822991,Iris-virginica
+100,5.9049974361819455,3.0,5.1867003965434195,1.8160210808522825,Iris-virginica
+101,7.9,3.805077973963475,6.43309109078106,1.9909711694210699,Iris-virginica
+102,5.406842636640287,3.8999990720282263,1.3006596314139998,0.4067927477665386,Iris-setosa
+103,7.728330778409443,2.775594594169212,6.7278971545376915,2.0165676312012732,Iris-virginica
+104,6.929187782423376,3.0770825371540527,5.224265629534179,2.28779769626988,Iris-virginica
+105,6.683791656809819,3.307767891573764,5.671071555457276,2.499999457707095,Iris-virginica
+106,5.680961294202593,2.9830756126217164,4.4957475003606255,1.5093372665191205,Iris-versicolor
+107,7.899998849999918,3.806742377268762,6.407641446210865,2.0255414178917577,Iris-virginica
+108,5.500912077328742,2.8549595389569737,4.31148828795903,1.3745356744265749,Iris-versicolor
+109,4.997663607806879,2.0,3.525817496096764,1.0344053335244123,Iris-versicolor
+110,5.968327002418384,2.170169527143419,4.9998600045195065,1.4960740267046992,Iris-virginica
+111,4.581946649701946,3.61272850182145,1.000000413467213,0.19498563585474424,Iris-setosa
+112,6.799489417272729,3.1972670096829945,5.766396036904418,2.290527927195608,Iris-virginica
+113,5.610547162842759,3.0,4.475779202086759,1.4967341298013561,Iris-versicolor
+114,6.233437359516713,3.273963897210536,4.717085202529854,1.5683902483902097,Iris-versicolor
+115,4.594832737944408,3.593885625191961,1.0000005916219628,0.2013959306880379,Iris-setosa
+116,7.899998853148149,3.8069306350780683,6.392723351265657,1.9734288756828036,Iris-virginica
+117,5.029599518695725,2.000000606438865,3.410453458494419,1.0298411354228147,Iris-versicolor
+118,6.8653070350059275,3.1889519608271533,5.84259992312506,2.304101139945948,Iris-virginica
+119,6.15083025617029,3.1695731136558325,4.60114298010268,1.4661848573199674,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/17/test.csv b/iris/tab_ddpm/2_3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/17/train.csv b/iris/tab_ddpm/2_3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/17/val.csv b/iris/tab_ddpm/2_3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/18/synth.csv b/iris/tab_ddpm/2_3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce01521adc67f5202f86f15f6ebd012624579e53
--- /dev/null
+++ b/iris/tab_ddpm/2_3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.799588379969016,6.365984270815161,2.001875527486355,Iris-virginica
+1,4.8165827149656355,3.3941538762193466,1.5022061373095672,0.19897194576538418,Iris-setosa
+2,5.222283788666842,2.697023058943096,3.976049138822737,1.3813764007077247,Iris-versicolor
+3,6.724769609509809,3.0771616851113817,4.644109103175378,1.4673394672520605,Iris-versicolor
+4,5.007074112962552,2.477394749129394,3.10128724748057,1.0704355226021103,Iris-versicolor
+5,5.188159114772294,3.37823867276475,1.3779710883353302,0.20522067495270052,Iris-setosa
+6,5.659640879788365,3.8020910591879367,1.615260541541795,0.295165970810027,Iris-setosa
+7,5.191590783657942,3.4066479248654047,1.408053582639641,0.20126794870579584,Iris-setosa
+8,4.609124244696246,3.6104370861996333,1.0000004921682426,0.19654278813486112,Iris-setosa
+9,6.666608364177501,3.2496696677919963,5.589829333602424,2.059324332563622,Iris-virginica
+10,7.067800489961292,3.2004683337090993,5.770898381032901,2.290348101016995,Iris-virginica
+11,5.289540770563105,3.677121997323497,1.4991004595746455,0.20672220445380046,Iris-setosa
+12,7.40492517611308,3.0,6.379645284217856,2.097496546179669,Iris-virginica
+13,5.581945534295759,2.998417414578026,4.069377987436203,1.3086628349627496,Iris-versicolor
+14,6.258009857364187,2.2597715729676056,4.371880207752955,1.3195359604153065,Iris-versicolor
+15,7.686313259853731,2.6247136817371657,6.9,2.32900134385843,Iris-virginica
+16,7.715676916229525,2.805282632020968,6.722983406108418,1.9822331177698207,Iris-virginica
+17,6.216045014078835,2.502557124354123,4.741063692745891,1.4987752873361433,Iris-versicolor
+18,6.801075372005042,3.2035716102367235,5.758187501850861,2.28599107987641,Iris-virginica
+19,7.747620346578877,2.555212891074811,6.9,2.343098159145724,Iris-virginica
+20,6.0400794285471235,2.2053839668623594,4.968773401253618,1.5028114833225619,Iris-virginica
+21,6.799261009664904,3.233971349782846,5.735763139317216,2.252615225416394,Iris-virginica
+22,6.706919877194751,3.2848012197390144,5.687195422452818,2.499999201733952,Iris-virginica
+23,5.658159901105519,3.790033813965649,1.6461608282227695,0.2978221067576797,Iris-setosa
+24,5.507497391923532,2.4509470755886786,3.7087089685532035,1.021678552905254,Iris-versicolor
+25,6.515658897812489,2.9635348365016037,4.345149775078343,1.3403849424489098,Iris-versicolor
+26,5.25621514022764,3.396489990453658,1.4889580261375002,0.38489562840225866,Iris-setosa
+27,4.8886950059852765,3.426576682902417,1.5873864387121852,0.20239248423988404,Iris-setosa
+28,6.635701496764158,3.045906538631295,5.782095948078177,2.247574806150117,Iris-virginica
+29,7.9,3.8289675186000416,6.4506646095752584,2.0147626195073927,Iris-virginica
+30,6.993345440304668,3.127651392075083,5.122542990348374,2.2990210120695904,Iris-virginica
+31,6.675534281326792,3.317482778907357,5.72870512284535,2.5,Iris-virginica
+32,5.936916891610756,3.1887652927242396,4.519932072089307,1.5320240833673309,Iris-versicolor
+33,6.313460931095718,2.4457282274614407,4.85645878738313,1.509120191958821,Iris-versicolor
+34,5.789947472959491,3.0,4.189612903284661,1.448553614161215,Iris-versicolor
+35,5.452281489170684,2.5749805729968025,4.372144872216732,1.1691043103081906,Iris-versicolor
+36,6.659927286264116,3.2573357874689504,5.403197926564131,2.153690849181857,Iris-virginica
+37,6.680929755121632,3.1006610388382114,4.691284720787505,1.4936002286650376,Iris-versicolor
+38,4.806443473069691,3.4017550706442434,1.6019052841304668,0.2067006743394536,Iris-setosa
+39,5.171021378593443,2.677246580954207,3.8333951093052034,1.3863019228329136,Iris-versicolor
+40,4.844712284714071,3.4003986297190734,1.8086149024939562,0.2028256696002905,Iris-setosa
+41,6.481140623822562,3.0,5.513569022383795,1.8542820613268003,Iris-virginica
+42,7.728788440618563,2.57373951663784,6.9,2.281980636404419,Iris-virginica
+43,5.101523019727024,3.535286370191071,1.4048627803494873,0.19457510762796743,Iris-setosa
+44,6.72301970461918,3.0622033630035674,5.681247576028228,2.069473257768967,Iris-virginica
+45,4.979128419421336,3.406597997561689,1.5787044341781888,0.3637450460968173,Iris-setosa
+46,5.792499892489061,2.7356367448825747,4.265558620056371,1.0176036691260653,Iris-versicolor
+47,4.809601213653726,3.0,1.3977995225950104,0.2530306876124104,Iris-setosa
+48,4.802992870616283,3.3939075479369833,1.640411673963656,0.20580939153124117,Iris-setosa
+49,6.648322230438571,3.0483865709991913,4.624848126764277,1.4746904143737636,Iris-versicolor
+50,6.17118789126376,2.3201642898687553,4.332222346913745,1.2317088873912327,Iris-versicolor
+51,4.918711595542486,3.0,1.409200754669526,0.1987529944684246,Iris-setosa
+52,5.199956702868861,3.722898555153793,1.8556947083017523,0.40594809243710495,Iris-setosa
+53,4.612226431416668,3.5998677198695677,1.0,0.2056203233764682,Iris-setosa
+54,5.043204987116869,2.497355272617636,3.1052158262224574,1.0921604147773805,Iris-versicolor
+55,5.561637670362036,2.9128560735511404,3.6087472341084665,1.3015488266556632,Iris-versicolor
+56,6.809629049959158,2.7984585229302876,4.78177678393308,1.4014733586687438,Iris-versicolor
+57,5.638095920208694,2.892025895178868,3.7481801360793234,1.3060922806422466,Iris-versicolor
+58,4.599533040389347,3.6318644306181485,1.0,0.1951972688362642,Iris-setosa
+59,5.012029037488521,3.662551004663081,1.4211070078025854,0.20276395802346073,Iris-setosa
+60,6.865702947962792,2.857467028762805,4.834301986015159,1.4062115006909852,Iris-versicolor
+61,5.975350965843104,2.9192566674566014,4.581005492270323,1.3367491295397353,Iris-versicolor
+62,5.268663743029868,3.4096038597736644,1.4127317800576034,0.19941454443130796,Iris-setosa
+63,7.708758941090972,2.6082100707318956,6.899998951713242,2.3058172523056464,Iris-virginica
+64,6.304085881865682,2.28201000810394,4.40792302016743,1.3098738562901138,Iris-versicolor
+65,4.797052127366,3.0,1.4008262887203877,0.10000011076104709,Iris-setosa
+66,4.4,2.902087109479441,1.3933343639710267,0.20266279399475326,Iris-setosa
+67,6.560193663045301,3.0,4.3857709417696435,1.3910420192356618,Iris-versicolor
+68,6.819540206582921,3.1537317210310443,5.814722351286658,2.295155444880664,Iris-virginica
+69,5.113659328837726,3.6997472479138325,1.4907773337493222,0.4005824277958353,Iris-setosa
+70,6.3860386604716215,2.8863331569465895,5.629220505216934,1.771722233590718,Iris-virginica
+71,6.706503642943483,3.0227555560926023,4.685971834915789,1.490738789126118,Iris-versicolor
+72,6.669922631147335,3.2893396362971807,5.72477783343433,2.499999408561538,Iris-virginica
+73,6.47499341303572,2.929540595413879,4.363133297606097,1.325713983627976,Iris-versicolor
+74,6.046581847859429,2.6171166692287353,5.475522781012369,1.5348878379017832,Iris-virginica
+75,7.579846384248808,2.842924603301799,6.62848861490305,1.9293812464526163,Iris-virginica
+76,7.711299762600564,2.596268048771346,6.899998883248042,2.2987883804843223,Iris-virginica
+77,7.693886095060182,2.8106131961097858,6.693266338110424,2.018941215893053,Iris-virginica
+78,5.107610352377033,3.479043463543364,1.3859042503475634,0.28579699374354983,Iris-setosa
+79,5.87328530087463,3.0,5.09068904336341,1.768644356362709,Iris-virginica
+80,6.327565978898944,2.373961057619537,4.45847700645436,1.27418893072431,Iris-versicolor
+81,4.400000675319165,3.178765111329487,1.2643692091849088,0.1978330552123602,Iris-setosa
+82,5.940969208881625,3.0,5.1124316881808465,1.8254292711602136,Iris-virginica
+83,7.537244345921878,2.812556456128545,6.625538325371635,1.9363714143487283,Iris-virginica
+84,5.45168129293518,2.6060706744875137,4.398900044296319,1.2243726301196127,Iris-versicolor
+85,5.3254014696018475,2.5139869739688288,3.9688915340226023,1.1202878617681602,Iris-versicolor
+86,4.625523889198107,3.641442499915895,1.0,0.19062631671679076,Iris-setosa
+87,6.100549400774416,3.017086673683734,5.074996972321831,1.8933252983285351,Iris-virginica
+88,6.724911207864199,3.248371965981185,5.716821066114101,2.079036927162902,Iris-virginica
+89,4.855000822125114,3.0692193047985223,1.490500117739027,0.10000009291681225,Iris-setosa
+90,5.530377243504785,2.583065266081489,4.29744386224978,1.1826294631220082,Iris-versicolor
+91,5.856987324410568,2.738338342535926,4.283846525386739,1.129718872012589,Iris-versicolor
+92,5.0656215783401075,3.509795068424282,1.4037812873878357,0.19651837374409814,Iris-setosa
+93,4.400000568420201,3.0,1.3364536940909106,0.1924398946498242,Iris-setosa
+94,5.850566814066328,3.0,4.21135213554044,1.4817467922968073,Iris-versicolor
+95,5.112214357373736,2.5062855108027513,3.052453730452796,1.081344218710043,Iris-versicolor
+96,5.821479468698486,2.715767552723653,4.1524645974994945,0.9673625504758794,Iris-versicolor
+97,4.815911103852586,3.0,1.3844995256908281,0.10000010984129733,Iris-setosa
+98,5.634290455255645,2.973153831667227,3.973493028366912,1.2916738219572665,Iris-versicolor
+99,4.4836439341640695,2.2571359608959596,1.2811546389272912,0.2887057446175151,Iris-setosa
+100,4.890932281606812,3.1195403216514315,1.4787545023164803,0.1000000959493345,Iris-setosa
+101,4.99025977923007,2.0,3.132103203830871,0.9643708337714894,Iris-versicolor
+102,6.572762168964117,3.0192979580358674,5.295677059485147,1.9638762328616108,Iris-virginica
+103,6.405870191856705,3.0,5.726626974468019,2.0832745162923865,Iris-virginica
+104,6.471001061509847,3.0,5.783259966533302,2.1970674491719357,Iris-virginica
+105,5.705674045070484,2.7128103285092253,4.443835340258025,1.1458144025202943,Iris-versicolor
+106,5.671812682540908,2.846311361604028,4.0773318161480745,1.225693804360645,Iris-versicolor
+107,6.025170465911512,2.96643785015938,5.409194488451264,1.8615505466834297,Iris-virginica
+108,5.194181464476375,3.6842780579307237,1.4963930172082716,0.3924102510889281,Iris-setosa
+109,6.94306413332922,3.193794046953072,5.755827605124875,2.3202211600650524,Iris-virginica
+110,4.4,2.9121797847003195,1.3842778980923647,0.19860680350339294,Iris-setosa
+111,6.051746633355752,2.3711704722490263,5.335772620501568,1.4586336664194461,Iris-virginica
+112,4.8323046597015855,3.0,1.410951015399754,0.1,Iris-setosa
+113,5.886786702040041,3.0,5.040021554888696,1.8173852398847152,Iris-virginica
+114,7.1977557976277655,2.8753523366183633,6.160590491926024,1.7598113006554532,Iris-virginica
+115,6.312468226452217,2.9247122209216863,5.594650380021072,1.8303051243504191,Iris-virginica
+116,5.87654874448629,2.6935236944482916,4.331983976195308,1.0682959114272947,Iris-versicolor
+117,4.4,3.13550376953672,1.3179754862899995,0.20393106464251623,Iris-setosa
+118,6.6773079946407154,2.502518581498225,5.824105664772219,1.8030904996045518,Iris-virginica
+119,5.061099958817001,3.5034754978000513,1.3970692823979942,0.19722282721178247,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/18/test.csv b/iris/tab_ddpm/2_3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/18/train.csv b/iris/tab_ddpm/2_3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/18/val.csv b/iris/tab_ddpm/2_3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/19/synth.csv b/iris/tab_ddpm/2_3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80fbfefd33d3ad24c7693b4c8db6a81c563ec810
--- /dev/null
+++ b/iris/tab_ddpm/2_3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.171980305131204,2.6312406659700756,5.6081246771811,1.4124884597421261,Iris-virginica
+1,5.104893814266996,3.5073985199370803,1.3824128318353477,0.3210785193834963,Iris-setosa
+2,7.5159379943827185,2.8310352412879576,6.492947414791827,1.8762812160104831,Iris-virginica
+3,7.9,3.8014352700603817,6.434361438398728,2.0063234219847237,Iris-virginica
+4,6.387256305008641,3.286559913555498,5.697859972609034,2.3568153971872965,Iris-virginica
+5,6.59120939529354,3.0,5.5483310366104455,1.9083367883087725,Iris-virginica
+6,5.108359085139269,3.4462824889136408,1.4212110684588322,0.22908108845935213,Iris-setosa
+7,6.506399676415568,3.0,5.53533126465988,1.8119713042005063,Iris-virginica
+8,6.7921375778787585,2.815732283772992,4.8692570044073555,1.413043988282154,Iris-versicolor
+9,6.3530943812455964,2.5402485468923093,5.398479010886306,1.873022188392957,Iris-virginica
+10,4.900049898358991,3.0890030417400434,1.74838954629961,0.1,Iris-setosa
+11,5.012020111614096,2.0,3.3603661178113393,1.008498768833857,Iris-versicolor
+12,5.010584199846825,2.0,3.378309549015036,1.0510956931224393,Iris-versicolor
+13,6.06194261121393,2.67464642728566,5.1099858409180365,1.5803555023741045,Iris-versicolor
+14,7.710935191173633,2.605097288574409,6.9,2.3183115139838177,Iris-virginica
+15,5.0859518166333615,3.5102652264582823,1.3924780540995534,0.24657345910254913,Iris-setosa
+16,5.988275240185546,2.9145640963651767,4.585404181847938,1.3318126829619166,Iris-versicolor
+17,5.714016038721339,2.7381667502576144,5.050903326604897,1.9085432682493968,Iris-virginica
+18,6.4522254287621275,2.9187741639870706,4.340007065256025,1.3217303843094104,Iris-versicolor
+19,6.1124533925293285,2.984730838318179,5.3546685733697315,1.7950270178235177,Iris-virginica
+20,6.106284043315796,2.8542922916574245,5.554090787643813,1.7829082171805126,Iris-virginica
+21,6.09567915496566,2.6021564056116446,5.625845482108833,1.4256768870064054,Iris-virginica
+22,5.4250358292287535,3.8999994982747133,1.3316994597544833,0.39030382356490745,Iris-setosa
+23,4.9421315848307055,3.0490619472719467,1.4049595295983643,0.19558563251928462,Iris-setosa
+24,7.519907507627994,2.8813466615584007,6.553072649016324,1.8690377423575244,Iris-virginica
+25,7.1636532110765305,2.9228663481792916,6.0700374228659255,1.7948834771467383,Iris-virginica
+26,6.692720312993771,3.3087973358229825,5.681907228497481,2.4999995630391085,Iris-virginica
+27,5.540589683239385,2.5861507331423836,4.258967384466263,1.1435686826348572,Iris-versicolor
+28,5.821023889690334,2.6691264950153664,3.977193443563973,1.0357076539469894,Iris-versicolor
+29,6.698026306212448,3.329945740819618,5.706594372123265,2.5,Iris-virginica
+30,6.633600671192419,3.3002112725201256,5.660598096907588,2.234252773895637,Iris-virginica
+31,7.64886938524236,2.612707222256383,6.899998757515512,2.2832148754418595,Iris-virginica
+32,6.056443685556864,2.243006067902519,4.995510676370694,1.509674434037222,Iris-virginica
+33,4.61207083761998,3.602869527610741,1.0,0.1985798288153866,Iris-setosa
+34,6.969166205871949,3.1546261573706205,5.46786273155917,2.3003372232255686,Iris-virginica
+35,5.037266965467553,2.4862417223004254,2.843614094643366,1.06222256885479,Iris-versicolor
+36,6.812797556990211,3.0,5.420740916270223,2.222365067587221,Iris-virginica
+37,5.044463643777999,3.5290970453035393,1.3983089506673998,0.2018471761865898,Iris-setosa
+38,6.433345895319823,3.0,5.506117440942662,1.8150252659182746,Iris-virginica
+39,5.6081744464,3.777369725894434,1.6621508858761889,0.2942646512750866,Iris-setosa
+40,4.968127640709265,2.0,3.5836416860486717,1.0509413031674426,Iris-versicolor
+41,6.3005333807977735,3.3769727524371493,5.642428932631085,2.392458121544092,Iris-virginica
+42,5.125872964294803,3.4938604668891116,1.4018467479317824,0.29657172739677357,Iris-setosa
+43,5.789367115800584,3.0422783210710085,4.440955714950865,1.5175788633531004,Iris-versicolor
+44,6.016802569149998,3.180697809140744,4.513617363744131,1.5298513452678841,Iris-versicolor
+45,5.410349928408792,3.412893657401771,1.7141435551351734,0.20024242846275997,Iris-setosa
+46,5.075543362613996,3.4017514408952563,1.7315163350605371,0.3558790598164659,Iris-setosa
+47,5.230658185603219,3.412784168736562,1.3996287287710372,0.19737250806263568,Iris-setosa
+48,4.630437671540029,3.397536079085047,1.408632545084319,0.31566714802868195,Iris-setosa
+49,5.896710553922969,2.7179093362299063,4.13453133517131,1.0036681447717966,Iris-versicolor
+50,6.919816899944297,3.1670031676650208,5.728545281387417,2.3233328591597657,Iris-virginica
+51,7.741299180932874,2.5707288738018335,6.899998667088545,2.284460085333341,Iris-virginica
+52,5.426385824419049,3.3868550965749002,1.6543547254500586,0.4429718902925255,Iris-setosa
+53,5.812230304653783,2.9165463807058427,4.487102987136598,1.3287635718730324,Iris-versicolor
+54,6.8256665140452055,2.7678400532114273,4.853015648654024,1.3952143677070974,Iris-versicolor
+55,6.6121648609775265,2.4644979076494105,5.7434606290910875,1.7622680442879417,Iris-virginica
+56,4.503919387806151,2.3461867291026746,1.2866180368504438,0.3069633317196688,Iris-setosa
+57,5.923448144706284,2.876447543561093,4.614591419808402,1.3456534691384288,Iris-versicolor
+58,5.532374702324619,2.610322769533366,4.411829564068215,1.242681567915052,Iris-versicolor
+59,4.788137619812642,3.3743305249384905,1.7373548216275962,0.19663315290966427,Iris-setosa
+60,6.193561880537351,2.7908277545871503,4.2778658723474505,1.1587572130148782,Iris-versicolor
+61,7.9,3.8201006562440205,6.451753739500739,2.0338196039504144,Iris-virginica
+62,6.2976790883648395,3.319642173731492,4.74012575119214,1.6129441468733445,Iris-versicolor
+63,5.079434337872807,3.49333272203152,1.3876921684133778,0.20388353109584323,Iris-setosa
+64,7.393328540422006,3.0,6.3167625491814245,2.081218886744736,Iris-virginica
+65,7.728813808953377,2.541045778949127,6.9,2.3165538268458192,Iris-virginica
+66,4.954962858035651,2.4152614475850833,3.0784732175844525,0.9898041401900977,Iris-versicolor
+67,5.099423274226374,3.4637063109437234,1.3974801662861986,0.19938577629264637,Iris-setosa
+68,6.108408345484594,3.064885965630285,4.625895485137568,1.532017153874932,Iris-versicolor
+69,5.8114513845036,2.864500864347986,4.56212754846019,1.3190730161839825,Iris-versicolor
+70,6.914409988863493,3.063673319970516,5.1423474579182455,2.2658366984434544,Iris-virginica
+71,6.207589360944682,2.2957724105640804,5.120130845121827,1.6250434468893133,Iris-virginica
+72,5.969259914961669,3.36644139469574,4.539421151127813,1.5734221157583101,Iris-versicolor
+73,7.7378927769080015,2.968605790420487,6.73447032172968,2.067187707282068,Iris-virginica
+74,7.704695911128037,2.791664442901518,6.672303797515748,1.9881213380603209,Iris-virginica
+75,4.896989568769435,2.407959391690121,3.140393022975352,0.9766112888976255,Iris-versicolor
+76,5.63167208352666,3.0,4.206776439335205,1.3150663882046043,Iris-versicolor
+77,7.237864680981587,2.876891190344616,6.202672846732784,1.7717507081525132,Iris-virginica
+78,5.568477495495289,3.0,4.0746809653891285,1.3067013313357987,Iris-versicolor
+79,5.664430902999599,2.85822339837529,4.0356403561209095,1.262649924188272,Iris-versicolor
+80,7.698239481731777,2.5884216165290597,6.899998671198529,2.305902159603859,Iris-virginica
+81,6.115491651031752,3.0865413624891547,4.634514435627717,1.4694428861696514,Iris-versicolor
+82,4.891821304684681,3.042434706883081,1.47540578653307,0.1000001091155352,Iris-setosa
+83,4.966399958076985,2.445836490487548,2.9710612005161967,1.0315519683565622,Iris-versicolor
+84,5.750976959257416,2.870424409177893,4.366721106140421,1.2580970055591467,Iris-versicolor
+85,4.624063801496575,3.599960508204958,1.0000004225139578,0.1980745440737249,Iris-setosa
+86,5.273503369528314,3.7159504173932785,1.6296443761106214,0.20084221369153474,Iris-setosa
+87,5.216059274073159,2.719541601589244,3.9684329710966013,1.399561620790819,Iris-versicolor
+88,5.797088174409568,3.0,4.406835470981981,1.521563641616974,Iris-versicolor
+89,5.592705089044746,2.4615037039304046,3.8640653378437104,1.0743429232261859,Iris-versicolor
+90,6.718036767633763,3.314614086963235,5.712044020401894,2.5,Iris-virginica
+91,5.314464604860898,3.4287966129698106,1.4987130913907676,0.38522818366580885,Iris-setosa
+92,5.749618968095554,3.0,4.418390103418151,1.4746349144976494,Iris-versicolor
+93,5.713250853004087,2.644092453364113,4.2386807593792355,1.137575120015054,Iris-versicolor
+94,6.9498332584903135,3.2183541714752715,5.645258149532518,2.3139790415384875,Iris-virginica
+95,6.643903625676476,3.1402020787973624,4.646727425192842,1.4913498710460038,Iris-versicolor
+96,7.649468447426198,2.6201264793774475,6.9,2.2958147104537767,Iris-virginica
+97,4.4,2.871179022900287,1.3996786293723285,0.2021173551142369,Iris-setosa
+98,5.544835856793191,2.4649667045284693,3.727422121758667,1.075525411623417,Iris-versicolor
+99,4.400000521497039,2.9974797191150993,1.38224114422898,0.19958372018062465,Iris-setosa
+100,5.077810464025448,3.526695577376545,1.4004978625732678,0.20141431570610224,Iris-setosa
+101,4.991530718706958,2.0,3.5056419188107366,1.0567957622442905,Iris-versicolor
+102,5.142167356278384,3.794245549163195,1.7947892431233907,0.20204633444164496,Iris-setosa
+103,6.086580159013291,2.594816637357666,5.581128851076011,1.3859449891266118,Iris-virginica
+104,5.593909661070579,3.7952074868394785,1.6875892306255802,0.2782772373307624,Iris-setosa
+105,5.88818934332049,3.1800803974201397,4.2946241517174695,1.5260820844042617,Iris-versicolor
+106,5.075727463159758,3.5383820107286894,1.411989860175542,0.3247341429946122,Iris-setosa
+107,7.5428983091839745,3.0,6.575413498569736,2.1163692116606185,Iris-virginica
+108,7.4836790223717475,2.868411967535067,6.513107861307564,1.8713608919076814,Iris-virginica
+109,4.970238005379436,2.0,3.221580690098149,0.931596935912721,Iris-versicolor
+110,4.400000816631179,3.2322672911921315,1.2874003722955807,0.20512885392472158,Iris-setosa
+111,5.175533124004324,3.460788830330276,1.4815655322401928,0.20009319266887118,Iris-setosa
+112,7.155920577566759,3.0542163295144773,6.115735038913955,2.203214148811735,Iris-virginica
+113,6.316239937131669,2.2855225846740703,4.382020278842676,1.3028949760766741,Iris-versicolor
+114,5.00736434588561,3.613707916402861,1.401743130507905,0.20175569149759706,Iris-setosa
+115,7.9,3.79349484022806,6.416983561163243,2.0092515656892944,Iris-virginica
+116,4.993016298935025,2.0,3.5356121818037867,1.0156661079862335,Iris-versicolor
+117,7.430285210435513,2.860553528162688,6.431797564679229,1.8442473294889214,Iris-virginica
+118,4.75338049514802,3.0,1.400000118485336,0.2962244585820569,Iris-setosa
+119,4.500772464295008,2.322556229489462,1.2967330451248398,0.2936057166073735,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/19/test.csv b/iris/tab_ddpm/2_3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/19/train.csv b/iris/tab_ddpm/2_3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/19/val.csv b/iris/tab_ddpm/2_3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/2/synth.csv b/iris/tab_ddpm/2_3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fffb6fecdf92874c40ea426739af8d887bea3b40
--- /dev/null
+++ b/iris/tab_ddpm/2_3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.085133765809018,2.326161178165898,5.0824550175071135,1.5188105382126875,Iris-virginica
+1,4.598631233507739,3.638344183093259,1.0000004291877547,0.2011847090851542,Iris-setosa
+2,6.541271788257904,3.0,5.496143378654387,1.8180986064091211,Iris-virginica
+3,6.8410585859877004,2.7772088460782323,4.784371616012816,1.389714149559181,Iris-versicolor
+4,6.302332734712527,3.3894381370521622,5.6461946595773655,2.385938497587929,Iris-virginica
+5,6.409444070092899,3.2614097735160477,4.747569393854628,1.5856302790603043,Iris-versicolor
+6,4.9024343486971835,3.0,1.4006890493933664,0.19770232485346467,Iris-setosa
+7,4.833157132406353,3.378021178998923,1.493483569703963,0.1992554841560212,Iris-setosa
+8,6.708779054732895,3.2785709106092726,5.683759932888782,2.4999994310840985,Iris-virginica
+9,5.77724872268921,2.876214199215383,4.567672878657494,1.3370950371236565,Iris-versicolor
+10,5.247252104275329,3.68858885276234,1.6293224065209617,0.40492890004310056,Iris-setosa
+11,6.556724778457302,3.0,5.525581319051038,1.8048687271126633,Iris-virginica
+12,5.711063690290915,2.9674549302707587,3.802049989603899,1.3470434691881092,Iris-versicolor
+13,6.338672791668652,2.923220744081259,5.552167072342439,1.7772725745048468,Iris-virginica
+14,5.767453715153668,2.6850729156104216,5.0928191288897775,1.915776570455035,Iris-virginica
+15,5.727472735481741,2.8195314995543788,4.275907232427034,1.2673151004009005,Iris-versicolor
+16,6.065965264472701,2.5685833606508366,5.602743906680624,1.3953672243011321,Iris-virginica
+17,5.215395432393568,3.5319995716675945,1.429601270031342,0.19846673063599063,Iris-setosa
+18,7.722796019289228,2.61343309582689,6.9,2.308220978470655,Iris-virginica
+19,5.099275073762335,3.4999998585042276,1.4104155304149022,0.32366356406341296,Iris-setosa
+20,7.735385455603245,2.601491328402724,6.9,2.3030464565630306,Iris-virginica
+21,6.191722641151576,2.7883391851492525,5.57387521922469,1.670620304794204,Iris-virginica
+22,5.998674591792202,2.181526472967901,4.9772535839819145,1.5133324380699817,Iris-virginica
+23,6.28328363015449,3.384840796806094,5.590499514753867,2.4056114366114967,Iris-virginica
+24,5.476134829764355,2.5469274070798886,3.9051777241538774,1.1361246614961344,Iris-versicolor
+25,5.112210581263711,3.787407437956464,1.814767745673188,0.2802950740484583,Iris-setosa
+26,7.696616910939038,2.826428742494028,6.676958839280687,2.036256916934361,Iris-virginica
+27,5.222119091539387,3.4379776717493757,1.4583927598464121,0.20200793479688456,Iris-setosa
+28,5.120702268227761,3.717220040831209,1.583082377256082,0.2066257587457069,Iris-setosa
+29,5.683277620685504,3.0,4.212557523298747,1.3622298189239865,Iris-versicolor
+30,4.400000493729982,3.1728817624849905,1.2952763114535564,0.1855301258098988,Iris-setosa
+31,4.579342080759474,3.396199100673974,1.3810720699614807,0.3265241647425271,Iris-setosa
+32,5.012446275143084,2.0,3.6119537381436673,0.8891594962641798,Iris-versicolor
+33,4.926503924539741,2.4613252076095353,3.3254386468791512,1.0538001348250263,Iris-versicolor
+34,7.705124600924167,2.57169020843521,6.9,2.2936512064684997,Iris-virginica
+35,5.653879458021442,2.936169224598029,3.7639177804304547,1.3168089393945346,Iris-versicolor
+36,4.999174413427273,2.0,3.5489094086315656,0.9639507982549134,Iris-versicolor
+37,7.9,3.807770173845999,6.388802282679668,2.0307995873241143,Iris-virginica
+38,6.59470420341761,3.0,4.4366198399528685,1.394120132663979,Iris-versicolor
+39,5.379855458228998,3.4078272864549817,1.491327406474515,0.34683609175435837,Iris-setosa
+40,5.632966110336552,2.9247010635728268,3.9189692021727693,1.323436382373445,Iris-versicolor
+41,5.3955025621678825,3.9,1.313638319607642,0.3803278942915109,Iris-setosa
+42,7.9,3.8135056463156465,6.362358387300162,1.9833445851479043,Iris-virginica
+43,6.349130936243203,3.2515959545962403,4.734328757512081,1.5536483555741019,Iris-versicolor
+44,5.645558636224382,2.8565128185896467,3.7442250726382715,1.2946302721922345,Iris-versicolor
+45,4.937261970898021,2.4333777241347376,3.3742793333424497,1.0575944816352296,Iris-versicolor
+46,6.074756783051807,2.613401543570345,5.151779918127417,1.5638833507975978,Iris-versicolor
+47,6.18459188963052,3.372799648410231,4.5826782275471,1.6515681006063063,Iris-versicolor
+48,6.526262623632447,3.302469332827085,5.630821984984448,2.357487457238094,Iris-virginica
+49,4.786492323416981,3.0,1.4009809473768875,0.29856278506872674,Iris-setosa
+50,5.756469169249083,2.8016979034123715,4.001314649105831,1.213859383031538,Iris-versicolor
+51,5.4108952410165045,3.899999626740964,1.2831151732017942,0.325348804543149,Iris-setosa
+52,4.837586235227701,3.4252789917237876,1.5379242986369253,0.20600987445403884,Iris-setosa
+53,5.951918374824055,2.860027805416542,4.652331208169269,1.4746124209586942,Iris-versicolor
+54,5.407129284019094,3.403648670158005,1.5842212137588945,0.19560349311619626,Iris-setosa
+55,6.577958751360331,3.0,5.834108317885743,2.2172721455392543,Iris-virginica
+56,5.456082024292636,3.388950693323772,1.6755694726593569,0.19769464091264305,Iris-setosa
+57,5.616779526102396,2.600262847423266,4.268186606770839,1.1436883356621639,Iris-versicolor
+58,5.178575635469379,2.6678912994591806,3.7915945459619254,1.3828187446936728,Iris-versicolor
+59,6.7785230951353945,3.2438332587050027,5.81733413761749,2.323636666493292,Iris-virginica
+60,7.899998983750497,3.80371586150855,6.430718665272857,1.9998259946140546,Iris-virginica
+61,5.930404447024937,3.0,4.372779020531204,1.5094558102427191,Iris-versicolor
+62,6.397211101237301,3.222349203396733,4.71450859696256,1.530288316403574,Iris-versicolor
+63,6.0227561624441,2.722813468445683,5.075799812091592,1.5924916362415915,Iris-versicolor
+64,5.320847377152695,3.685888765680527,1.5148138000880405,0.21230678085290702,Iris-setosa
+65,4.4,2.916028033752006,1.40163714701943,0.20033409905581914,Iris-setosa
+66,5.70236001814095,2.907071424476143,4.618483735591812,1.447424896537151,Iris-versicolor
+67,5.816361577255179,2.845476139314815,4.766871047970798,1.5330308789684386,Iris-versicolor
+68,6.163262205689614,3.3425711742649153,4.650346869875968,1.5648418326041438,Iris-versicolor
+69,6.8573837926804835,3.2054119264386447,5.643797176819439,2.3162914408592985,Iris-virginica
+70,5.210867149208368,3.4364832939235233,1.403179195842246,0.21972967169627755,Iris-setosa
+71,6.081655418811859,3.3625348049309105,4.522451874725835,1.6285052181093116,Iris-versicolor
+72,5.901708949570696,2.6698588916155117,5.074506892137161,1.8971789986125476,Iris-virginica
+73,5.5992326043027365,2.8397940480850035,3.5604787248214813,1.300321631744641,Iris-versicolor
+74,6.872034905853523,3.002221783793983,5.274344653026845,2.21472816210112,Iris-virginica
+75,6.226949119532215,2.8249292833206767,5.600703438760578,1.7848931048879364,Iris-virginica
+76,5.021339952657723,2.4817889151152897,3.0810196688853164,1.072998615779915,Iris-versicolor
+77,5.640033672948196,2.854138270665765,3.610851794780589,1.2890466209428382,Iris-versicolor
+78,4.6311781739469975,2.7519379977396023,1.3294027703824813,0.288991426303195,Iris-setosa
+79,6.101695408491817,2.5452841185120563,5.519774390053673,1.4340587754865777,Iris-virginica
+80,5.003206667799597,2.000004501112012,3.4732509512369356,1.0104896283146776,Iris-versicolor
+81,6.683605553619388,3.0,4.621176106945307,1.454759207101289,Iris-versicolor
+82,4.769341694057057,3.0,1.3835221253411354,0.3272782174846469,Iris-setosa
+83,5.5704032355445445,2.4396694246065627,3.7905801769436054,1.1021859009194659,Iris-versicolor
+84,4.651222658859359,3.407788387890181,1.386487460746793,0.2970841107411763,Iris-setosa
+85,6.596120934897219,3.1291089288277996,5.285840128922196,2.037004481462853,Iris-virginica
+86,5.584565564739594,3.0,4.1152765555043676,1.3102003858912625,Iris-versicolor
+87,5.311051176848483,2.6896946303365525,3.9754590084748975,1.341694155909357,Iris-versicolor
+88,6.763778021215339,2.7436497001234637,4.733156434603696,1.3883487732045214,Iris-versicolor
+89,6.7073389095923055,3.272218841703488,5.674817008850776,2.10793347479722,Iris-virginica
+90,5.447437234944661,2.534336859689703,3.67539179555193,1.0933362707150327,Iris-versicolor
+91,4.912827437103639,2.402125030932307,3.456901408428407,1.01667151762358,Iris-versicolor
+92,5.232355373725393,3.3795888258698037,1.3964845174385496,0.20252189139992827,Iris-setosa
+93,5.5598477917815545,2.6848312104959833,4.488357991686231,1.2282279797658506,Iris-versicolor
+94,6.5835178235393315,2.7684437985806643,4.5211071616271985,1.333826894539223,Iris-versicolor
+95,6.068784794724893,2.6704787618629515,5.016656325168163,1.5739146952697827,Iris-versicolor
+96,6.3600714541364605,3.0,4.540452671038221,1.4451657223452785,Iris-versicolor
+97,5.975582136873925,2.2140776891905682,5.05912825137061,1.4918142909915546,Iris-virginica
+98,4.601341164489351,3.601604343975887,1.0000004081452998,0.1854249403147673,Iris-setosa
+99,5.2677448272356475,2.4863966357882816,3.457446879164298,1.1160376429715375,Iris-versicolor
+100,5.834331311264802,2.9172523660254694,4.438479506731075,1.3262748601239776,Iris-versicolor
+101,5.550766891643246,2.4826105347622685,3.935165274810692,1.0867123086906543,Iris-versicolor
+102,5.671035373734989,2.994864171498053,4.363215598609971,1.4749547427770433,Iris-versicolor
+103,6.639913888899412,3.0,4.457146535579541,1.4139652626434434,Iris-versicolor
+104,5.823021546955204,2.758138871464747,4.326435880792374,1.1070123475948828,Iris-versicolor
+105,6.261434884849849,3.4232542029634403,5.5992804675381205,2.400677966880489,Iris-virginica
+106,4.400000455275061,2.9266167229099476,1.3926475268511687,0.19332697449355396,Iris-setosa
+107,5.065225515774065,3.7952350186247443,1.4969050343632175,0.20349144849048634,Iris-setosa
+108,5.681244453296731,2.5163892690004284,3.8696566046896304,1.1432024863665982,Iris-versicolor
+109,5.407794918154481,3.412676137674683,1.4992567825557752,0.4115959219406283,Iris-setosa
+110,5.373222199846177,3.6890256603651395,1.4946557001397804,0.31180167517725216,Iris-setosa
+111,7.706117022243533,2.604930508808947,6.9,2.3016192667469566,Iris-virginica
+112,6.019668915339195,2.878320846462652,4.672111310537551,1.512125710309346,Iris-versicolor
+113,5.487423679916214,2.592322070632536,4.40650826397308,1.2267601183457328,Iris-versicolor
+114,4.532645161043796,2.513455365540946,1.3244836322426818,0.36773164086545174,Iris-setosa
+115,4.4,2.8260604449781788,1.4005005588627233,0.1992029736817889,Iris-setosa
+116,5.221991125887211,3.3956309677945034,1.3980702747614893,0.20365513033496024,Iris-setosa
+117,6.6681126640366415,2.509823225425028,5.747325889346611,1.756196758308141,Iris-virginica
+118,6.103346671336061,2.6312386337312095,5.591042973561355,1.4234899427083119,Iris-virginica
+119,5.2746632086552685,3.731876184653264,1.498345454583538,0.2007283214595804,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/2/test.csv b/iris/tab_ddpm/2_3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/2/train.csv b/iris/tab_ddpm/2_3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/2/val.csv b/iris/tab_ddpm/2_3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/20/synth.csv b/iris/tab_ddpm/2_3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..561eee4ebc14428459bec4f0389b66a037d75241
--- /dev/null
+++ b/iris/tab_ddpm/2_3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.229957622469658,3.3278427638603394,4.63636745036205,1.6341198898135998,Iris-versicolor
+1,5.384735736598641,2.8508605244249945,4.23227507778933,1.4412971618721826,Iris-versicolor
+2,6.559164583107144,3.150943298269686,5.510833925568222,1.9475413653597606,Iris-virginica
+3,6.850138301183462,3.135541789958962,5.671197412256374,2.2542597992070226,Iris-virginica
+4,5.310164766070306,2.6918354019248287,4.145873994003728,1.3629034250528842,Iris-versicolor
+5,7.713872011604317,2.6179577233847056,6.9,2.3202926397231014,Iris-virginica
+6,5.687659114892254,3.045643860125982,4.276988007542839,1.360342474233252,Iris-versicolor
+7,6.687557562405136,3.3160255461993278,5.7041134648767935,2.4999995751046495,Iris-virginica
+8,5.608871572453641,2.9764795119072076,3.9138022490631452,1.3090011458935278,Iris-versicolor
+9,5.409879909541884,3.407563211729184,1.685234729710004,0.20602860622136318,Iris-setosa
+10,6.562946452223444,3.201917027492857,5.132143349843789,2.0416685836038844,Iris-virginica
+11,6.529099084338106,3.210083432941522,5.243467704187649,1.9573418761668293,Iris-virginica
+12,4.984532685128779,2.0,3.311685118425572,1.069364494148988,Iris-versicolor
+13,5.85441155009861,2.8765365917998293,4.487541987056809,1.312109433246814,Iris-versicolor
+14,6.310480115591661,3.1314014845820584,5.131650036564094,1.9014120369474712,Iris-virginica
+15,4.49851983227351,2.3159006372733812,1.2816537120814362,0.3197062848031039,Iris-setosa
+16,6.263239920137828,2.400866827442291,4.947306839700831,1.8417296573769997,Iris-virginica
+17,5.939179501445121,2.7582849125270066,5.030128515413666,1.6016508455910001,Iris-versicolor
+18,6.805513436641383,3.17005417664904,5.863939914677696,2.2521621768842826,Iris-virginica
+19,6.2582831966499075,3.3912133216395755,5.612838870895913,2.403896023169429,Iris-virginica
+20,5.696758132401894,2.693230144599897,3.9823632705894,1.1783446903000903,Iris-versicolor
+21,4.594226409173056,3.602725854942623,1.0000004099728221,0.20438681289275348,Iris-setosa
+22,5.784006727018692,2.467158940643662,4.025734321662504,1.0559849959923309,Iris-versicolor
+23,4.906442334998572,3.0665824586437425,1.4761075472952676,0.1,Iris-setosa
+24,4.981223515905293,2.4943352074764165,3.1993437564695926,1.053105404055213,Iris-versicolor
+25,5.970199985165746,2.784476907144005,4.5861012031845725,1.186311452534701,Iris-versicolor
+26,6.8066964033368205,3.008468010500601,5.304717433725656,2.2462268298248036,Iris-virginica
+27,4.582478334569618,3.4023246118497767,1.3897366849562576,0.29769128471776507,Iris-setosa
+28,5.1631014094456935,3.4550433932332014,1.3983165941581555,0.2039779145732149,Iris-setosa
+29,6.3493606550562,3.049601991539897,5.164773278783544,1.8994168931251179,Iris-virginica
+30,6.073331401240509,3.0,4.5886679625652365,1.422399661490567,Iris-versicolor
+31,5.942518856356416,2.9464829243893482,5.147977398954438,1.8699031523728744,Iris-virginica
+32,6.199873603510499,2.193633599787331,4.500095707559711,1.5032509223562005,Iris-versicolor
+33,6.611081845191983,3.3463728449658983,5.6209965398823245,2.092598267248426,Iris-virginica
+34,7.737033121207326,2.558747431308151,6.9,2.315324314730807,Iris-virginica
+35,5.087330505884486,3.8021661098846127,1.5278059391356804,0.2030038486529163,Iris-setosa
+36,5.38937124601362,3.8999996313033467,1.2796458995079036,0.3296947533767264,Iris-setosa
+37,7.680236728258353,2.5959729442646533,6.899998619772268,2.306948150535404,Iris-virginica
+38,6.472574246464648,3.074198534129546,5.09754044296025,1.843347762077011,Iris-virginica
+39,6.359569629745055,3.3778687278364257,5.587437598000613,2.399786238567419,Iris-virginica
+40,6.690885174540795,3.299666517898401,5.744260518757079,2.5,Iris-virginica
+41,5.562365478937592,2.440334868894791,3.7645640010554966,1.0385459259668726,Iris-versicolor
+42,5.949205482018865,2.920232409084746,4.511057740611097,1.3217211008667518,Iris-versicolor
+43,5.923971310696668,3.138048638830715,4.363870488286144,1.4982888412611814,Iris-versicolor
+44,6.398898788612474,2.4553289257945337,4.432929930342146,1.3217942417926722,Iris-versicolor
+45,6.0706752655188465,3.411786390227048,4.565081505045618,1.6097521914242643,Iris-versicolor
+46,4.979608002493746,3.6289280048205557,1.4044814024891412,0.20085406418952975,Iris-setosa
+47,5.8854045678613245,2.8546405624863604,5.11614502764508,1.8603379695267572,Iris-virginica
+48,4.4,3.2542353406429965,1.3074296605787172,0.19193609913791226,Iris-setosa
+49,5.337343131445489,3.410107832339644,1.495778406114313,0.4081093655328156,Iris-setosa
+50,6.694946391440443,3.3187104734111266,5.7287023759160896,2.4999994904657674,Iris-virginica
+51,7.692807056041991,2.607815004458421,6.9,2.3051100500440462,Iris-virginica
+52,6.356455178383122,3.373082416781862,5.629838200257953,2.4022102706667647,Iris-virginica
+53,6.018977969091449,2.6990725881657225,5.054504407850785,1.6027793999584499,Iris-versicolor
+54,5.81912993674096,2.9029680567707046,5.169220015459063,1.8683777891480622,Iris-virginica
+55,4.76171381648461,3.406706324303385,1.5628288956163512,0.19691466478006453,Iris-setosa
+56,6.131972539760713,2.6173118793036654,5.605514043491888,1.4300835193154975,Iris-virginica
+57,5.4562301569177665,3.4003964303000767,1.709572752125467,0.20176374462841065,Iris-setosa
+58,7.724653486742901,2.8462161663164376,6.680698148263495,1.9761248963368152,Iris-virginica
+59,6.808273160424113,3.203255282527862,5.855342927458726,2.299039424701402,Iris-virginica
+60,6.491069624685163,2.919348629425773,4.3618438843665555,1.323323127569922,Iris-versicolor
+61,6.69712562231958,3.3033256349767046,5.705871355534133,2.499999627039869,Iris-virginica
+62,5.0327501801521315,3.3697064553826093,1.498544461539377,0.40608237089128546,Iris-setosa
+63,6.314507020788711,3.320554129832872,4.746900726017357,1.6003310989101958,Iris-versicolor
+64,6.34817422299096,2.908925757746617,5.59365042078029,1.8008834764662414,Iris-virginica
+65,6.104586663384933,2.6258041948889956,5.605551187161386,1.4180616459175097,Iris-virginica
+66,7.693288701312417,2.5834669171108318,6.89999858318893,2.2936732458877245,Iris-virginica
+67,6.803711471032669,3.0,5.5031706499628,2.1828665399345644,Iris-virginica
+68,5.155018429382595,3.407924028877082,1.390785299097118,0.19905924244697198,Iris-setosa
+69,5.465392244959785,2.396753146628315,3.712475889957837,1.0332400808712725,Iris-versicolor
+70,7.690900357378713,2.553582980214212,6.9,2.30557775957257,Iris-virginica
+71,5.638372058980969,2.8729459262811643,3.7281615488877504,1.2784643163979716,Iris-versicolor
+72,4.883411611096177,3.0465442158293574,1.4522468831192683,0.1,Iris-setosa
+73,6.0767748017368834,2.8432140544925764,4.656568303205289,1.2389557310200638,Iris-versicolor
+74,5.019779792552221,3.3347572150494837,1.4867486819651912,0.3454197454468137,Iris-setosa
+75,6.414006498157555,3.0,5.835386320606364,2.195869644263892,Iris-virginica
+76,7.679553555487349,2.8639601394431344,6.696037405074563,2.012826780803056,Iris-virginica
+77,4.777871829794373,3.0,1.345515259497604,0.1,Iris-setosa
+78,5.661778497097912,3.0,4.350849373694786,1.4923130843944703,Iris-versicolor
+79,7.7009923057515755,2.6132196488880592,6.8999989220627995,2.3194836581059355,Iris-virginica
+80,6.672373821074295,3.092352212972439,4.634332838098337,1.4760069818744528,Iris-versicolor
+81,5.803062945930955,3.14486654664212,4.306610466659862,1.4584030146690832,Iris-versicolor
+82,6.318209214458602,2.516741831352886,4.983069763253138,1.9212273292871707,Iris-virginica
+83,5.5766602305240065,3.7696403412066837,1.49549699343998,0.29970706057793517,Iris-setosa
+84,5.679555556186267,2.6835851383047533,4.573842079098645,1.2432055590313442,Iris-versicolor
+85,7.618483542587406,2.7734943074922414,6.614737514996014,1.9431040725697202,Iris-virginica
+86,4.854298103450635,3.0,1.4380708421164792,0.10000010445988894,Iris-setosa
+87,7.676029260429435,2.615319309735163,6.899998327517743,2.3045972420009506,Iris-virginica
+88,4.982364296154657,2.0,3.5653119448907975,0.9880583558397462,Iris-versicolor
+89,5.326390633944495,2.536975805036474,3.523108224522485,1.150432112557304,Iris-versicolor
+90,6.794927958707671,2.806016694966863,4.783643218681393,1.4103868250007228,Iris-versicolor
+91,5.402903859093609,3.663569605541802,1.6432152086032106,0.19307158121975526,Iris-setosa
+92,6.663419677179822,3.261518074358023,5.7209834042856995,2.4999995580900616,Iris-virginica
+93,7.142079732813457,2.9240549820281356,6.127363126925288,1.7928501289400018,Iris-virginica
+94,7.074347886099848,3.1289236243244964,5.30827017842223,2.2922799354551158,Iris-virginica
+95,7.9,3.812566893408116,6.367446103781518,2.021521126751171,Iris-virginica
+96,4.628922092064127,3.3895681034462273,1.3835716089193935,0.2715391674824067,Iris-setosa
+97,6.069444846864302,3.2085253774713194,4.587106737265279,1.5307089024375042,Iris-versicolor
+98,5.000653612543241,2.0,3.463863024313509,1.0471237908487323,Iris-versicolor
+99,5.962008459079269,3.008941463039839,4.2877935031549,1.5176762380584508,Iris-versicolor
+100,5.682048989152379,3.0,3.983140242439079,1.35014136734992,Iris-versicolor
+101,5.65534712407386,3.0,4.541432766829089,1.518835549642398,Iris-versicolor
+102,6.9097608464771385,2.9473706732836917,5.95168023934388,1.9529080152460216,Iris-virginica
+103,6.140594415767324,2.5792298081165987,5.5668241752926795,1.4280724429165803,Iris-virginica
+104,4.910304697823045,3.1787264830005153,1.4380831391708337,0.3101017500068332,Iris-setosa
+105,6.160914004355211,2.5889477729695107,5.618118776200066,1.4144342720739793,Iris-virginica
+106,4.985157322025066,2.0,3.5384631333178582,1.001366411961253,Iris-versicolor
+107,7.668579446633839,2.586945498858062,6.9,2.3117233718028376,Iris-virginica
+108,5.893536930722768,3.012125040123892,5.050271618592036,1.820667761670015,Iris-virginica
+109,5.402773074266187,2.3749695759474925,3.4833885313352506,0.8972193351386317,Iris-versicolor
+110,5.979370140393678,2.9210345435006713,4.714107004942049,1.5223914389066406,Iris-versicolor
+111,5.217562860203329,2.5944401757466333,3.6081638620431096,1.3160461959185292,Iris-versicolor
+112,5.405185136274788,2.5989783276107326,4.2991023833324595,1.2169694294826037,Iris-versicolor
+113,5.593169739064466,2.896664390009641,3.759063280046683,1.2776390674732772,Iris-versicolor
+114,5.379866003507182,2.691048322834349,3.7537816045377106,1.357800363347699,Iris-versicolor
+115,6.539740388210754,3.3955751534670995,5.581644995961514,2.091436327678934,Iris-virginica
+116,5.814607783156319,2.3158363580674237,4.06560538669779,1.1215240257607972,Iris-versicolor
+117,5.527318403856978,3.765611333874901,1.7876150963041377,0.30733523800362816,Iris-setosa
+118,6.026406043686103,2.678534484581477,5.112468102332573,1.5309951291939732,Iris-versicolor
+119,5.623895282408583,3.0,4.052350786421984,1.3077927294144855,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/20/test.csv b/iris/tab_ddpm/2_3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/20/train.csv b/iris/tab_ddpm/2_3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/20/val.csv b/iris/tab_ddpm/2_3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/21/synth.csv b/iris/tab_ddpm/2_3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b495448f7cede0b88ac44e950943ebcab9ae9ea
--- /dev/null
+++ b/iris/tab_ddpm/2_3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.622916465944118,3.1963524028214425,5.159108208708469,2.0975277056906183,Iris-virginica
+1,5.574641361278119,3.6017082335246706,1.4902569074422631,0.29824579664223394,Iris-setosa
+2,6.013127622518391,2.6944765338588668,5.016415141487615,1.5839813443674058,Iris-versicolor
+3,4.4,2.9336728759132376,1.3893943313218653,0.1977269019025662,Iris-setosa
+4,7.696543148062949,2.77276645535556,6.724105081877922,2.0347417784500994,Iris-virginica
+5,7.508666413215912,2.9230376322990517,6.522228437144164,1.9410335395029927,Iris-virginica
+6,4.824558500025783,3.3685999161593614,1.5406447269066672,0.19898309193809394,Iris-setosa
+7,7.6760748241137,2.7790889032511283,6.689500975380983,2.0122420835323025,Iris-virginica
+8,5.22282549647184,3.4057639655240206,1.3713560576197645,0.19864356034029718,Iris-setosa
+9,5.136281077449081,3.41238112297537,1.6784342557830711,0.42484098380950225,Iris-setosa
+10,5.704363959158863,2.8204370099251266,4.295105975225771,1.1815604819706045,Iris-versicolor
+11,5.921352930913621,2.8599274335964604,4.546570289998883,1.282123787275782,Iris-versicolor
+12,6.8253378402812235,3.1149872290044542,5.150844883804225,2.303536492195691,Iris-virginica
+13,5.913106766094475,3.0,5.162566445172503,1.7925549504552045,Iris-virginica
+14,6.466650334711803,2.934255688164584,4.292432180987908,1.3314975993066536,Iris-versicolor
+15,6.801360983501981,3.0,5.579932022219621,2.0404452996580593,Iris-virginica
+16,6.707810250929645,2.906578130023694,4.563839112102752,1.3667301759110109,Iris-versicolor
+17,4.920020143176492,2.420706984293838,3.3499492165127434,0.9769000151103784,Iris-versicolor
+18,5.153035610593008,3.367047979085276,1.378378301313088,0.19876765318815998,Iris-setosa
+19,7.38113692737554,3.024619324323516,6.384323922730067,2.1272845383308954,Iris-virginica
+20,4.87014184624543,3.071780361911224,1.482601501129689,0.10000010713052485,Iris-setosa
+21,6.789755398362078,3.0908677709968537,5.108256855142404,2.265549265228895,Iris-virginica
+22,5.784230037720979,3.0,4.31125770865704,1.5013496621703817,Iris-versicolor
+23,4.812268511738839,3.0,1.3820045054560128,0.2917442789316971,Iris-setosa
+24,5.454153109329804,3.9,1.298619985708439,0.3748624675167031,Iris-setosa
+25,5.094634369396355,3.6070555165263043,1.5238152418891702,0.46461611833323924,Iris-setosa
+26,4.899420346456345,3.1133943468524143,1.4850278428084895,0.1,Iris-setosa
+27,6.142886884930086,2.641443574461967,5.600377866169148,1.4219988959060912,Iris-virginica
+28,6.3714297001230555,3.3921429754149885,5.64643423245131,2.3779613913931197,Iris-virginica
+29,5.828522322633359,2.974524503578528,4.547085747506423,1.5217120523133427,Iris-versicolor
+30,4.400000546773226,2.9539086740254774,1.363896422413661,0.19932328004545496,Iris-setosa
+31,5.539372136947231,2.8885266692985905,4.426997778121081,1.3594295650269514,Iris-versicolor
+32,6.30707516254517,3.3763929892380586,5.610154315765751,2.3975908138152153,Iris-virginica
+33,4.767930106989517,3.3911472840649033,1.772903546733162,0.1841275270740398,Iris-setosa
+34,4.70853962259443,3.4026248167812545,1.4128830824918133,0.293863164220824,Iris-setosa
+35,5.16578318439715,3.4103606666140407,1.3545383445121202,0.19897615438130278,Iris-setosa
+36,6.016647534981407,2.74880119713071,4.568141593714822,1.1107830892362478,Iris-versicolor
+37,5.803643006068908,2.863468491913885,5.057937813940843,1.8985573746049735,Iris-virginica
+38,5.211417509653899,3.7776035447955443,1.6774770604757208,0.20382415467573511,Iris-setosa
+39,6.90456787382311,3.166183930285722,5.731549541151644,2.2691660345337565,Iris-virginica
+40,4.8883883315449275,3.0693109497649087,1.4843965077225956,0.10000011110668706,Iris-setosa
+41,6.308510886528518,2.3388282899216772,4.436528283003217,1.3032323457011445,Iris-versicolor
+42,5.544135049245213,3.771655646781562,1.5575796007998874,0.2818200896039317,Iris-setosa
+43,5.567373888545046,2.5088350777741075,3.9352787465126835,1.1044111303498305,Iris-versicolor
+44,6.798809396863954,3.0,5.46815928063355,2.1345699324087404,Iris-virginica
+45,6.375660131665571,2.887678171838707,4.283874905418316,1.3032689802995856,Iris-versicolor
+46,5.122263148356928,2.4807142992041804,2.984325415721094,1.0539997079310468,Iris-versicolor
+47,5.131658024610091,3.7938781951263256,1.6361373811173963,0.2030270855837004,Iris-setosa
+48,7.676631684539231,2.813464016573117,6.695453739459415,2.028168064342812,Iris-virginica
+49,6.287974296565173,2.5160552890850476,5.009531072909378,1.925520249116189,Iris-virginica
+50,4.887828628974909,3.0,1.4003207783203706,0.20281448992776482,Iris-setosa
+51,5.726307986786987,2.920010872611066,4.280540818079573,1.3114413096515576,Iris-versicolor
+52,5.586257660589348,2.7099589484905815,4.431496872447702,1.270938407840702,Iris-versicolor
+53,6.424613639443104,3.2418394057128945,4.72202810064591,1.5285549958209839,Iris-versicolor
+54,4.601906169530861,3.5785552827910827,1.0000004588214004,0.20396215737266213,Iris-setosa
+55,7.713514886957851,2.599393891036793,6.9,2.272487386247838,Iris-virginica
+56,5.0046301327046425,2.0,3.4472842476623087,1.0040933588961267,Iris-versicolor
+57,4.507209137796236,2.27348847375948,1.317478248491868,0.40642111969875316,Iris-setosa
+58,4.492585964381565,2.3736957928243845,1.2899732118987641,0.29922565335778173,Iris-setosa
+59,5.085202969150261,3.708590261877184,1.4872671787840703,0.4071462381051612,Iris-setosa
+60,6.310628177622986,2.53849613870852,5.027498676603108,1.9485569074154656,Iris-virginica
+61,4.834715000096013,3.0,1.4030176488694155,0.20397585580375033,Iris-setosa
+62,5.0086080127977475,2.0000005485405,3.5747506428741294,0.9851073347638937,Iris-versicolor
+63,6.463646824079253,2.976058416604067,5.524312899101511,1.8044094164485829,Iris-virginica
+64,5.114004597555476,3.408923771457656,1.5104028924523774,0.4672255939388811,Iris-setosa
+65,5.542134879090347,2.4144501348267235,3.695151420337699,1.045583612834928,Iris-versicolor
+66,6.865460865584523,3.1842140976611617,5.626240563812497,2.3085396168657835,Iris-virginica
+67,5.879881972437909,3.034822325277114,4.498268891816167,1.496730070302271,Iris-versicolor
+68,6.115645499840578,3.3608742026702223,4.574627491261845,1.6148770162960016,Iris-versicolor
+69,4.8805228061121015,3.027176370918262,1.4728960817567103,0.1,Iris-setosa
+70,4.618974186247905,3.5955231666156404,1.0000004122914197,0.20833001174513954,Iris-setosa
+71,4.987156978330057,3.411853244934662,1.9503942817509146,0.32869119205311403,Iris-setosa
+72,6.287738388956278,2.2886555538182427,4.432754123264997,1.3346076036471943,Iris-versicolor
+73,6.43907809475143,3.3245235747477446,5.595651788551637,2.2366496058375493,Iris-virginica
+74,6.139081124792468,3.3605415487236905,4.611573298135837,1.6140972842154329,Iris-versicolor
+75,5.832546480817693,2.988546141500489,4.540285667558332,1.348946891905263,Iris-versicolor
+76,6.642299212477187,3.2802862410781337,5.730154455705516,2.49998243078822,Iris-virginica
+77,7.003727303131234,3.2405892670466963,5.661521465439085,2.3103032929364047,Iris-virginica
+78,7.005212349066687,2.937117296247602,5.866628814027566,1.7854488172356562,Iris-virginica
+79,6.906217747885225,3.122890452102359,5.03999879527958,2.310795125326463,Iris-virginica
+80,7.6335946411928814,2.9200297173521292,6.624834613335301,1.9713718275076082,Iris-virginica
+81,6.268428205688336,2.993753321780117,5.504787075833848,1.9426337275185466,Iris-virginica
+82,6.856023397331224,3.1042378765890297,5.110825564124752,2.26643258623705,Iris-virginica
+83,7.694367669762497,2.602614039557036,6.9,2.3091481161492844,Iris-virginica
+84,7.899998495984815,3.8069603741984253,6.306432714519956,2.0108801260069495,Iris-virginica
+85,5.812133166718258,2.6945291154855773,5.055196936688925,1.8915154962286662,Iris-virginica
+86,5.6416790946146955,3.0,4.101575513840359,1.2892937574692642,Iris-versicolor
+87,6.094978041312761,2.3474795621178144,4.291926067365996,1.2143120999127321,Iris-versicolor
+88,5.047025816889153,2.00000096886158,3.4581439616081333,1.036280324515681,Iris-versicolor
+89,6.805986054576138,3.0,5.439849022774486,2.1517135037973563,Iris-virginica
+90,6.4287587824839,2.902388398235304,4.3315233382385,1.3019198757965353,Iris-versicolor
+91,4.908765181049339,3.03862515117344,1.4136565363890958,0.3283338688066702,Iris-setosa
+92,5.330318666139163,2.784676207207606,4.217144698575765,1.4169010024962079,Iris-versicolor
+93,4.891764024476762,3.103470824916993,1.4730888126127866,0.1,Iris-setosa
+94,5.359002282555586,2.505854876041464,3.6329902530555773,1.0695156848014058,Iris-versicolor
+95,4.906936577270174,3.1199789933194406,1.8263627165233518,0.10000010113500958,Iris-setosa
+96,4.99082579842011,3.4533688618684835,1.4747656652315726,0.36461149365571444,Iris-setosa
+97,6.7153630925520025,3.1559607526902203,5.964459926486878,2.305624936721984,Iris-virginica
+98,5.472826751915695,2.3616969824429317,3.7226989142748486,1.0336363561108561,Iris-versicolor
+99,6.12227632657602,3.0,4.629212394264834,1.4023741155503704,Iris-versicolor
+100,4.782243048810659,3.0,1.361259018424146,0.3316206722429634,Iris-setosa
+101,7.1210628284602375,2.632834660723833,6.275456413053677,1.8514644835536296,Iris-virginica
+102,6.683128520772603,3.2704293850363912,5.684656012506503,2.5,Iris-virginica
+103,6.323154977103311,3.411658611290659,5.570609044577779,2.3946011718628983,Iris-virginica
+104,7.9,3.79131535019207,6.393315126972384,1.9906050398254418,Iris-virginica
+105,6.265149038216837,2.795519322149131,5.572866267980142,1.6068284444202974,Iris-virginica
+106,7.9,3.8153435773575612,6.471711903348741,2.0035596258702046,Iris-virginica
+107,5.372902224890233,3.9,1.2962267761083504,0.3661593083574933,Iris-setosa
+108,7.057258879716464,3.0,5.816714447171408,2.019084254097513,Iris-virginica
+109,5.628195157391492,2.4867862942931764,3.9097311819785174,1.1009165003458505,Iris-versicolor
+110,6.0405902491254135,2.694861848363609,5.084298144534385,1.585574357472251,Iris-versicolor
+111,6.297628347984185,2.308195986231945,4.815086759141699,1.4950428157407636,Iris-versicolor
+112,5.374499215945617,3.9,1.316705974160615,0.46307116572902346,Iris-setosa
+113,5.894101978924267,2.700382855831515,5.080962666113369,1.8796268326278487,Iris-virginica
+114,5.8434481573080355,3.0,4.222791574169321,1.4742978796751476,Iris-versicolor
+115,5.418165489237385,3.400077009087273,1.6697083010168539,0.20323455564414572,Iris-setosa
+116,4.888958913214995,3.0,1.4043842054780575,0.2968705848648996,Iris-setosa
+117,5.368993417816359,3.3892878810134954,1.5674398922178563,0.2575793116026443,Iris-setosa
+118,4.4,2.921926885573917,1.3673100874955515,0.20323788645357488,Iris-setosa
+119,4.4989415380910875,2.3536388220966233,1.2863985765231691,0.2988651096907242,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/21/test.csv b/iris/tab_ddpm/2_3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/21/train.csv b/iris/tab_ddpm/2_3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/21/val.csv b/iris/tab_ddpm/2_3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/22/synth.csv b/iris/tab_ddpm/2_3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee931b9dc61975dc334a153cbd024f9581df9148
--- /dev/null
+++ b/iris/tab_ddpm/2_3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.115547637059789,2.6169166247144795,5.588894099461353,1.4258060964653503,Iris-virginica
+1,5.919009510316962,2.805016005118055,4.753791977368854,1.503100430565991,Iris-versicolor
+2,5.40240116779804,3.89999940520133,1.310329444031851,0.5447617928339169,Iris-setosa
+3,5.61240457319596,3.0,4.568270164525883,1.4992563800324852,Iris-versicolor
+4,6.170456731536384,2.326837327914577,4.298454406155532,1.246531085582707,Iris-versicolor
+5,7.332784862263438,2.888450859464721,6.324582281602852,1.8111604680150706,Iris-virginica
+6,5.332058128421247,3.7759112634465968,1.7272181275266707,0.37932174155404685,Iris-setosa
+7,5.66517601268292,3.800266008420959,1.8266257797734307,0.32589904894263,Iris-setosa
+8,6.066948077091783,2.80478766367089,4.51286007312508,1.1424227952945945,Iris-versicolor
+9,7.654752109154583,2.603449908427671,6.9,2.298697672800714,Iris-virginica
+10,6.00696442766725,2.7960800571020608,4.725302279554443,1.5054332056984157,Iris-versicolor
+11,5.9065475566778165,2.8517243392478497,4.764937258934976,1.5290082266991865,Iris-versicolor
+12,5.768707684008393,2.837527285458176,4.504140886153497,1.311977979301635,Iris-versicolor
+13,7.9,3.804870550909558,6.427548094058206,1.9829305717425474,Iris-virginica
+14,5.135875654199298,3.5005418075419286,1.383659765302824,0.3101756350542684,Iris-setosa
+15,6.005283949411969,2.68134154147368,5.251262446350846,1.5805046522291264,Iris-versicolor
+16,4.860237522749417,3.0215141240716252,1.4603380541387907,0.1,Iris-setosa
+17,6.690483288910519,3.096003574580897,4.658127005873273,1.5048054141375566,Iris-versicolor
+18,6.578841504168345,3.0,4.369492412109905,1.386566621677919,Iris-versicolor
+19,5.697150307683809,2.635520575986834,3.9401688254460687,1.063816069563124,Iris-versicolor
+20,6.622916966153923,3.0,5.50341079305512,1.9178226190625187,Iris-virginica
+21,5.181972005031681,2.693238199428429,3.959048091289932,1.4078099297230509,Iris-versicolor
+22,7.8999988472575,3.7990254863857533,6.38395406960584,2.0367988190854787,Iris-virginica
+23,7.679339004614983,2.5856466681984536,6.899998888865228,2.2829180134450935,Iris-virginica
+24,5.4282041213377745,2.453861396562759,3.541868321751599,1.0650711970015474,Iris-versicolor
+25,5.902705542074918,2.794067337224018,4.728326813944442,1.38996547517896,Iris-versicolor
+26,7.606464048925961,2.8833531835808754,6.6125507986780505,1.979498502192613,Iris-virginica
+27,4.792541556558219,3.0,1.355599184148425,0.10000013902616926,Iris-setosa
+28,6.713066365726503,3.305421788423769,5.758473908590672,2.5,Iris-virginica
+29,4.58780384047791,3.4073647043186366,1.373345703027895,0.29846359586160426,Iris-setosa
+30,6.671674854379918,3.09814261619513,4.674076597199537,1.5025615676141797,Iris-versicolor
+31,5.72776429863032,2.8422933039448552,4.52892614540368,1.3526914326831356,Iris-versicolor
+32,6.022438582996143,2.6527870597502288,5.1158447034789365,1.6011342727359652,Iris-versicolor
+33,5.120570525628413,3.4013916474922476,1.520771531891187,0.2062630764954617,Iris-setosa
+34,6.762801006840316,3.250482160872303,5.77371876185468,2.1546625195795146,Iris-virginica
+35,5.559271450862095,3.0,4.049893564600557,1.2664604903361654,Iris-versicolor
+36,4.981164333151387,2.0,3.170196016832806,1.058559810529042,Iris-versicolor
+37,7.529224435519647,2.9292360051397766,6.514398212602369,2.031139540073411,Iris-virginica
+38,6.887243662015646,3.065574663608967,5.128603858847003,2.271964042123652,Iris-virginica
+39,4.910073170485116,3.450632394819613,1.4821308237833966,0.2014489354650703,Iris-setosa
+40,5.593584753258778,2.508227110723262,3.9220558246493566,1.082918117611521,Iris-versicolor
+41,5.792768668663687,2.973902113278058,4.451474330466714,1.4823833844962995,Iris-versicolor
+42,6.652106887513647,3.1217546274463577,4.726937436096764,1.5213797192801428,Iris-versicolor
+43,5.961781985119405,2.9414295635377568,4.549865650863686,1.3314394147962767,Iris-versicolor
+44,6.025050826391288,2.7065489697510308,5.079548917746492,1.5708542672261334,Iris-versicolor
+45,5.783586811735036,2.838527552487537,4.395246989191196,1.3037114889345995,Iris-versicolor
+46,5.219356316637215,3.4222189686063773,1.409905454308236,0.2000449531115919,Iris-setosa
+47,6.2491981965428,2.247664302729457,4.457966797769901,1.3863731922621674,Iris-versicolor
+48,6.279772997770193,2.3222004952563666,4.6977515776070895,1.4988589098613982,Iris-versicolor
+49,6.236288900135152,2.7879182141674965,5.575610010194212,1.6308500054525397,Iris-virginica
+50,5.028811222869946,2.0000011161705133,3.6349536268309235,0.9868917989970225,Iris-versicolor
+51,6.318641024520637,3.368595432958757,5.662315867258387,2.3827381058224626,Iris-virginica
+52,6.076706271583869,2.2723122327455405,5.056858651731195,1.5614357956319656,Iris-virginica
+53,4.933215784393908,3.4007982294055954,1.8501385400305745,0.29760845664861274,Iris-setosa
+54,5.1974006833760775,3.3845259865950896,1.3626259113933665,0.19290002067767542,Iris-setosa
+55,6.02133707547301,2.198438455254731,5.003272490127937,1.5044167919346931,Iris-virginica
+56,6.004844391001917,3.0,5.070013378858952,1.8381147468318653,Iris-virginica
+57,4.899648184773306,3.0,1.3954230737661915,0.197126294555652,Iris-setosa
+58,5.9385065023143415,2.8289161195874324,4.3498680208930125,1.2575831817347518,Iris-versicolor
+59,6.663583553920935,3.3248112674808095,5.6981418743108625,2.4999995395959753,Iris-virginica
+60,6.333835803642253,2.907247802105593,5.567003238088832,1.8061990834586334,Iris-virginica
+61,5.809660192177518,3.0,4.11656119145195,1.461522988725994,Iris-versicolor
+62,5.111597033732564,3.7852533920379257,1.4947746330445613,0.2048901898778064,Iris-setosa
+63,7.684925096123222,2.5918197725626904,6.899998988630447,2.3005482098098744,Iris-virginica
+64,6.722572553439792,3.2731675073122832,5.717594319938939,2.07992444980879,Iris-virginica
+65,6.277783419197992,2.4508608954359214,4.957722208884805,1.9047831437715046,Iris-virginica
+66,6.590956301418166,2.43761804005506,5.74163754790747,1.7386687417364284,Iris-virginica
+67,5.995283694421426,2.698118356866249,5.104654711502013,1.596097860695911,Iris-versicolor
+68,4.664557107352379,3.41523169571835,1.4183430227222924,0.355465698907794,Iris-setosa
+69,5.397258350531567,3.7641269413809137,1.5947548589284022,0.22118730528782535,Iris-setosa
+70,6.019999314227678,2.672329382412581,5.131890765566382,1.561821995832157,Iris-versicolor
+71,4.5146255273725755,2.3740515533980893,1.296123761831197,0.31225423950225845,Iris-setosa
+72,6.10097745962142,2.9661962346457402,5.579777887856392,1.8637346293525368,Iris-virginica
+73,4.4,3.0,1.3176224401440202,0.1974850214654823,Iris-setosa
+74,5.487446627592074,2.4446798355531154,3.6772475146304524,1.0421146507092374,Iris-versicolor
+75,4.821097596218867,3.0,1.4028690658275202,0.10000010311790129,Iris-setosa
+76,6.77250217653037,2.7929692438756257,4.808444522897108,1.3911977651084626,Iris-versicolor
+77,7.3028377283911,3.0716329078128295,6.2905174821298635,2.1972303361366934,Iris-virginica
+78,5.350121073642221,3.4027499101083487,1.7590547479218994,0.22715280660513926,Iris-setosa
+79,4.4,3.0967463136987177,1.2812513625131892,0.19748565932579498,Iris-setosa
+80,5.0407738922890015,3.5495028528255474,1.4002911894648384,0.20231659225999604,Iris-setosa
+81,5.424801333904821,2.745111169315609,4.359483753165375,1.324749275892279,Iris-versicolor
+82,6.799278882147423,3.1942031150515646,5.791966924693592,2.3263750859667773,Iris-virginica
+83,4.786381690414127,3.362971054356936,1.464351530557587,0.20376259166455868,Iris-setosa
+84,6.4764760836555375,2.5441530310209037,4.81486594318108,1.4428640128354946,Iris-versicolor
+85,7.899998252514753,3.7844330463798674,6.412280238093741,1.992686545750096,Iris-virginica
+86,5.807577289640929,2.833629272823429,4.204133393486,1.1915918816698725,Iris-versicolor
+87,6.915704426603602,3.204641049832742,5.734053754061464,2.283029418486091,Iris-virginica
+88,6.869735475839115,2.557547055833271,6.094279383046244,1.8368863482014235,Iris-virginica
+89,5.64214666742687,2.8730826489581673,3.743309951141817,1.288074345336151,Iris-versicolor
+90,4.830460243186556,3.0,1.3681530204240144,0.10000010098127782,Iris-setosa
+91,6.701188717995154,3.120825196038398,4.6909037832023595,1.4952632771740106,Iris-versicolor
+92,5.674096417358129,2.923801555816214,3.968331710925474,1.3265660367958432,Iris-versicolor
+93,4.7354076341116595,2.967534952409471,1.3628770634421012,0.4000258577033245,Iris-setosa
+94,6.316310496272702,3.0,5.515733467794728,1.8105161048402494,Iris-virginica
+95,5.755472419791314,2.62655396727353,3.9887031424153685,1.005610745987199,Iris-versicolor
+96,4.877255829044778,3.0,1.4030606926997593,0.2037271136429027,Iris-setosa
+97,5.0372705032916505,3.536723897554256,1.3947847834082125,0.21503385186981097,Iris-setosa
+98,6.804362750737592,3.0,5.449144208504186,2.1890045912695557,Iris-virginica
+99,6.030963250302327,2.986375802507957,4.584999024301582,1.3695280176513698,Iris-versicolor
+100,6.896246689695626,3.0,5.41848186334237,2.175706325125813,Iris-virginica
+101,4.800090018749714,3.0,1.3986341614858588,0.1,Iris-setosa
+102,4.602886346220609,3.570641360988209,1.0000003990368562,0.20765106742789988,Iris-setosa
+103,5.753477365959693,3.0,4.265458056108242,1.4246844579067979,Iris-versicolor
+104,5.095710179342692,3.8243384381071746,1.6351426434416594,0.19417400264939466,Iris-setosa
+105,5.849897038307395,2.919003338948797,4.562280879587309,1.3232159660346476,Iris-versicolor
+106,6.323202090114026,2.4409101481493534,4.900200314678186,1.5008186957683949,Iris-versicolor
+107,7.673430540867853,2.7491737720458875,6.69305425673875,2.0155662789522504,Iris-virginica
+108,5.580391567138148,2.989396590087415,3.8674492154026727,1.3011069395170203,Iris-versicolor
+109,5.012052876402913,2.428656181159645,3.089282016888866,1.061165591464999,Iris-versicolor
+110,6.625335920189981,3.0149046142721465,5.809754256578889,2.2437719418271036,Iris-virginica
+111,5.387696835832143,3.899999642419057,1.2900784022297738,0.4446515165062104,Iris-setosa
+112,7.231592945437493,2.914526019641889,6.264137038713784,1.8112891397025033,Iris-virginica
+113,6.8362567012367315,3.1994998645017496,5.771598079242488,2.2854821944196293,Iris-virginica
+114,7.899998063161295,3.8084208922703118,6.327814169643653,2.0258235379492238,Iris-virginica
+115,6.908860335341998,3.0943910698543595,5.537890895561168,2.2689261251627038,Iris-virginica
+116,6.57632584095509,3.359474841152369,5.718626331337814,2.2179947619502918,Iris-virginica
+117,5.542568714904603,2.6589266050121756,4.459404553472249,1.2388335173562717,Iris-versicolor
+118,6.269377397701465,2.9512344900534946,5.579215969790887,1.8208766327093242,Iris-virginica
+119,4.89195469783136,3.0691734579565817,1.479508631311577,0.10000009165376271,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/22/test.csv b/iris/tab_ddpm/2_3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/22/train.csv b/iris/tab_ddpm/2_3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/22/val.csv b/iris/tab_ddpm/2_3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/23/synth.csv b/iris/tab_ddpm/2_3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfeb41d2b4b2625e57109ed305886c592a610131
--- /dev/null
+++ b/iris/tab_ddpm/2_3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.321504124954886,2.481757368341554,4.874507217206042,1.5018978366818685,Iris-versicolor
+1,6.63299108451645,3.0,4.399575448951825,1.4177988255852987,Iris-versicolor
+2,6.244406389728557,3.346329975532051,4.6416900116570865,1.6151059927760212,Iris-versicolor
+3,5.237454672048168,2.5127700583988255,3.343950797313366,1.1494607482515349,Iris-versicolor
+4,7.657216679636324,3.0,6.663844885247544,2.058793486149826,Iris-virginica
+5,5.9797961961727335,3.0307082542112993,4.245384024836021,1.528213511301095,Iris-versicolor
+6,5.554220772443325,3.783028330701393,1.6264268806415418,0.28182533238260093,Iris-setosa
+7,6.418695153472416,3.3361571976743534,5.645538027532737,2.370075564312551,Iris-virginica
+8,5.978326605549029,2.196612935578329,5.093611728726084,1.4946661442822091,Iris-virginica
+9,4.960884965468995,2.0,3.5271102361705324,0.871612577907994,Iris-versicolor
+10,5.129667063056138,3.6021850072285932,1.49226492488837,0.42595464502438596,Iris-setosa
+11,5.590268102408512,3.0,4.554266857626305,1.4901178619913453,Iris-versicolor
+12,5.015597373255023,2.000000490130251,3.49710696700818,0.9593039033742528,Iris-versicolor
+13,5.096421089726993,3.5063390003024524,1.4124796086980707,0.19736766828922414,Iris-setosa
+14,6.776420572289536,2.7673022940999807,4.779778750951005,1.3986261867810903,Iris-versicolor
+15,6.925208664102195,2.5564856015693005,6.072152304995101,1.848692760902077,Iris-virginica
+16,6.693304546910948,3.231943190990222,5.687528534178841,2.0701624087524984,Iris-virginica
+17,4.4,3.21734188051157,1.2912041606255933,0.19746461688331732,Iris-setosa
+18,6.72667956955656,3.0,4.67780327356182,1.489154904295638,Iris-versicolor
+19,7.717289221775575,2.6121348721472226,6.899998335567126,2.3011862903034186,Iris-virginica
+20,6.7904726576249335,2.7958350146013933,4.757084041426989,1.3979749368287144,Iris-versicolor
+21,5.925559320532921,2.918677075931431,4.3913609434186585,1.4902791177180932,Iris-versicolor
+22,4.881656431927713,3.0,1.3974219277914632,0.20736688505892695,Iris-setosa
+23,4.40000061653611,3.216369160844019,1.281241327963939,0.19030959930815744,Iris-setosa
+24,5.141708312487194,2.5051760495726896,3.06089793069408,1.1326966825703044,Iris-versicolor
+25,6.674549783936597,3.2771962494504483,5.703717935165278,2.086421823721588,Iris-virginica
+26,6.677701402553405,3.1219319890729236,4.610672666199171,1.4844804826831297,Iris-versicolor
+27,6.771392426610778,2.806622909362097,4.7278248402480205,1.3846976882973763,Iris-versicolor
+28,6.276754686434558,2.5313285457687367,4.8972453184182445,1.5143356912676604,Iris-versicolor
+29,7.899998684456637,3.8013432456816316,6.398180171821828,1.9696342690352968,Iris-virginica
+30,4.4,3.1690548655318973,1.2935525971075796,0.20622367417190546,Iris-setosa
+31,5.099713846266699,3.4964254850066108,1.3764266974594648,0.20145824994060507,Iris-setosa
+32,4.669231529434704,3.4367638408315786,1.4299117090562141,0.3200428626805178,Iris-setosa
+33,6.706721738531868,3.06005503971394,4.555773073498639,1.4665668699810979,Iris-versicolor
+34,6.698323236790342,3.292428394753479,5.696886452846078,2.499997946620717,Iris-virginica
+35,6.892511699334726,3.1149287448986325,5.104649851133042,2.3025195985807247,Iris-virginica
+36,5.694088230339924,3.0,4.372922991999586,1.496111079840983,Iris-versicolor
+37,4.595816318099663,3.6047286185405643,1.0000005029022674,0.19681065798313901,Iris-setosa
+38,7.6638083675123,3.0,6.579695203101996,2.116740595237863,Iris-virginica
+39,4.88187549432007,3.0597340197673795,1.4843383183036247,0.1,Iris-setosa
+40,5.399736040729084,3.9,1.273220603455345,0.3157341141577652,Iris-setosa
+41,5.716193833386905,2.775002359767867,4.516802770916446,1.2812062863677696,Iris-versicolor
+42,5.303949461286349,3.7587732101159674,1.5631002477842495,0.36374750138834167,Iris-setosa
+43,4.820849481725014,3.4068833725078953,1.618578529643004,0.1989829592075822,Iris-setosa
+44,4.9505237915688705,3.4969074427179017,1.4091609614783407,0.2226366447876046,Iris-setosa
+45,7.687254049315886,2.5769951138691978,6.9,2.279026305575266,Iris-virginica
+46,6.089079373101247,3.308370955325922,4.5949093126427,1.5943538378348514,Iris-versicolor
+47,5.596689379414781,2.783152459752439,3.659122101939497,1.2277420332506026,Iris-versicolor
+48,4.50549749218632,2.334304776844647,1.3099925872499207,0.3124810161448913,Iris-setosa
+49,6.682928568580186,3.0581820719118333,4.595280328977818,1.4646909469867595,Iris-versicolor
+50,6.0581995592192595,2.783398211572505,4.617177898921746,1.501472349850304,Iris-versicolor
+51,6.370936513905459,3.3728892240339547,5.617966660995305,2.3927130825000784,Iris-virginica
+52,6.07782265772043,2.588891535005078,5.5508791325436615,1.422022063367813,Iris-virginica
+53,4.496605406034149,2.289789278075887,1.2802490890366085,0.2961172630393164,Iris-setosa
+54,6.984379142027921,2.5450941399881715,6.256249501961129,1.855821330195173,Iris-virginica
+55,6.366183850950737,3.209832514933854,5.0427253458948575,1.9783016707081282,Iris-virginica
+56,5.977487073211475,2.2091225321382595,5.048681388194852,1.473530281214042,Iris-virginica
+57,4.582741888958636,3.399280427863162,1.3929866486766525,0.3325987053152341,Iris-setosa
+58,4.502967142070602,2.3151878353004447,1.2881380507801499,0.292884874622414,Iris-setosa
+59,6.17145821089391,2.4217761760579166,4.725918082127469,1.5249467686705733,Iris-versicolor
+60,7.6909566132779865,2.6085912103642603,6.899997608566237,2.285555504292155,Iris-virginica
+61,6.0338695101316295,2.7627313176838175,5.016647575393524,1.603512716970873,Iris-versicolor
+62,7.012948328833255,2.92400085640387,5.90239879970591,1.6970304422535476,Iris-virginica
+63,7.9,3.80154203973474,6.31390285818242,2.0084395751993336,Iris-virginica
+64,6.2015850954376806,2.6244947546249944,5.007783465879462,1.5853039362463803,Iris-versicolor
+65,6.350250712696832,3.0651859109151105,5.1039734297862545,1.868937058264473,Iris-virginica
+66,5.118890807506075,2.4799638760240335,2.8108281564255564,1.0698103251352336,Iris-versicolor
+67,5.09033587538371,3.7971742446265178,1.5892762835146967,0.20268538737124506,Iris-setosa
+68,7.69419164729496,2.6275214869512755,6.9,2.2955464064728313,Iris-virginica
+69,5.006181440371641,3.607364225678282,1.3896925268044473,0.20656129690659858,Iris-setosa
+70,7.747509256693337,2.568681964647748,6.9,2.3116800130790964,Iris-virginica
+71,6.033391876764211,2.2599771011459864,5.071971934877771,1.539243904424485,Iris-virginica
+72,5.974928234536842,2.873901225409167,4.63098281654602,1.3321363067676093,Iris-versicolor
+73,5.034302890756089,2.0,3.497183216080837,1.0205588098901233,Iris-versicolor
+74,4.896804193000971,2.3693313400627196,3.35504464801993,1.0419470418074162,Iris-versicolor
+75,5.724247197117784,2.7591102258919613,4.517331454887709,1.3094315699360601,Iris-versicolor
+76,6.796678072958573,3.184943150441528,5.803950499285902,2.3118479522894986,Iris-virginica
+77,4.400000562763757,2.863387541012615,1.3804400229704805,0.20546521347573724,Iris-setosa
+78,6.5084802492298675,2.9529090606025243,4.321649452027487,1.3369946662831826,Iris-versicolor
+79,5.8687447574089,2.8998971204548933,4.667716910293539,1.49096348973331,Iris-versicolor
+80,6.053097726027652,2.8151899440088077,4.917069442008431,1.564291996159502,Iris-versicolor
+81,7.899998901671272,3.805349957333685,6.401864174850612,2.006821884754617,Iris-virginica
+82,7.280142657381374,2.9231733793923835,6.33396551176958,1.8395259517824185,Iris-virginica
+83,5.514991624305638,2.5972571265018742,4.327530462144379,1.2381846940753192,Iris-versicolor
+84,5.574858039087784,3.0,4.196335374057054,1.2969327205363845,Iris-versicolor
+85,6.6982526991705384,3.2789666331478258,5.619815885039075,2.2563228252473375,Iris-virginica
+86,4.711213820239474,2.9315701847921805,1.3761872617760778,0.28997780418537716,Iris-setosa
+87,4.781994629844505,3.3876886660481538,1.4975736037869865,0.19914275533331743,Iris-setosa
+88,6.192270645867967,3.3169292175293172,4.686578316320809,1.6139690961314406,Iris-versicolor
+89,7.698799692589913,2.9195144905452586,6.700111097871495,2.023912797239083,Iris-virginica
+90,6.688583495618184,2.488958612786402,5.790824752184356,1.806317418042328,Iris-virginica
+91,6.701368164092558,3.0,5.7382670963235185,2.05315965581975,Iris-virginica
+92,5.997107438624124,2.810602718191813,4.713072741547722,1.5245551376241695,Iris-versicolor
+93,5.978545746625539,2.2059475407928444,5.09370817825236,1.4843066491860408,Iris-virginica
+94,5.153739835270622,3.735091481499392,1.5808486893957687,0.49272484327001476,Iris-setosa
+95,4.584914504378828,3.3772401225466187,1.3871622089043412,0.2983849035309679,Iris-setosa
+96,5.64017039007169,2.915777988648619,4.077627400101029,1.2560239386096834,Iris-versicolor
+97,5.691464905268122,2.7072318951973764,4.518420871915056,1.2496862398104536,Iris-versicolor
+98,6.314375253410796,3.0736464457287527,5.123973005564967,1.9112671217589583,Iris-virginica
+99,6.253900458586375,2.7539304385774015,5.577664911778687,1.6490777619540677,Iris-virginica
+100,6.715521329460869,3.3213963552671597,5.6974525883849765,2.091717721319175,Iris-virginica
+101,7.011459041856952,3.0231693636054904,5.688063275022804,2.2236006640833104,Iris-virginica
+102,6.93767526035829,2.9762173433933783,5.73662234569566,1.9840633616851646,Iris-virginica
+103,5.8999984977214215,2.936594622756831,4.598681327466375,1.3490132575660163,Iris-versicolor
+104,5.148771693020985,3.617445798363104,1.433324102254718,0.29858247474147925,Iris-setosa
+105,6.749438066107297,3.2254159684269395,5.765832678059791,2.1840851345149326,Iris-virginica
+106,6.749791758509875,3.3630881038591935,5.722028688458526,2.5,Iris-virginica
+107,4.400000625992777,3.2060896871529088,1.3066113384614555,0.20624220968840587,Iris-setosa
+108,7.731870316742733,2.761276740384228,6.717677309045948,2.0082560437799866,Iris-virginica
+109,6.271196908411651,2.7654233325575297,5.602047787994388,1.6519761778021034,Iris-virginica
+110,5.198818313135393,3.4328354354013233,1.4008152739839392,0.20789381306678967,Iris-setosa
+111,6.297751926975996,3.3337806214164543,4.694527874645992,1.6004533285402796,Iris-versicolor
+112,5.246391222370382,3.4317693899931925,1.4081131036877481,0.20425818946547628,Iris-setosa
+113,5.96908753243752,2.8149324498776185,4.829272816134426,1.50594248329445,Iris-versicolor
+114,6.837684415585204,3.105108492336725,5.165282812747403,2.2851030062857576,Iris-virginica
+115,5.2130940100804235,3.4134424771574587,1.4535762698652823,0.1999804399451901,Iris-setosa
+116,5.737377030177455,2.708126270515282,4.945978435123015,1.8965620879838212,Iris-virginica
+117,5.681113634374551,3.778849317217101,1.6565222008503413,0.28000007583303227,Iris-setosa
+118,5.0950941839937745,2.5992167227034906,3.5867780978160617,1.3538268691755486,Iris-versicolor
+119,5.716015756144095,2.9243968449863162,4.22445930606414,1.3103997021646372,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/23/test.csv b/iris/tab_ddpm/2_3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/23/train.csv b/iris/tab_ddpm/2_3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/23/val.csv b/iris/tab_ddpm/2_3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/24/synth.csv b/iris/tab_ddpm/2_3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b623b9b7a9cf2f6152fa3af86ef21d6220614685
--- /dev/null
+++ b/iris/tab_ddpm/2_3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.588367921316413,3.4082078134520843,1.4033257305469984,0.2956782857397915,Iris-setosa
+1,5.672158519738982,2.7603232340840558,4.509451500569263,1.2883514610151037,Iris-versicolor
+2,6.80273463992309,3.08363491722804,5.554288758194575,2.2599977657079893,Iris-virginica
+3,6.658530422844207,2.439049598083286,5.745146602970708,1.7811914903403963,Iris-virginica
+4,5.573780864392422,3.0,4.466964532640015,1.4976973762789103,Iris-versicolor
+5,5.035417413509402,3.510838929025212,1.3948128206871895,0.20012434218679054,Iris-setosa
+6,6.022561476766819,2.209438882872835,5.019641762093536,1.494804966238967,Iris-virginica
+7,7.899999013299824,3.8155280309871293,6.433706621248438,2.0175904817521664,Iris-virginica
+8,6.787050546792366,2.809561703553719,4.731052806296674,1.4048228269884435,Iris-versicolor
+9,5.78720941355097,2.9289329619906064,4.3494628947140725,1.3191892257629436,Iris-versicolor
+10,5.507784453729202,2.4630623805328162,3.7605182550969496,1.0595792452438035,Iris-versicolor
+11,5.595827868938852,2.923031251186401,3.6601106768674416,1.2907144807682103,Iris-versicolor
+12,6.141166682265774,2.742635948459999,4.831952776798644,1.2942613862552528,Iris-versicolor
+13,5.697868232125896,2.9819883953422566,4.069509993394191,1.3146583467374509,Iris-versicolor
+14,7.3246450141940675,3.039454432565504,6.367003830909222,2.14225250881203,Iris-virginica
+15,5.74451606496633,2.983202641724222,4.348336035782273,1.334011682987971,Iris-versicolor
+16,7.458015441622936,3.0,6.4556174881818364,2.035521276066729,Iris-virginica
+17,5.706595043363072,2.6855158072175445,4.008330852313846,1.0336630130811741,Iris-versicolor
+18,5.311168467490886,3.4102468705312967,1.4936338859368423,0.2069530586776149,Iris-setosa
+19,7.8999989397351404,3.787606436385182,6.418120119125323,1.9768893231353604,Iris-virginica
+20,4.4,3.1433488854239036,1.3105898973184786,0.19705455260681404,Iris-setosa
+21,5.822857619397557,2.8508207023449943,5.094402730316345,1.8603970041859206,Iris-virginica
+22,5.795132990629592,2.7689271875135173,4.152477998708644,1.1180945664232742,Iris-versicolor
+23,4.4,2.7932249538450162,1.4063571500231495,0.2047823380328182,Iris-setosa
+24,5.374868375918186,2.404596935031851,3.534292010646807,1.0417569930022246,Iris-versicolor
+25,5.132264975296932,3.4845335041467713,1.3968868843792248,0.19898132355803175,Iris-setosa
+26,4.896253294450939,3.0,1.3753213006175042,0.23608864752156072,Iris-setosa
+27,5.297590311388167,3.7126120860613665,1.6190118213844658,0.19927297112796954,Iris-setosa
+28,6.785520821117679,3.211577009481479,5.827890169656443,2.2618738769500193,Iris-virginica
+29,4.4,3.231161773031936,1.2822308737629606,0.20331952463025435,Iris-setosa
+30,5.0984351667360945,2.5385595454245564,2.979010696693236,1.1884368876639013,Iris-versicolor
+31,4.857880374348454,3.0,1.4311521593404646,0.1,Iris-setosa
+32,6.848383681340964,3.136910177279296,5.754288018265963,2.2097888293991046,Iris-virginica
+33,5.053097660997475,3.790463427152649,1.4865043316693969,0.202034227329294,Iris-setosa
+34,6.731072249318261,3.309097777156028,5.736126079918843,2.499999632835853,Iris-virginica
+35,5.588518367624282,2.9601517121296297,3.922833297871352,1.3030684520938451,Iris-versicolor
+36,5.005255641873541,2.0,3.4518926407101573,1.0096127042981184,Iris-versicolor
+37,5.351366896394502,3.899999510000514,1.2877051747903636,0.44949370098058344,Iris-setosa
+38,5.006333497247255,2.0,3.477555053525032,1.0767275008129837,Iris-versicolor
+39,6.0101991913931645,2.6702874803037933,5.1352535069278185,1.6218678007565162,Iris-versicolor
+40,7.471603497350325,2.9681792964132745,6.453772406432504,1.9433847807407623,Iris-virginica
+41,6.235801496928091,2.7061653726624706,5.595250424658785,1.4953598522049527,Iris-virginica
+42,6.1597723640198465,2.7097161640636673,5.5720317728935616,1.513838373881178,Iris-virginica
+43,5.496820946887383,2.4377707731851532,3.7055707538943192,0.9781225362807624,Iris-versicolor
+44,5.016327696286446,2.0,3.443107138674619,1.0607893865285127,Iris-versicolor
+45,5.713861821850148,2.9497797360610565,3.9310941763810785,1.392812981419623,Iris-versicolor
+46,5.398706880806019,3.410602356213513,1.627226554795541,0.3094293145974549,Iris-setosa
+47,4.400000626949258,3.0,1.3374862857185947,0.2028013180010816,Iris-setosa
+48,6.180178191080487,2.6574962919220355,5.588776822376237,1.4653432816560077,Iris-virginica
+49,7.677181976666766,2.6059611725557943,6.9,2.289603757132101,Iris-virginica
+50,6.307173770564179,2.4530764521412745,4.911382209259499,1.4956797630929315,Iris-versicolor
+51,5.127790142464154,3.487847307935611,1.4001773723871784,0.3193921594889821,Iris-setosa
+52,5.009349921001372,3.5408337152046014,1.3620138589683872,0.20674174103417803,Iris-setosa
+53,6.953873799154471,3.121619507578953,5.073457099793787,2.315039104864043,Iris-virginica
+54,6.230804479089299,3.277511478199164,4.667587830672301,1.6039644236121469,Iris-versicolor
+55,6.867247311183333,3.156083412457,5.702624580906824,2.2569224729958264,Iris-virginica
+56,5.541785580472815,2.4450832474681405,3.826085311403857,1.0359231137106368,Iris-versicolor
+57,5.7384203511093155,2.840405489974157,4.371643195792558,1.2526676540921045,Iris-versicolor
+58,7.9,3.8208379097070586,6.38615130562332,1.9974962666299545,Iris-virginica
+59,6.015026433775617,2.7053890855147604,5.131758819816006,1.6121827973323644,Iris-versicolor
+60,5.1179507498680445,3.4764480935912556,1.376576027584384,0.20421474843148013,Iris-setosa
+61,6.658523334228225,3.146136951310028,4.692679379259008,1.5137730316509115,Iris-versicolor
+62,5.341130311747245,2.4165531434306864,3.474173155609363,1.037971690202703,Iris-versicolor
+63,6.56754435132546,3.196081035946415,4.8004662868885735,1.5477944114765652,Iris-versicolor
+64,4.834344194029792,2.429552014535885,3.208942066793725,0.9681990205385953,Iris-versicolor
+65,6.202515785704833,2.8852284467667335,4.273267485304745,1.2905908297959128,Iris-versicolor
+66,5.165169240353834,3.3251752599218793,1.4308896853358375,0.20677736597051874,Iris-setosa
+67,5.629072199441906,2.4671288903683894,3.8616475586243837,1.1164711573480393,Iris-versicolor
+68,6.737144004889169,3.0858088244421134,4.717648737260158,1.4976865925999947,Iris-versicolor
+69,4.902865339874526,3.0,1.3968700462531725,0.19701730689042188,Iris-setosa
+70,5.570432865222836,2.442947082308394,3.873950196042022,1.004138041262376,Iris-versicolor
+71,4.963424304586717,3.362079245937015,1.4929091506533774,0.3931898920057587,Iris-setosa
+72,5.356441555970078,3.725706700643319,1.5282348374092074,0.40866964965117436,Iris-setosa
+73,6.689639196482884,3.279998203003263,5.675315868564462,2.5,Iris-virginica
+74,7.8999989892723255,3.792323076319479,6.434455853472813,1.9995444886946592,Iris-virginica
+75,6.119114165056615,2.7835337647314935,5.565578513783801,1.7453508163139408,Iris-virginica
+76,6.55253273628186,3.328551567789596,5.587575214907368,2.1247102333070997,Iris-virginica
+77,6.0344165310366,3.4028969132338376,4.522331006857586,1.603964575608617,Iris-versicolor
+78,5.229223108781604,3.4022427472500953,1.4338625539567322,0.20884426451400415,Iris-setosa
+79,6.468356702930155,3.0,5.779776634347959,2.150200405683384,Iris-virginica
+80,4.400000479940093,2.9004205180903493,1.400295230326419,0.19351596914583208,Iris-setosa
+81,6.9562512058433885,3.168271037841025,6.110522173953788,2.2739344134060784,Iris-virginica
+82,5.004808477926984,3.4033966370987794,1.6500317827109148,0.3784813158603448,Iris-setosa
+83,5.539390782998428,2.507135541233043,3.6553421626933207,1.120635073153141,Iris-versicolor
+84,5.960010934973322,2.5736437071949374,5.039403422064562,1.894829507123993,Iris-virginica
+85,5.5310682283668635,2.419859930492095,3.7014472485256285,1.0741515854575745,Iris-versicolor
+86,4.809341395201561,3.4634618758273845,1.4178544349172977,0.20218325263302783,Iris-setosa
+87,5.187760876153088,2.6916826306928687,3.9870833257600147,1.398602572589794,Iris-versicolor
+88,5.592938630932644,3.0,4.0254505065691255,1.3058918028180249,Iris-versicolor
+89,6.219841902273003,2.2150415917008694,4.469506167177956,1.4967300078719508,Iris-versicolor
+90,6.155929404318639,2.651982161564411,5.115133260294407,1.5435601274846076,Iris-versicolor
+91,5.159293226407905,3.4818940238763263,1.4081024402467195,0.26337157180747056,Iris-setosa
+92,6.934326901563167,3.0066677030629507,5.304279417267966,2.213321108537964,Iris-virginica
+93,5.395184667569294,3.385720622865699,1.4990389672895135,0.2873858902403329,Iris-setosa
+94,6.399621566788744,3.1392312780619145,5.7132154897810725,2.2889408140926095,Iris-virginica
+95,5.530892433338737,2.836273353196564,3.2994019598013233,1.3100651921430961,Iris-versicolor
+96,6.6759554489358655,3.077739121079666,5.210471004499303,2.0961333079803133,Iris-virginica
+97,5.02724497264463,3.379071999940839,1.4993386706731369,0.3783859351317946,Iris-setosa
+98,5.2304337681433495,2.7269261045824966,3.867793965485173,1.3876117384578515,Iris-versicolor
+99,6.690577855536501,3.275113035898415,5.687060170617292,2.4999995767399446,Iris-virginica
+100,5.408424426051782,3.40287225726115,1.5884905481918017,0.3217610770281922,Iris-setosa
+101,7.50978094477838,2.8781728601519454,6.610150828117658,1.8978289158883481,Iris-virginica
+102,4.773767630595681,3.36246768897698,1.4947364838890382,0.19824995779262583,Iris-setosa
+103,6.607014964846376,3.0,5.4069204789211405,1.9644560976255123,Iris-virginica
+104,6.722059983179002,3.304920215024026,5.715537129381953,2.499999477668061,Iris-virginica
+105,6.515253361109293,2.9940263487844,4.328177995120785,1.35086928440867,Iris-versicolor
+106,6.605184997639576,3.064801675284471,5.822356731700357,2.2753658840948154,Iris-virginica
+107,6.269436982793584,2.27415116143116,4.383440267138905,1.2841992340682447,Iris-versicolor
+108,6.710326737797737,2.4916546742742107,5.783296757625257,1.86188902297145,Iris-virginica
+109,4.919545000116827,3.422813854156888,1.4978892253598313,0.3015632390514825,Iris-setosa
+110,5.277752707324323,2.5046527489728696,3.438251849511833,1.0484969476860153,Iris-versicolor
+111,5.773679648948798,2.9728395518865445,4.150561950431638,1.4017154627211867,Iris-versicolor
+112,7.6886300020221565,2.6049841124389648,6.899998866993565,2.290042165715278,Iris-virginica
+113,4.915555620165933,2.3779271348210065,3.145370761419711,1.0114607995614961,Iris-versicolor
+114,4.4,2.90490270497902,1.4095839239204355,0.20359408100594592,Iris-setosa
+115,5.57306416597092,2.654505276292873,4.455529892052289,1.2070729057854066,Iris-versicolor
+116,6.028309190717903,3.4179600726902595,4.51570884102622,1.586675135078067,Iris-versicolor
+117,4.4,3.1841676972520623,1.3233552317234238,0.2054831017413594,Iris-setosa
+118,4.958836667042336,2.0,3.370356186904453,1.0357772013835274,Iris-versicolor
+119,5.661567271263471,2.679299563697335,4.450412132970655,1.2057728260864433,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/24/test.csv b/iris/tab_ddpm/2_3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/24/train.csv b/iris/tab_ddpm/2_3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/24/val.csv b/iris/tab_ddpm/2_3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/25/synth.csv b/iris/tab_ddpm/2_3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d69e203b001713ee5858c1f8959ec6d999861e6
--- /dev/null
+++ b/iris/tab_ddpm/2_3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.618551216019397,3.5904691485180757,1.000000498134351,0.18600279553349375,Iris-setosa
+1,6.215255942453601,2.138065034584657,4.513798537304359,1.4800623035483118,Iris-versicolor
+2,4.582028315683776,3.6024479587714953,1.0,0.19495283223619092,Iris-setosa
+3,7.9,3.807306462503106,6.392411417258586,2.002376182865675,Iris-virginica
+4,6.723725257541727,3.0,5.430664850722721,2.027581415124315,Iris-virginica
+5,6.013509472780611,2.7175007831566873,4.845946761052831,1.5099464296981604,Iris-versicolor
+6,7.661756492334992,2.623266897154794,6.899997912614243,2.2939717921674005,Iris-virginica
+7,4.905606088065815,3.0,1.3361479101372038,0.19875011531893833,Iris-setosa
+8,5.081556997898938,3.476554394716324,1.7008593623402513,0.442269539332608,Iris-setosa
+9,6.870203077969159,3.181279197462553,5.6364745015412865,2.31398223953657,Iris-virginica
+10,5.190917288427674,3.43506108811636,1.4058343162823574,0.19998110796656204,Iris-setosa
+11,6.314188471177471,2.304929443568442,4.427525830946442,1.2912978953922112,Iris-versicolor
+12,6.555108507095143,2.9843562372994588,4.35869790802224,1.3514508944300925,Iris-versicolor
+13,7.9,3.7937871251407285,6.428386106828034,2.0248816613905727,Iris-virginica
+14,6.6940341247526725,3.287420867974534,5.708336225767841,2.5,Iris-virginica
+15,6.011947945072097,2.819419398515258,4.704369921087412,1.5312216957960307,Iris-versicolor
+16,6.802653094512439,3.2094849374076264,5.772628721255954,2.312169675600812,Iris-virginica
+17,6.734850455508136,3.2882081788646755,5.743797338882162,2.5,Iris-virginica
+18,6.84122869013907,2.8300103364450853,4.803699537421327,1.382441825196191,Iris-versicolor
+19,6.896316032504437,3.1043712928611553,5.151841884454778,2.2835710283294235,Iris-virginica
+20,7.5653199597047305,3.0,6.596529647679648,2.098448008016174,Iris-virginica
+21,6.876325259091769,3.2141183584539137,5.71982846315129,2.282404355823996,Iris-virginica
+22,5.632055216385465,2.795704567507178,4.277429644444103,1.2426677753049822,Iris-versicolor
+23,6.6294041982454885,3.092399381973088,5.471324892437701,2.025260974969533,Iris-virginica
+24,4.528025775089391,3.3399221940681727,1.38848280040173,0.3654343267181094,Iris-setosa
+25,7.724416084179064,2.6231054503515465,6.899998742340596,2.30043905165837,Iris-virginica
+26,5.559115906053582,3.0,4.50184906668279,1.4961991819581593,Iris-versicolor
+27,5.479246001263734,2.433807098272481,3.7549481833004053,1.0222051437659831,Iris-versicolor
+28,4.578890698136578,3.570543777422403,1.0,0.19325075444839718,Iris-setosa
+29,7.699809908943054,2.6209276604934253,6.899998305654656,2.295086463628393,Iris-virginica
+30,7.656887985108896,2.7786673748644275,6.643624830710894,1.9762999331256161,Iris-virginica
+31,6.444257771347587,3.0,5.372427388081622,1.8229618191255723,Iris-virginica
+32,6.441061743281043,2.943776523325655,4.4185318626310455,1.3529304460010003,Iris-versicolor
+33,5.0558076834066155,3.504194018842733,1.40093346305169,0.20618811553620683,Iris-setosa
+34,6.120787894812299,2.3114560097621166,4.3425730245521175,1.3015777963529158,Iris-versicolor
+35,6.805844334190398,3.175558305453028,5.815365567379127,2.2848277251620024,Iris-virginica
+36,6.473825142124905,3.0,4.391392934559397,1.387233075848182,Iris-versicolor
+37,6.325546376391341,2.384740252282623,4.8384489208698,1.4998688537413696,Iris-versicolor
+38,6.292142076808964,2.2787943359573206,4.578155246128514,1.4811184190271485,Iris-versicolor
+39,5.887496460574909,3.0,5.062035775555386,1.7769512118378281,Iris-virginica
+40,7.341245047543616,2.850901624445556,6.3864927309572135,1.8597735239458655,Iris-virginica
+41,6.004168553080588,3.0,4.266787712814353,1.4796094209200588,Iris-versicolor
+42,5.564193511981968,2.6564786883670464,4.399723531044228,1.1960852391185843,Iris-versicolor
+43,6.636348398244472,2.644118932182047,4.739306201649487,1.3910182277998553,Iris-versicolor
+44,5.109480367816757,3.6167654012782604,1.4174791893177001,0.19704809132426046,Iris-setosa
+45,6.077677295957355,2.6054267976439647,5.581595377671907,1.4108299867703329,Iris-virginica
+46,4.856126236006435,3.104843836265734,1.9105936127914962,0.10000014194609812,Iris-setosa
+47,5.7522401230404485,2.5927416522829527,4.0652446918472585,1.0440019002006127,Iris-versicolor
+48,5.171046164141796,2.686484434844742,3.832088555756438,1.388024563896553,Iris-versicolor
+49,5.4034965520084235,3.5194573671407703,1.6365919361294003,0.2335920589911444,Iris-setosa
+50,4.974950276765938,3.4133803409239034,1.4995419171719995,0.309088719060406,Iris-setosa
+51,6.684352948042978,2.4961590702849676,5.7933770855600795,1.8325209357002497,Iris-virginica
+52,4.88776516322648,3.0682524360675716,1.494118859603713,0.1000001102095792,Iris-setosa
+53,6.695550511039955,3.244518813789694,5.687061290364583,2.146729181065471,Iris-virginica
+54,5.692125315189211,2.618957427533658,4.222032801723551,1.0595751423553785,Iris-versicolor
+55,7.9,3.800479724438878,6.388847557425142,1.9887718887359702,Iris-virginica
+56,6.91792717132139,3.0,5.738946752003442,2.044988770048371,Iris-virginica
+57,5.163400410066995,3.7963066345874106,1.4927559524993166,0.20026527845778663,Iris-setosa
+58,6.077040654252754,2.9956862831413074,4.49415722871021,1.4245666640146066,Iris-versicolor
+59,6.650277284857022,3.0,4.472148167863446,1.439647629967475,Iris-versicolor
+60,4.923684871725966,3.410099425860019,1.4723706150902327,0.3783985565101723,Iris-setosa
+61,6.625140644600797,3.1067019891460066,5.517054279279343,1.9587417597298307,Iris-virginica
+62,6.552802407446395,3.0,4.312025838289157,1.3764769712628444,Iris-versicolor
+63,6.320180194049618,3.2283991645646988,4.7146048945893035,1.5780564742740177,Iris-versicolor
+64,7.671229405362802,2.5871426929126313,6.899998467744194,2.292489253986521,Iris-virginica
+65,6.709691448641771,3.322959983214682,5.731748844978032,2.4999993269592085,Iris-virginica
+66,6.527597042894914,3.226044584928464,5.225749014377794,2.0152432548402173,Iris-virginica
+67,4.828250768802477,3.0,1.3934854006974715,0.10000011400432976,Iris-setosa
+68,7.2604439001078545,3.0,6.047878672277842,2.1357839522316167,Iris-virginica
+69,6.788229312396158,3.0,5.6137948311827985,2.0222233418533153,Iris-virginica
+70,5.242550157455073,3.735861811641957,1.4986819091423105,0.20002521757270464,Iris-setosa
+71,6.712237702167528,3.0754998235110147,4.657334542692378,1.4971435048522297,Iris-versicolor
+72,4.9118476184571565,3.0801037532887006,1.5784651911409522,0.10000013158490913,Iris-setosa
+73,5.316920817717403,3.6036012429413624,1.5364345879411645,0.353930399778571,Iris-setosa
+74,4.798151998440554,3.0,1.4019044833357712,0.10000013935762656,Iris-setosa
+75,6.2756905927398545,2.471196827037272,4.9319334933372625,1.497737297777328,Iris-versicolor
+76,4.614764425764046,3.6239989260508145,1.0,0.1944708277093861,Iris-setosa
+77,6.663628159779467,3.2711803826580863,5.6586001216698545,2.016942932639546,Iris-virginica
+78,6.391814730371749,2.977210681418909,5.570208464511659,1.777208194490884,Iris-virginica
+79,6.228265381026659,3.0672085677853365,4.687065954608809,1.4683849416195704,Iris-versicolor
+80,6.256961422966716,2.4050160875055253,4.797844890302361,1.501290074410932,Iris-versicolor
+81,7.5178048357478,3.0,6.525150433463716,2.1700134811046974,Iris-virginica
+82,6.223562410116684,2.3600430019009004,4.98343656814663,1.8185634522484957,Iris-virginica
+83,4.986608830219398,2.390308034115688,2.9741930346205896,1.019631431758192,Iris-versicolor
+84,6.1104084142339135,2.6090040934038288,5.622328979832034,1.3883726346751697,Iris-virginica
+85,6.454741876865512,2.9441193532909837,4.309786098718327,1.3307652735069588,Iris-versicolor
+86,5.960616766287423,3.136767134126641,4.565494123912944,1.5045301305269452,Iris-versicolor
+87,4.400000598449669,2.8631527505503858,1.4014066834708134,0.19465153759865964,Iris-setosa
+88,6.527902182066641,3.0890053586543234,5.378583422749272,1.9781683483681884,Iris-virginica
+89,6.951149398223301,3.117924220052516,5.02551436864165,2.2926191345459586,Iris-virginica
+90,6.128667515741012,3.3282158327092053,4.657048617603794,1.6035224684680458,Iris-versicolor
+91,4.8702751904700605,3.416381089218272,1.471215012764876,0.38136084229430045,Iris-setosa
+92,6.56787427559766,3.0,5.892492501977253,2.2221436869126117,Iris-virginica
+93,5.419798759150633,3.4006028286850913,1.7730906340062256,0.19765232116485915,Iris-setosa
+94,7.701757306463909,2.608130079614827,6.899998943627461,2.29168142930922,Iris-virginica
+95,5.436503794696451,3.9,1.2508893579987457,0.29008637185614217,Iris-setosa
+96,6.044825420180205,2.668302458458523,5.177160336328921,1.576907917931014,Iris-versicolor
+97,4.400000537318804,2.900044391822379,1.3835553002932028,0.19933993872589945,Iris-setosa
+98,7.899997901897191,3.790885472503,6.417426332820943,2.0315871142440307,Iris-virginica
+99,5.956014581495319,2.9347376413472572,4.479280727823899,1.354317444178995,Iris-versicolor
+100,6.880312440336942,3.0621229120968017,5.222777725237734,2.223190607559591,Iris-virginica
+101,5.682721257550827,2.979084588532995,4.006486866283253,1.4167669564737357,Iris-versicolor
+102,5.6450197862232745,2.562787902706589,3.9220225803498137,1.0824772770943165,Iris-versicolor
+103,5.986068977805846,2.743294643811086,5.075041381305141,1.598297724491248,Iris-versicolor
+104,5.36501017310427,3.7740463436353906,1.49708825961129,0.25513232716255085,Iris-setosa
+105,7.031577846587262,2.901776700370213,6.0857304399082235,1.7456190186225549,Iris-virginica
+106,4.641251259187414,3.3949112768940353,1.4287041975882233,0.2604104977826388,Iris-setosa
+107,5.080317140751037,3.3564880280192444,1.4985718744914764,0.3417280236977954,Iris-setosa
+108,4.626495825937235,2.6481741599700324,1.3458653977600168,0.23457371310440156,Iris-setosa
+109,5.173249370844485,3.7912083690197975,1.4990033393703168,0.20728344996969886,Iris-setosa
+110,6.295132441966384,2.337894408751932,4.405132339381712,1.3115718489930743,Iris-versicolor
+111,5.175994197848646,3.492214858360574,1.402216861557222,0.22196035618293053,Iris-setosa
+112,5.67107878054826,3.0,4.508970068214588,1.506948470294901,Iris-versicolor
+113,6.296171171093702,2.5041506421406843,5.009551162766222,1.9123574300408108,Iris-virginica
+114,7.369833093397756,2.8668894708542068,6.412358689589894,1.8486157543788566,Iris-virginica
+115,6.774507186222245,2.7546331260044497,4.80943699684404,1.4255792968850187,Iris-versicolor
+116,5.6230668059857205,2.9030845639385676,3.7800775430145825,1.285613715382107,Iris-versicolor
+117,6.306167719738393,2.4265844287270943,4.827109356680455,1.4923404929421042,Iris-versicolor
+118,5.781777193203179,2.9661764519637654,4.424856775702251,1.3382323589143668,Iris-versicolor
+119,6.005775544894454,3.0,5.155349218247478,1.8123273107399929,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/25/test.csv b/iris/tab_ddpm/2_3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/25/train.csv b/iris/tab_ddpm/2_3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/25/val.csv b/iris/tab_ddpm/2_3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/26/synth.csv b/iris/tab_ddpm/2_3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..431d1527cf54c3b714c9c0df6d4c48fd3ac478e9
--- /dev/null
+++ b/iris/tab_ddpm/2_3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.003997142463777,2.0000006644979633,3.345383002096735,1.0421257129027053,Iris-versicolor
+1,7.681720598799606,2.619163388781372,6.899998920511437,2.2969445510611037,Iris-virginica
+2,5.656820256467981,2.9586519299572362,4.50021253154667,1.4847643374890231,Iris-versicolor
+3,5.002813363984185,2.4456018802716173,3.1551977724575457,1.0706373541878471,Iris-versicolor
+4,7.759798544752959,2.5770429938812818,6.9,2.3023268695359693,Iris-virginica
+5,6.808841122468257,3.087057266220209,5.185636890435249,2.2521966957434785,Iris-virginica
+6,6.88227309318004,3.1804041424598477,5.770832974976798,2.2864797430284995,Iris-virginica
+7,4.400000564641731,3.1719715838148255,1.3280320334392035,0.20228744144815478,Iris-setosa
+8,6.3154796257042705,3.403401336290769,5.6647627768839595,2.3900518519768563,Iris-virginica
+9,5.0358862834112434,3.426913719979947,1.6342163239475467,0.36957973690742363,Iris-setosa
+10,4.4,3.0,1.3339432201013368,0.19799501799175268,Iris-setosa
+11,6.171574603108402,2.189542769185421,4.476369285358274,1.5188566280538933,Iris-versicolor
+12,4.977546859498663,3.4011937583013467,1.6510203799391494,0.36616025250838813,Iris-setosa
+13,4.925684862583059,2.412859849260702,3.3058348656656156,1.0355284018519315,Iris-versicolor
+14,6.2705230930770215,2.8378565174788455,4.2686894315709365,1.2631866970954366,Iris-versicolor
+15,5.15111271379921,3.497277052173811,1.401922429728833,0.20253647660243276,Iris-setosa
+16,5.215254081212758,3.381797159815097,1.491917665010295,0.3908472806826309,Iris-setosa
+17,4.580629090683109,3.3781462571891145,1.397063768151077,0.3702008268497667,Iris-setosa
+18,5.475249571569655,2.887538549904601,3.61130999059325,1.3439382845874486,Iris-versicolor
+19,4.821011943096404,3.3960280579213165,1.7828179111936033,0.20496896428756053,Iris-setosa
+20,6.502577836006422,3.192281965484626,4.949955475325805,1.9948961118044763,Iris-virginica
+21,4.592618215287211,3.5912641004781776,1.0000005120078161,0.2032423766657133,Iris-setosa
+22,5.104997928339765,3.4892649187061355,1.371816291975631,0.21266994571308012,Iris-setosa
+23,6.646707133497527,3.2786584072292007,5.555472973251667,2.074019249758883,Iris-virginica
+24,5.838065848999486,2.9388800989456434,4.4503065805862745,1.303728400242326,Iris-versicolor
+25,7.9,3.8239023661763025,6.394603697093816,2.0203699966800603,Iris-virginica
+26,6.1354751512329955,2.251692761264704,4.428368241301265,1.4510367076763817,Iris-versicolor
+27,4.486272254168294,2.291077469706348,1.3217836330446504,0.2923525579945683,Iris-setosa
+28,5.68138877805195,3.771351392954587,1.495950309672719,0.29177978761311113,Iris-setosa
+29,4.6105383620226545,3.601047783908083,1.0,0.1998493338599567,Iris-setosa
+30,6.352206729534344,2.4563118470686804,4.784863921410272,1.4811480740223404,Iris-versicolor
+31,6.357399116542227,2.882751708182132,5.6021264310757,1.8432559326292817,Iris-virginica
+32,5.438174232046082,3.9,1.3054276177646957,0.5486113477553984,Iris-setosa
+33,4.871858628221365,3.0,1.3974045933372325,0.2953221201647942,Iris-setosa
+34,5.880672867220208,2.8563101042110177,4.51481990514195,1.2802542953288694,Iris-versicolor
+35,6.6973980843760685,2.4826998451453264,5.794946812287693,1.8231602216605431,Iris-virginica
+36,4.8585396796437434,3.0,1.4014496367034661,0.2876553441696401,Iris-setosa
+37,6.91491165314265,3.1047576506493515,5.528011190509365,2.2704414661256553,Iris-virginica
+38,5.111787979313501,3.4928345884239285,1.3847626769964054,0.2888265309311819,Iris-setosa
+39,6.6492380225930185,3.3460269919115153,5.6199152366792875,2.137002478849526,Iris-virginica
+40,6.877276356100837,3.1988311744136846,5.682526047362508,2.3012039917048717,Iris-virginica
+41,6.245567557519319,2.8825754884578747,5.592165325507446,1.7912589776419119,Iris-virginica
+42,4.897939076370496,3.0818446688877352,1.4801093351083239,0.10000013141736819,Iris-setosa
+43,7.690182651526036,2.57871019465333,6.899997904315413,2.2578445295317477,Iris-virginica
+44,6.752733973899209,2.950665270748313,5.702051361671375,1.8668031295567387,Iris-virginica
+45,5.065537769060494,3.8187889068010406,1.4913700862306294,0.20099863783978356,Iris-setosa
+46,5.81006287691054,2.670359628473922,5.092418609123429,1.8431714019340655,Iris-virginica
+47,5.013959591645415,2.000000471250224,3.508408787098811,1.0088587806710283,Iris-versicolor
+48,6.176509702643653,3.367199641378025,4.632618786002772,1.6397424787041264,Iris-versicolor
+49,5.8654297368074655,3.0,5.194936315249951,1.810000873098309,Iris-virginica
+50,6.731857363423444,3.30682330595075,5.727878222141277,2.499999584750986,Iris-virginica
+51,5.137745913876228,2.5017685418114843,3.0927229604651147,1.101916666538833,Iris-versicolor
+52,6.165772648965104,2.1865805306198505,4.487225709492929,1.5011326515393688,Iris-versicolor
+53,6.774616569096941,2.7844773739192568,4.744697812207867,1.3683336790572107,Iris-versicolor
+54,4.899301244525715,2.383941154803401,3.333053302245819,1.0304388170360783,Iris-versicolor
+55,4.781702203422354,3.452805152671385,1.483010345623264,0.20543417573977243,Iris-setosa
+56,4.825898748619665,3.0565408876152977,1.487153419928173,0.10000010824368405,Iris-setosa
+57,5.490431232068001,2.598867386272606,4.274632118622649,1.185557966530209,Iris-versicolor
+58,7.690623605652045,2.560024136166599,6.9,2.3214023580560945,Iris-virginica
+59,5.493353964313362,2.3692803338030797,3.658214535780965,0.9663247268011188,Iris-versicolor
+60,4.794152606600624,3.0,1.399108847250041,0.1,Iris-setosa
+61,6.514129415062255,3.0,5.441158832223776,1.8097429439483292,Iris-virginica
+62,6.414009870397805,2.9990036425759277,4.4388306144409855,1.381547100311545,Iris-versicolor
+63,7.658746079079909,2.845527493742103,6.613653211217523,2.015954294913098,Iris-virginica
+64,4.877809190121384,2.4054402071887155,3.1484590705815085,0.863450162920139,Iris-versicolor
+65,7.702594156268016,2.6063615977521652,6.9,2.302285894562071,Iris-virginica
+66,6.486563687485963,3.2123155581876124,5.07975845961762,2.024579340726217,Iris-virginica
+67,4.49254297834726,2.336400756109782,1.311730554770569,0.3415812818019907,Iris-setosa
+68,4.768975913438711,2.3694282355386096,3.4444273436700383,0.8981470888258105,Iris-versicolor
+69,7.2705196075798,3.0,6.265709069375559,2.1138675000902762,Iris-virginica
+70,7.447348765480101,2.9918237342885954,6.412566751935806,2.0141395372983952,Iris-virginica
+71,4.983724552021091,3.3815845155232034,1.4961586977038472,0.48731276513750077,Iris-setosa
+72,6.777434726495409,2.823441239520856,4.798962569874223,1.4367312832729473,Iris-versicolor
+73,6.195758423730397,3.347899666356456,4.637004006679416,1.60021824707392,Iris-versicolor
+74,4.6031293215440705,3.617545377871142,1.0000005388714672,0.1968634554361426,Iris-setosa
+75,5.206113570908378,3.3987266814877204,1.4016642715699938,0.1986043736989455,Iris-setosa
+76,5.07996759486909,3.4100179421788153,1.653483721357104,0.38672298117605086,Iris-setosa
+77,5.641829600112015,2.916601194472739,3.9005357476857854,1.3201110376920961,Iris-versicolor
+78,4.708261844702363,2.967853007722184,1.3883472059707804,0.2952022316292551,Iris-setosa
+79,4.895219723867261,3.1193542904933564,1.6000011142625765,0.10000010264059193,Iris-setosa
+80,7.7163012103912845,2.600344520875476,6.9,2.3230249717524796,Iris-virginica
+81,4.608853242382783,3.609213425086482,1.0000005481698815,0.1991118370160402,Iris-setosa
+82,4.845802081322523,3.0,1.4282404842277983,0.10000012875583494,Iris-setosa
+83,5.9785655366050765,2.895825529506994,4.554167239708789,1.5114980908698628,Iris-versicolor
+84,5.350168071590009,3.6551576908900723,1.4944761864758698,0.20013095329863478,Iris-setosa
+85,6.118633649987457,2.6195018677150212,5.6073394339232205,1.4400997555932378,Iris-virginica
+86,6.122519545815696,2.5975356333750543,5.586959251099969,1.3983541170082097,Iris-virginica
+87,6.322596640387496,2.3785552126671043,4.468526251742997,1.3059622051367816,Iris-versicolor
+88,5.738524094841753,2.921100824821928,4.693944661784973,1.511134156277314,Iris-versicolor
+89,5.762839405195797,2.688288290293386,5.067666815757076,1.8722645158738784,Iris-virginica
+90,6.360533643164197,2.93254692732788,5.722863381208359,2.0815559641772046,Iris-virginica
+91,4.789238870607215,3.0,1.3607641474435963,0.1,Iris-setosa
+92,7.7250117583104485,2.5601606788251994,6.899998758339237,2.3081157416400484,Iris-virginica
+93,4.990242388228054,2.4531137186139667,2.8609375756998285,1.0463536254279928,Iris-versicolor
+94,6.7764124527757,3.0641409248847498,5.760686324241522,2.1895350991095084,Iris-virginica
+95,7.89998128590697,3.7263527313496354,6.270226026430257,2.0486225117544112,Iris-virginica
+96,6.44909411360195,3.0,5.37302961008051,1.8493855960704912,Iris-virginica
+97,5.916781843330297,2.915346341780955,4.577175500504711,1.3178884583376154,Iris-versicolor
+98,5.276557270674066,2.5860754391787353,3.594170145477273,1.2039863074931096,Iris-versicolor
+99,6.199537316052423,2.8055107187264303,5.598408474409375,1.774426383777762,Iris-virginica
+100,7.068204963916195,2.9050155914026288,6.085630025042909,1.7487112595210728,Iris-virginica
+101,5.0108384028505215,2.0000005553464923,3.5171146133805213,1.0186201740684053,Iris-versicolor
+102,7.640159835697937,2.5788814091751364,6.9,2.29576864957819,Iris-virginica
+103,6.321437848863442,2.5019127978711775,4.949186456175357,1.9272372136319693,Iris-virginica
+104,6.279691967602649,2.279179982400189,4.6643058862436355,1.4757302670192893,Iris-versicolor
+105,7.673471068850336,2.6370613564735086,6.899998689078091,2.2910042911457396,Iris-virginica
+106,6.118068671252817,2.6513565946360362,5.098822079001557,1.5396865818660914,Iris-versicolor
+107,5.754282115823758,2.719732246643948,4.474715606004339,1.1859947578425256,Iris-versicolor
+108,6.447488627066339,3.1718548637160016,5.045283941308518,1.9326131317533537,Iris-virginica
+109,5.413087805492295,3.399609259378464,1.8148754070751931,0.2004159839275663,Iris-setosa
+110,4.741722231994975,3.3894479041982515,1.4529561767093222,0.2915050873589439,Iris-setosa
+111,6.362026762535699,3.1465885055882077,4.622004564631522,1.4963197330631484,Iris-versicolor
+112,6.300603038408834,2.3234703560264918,4.447476784939039,1.3073551021665728,Iris-versicolor
+113,6.1152044726024135,3.366860914088874,4.531055805482006,1.5916896545566686,Iris-versicolor
+114,7.713517031671571,2.6038879376785555,6.9,2.3185102327995355,Iris-virginica
+115,5.528224461777447,2.441771066257564,3.7747983940589354,1.050637111461818,Iris-versicolor
+116,7.261048689886706,2.9299772349715285,6.279486926870131,1.8623613962448946,Iris-virginica
+117,5.041048772300962,2.450318083305162,3.0775082425936384,1.071110827810372,Iris-versicolor
+118,4.948980280226911,2.4530480055341664,2.9674363183734895,1.018195506912939,Iris-versicolor
+119,4.4,3.0461159924025947,1.3336279954762496,0.20354026202799938,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/26/test.csv b/iris/tab_ddpm/2_3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/26/train.csv b/iris/tab_ddpm/2_3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/26/val.csv b/iris/tab_ddpm/2_3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/27/synth.csv b/iris/tab_ddpm/2_3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83fba7634564e0f11b5a42992e0e667330804c8d
--- /dev/null
+++ b/iris/tab_ddpm/2_3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.89999807458347,3.80214128104893,6.4464632109532385,1.9853750319154604,Iris-virginica
+1,4.793990885716799,3.0,1.4335655105419156,0.1,Iris-setosa
+2,5.19037148867491,3.423352530979565,1.4068865371426047,0.1937057668462995,Iris-setosa
+3,5.80731000370446,2.8485317864079915,4.340694996155981,1.305025629369033,Iris-versicolor
+4,4.918763379411352,3.093598639817662,1.4955872573879856,0.1,Iris-setosa
+5,7.699045674560287,2.7998457137634056,6.700767954695802,2.0101615886466275,Iris-virginica
+6,4.400000501635131,2.8508354653060075,1.3714281397455792,0.19973017804531062,Iris-setosa
+7,6.310407998748012,2.3151540278884104,4.525359995481162,1.3458992331552817,Iris-versicolor
+8,4.941950760278162,3.409545962998381,1.7975985955011784,0.3310710072704395,Iris-setosa
+9,4.89477174573955,3.0870809843231704,1.4963595941341508,0.10000010249152118,Iris-setosa
+10,4.901961564896637,3.40849614019898,1.4861551015928451,0.3482345419573214,Iris-setosa
+11,4.60729969026669,3.62478312759572,1.0000004443305837,0.19470495960548312,Iris-setosa
+12,5.757657009957098,3.0,4.414090567781868,1.4675973905279407,Iris-versicolor
+13,4.625519815427598,3.396401637505588,1.4077336192936756,0.2968783098232626,Iris-setosa
+14,6.206055194282851,2.7674358421374157,4.313245351852497,1.1563286873951504,Iris-versicolor
+15,6.268311384346736,2.9130094348194886,5.644332578212342,1.8646505189844385,Iris-virginica
+16,6.86012193323985,3.0,5.214375690723809,2.229815083480384,Iris-virginica
+17,5.879958412380693,3.1264476833179535,4.4071831401323704,1.4745110224886233,Iris-versicolor
+18,4.881740858284928,2.378563912786699,3.4569356873266903,1.0098759751638697,Iris-versicolor
+19,4.984215051442008,3.3907426981088427,1.489525646026721,0.33845303404173815,Iris-setosa
+20,5.080925856831851,3.8021355153714365,1.7420079261502535,0.1992829580640957,Iris-setosa
+21,6.587855417593872,2.4307267315060233,5.698446678634313,1.8001677538543874,Iris-virginica
+22,5.437892084431909,3.4145948846473884,1.757760433662654,0.2018824378642616,Iris-setosa
+23,6.030846742124445,3.345829853453,4.46839071598268,1.5802967024443884,Iris-versicolor
+24,5.628669703572056,3.0,4.4504706383496435,1.520369650457179,Iris-versicolor
+25,6.02327706613879,2.210392243993872,5.010936505462332,1.4865316204805523,Iris-virginica
+26,5.765788077043637,2.8747845563346495,4.2027079196313855,1.2772124551081738,Iris-versicolor
+27,4.88829000233695,2.4323997651536056,3.3681842603750933,1.017509233644607,Iris-versicolor
+28,5.636126677316412,2.909624624272196,3.776222714340023,1.2506814308478444,Iris-versicolor
+29,6.720577455357486,3.2982616378734697,5.716216459412139,2.5,Iris-virginica
+30,6.281450462863847,3.406644402154041,5.589296221895117,2.3935954850264496,Iris-virginica
+31,7.704933152744695,2.611803623304212,6.89999861005582,2.3233231660393083,Iris-virginica
+32,5.643474311329133,2.8527429804178728,3.594028279452414,1.2795579254877887,Iris-versicolor
+33,5.2704181540717965,2.833944354771996,4.21126364340316,1.4421793853986828,Iris-versicolor
+34,5.097514206978498,3.783753276546395,1.6034379742824545,0.20112456376917104,Iris-setosa
+35,5.44197662991475,3.8999995126664166,1.303868955562699,0.38986835561601363,Iris-setosa
+36,5.565410698751395,2.877366049952575,3.6679958818322995,1.3072923440160757,Iris-versicolor
+37,5.58877240979214,2.486510606681602,3.9869678748885433,1.0436850092689065,Iris-versicolor
+38,6.829439649183581,3.2585383556117353,5.712231262552229,2.253743347930582,Iris-virginica
+39,6.746029865618365,2.786112526882048,4.686583284227241,1.3942513188037946,Iris-versicolor
+40,6.179773192668483,2.4715014220444327,4.424404315020472,1.28669734510398,Iris-versicolor
+41,5.978536590224957,3.103000616826214,4.5886241114342825,1.4933171402629042,Iris-versicolor
+42,5.001990995416698,3.575897896919958,1.4007226661029306,0.20393796556019833,Iris-setosa
+43,5.912537244298648,2.814102726480831,5.36116683389117,1.8403051342827053,Iris-virginica
+44,4.533643068788523,3.3508874968269264,1.3441760774345812,0.29977660351444246,Iris-setosa
+45,6.004007183625046,3.4031167455856184,4.4662693466128855,1.573240987455381,Iris-versicolor
+46,6.754916243390973,3.206198676147202,5.763157718397265,2.282738517833373,Iris-virginica
+47,6.029481968124237,2.6757101890079524,5.07518120470773,1.5895670197932494,Iris-versicolor
+48,4.833929739892071,3.0,1.4252809165709488,0.1000001121028857,Iris-setosa
+49,7.6807453161689665,2.5850152854493165,6.899998871875553,2.305943293525465,Iris-virginica
+50,4.824243562376221,3.0,1.3875486391090124,0.1,Iris-setosa
+51,7.276639920242602,3.040228556098683,6.184652562511724,2.190045964858331,Iris-virginica
+52,5.11400118080567,2.621922945476571,3.599999533631503,1.3650930386175921,Iris-versicolor
+53,7.365270792431032,2.9039415696261863,6.373635107532467,1.8412720433769596,Iris-virginica
+54,4.5974806952361655,3.396818442584466,1.4025383439852404,0.3555053949175789,Iris-setosa
+55,5.778554269272508,2.7794913911727512,5.117518043715874,1.932201478800642,Iris-virginica
+56,4.8964344628567416,3.002240525354746,1.4197356270391615,0.10000361934839039,Iris-setosa
+57,4.856696815171691,3.0,1.4183950085975798,0.10000022418267203,Iris-setosa
+58,4.591917630741099,3.624479134769004,1.0,0.20010229240560956,Iris-setosa
+59,6.668073726441316,3.2781838183666534,5.636432616126265,2.078822399471759,Iris-virginica
+60,7.699715011343461,2.5766433501326746,6.9,2.3176643675146695,Iris-virginica
+61,7.474003255526703,2.745160074933946,6.523039646956847,1.9018880112280205,Iris-virginica
+62,4.999544329614811,2.0000009018284044,3.437340394049432,1.0002274746561721,Iris-versicolor
+63,5.329469755630831,3.8999996487284245,1.296939034924143,0.3742555299984344,Iris-setosa
+64,5.452672775680952,3.3727562996070155,1.8656703167045208,0.19840228989526093,Iris-setosa
+65,5.982843887958834,3.0,5.143914428724661,1.851819388490413,Iris-virginica
+66,7.9,3.8212642430674646,6.390041261145818,2.0077186414717603,Iris-virginica
+67,7.701260351559201,2.5873455827906846,6.9,2.3012556633023484,Iris-virginica
+68,4.940606254949979,3.0568941848837468,1.400905260890218,0.20714725937745063,Iris-setosa
+69,5.118288554576081,3.50198013519958,1.394725374919084,0.29262890159881094,Iris-setosa
+70,6.42868304784935,3.0658929662448653,4.627836464925564,1.4630652926356327,Iris-versicolor
+71,6.164835903563302,3.310827786474519,4.586117734706993,1.5625631474135184,Iris-versicolor
+72,5.137766311093402,2.6221351312961927,3.7029042586084415,1.3644777696902803,Iris-versicolor
+73,7.8999989571162414,3.810730946914852,6.400283495518638,2.0078546593859232,Iris-virginica
+74,6.082497074030168,2.581914616042276,5.615775732053591,1.3915440384276152,Iris-virginica
+75,6.739440506734628,3.2434372506611564,5.828061750871459,2.2364888967469434,Iris-virginica
+76,6.6117359240856475,3.0,5.855658983211871,2.1260879833167246,Iris-virginica
+77,5.7137460723451605,3.809681177763167,1.9629426375174805,0.34083913054028375,Iris-setosa
+78,6.819548097589423,3.0,5.4878078207715015,2.133744362610813,Iris-virginica
+79,4.400000770883364,2.888951952948193,1.4050503737168947,0.2083834717424258,Iris-setosa
+80,5.500368313402285,3.3988134844931595,1.5761312034960113,0.3386955061852042,Iris-setosa
+81,5.675869109963872,2.8051585758460096,4.454986519394992,1.197270962497327,Iris-versicolor
+82,5.5686455483036905,2.4342835202145903,3.8152282086583535,1.068834932060501,Iris-versicolor
+83,5.36610539372748,3.899999542141731,1.293627120478108,0.37472082030566684,Iris-setosa
+84,6.547709071776851,3.0,4.327261352752247,1.3678060442059958,Iris-versicolor
+85,6.091381565657957,2.8277106381258013,4.645131776322476,1.2127403389004643,Iris-versicolor
+86,6.139581962024941,2.9108958128367757,5.6044780717909735,1.7445372809739885,Iris-virginica
+87,4.892139042373326,3.0,1.3950986509663421,0.21443763145040443,Iris-setosa
+88,4.4,2.9797509963240922,1.3925990547243108,0.1910729492053886,Iris-setosa
+89,6.388373508118821,2.881943408858418,4.329136637498996,1.3045526513165315,Iris-versicolor
+90,7.72700042343377,2.587232542090638,6.9,2.316791492186493,Iris-virginica
+91,6.690852730441191,3.2966922549731676,5.698206015663809,2.4999970323854686,Iris-virginica
+92,6.107685107236295,2.5887194931422233,5.081114531217149,1.5408577885795491,Iris-versicolor
+93,6.376890370765347,3.171869601716176,5.032892419252692,1.9373533903480045,Iris-virginica
+94,5.490598874012855,2.541422035024411,4.351484240059296,1.170704104119138,Iris-versicolor
+95,4.509195087496975,2.3159752867812142,1.3060250244246254,0.30335714538317865,Iris-setosa
+96,6.218023534678902,2.227116376274367,4.4859321273046096,1.4885125114816056,Iris-versicolor
+97,7.240609186811636,2.8788041212250253,6.2281459788562765,1.7753094016870685,Iris-virginica
+98,6.207946644350452,2.21480786777951,4.525962014363915,1.511612920315038,Iris-versicolor
+99,6.395673667061984,2.9252307034186904,4.572318405432934,1.321312022669357,Iris-versicolor
+100,7.716383496020332,2.600055863206583,6.899998888618374,2.2900673315987867,Iris-virginica
+101,5.624258137312166,2.9075697313805837,3.6098812987747193,1.2957302793943908,Iris-versicolor
+102,6.475261223988082,2.9167486343064564,4.343558344412803,1.3237988131623253,Iris-versicolor
+103,5.058673534884333,3.535890446311903,1.4022473385840986,0.19522051626863973,Iris-setosa
+104,6.845846168400092,3.0,5.532203192139256,2.069283416697523,Iris-virginica
+105,5.858141099935903,2.703719208365553,5.107976434469826,1.9133960853686764,Iris-virginica
+106,5.168895715470255,3.77941776808478,1.7673676263930989,0.27010340511102127,Iris-setosa
+107,6.4935844932232065,2.9790122945178785,4.255854370711316,1.3395959390240006,Iris-versicolor
+108,6.317856796523245,2.5026170156525542,4.8889692055666325,1.4913277035873405,Iris-versicolor
+109,6.119616439032941,2.604520633885505,5.096252646347449,1.5539823873405623,Iris-versicolor
+110,7.397127504023995,3.0,6.387466817904054,2.1481792801045696,Iris-virginica
+111,6.715707027298137,3.153097558256584,4.713613707108747,1.5126708990293525,Iris-versicolor
+112,6.8021714836005485,3.191226388199762,5.793978333770256,2.277807514653931,Iris-virginica
+113,6.244136061681125,3.2838550483964823,4.64320534656981,1.5623900210533717,Iris-versicolor
+114,4.761607300978795,3.3622339483638894,1.4962853453640539,0.20875299263725983,Iris-setosa
+115,5.012607468705404,2.0,3.536885056583915,1.0053213558605545,Iris-versicolor
+116,6.27298512419494,2.2583726708962084,4.411404397557927,1.3038549834738735,Iris-versicolor
+117,6.306250695745504,2.345005744951128,4.735175404330522,1.5089389217370046,Iris-versicolor
+118,6.327149931282302,2.378746830414215,4.714915769247449,1.5074931971748924,Iris-versicolor
+119,4.9953257719347866,2.0,3.549627046189294,1.0588574552546408,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/27/test.csv b/iris/tab_ddpm/2_3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/27/train.csv b/iris/tab_ddpm/2_3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/27/val.csv b/iris/tab_ddpm/2_3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/28/synth.csv b/iris/tab_ddpm/2_3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc438b4c0bd6f955f8620fcc398144e15d0cc1b
--- /dev/null
+++ b/iris/tab_ddpm/2_3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.615164098808203,3.787044245653338,1.6995596079326136,0.29348010120933515,Iris-setosa
+1,6.065468040599352,2.960793136770525,4.518441599784072,1.3741929740686065,Iris-versicolor
+2,6.29737799364298,3.02662702158728,5.11886509042507,1.8318482963065859,Iris-virginica
+3,4.857942232647379,3.0,1.3935207855662513,0.20466083608870572,Iris-setosa
+4,5.403024506698788,3.410584053719771,1.4875363143966482,0.39152182507005723,Iris-setosa
+5,6.315478855072297,2.324478844190905,4.359186428888266,1.296665736661999,Iris-versicolor
+6,5.216948803294185,3.4294170944565785,1.4054934330494353,0.19627271159784326,Iris-setosa
+7,7.254374734242719,2.9240546455179994,6.186477677060763,1.8150254870025933,Iris-virginica
+8,6.145305577576273,3.3378716233466625,4.620886203398615,1.6075158209034164,Iris-versicolor
+9,5.575728565351766,2.4627772963387042,3.8278113752151666,1.071863244569467,Iris-versicolor
+10,6.089563105815112,3.3283235481748856,4.644302455483421,1.5912170123240872,Iris-versicolor
+11,5.239760405133099,3.774132690068649,1.6304777964780757,0.19876994541338547,Iris-setosa
+12,7.74459450944647,2.60677467738861,6.899998574522322,2.298154120096935,Iris-virginica
+13,6.721687037790348,3.3378542398380953,5.701842421185967,2.5,Iris-virginica
+14,6.080642027415191,3.318583036836675,4.560850075448336,1.5942246441016612,Iris-versicolor
+15,6.010908515576741,3.0,5.220187227527035,1.8046712903765278,Iris-virginica
+16,4.9131327658520085,3.128343050510402,1.5902730375326746,0.1,Iris-setosa
+17,5.05485170598176,2.4811006499494015,3.3635043687748993,1.1138059058275707,Iris-versicolor
+18,6.021103461446378,2.2262993732587004,4.9822674024442435,1.4747460337875475,Iris-virginica
+19,7.48160416470445,2.9094796474520987,6.512500006907695,1.892863522327073,Iris-virginica
+20,7.722395828527372,2.601043482880439,6.899998748085782,2.266024071004083,Iris-virginica
+21,7.707032889059353,2.8074634608151325,6.6804227981445194,1.9697597927553012,Iris-virginica
+22,7.715218642980819,2.6061931898804844,6.9,2.323679839207795,Iris-virginica
+23,7.9,3.803842470396642,6.458219666613149,1.992004919681854,Iris-virginica
+24,5.951218115284222,2.964517036552058,4.651754140268891,1.3429607006127433,Iris-versicolor
+25,6.849730382927358,3.1171950270013578,5.072207255753747,2.2829726102174592,Iris-virginica
+26,5.116803111002887,3.482795140427823,1.3928760571886363,0.2045254776652213,Iris-setosa
+27,5.131623383719104,2.467478725982847,3.2873192497116204,1.014451470191097,Iris-versicolor
+28,6.3423438478001914,2.501938958492209,4.99318704724887,1.8910487554597926,Iris-virginica
+29,6.3155910221837726,3.4072549591638066,5.629411440616905,2.3912886070057104,Iris-virginica
+30,6.384820468208946,2.4209244472090528,4.552867354584578,1.3280333082373244,Iris-versicolor
+31,4.400000506421354,3.0326591113414656,1.3715413519379545,0.2020003273806933,Iris-setosa
+32,7.558664568661688,2.9402856900622454,6.546592135228134,2.016775135299882,Iris-virginica
+33,6.496310504458345,3.0,5.530815154182426,1.7620199407676347,Iris-virginica
+34,6.32693450333968,2.3179492074198977,4.56967205392143,1.4755650826532698,Iris-versicolor
+35,5.025228169907148,3.4582988680120827,1.4963121949874956,0.4305211291381076,Iris-setosa
+36,5.148930817720975,3.771510939841092,1.5598895411351579,0.2157305806594872,Iris-setosa
+37,5.455386846103522,3.899999609150076,1.300995661610891,0.4533497801773188,Iris-setosa
+38,5.637138369525109,2.912533734875766,4.276096218634728,1.3038328950992393,Iris-versicolor
+39,6.301733410017049,3.0,5.369992360486629,1.8051644147046835,Iris-virginica
+40,6.096286994803163,2.621281380618877,5.117298235157107,1.5923849376267587,Iris-versicolor
+41,5.918834963117772,2.891152117507338,4.526744249877195,1.509279685396292,Iris-versicolor
+42,5.678087952236128,2.909586662374076,3.7452299004881797,1.3780564945994225,Iris-versicolor
+43,5.656744344119476,3.796411352518311,1.5021477261486822,0.32825263541310445,Iris-setosa
+44,5.820787155663217,2.686663246752852,4.081411421026419,0.8552252174261128,Iris-versicolor
+45,4.630743988213325,3.5965745814879027,1.000000494513482,0.193790623591033,Iris-setosa
+46,5.088706363574316,3.4977347363237707,1.3973119680269208,0.3172387389724291,Iris-setosa
+47,5.5097499993706744,2.494609941514622,3.7774956344069333,1.0639994161283628,Iris-versicolor
+48,5.913465058950741,2.713421998984805,5.034291760898439,1.5727627521610665,Iris-versicolor
+49,5.913168252208654,3.302948051310014,4.445577100511323,1.6061611988174982,Iris-versicolor
+50,5.405729818597454,3.3938877215299867,1.4982907677204982,0.20170519768909898,Iris-setosa
+51,4.4,3.0,1.360636611620466,0.19496955996672732,Iris-setosa
+52,4.898494928648549,3.0520190509860745,1.4884993380778926,0.1,Iris-setosa
+53,4.400000475750227,2.886583175519096,1.4025506160862233,0.20538990798189447,Iris-setosa
+54,6.305429541180825,2.273291808517808,4.643253825886408,1.487532763535675,Iris-versicolor
+55,6.556291645773613,3.0,4.361657237037073,1.364068307287226,Iris-versicolor
+56,5.235264824604466,2.734407549718541,3.9359696861042415,1.4178130643636058,Iris-versicolor
+57,6.844952451109465,3.1788769170424707,5.773576297370559,2.293353190643295,Iris-virginica
+58,7.6744826312511725,2.5897529500377887,6.899998414442607,2.293629819867933,Iris-virginica
+59,6.800786478255081,3.152831457764004,5.5386644685948845,2.2455286703791577,Iris-virginica
+60,6.568333000332876,3.3195073557546895,5.741298105835553,2.354812471802487,Iris-virginica
+61,6.576758061415144,3.0,5.694739247403886,2.089004773260113,Iris-virginica
+62,5.096942338722719,3.5027700074126504,1.395573366886687,0.2870790704316044,Iris-setosa
+63,6.293872074100966,2.784350096780566,5.603179136841235,1.6955412165801274,Iris-virginica
+64,6.6938859869492084,3.328546057809758,5.700764932161927,2.4999996279219925,Iris-virginica
+65,5.451271614136576,3.899999593030991,1.2668598284716222,0.4193455303636172,Iris-setosa
+66,5.025710295166686,2.0000016246448125,3.5006215186160814,1.0475986182665307,Iris-versicolor
+67,7.8999988122438545,3.795206627533913,6.345601499871468,2.0208250996528467,Iris-virginica
+68,7.63924846912645,2.8197414778792136,6.642396146404996,1.9792683519,Iris-virginica
+69,5.806648564531778,2.70531810613091,4.034309728832605,1.0140239163501734,Iris-versicolor
+70,4.4,3.146538386572839,1.309786021691963,0.19757373119464705,Iris-setosa
+71,5.394147930442778,3.899999294377473,1.3262741178436652,0.37463691749942407,Iris-setosa
+72,7.102692988098319,3.127202736238564,6.2690134189105935,2.2481962225159045,Iris-virginica
+73,5.043805527538958,3.5548790261777095,1.405121002814434,0.21588101937824458,Iris-setosa
+74,5.139295394997091,3.4742093626797224,1.390219902873696,0.21656244110806372,Iris-setosa
+75,4.511919794322357,2.422409214107815,1.3245873246939976,0.3815647933110088,Iris-setosa
+76,4.597194039646192,3.5998450965481172,1.0,0.1866541417507449,Iris-setosa
+77,5.6574814258540655,2.9394627696449733,4.009982908938712,1.302119739030427,Iris-versicolor
+78,5.82559944986031,2.9949493499684414,4.217633451444718,1.3730783826004977,Iris-versicolor
+79,5.091406700531958,3.484451680624043,1.402638952480088,0.20584673352884025,Iris-setosa
+80,4.995959679115744,2.000000455442377,3.5893225223628122,1.0195162221309944,Iris-versicolor
+81,4.7784738133988744,3.3732344496944857,1.5844683035748381,0.20293014406417811,Iris-setosa
+82,6.081089887192232,2.564368210976216,5.56672478781136,1.3939369691637578,Iris-virginica
+83,5.689506284094391,2.953268579777849,4.2594682909152555,1.2814397429871893,Iris-versicolor
+84,4.918910589724128,2.3957579127973534,3.206168314279921,0.9657972699914232,Iris-versicolor
+85,5.772992005288066,2.7589395188166623,4.16122795779208,1.0134301692910292,Iris-versicolor
+86,5.247843202080733,3.562335240018289,1.4721811867439138,0.19860836693830197,Iris-setosa
+87,5.2084568408526675,3.4251823995151662,1.3658128421123663,0.2046419539180195,Iris-setosa
+88,5.446916552705107,3.399465541572187,1.641874539376991,0.20307573495743952,Iris-setosa
+89,4.867815339580109,3.3855915336098255,1.7346145876492656,0.19294213505404162,Iris-setosa
+90,6.136553684274252,3.3578501628606876,4.603278622915776,1.5457037902569175,Iris-versicolor
+91,6.7771930530916284,3.2036606122655606,5.805631792080752,2.28998500464258,Iris-virginica
+92,5.676428469731486,2.5425693060678185,3.989287572412435,1.0788175383287584,Iris-versicolor
+93,4.400000540977775,2.8804583970091,1.4049032592759523,0.1973361120481717,Iris-setosa
+94,6.675472372049499,3.2737483386866506,5.660618755645727,2.4999994278051956,Iris-virginica
+95,7.6493801554838505,2.5844023056603325,6.899998968425535,2.282783241851354,Iris-virginica
+96,5.180146674174161,2.6948034276049393,3.8154916210297167,1.4044519040685424,Iris-versicolor
+97,4.4,3.0372935927300913,1.3146181205218508,0.1996699053220167,Iris-setosa
+98,5.612256076713119,2.9624578145247105,3.9150366904087863,1.308633175777405,Iris-versicolor
+99,6.038399176827149,2.6485158706480725,5.037946533473214,1.6234328059172314,Iris-versicolor
+100,4.6650925049717245,3.4037252904867876,1.40707190313242,0.2951099636526697,Iris-setosa
+101,6.126048612552054,2.8406918010882536,4.605553323242646,1.2447279905016966,Iris-versicolor
+102,6.706488530511401,3.3075678421775296,5.702536975217366,2.1156689632491927,Iris-virginica
+103,4.400000818868874,2.958242555884637,1.4023421961296056,0.20162310937060487,Iris-setosa
+104,6.238400295840732,2.5081902963044715,4.922001381765577,1.5465975374684549,Iris-versicolor
+105,5.928048206274242,2.2018304170287037,4.955553660732622,1.4964260646224958,Iris-virginica
+106,5.174506421088387,3.4472864890071375,1.4004684355977541,0.1955737533531126,Iris-setosa
+107,5.4431644129134344,3.3829070359764035,1.837870411491658,0.19664663966184098,Iris-setosa
+108,4.618401263343336,3.619249182508711,1.0000004841458499,0.19286729602235947,Iris-setosa
+109,6.574256118903538,2.9801502367796218,4.329501840212023,1.3616727872280456,Iris-versicolor
+110,4.4,3.1708009318323587,1.2814088310508647,0.20232799584275618,Iris-setosa
+111,4.980634101014971,2.4095246647712494,2.8897410408440036,1.0135409787906084,Iris-versicolor
+112,4.839570949528688,3.0,1.4170018972738698,0.1,Iris-setosa
+113,7.690276257800904,2.597801776240278,6.8999988878687315,2.299501981158498,Iris-virginica
+114,6.206117147798577,2.598477358415092,5.449145027828767,1.9049688483448048,Iris-virginica
+115,7.9,3.8199803025140415,6.405763458050029,2.036284949389416,Iris-virginica
+116,6.824564497390019,3.2035708790068553,5.796395327504489,2.2929633570347088,Iris-virginica
+117,5.04102368310675,2.0000004765386916,3.5712134589112834,0.9720686331736519,Iris-versicolor
+118,7.634147045833522,2.801576540468277,6.664862034621007,1.9774100561907872,Iris-virginica
+119,6.0564650766038675,3.0,5.109107710954182,1.8149593506118136,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/28/test.csv b/iris/tab_ddpm/2_3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/28/train.csv b/iris/tab_ddpm/2_3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/28/val.csv b/iris/tab_ddpm/2_3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/29/synth.csv b/iris/tab_ddpm/2_3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56bb8fa12679dd434b2c0c8349c631920128d420
--- /dev/null
+++ b/iris/tab_ddpm/2_3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.794805039608993,6.333422162295621,2.017787370426327,Iris-virginica
+1,5.540506486051669,2.6058894401366586,4.433816869781514,1.2163052483774246,Iris-versicolor
+2,4.5167774557375635,2.4181631197110356,1.2738404345227314,0.3220079603831611,Iris-setosa
+3,5.421257460179792,3.9,1.3009479089899205,0.4490251566804905,Iris-setosa
+4,5.470771835056055,3.9,1.293035216611143,0.4431489937237344,Iris-setosa
+5,5.777647827310578,2.745971734088279,4.237802745855503,1.0756014896210266,Iris-versicolor
+6,4.496371828187987,2.327125074609593,1.2941548944631407,0.28376378755416576,Iris-setosa
+7,6.092500638639798,2.605082364644679,5.066914960949623,1.574082326952917,Iris-versicolor
+8,4.592590371169726,3.6256487849925727,1.0,0.19380416663959546,Iris-setosa
+9,6.374355711898306,2.4163475769671003,4.478482969610708,1.315795014020091,Iris-versicolor
+10,5.6367126071304705,3.0,4.0667577796107475,1.2750209184002728,Iris-versicolor
+11,5.011704751541194,3.5380297904125277,1.407308838255011,0.2016269861855166,Iris-setosa
+12,5.272909708561297,2.739553802621292,4.082590813670557,1.3920295828695712,Iris-versicolor
+13,5.512798091074764,3.9,1.3539920457907786,0.4069243590031012,Iris-setosa
+14,6.3197221304504385,2.492060052454363,4.8979430504091095,1.5186199620540015,Iris-versicolor
+15,5.084711017154738,3.671838757248349,1.4955000125003473,0.4388330747592347,Iris-setosa
+16,4.80864168080236,3.0,1.3466061338388264,0.1,Iris-setosa
+17,7.320384008823197,3.027338120846147,6.246541935066622,2.1770169884298722,Iris-virginica
+18,4.400000514638072,2.8934284993674755,1.398322020775971,0.1935154234962079,Iris-setosa
+19,4.400000471645956,3.1282027999631183,1.331318712070709,0.19976308805809484,Iris-setosa
+20,5.0414520698308545,3.5659400581383243,1.385740416618829,0.20123048624103831,Iris-setosa
+21,6.024983294948602,3.3646641054023507,4.539552991329858,1.6090988056355948,Iris-versicolor
+22,5.630524842054432,2.9584890006240463,4.360738037448945,1.45219029286408,Iris-versicolor
+23,6.327822911671826,3.3838233975479266,5.613863358198695,2.386233760549916,Iris-virginica
+24,6.915321821246018,3.112126633021415,5.128181484009438,2.3166937986454834,Iris-virginica
+25,7.6058545055498925,2.9569290079054373,6.583480881189023,2.042589321753641,Iris-virginica
+26,6.051093549962187,2.30444246622351,5.069047753360605,1.469510092091372,Iris-virginica
+27,5.6567663403571515,2.815748600679883,4.424098188047564,1.2983029799843908,Iris-versicolor
+28,6.33893338421524,2.2904529549473884,4.442158289338786,1.314540976884437,Iris-versicolor
+29,7.707774747503773,2.5805146967569503,6.9,2.2910208902185802,Iris-virginica
+30,5.059139688493859,3.506046348895576,1.3871836510293845,0.2027467917684038,Iris-setosa
+31,5.529093265469167,3.899957115250487,1.4194515143451207,0.43573449313174595,Iris-setosa
+32,5.043516912399059,3.610688278176237,1.4023312722778234,0.19543103445971483,Iris-setosa
+33,7.616192952188602,2.8547133047261672,6.638280309413538,1.9609831185047686,Iris-virginica
+34,7.6990803747974255,2.614721789392038,6.9,2.304944414828691,Iris-virginica
+35,4.889141488245397,3.084794991265956,1.4945905336673855,0.1,Iris-setosa
+36,6.203076184929897,3.327063842477815,4.656531765675304,1.6151369163227323,Iris-versicolor
+37,7.9,3.7942047508614736,6.3972269944003886,1.9954788899671656,Iris-virginica
+38,4.5644475990330005,2.6432240062906023,1.3442942534403148,0.28750259950314516,Iris-setosa
+39,4.9907535301199175,2.0,3.197003121029255,1.009615643025405,Iris-versicolor
+40,5.894209543994728,3.0,4.169745923460938,1.488201560522284,Iris-versicolor
+41,4.821992723889901,3.0,1.4120572383105279,0.10000011722414828,Iris-setosa
+42,7.257953346162028,3.0,6.106314466850042,2.116385054400851,Iris-virginica
+43,5.1052642525722325,3.5060466164770467,1.3817984347136907,0.29913150654497755,Iris-setosa
+44,6.407237484063135,2.9827766696653435,5.618867723187028,1.8497788088557308,Iris-virginica
+45,6.566253289508923,3.0,4.4078532656922205,1.4068394306966334,Iris-versicolor
+46,5.9677715082596645,2.8504241389568765,4.5317790220630805,1.514340800380675,Iris-versicolor
+47,7.521884515299726,2.9238966324154383,6.5211869106858,1.8791701840662616,Iris-virginica
+48,5.558475054803299,2.9457974610211854,3.706235016789633,1.2781501364967163,Iris-versicolor
+49,5.510336755076835,3.9,1.293078165747535,0.4453105457587933,Iris-setosa
+50,6.225734268654303,3.2508103290337433,4.662771998658834,1.5636157753062543,Iris-versicolor
+51,6.018019927165069,2.907848127502765,5.4648292176517534,1.7804560492763253,Iris-virginica
+52,5.036163237633303,3.6949276244438707,1.4328528325311916,0.19936261556216534,Iris-setosa
+53,6.541569944585707,2.991035189960824,4.3550134461200525,1.3584338214668827,Iris-versicolor
+54,6.067937812444698,2.6008848919083696,5.582085216999199,1.4191605565287542,Iris-virginica
+55,5.00737655392211,2.0,3.458928256619076,1.0085468376780056,Iris-versicolor
+56,6.201567789219532,2.1893755281461846,4.480004953260776,1.503620702681199,Iris-versicolor
+57,6.008502581240836,2.711765878113698,5.0926759449864125,1.572976739550792,Iris-versicolor
+58,4.976955667540535,2.0,3.6817055112436226,1.0494742118634257,Iris-versicolor
+59,5.221288814626801,3.457007139051981,1.4303943432688542,0.2954032480706558,Iris-setosa
+60,5.011527370050655,2.0000006213032946,3.502646294264168,0.9769127121163574,Iris-versicolor
+61,4.912932480300197,3.422772340016767,1.4954337115525578,0.20931195267463418,Iris-setosa
+62,4.748835514977525,3.0,1.3729988659339123,0.1,Iris-setosa
+63,4.996116038087133,2.434797138060024,3.181747996646127,1.0444859290615967,Iris-versicolor
+64,6.780461101178124,2.7685186569472306,4.758376890155663,1.3895660640087857,Iris-versicolor
+65,6.948542364467323,3.130990953341359,5.119453667878266,2.3228805866356494,Iris-virginica
+66,6.650772393778524,3.0440233401720675,5.405406019299892,1.9881987418498566,Iris-virginica
+67,5.445038279096895,3.3936928062825573,1.6039600026713992,0.4559580209368409,Iris-setosa
+68,4.997937542371431,3.3982654574027817,1.6518938315838891,0.42875502110298713,Iris-setosa
+69,6.008181975963507,2.691859284245189,5.073170666482563,1.5837111050157235,Iris-versicolor
+70,6.482467955849311,2.9498755160504078,4.2976922538028255,1.3536400882938444,Iris-versicolor
+71,5.586101992984408,3.783263182130483,1.7886142152893179,0.29662926593191297,Iris-setosa
+72,7.9,3.824847396613485,6.422066284515928,2.0220366711126103,Iris-virginica
+73,6.2035753496362736,2.5757855816841664,4.999717125082181,1.519694732669743,Iris-versicolor
+74,6.879039580449859,3.0741009058097903,5.308308240641913,2.282308081752535,Iris-virginica
+75,6.465665027232825,3.0,5.495619443531866,1.8360507676893945,Iris-virginica
+76,5.919304512020449,2.8557164024677975,4.7471911800179765,1.521263194061272,Iris-versicolor
+77,5.443699581318833,3.7871178074262315,1.5902139343972344,0.22786536979115066,Iris-setosa
+78,6.108476341654269,3.1431117328641225,4.603192473891142,1.5027687460272128,Iris-versicolor
+79,5.74029154225473,2.812512063057526,4.1485376957149445,1.1561749718882826,Iris-versicolor
+80,5.888105529796387,3.0,4.148010203745005,1.463443267487968,Iris-versicolor
+81,6.325292750233209,2.264197517162123,4.407028361365834,1.315480686927644,Iris-versicolor
+82,6.891096577761057,3.029782374662664,5.427693398800124,2.2166737289979714,Iris-virginica
+83,4.4000005253705305,3.0,1.3691409831218626,0.1972868962550392,Iris-setosa
+84,4.933578197177094,2.449436258835216,3.4434864230535647,1.034793967420324,Iris-versicolor
+85,6.535083296744466,2.994601739879882,4.325843339677153,1.3591895142640604,Iris-versicolor
+86,5.817260369538074,2.680874347205562,4.032694967017069,1.033622342392539,Iris-versicolor
+87,6.217679151520378,2.205503987201136,4.442849199690024,1.4713274177753786,Iris-versicolor
+88,5.701637053221944,3.1094971845293777,4.554155766915009,1.5320191278284396,Iris-versicolor
+89,7.715023618291999,2.5908878327590146,6.9,2.3024419707529113,Iris-virginica
+90,5.007371928024746,2.0,3.5153017517063567,0.9125986115138174,Iris-versicolor
+91,6.693712293948436,2.4811145798640544,5.810847943783617,1.7930260112104044,Iris-virginica
+92,4.9517333816972355,2.4512683660085037,3.208077953724583,1.0553045885235148,Iris-versicolor
+93,4.816024894006379,3.4047416912497797,1.5963317416360658,0.19770958619802947,Iris-setosa
+94,6.0235543459069,2.788998194953208,4.632982703983281,1.1963424175226702,Iris-versicolor
+95,6.737362308938838,3.305887613317646,5.731627302034396,2.1027480833556877,Iris-virginica
+96,5.625130432592867,3.801142544051631,1.814189926901394,0.2894031969295804,Iris-setosa
+97,6.019661290614752,2.2611711952948217,5.042238820589842,1.5144373564909226,Iris-virginica
+98,5.000862947541225,2.000000769053053,3.554292213493617,1.0098333161612425,Iris-versicolor
+99,7.259144392290678,3.078529357490323,6.256484863331324,2.1966585172508166,Iris-virginica
+100,4.88960804998614,3.0,1.3695495603720513,0.2016995776524793,Iris-setosa
+101,4.525590266253787,2.387510692351123,1.291918171312473,0.2950827382946819,Iris-setosa
+102,5.767807211620973,2.9046373716808094,4.365600918818014,1.3061847930650088,Iris-versicolor
+103,6.5192693178387175,3.1373025496144447,5.131633214941815,2.0082582971351663,Iris-virginica
+104,5.622403230962107,2.9749878119712454,3.7340001449172804,1.304960880500579,Iris-versicolor
+105,7.89999881483045,3.8026852176502914,6.417187087693916,1.989512833448838,Iris-virginica
+106,6.345272117843852,2.354398923373115,4.536206160885227,1.3349571386142634,Iris-versicolor
+107,7.345454301506786,3.0,6.39231752779928,2.129165727270911,Iris-virginica
+108,5.389817555749496,2.5058008155045948,3.8453440048399443,1.107227850594904,Iris-versicolor
+109,7.716845477668693,2.5794094383346287,6.9,2.317686565802984,Iris-virginica
+110,4.819525450110287,3.0,1.4157398517663453,0.1,Iris-setosa
+111,6.230421609928535,2.211225867837862,4.495868682689259,1.4915420757741005,Iris-versicolor
+112,5.5986604609166655,2.949014130046328,4.20090692209544,1.3841889959006586,Iris-versicolor
+113,5.04398310828173,3.4984940739585353,1.3938004163914488,0.21095075672471675,Iris-setosa
+114,7.9,3.8037777502826318,6.3999419401656965,2.0277102869125248,Iris-virginica
+115,5.50932955710126,2.4281257002388608,3.659955494022395,1.0207506800173631,Iris-versicolor
+116,7.6928270520214435,2.575728383007293,6.9,2.303253987233954,Iris-virginica
+117,6.456100649066194,3.1491611654408764,5.1791660133638056,1.9148266578942912,Iris-virginica
+118,5.843462545035442,2.9066543793227257,4.240289701226703,1.34762107431551,Iris-versicolor
+119,4.8118639609498075,3.0,1.403913087837463,0.10000010742956174,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/29/test.csv b/iris/tab_ddpm/2_3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/29/train.csv b/iris/tab_ddpm/2_3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/29/val.csv b/iris/tab_ddpm/2_3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/3/synth.csv b/iris/tab_ddpm/2_3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a9c297fcf023f7ea13cbad3e2d62673a05a0fc6
--- /dev/null
+++ b/iris/tab_ddpm/2_3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.90320768174367,3.263640565484315,1.4673376252582853,0.20077782508647654,Iris-setosa
+1,4.509701004705643,2.319914731854229,1.3055447967318505,0.29870254094765764,Iris-setosa
+2,6.800678266073244,3.1700255366880974,5.547122942506347,2.2128065357701234,Iris-virginica
+3,4.400000761460444,2.92525929662693,1.3612322834339161,0.19670296335171727,Iris-setosa
+4,6.490999907841671,3.0,5.5781607095689525,1.8136707300989647,Iris-virginica
+5,6.1799499847894745,2.2509065333930782,4.474481950181998,1.483925148109323,Iris-versicolor
+6,4.4,3.224100002928378,1.2979920580653301,0.2006074410728873,Iris-setosa
+7,6.013494686373248,2.83750611774231,4.714811983232155,1.525978092574991,Iris-versicolor
+8,5.000650817145523,2.0,3.548403710609485,0.8806502012088242,Iris-versicolor
+9,7.899998172948997,3.790098898572542,6.366504767228537,1.9823562647642263,Iris-virginica
+10,5.389709407095074,3.8999993984719517,1.300355672383194,0.4507235146684403,Iris-setosa
+11,6.044134818868412,2.7129611446195123,5.010464280988436,1.6093698572373771,Iris-versicolor
+12,5.589484853465567,2.463223001949919,3.8329734594482803,1.033202336880608,Iris-versicolor
+13,5.333321740877932,2.9302051755939473,4.246657531021663,1.4457160330330368,Iris-versicolor
+14,6.05168012353067,2.5885009331354674,5.6081906583913135,1.4037188762970487,Iris-virginica
+15,5.073598728985181,3.5170687029329124,1.3948317933739898,0.2822616614818447,Iris-setosa
+16,4.400000486944413,3.0952412911348204,1.3064866998718387,0.20288078039075302,Iris-setosa
+17,5.64391203685511,2.893407125091347,3.6715388035299727,1.3109947562021742,Iris-versicolor
+18,6.736216305697438,3.1623964698149796,5.285343303740346,2.263388957704379,Iris-virginica
+19,4.607921920386476,3.6358500044996873,1.0000006817637406,0.20015547840806663,Iris-setosa
+20,6.145536373139372,2.9017727683702765,4.595989221206998,1.2698446536365284,Iris-versicolor
+21,6.24878812837317,2.2865952614316676,4.701358018690169,1.5142372891841083,Iris-versicolor
+22,5.42124613360195,3.9,1.2628051632671258,0.47171414908509685,Iris-setosa
+23,5.425382883935528,3.4096090236925662,1.4897189145313818,0.20412508281334513,Iris-setosa
+24,5.989816868271242,2.6337205671084,4.870325512464685,1.5394506915308255,Iris-versicolor
+25,4.601461216499017,3.583678093575051,1.0000006189788233,0.20171679301696202,Iris-setosa
+26,6.739779337703541,2.802884958363963,4.698624812593976,1.3840629332990404,Iris-versicolor
+27,5.622212071565341,3.0,4.375528410585542,1.4823291182521894,Iris-versicolor
+28,5.814164537730297,2.854963379464945,4.722841036677093,1.535063386650904,Iris-versicolor
+29,6.337747889558971,3.39901248356425,5.597794013464668,2.3892435234983234,Iris-virginica
+30,6.878873651946217,3.109326986065123,5.174297487237468,2.3203017638188186,Iris-virginica
+31,4.880899058302369,3.091156247297762,1.4898010420838357,0.1000000901134434,Iris-setosa
+32,5.030981898634614,3.5471541434556806,1.4008653534947366,0.20697958058109386,Iris-setosa
+33,5.320108930480504,3.3576268343427724,1.4643912339336707,0.20135521774176288,Iris-setosa
+34,5.376762544748506,3.4155644107792806,1.487796191626281,0.3639945146238067,Iris-setosa
+35,7.699689762848172,2.62703722824893,6.9,2.3078118348391916,Iris-virginica
+36,4.619177790355935,3.594693879632098,1.0,0.19311449184668916,Iris-setosa
+37,6.063480698455582,2.796669898890947,4.342462919986049,1.223661324945245,Iris-versicolor
+38,6.207670890566529,2.240470731728175,4.6030646940184745,1.5069653578082216,Iris-versicolor
+39,6.80872336198646,3.2048898459574815,5.952026934577119,2.292261937164631,Iris-virginica
+40,5.756470199429686,3.0,4.429647617963119,1.5078015157198057,Iris-versicolor
+41,5.831057689578134,2.8918033390463163,4.499843887862172,1.320598423163933,Iris-versicolor
+42,5.676167655059898,2.9386991979906125,3.8420864557649193,1.3363878715893258,Iris-versicolor
+43,5.644520025302086,3.0,4.215272880817461,1.3186528923434087,Iris-versicolor
+44,5.694216990190365,2.8776319784610433,4.117312682781277,1.306026786240248,Iris-versicolor
+45,5.762663096128853,2.7711638828187946,4.214261327554916,1.2382736810682915,Iris-versicolor
+46,5.776513528745709,2.6679415488170437,4.0789469254243915,1.0040274180970947,Iris-versicolor
+47,5.567649281175342,3.015828491524115,4.537013782088857,1.5007613102834492,Iris-versicolor
+48,5.361473820671321,3.403213724637816,1.4894377541020347,0.3873364823699432,Iris-setosa
+49,4.4,3.170527267102302,1.2776747015339227,0.19973019710217357,Iris-setosa
+50,6.11489229963951,3.3931001699803156,4.550710411513119,1.5968624605437096,Iris-versicolor
+51,6.309534034992567,2.503186905835435,4.8425710916677955,1.4732323543945085,Iris-versicolor
+52,7.393435377922097,2.9124716406455535,6.397034958894887,1.8945021985076853,Iris-virginica
+53,6.669294416791802,3.0665340361960616,4.5650838037913255,1.457932184611714,Iris-versicolor
+54,5.9288382531828425,2.7372989847569236,4.466403402163868,1.1395691118539353,Iris-versicolor
+55,6.798901933921471,2.9834751888258912,5.661709472662276,1.997878385335795,Iris-virginica
+56,6.232563255536359,3.242947922405229,4.639205178662078,1.522231808423475,Iris-versicolor
+57,6.303151304472914,2.4126796985927714,4.686739423948499,1.3991556541051196,Iris-versicolor
+58,5.796752195904678,3.0,4.2549232659620015,1.4917578894834709,Iris-versicolor
+59,6.528064098887217,2.998487140028484,4.356437463850943,1.347204136456896,Iris-versicolor
+60,5.410388942498832,3.388062393878861,1.5599817734819925,0.19517225293360468,Iris-setosa
+61,6.309382063314007,2.4432739874916143,4.805064844706271,1.5268729927215738,Iris-versicolor
+62,4.947841677055768,3.4241706487948456,1.4764024829397366,0.200382499528952,Iris-setosa
+63,5.083416280768811,3.673099485311833,1.4936971900081668,0.41526512976292573,Iris-setosa
+64,5.1531224056675455,3.764872680724128,1.6892189892586202,0.20012417836419033,Iris-setosa
+65,5.74552567890892,2.7980612218366248,4.537302621525692,1.2759377105614933,Iris-versicolor
+66,5.315167392617128,3.6903119626692784,1.4921485722710068,0.20577028973144457,Iris-setosa
+67,7.9,3.8166117431400886,6.36479952095381,2.0068626935385256,Iris-virginica
+68,6.848622471855657,3.0,5.518050198411805,2.1447227352397014,Iris-virginica
+69,5.107725710331998,3.5038383961285855,1.405428688830415,0.19843058287290397,Iris-setosa
+70,4.562136811188265,3.5719821933544815,1.0,0.20586391260957376,Iris-setosa
+71,4.987418460937215,3.408462909548732,1.5091278417861356,0.3663630475696222,Iris-setosa
+72,6.3222260175041844,2.336841266007353,4.366940101573021,1.3133321495783377,Iris-versicolor
+73,7.688906455239666,2.576843009704479,6.9,2.3158932483435506,Iris-virginica
+74,7.644873112411157,2.7868434467840952,6.6607036331751,1.9386723127170964,Iris-virginica
+75,4.6051421390929255,3.603754078206932,1.0,0.20293676073552402,Iris-setosa
+76,5.888706783015162,2.7734653974322505,4.623615120093907,1.2265486270880193,Iris-versicolor
+77,6.2795759667824145,3.3168216675317863,4.6388846998447635,1.6208729778552917,Iris-versicolor
+78,4.576114865498842,3.394411962504708,1.3855324177251314,0.3301467545331149,Iris-setosa
+79,4.613703116444634,3.4229394433737625,1.405658470102473,0.3192235156753891,Iris-setosa
+80,6.890845947861906,3.0228022093701203,5.719651303906019,2.180861137361872,Iris-virginica
+81,4.504593851245711,2.2640742632789177,1.2963396762387125,0.2951880634713974,Iris-setosa
+82,6.073637412161596,3.374564912783595,4.542340967509788,1.5862891948356135,Iris-versicolor
+83,7.1941544789571035,3.0,6.088956896143288,1.9641463268100308,Iris-virginica
+84,7.727291300177335,2.824642524942098,6.687694673560727,2.020510877671894,Iris-virginica
+85,4.865962244321616,3.0,1.425768707080287,0.10000013561131932,Iris-setosa
+86,4.984418697724987,2.0,3.4973903669872044,1.0494196157379394,Iris-versicolor
+87,4.96956442848633,2.0,3.456538842896204,0.9208319237546032,Iris-versicolor
+88,7.693721326472405,2.6284154467491425,6.899997168024587,2.3220842153704293,Iris-virginica
+89,6.3131958481171075,2.2991706689888054,4.447515258092705,1.2709175044637195,Iris-versicolor
+90,6.204286755491891,2.17088707792963,4.50705691325068,1.4890224736840616,Iris-versicolor
+91,5.581807589361321,2.7051552667497014,4.4602268238945575,1.2494031039195257,Iris-versicolor
+92,5.48116150164541,2.5789856097825674,4.272514197452108,1.2327032371650075,Iris-versicolor
+93,4.80617635588047,3.0,1.3868643174752122,0.1,Iris-setosa
+94,6.704440813929814,3.0528229691488318,4.631375441004621,1.4859760690329682,Iris-versicolor
+95,6.119582701450865,2.618893636391545,5.594727305256952,1.4242448456325885,Iris-virginica
+96,6.936903604115594,3.1284179689335687,5.184084433152897,2.2955753077543575,Iris-virginica
+97,6.025978655880558,3.0,4.327706657977341,1.5026290209204525,Iris-versicolor
+98,4.878472885926013,3.0,1.4007076187989331,0.24521487060855868,Iris-setosa
+99,5.093934143740259,3.247305277859205,1.4234328044340019,0.19398891831277987,Iris-setosa
+100,5.867547740124644,3.218891732581467,4.5244609839492,1.5138962518108798,Iris-versicolor
+101,5.3992328590429075,3.403009877177048,1.494242721784634,0.41251926988483906,Iris-setosa
+102,6.265873286122898,2.407845031149145,4.821748893543489,1.5048718726200905,Iris-versicolor
+103,7.576538833021779,3.0,6.537777154771131,2.1051949364975266,Iris-virginica
+104,6.907882336068874,3.0644394371203387,5.109780121486353,2.2746993449781296,Iris-virginica
+105,4.506488248178918,2.3352223542776214,1.3069673358630638,0.3416905289711133,Iris-setosa
+106,6.482824744253417,2.9909050494488167,5.5922798515971195,1.7970793822562603,Iris-virginica
+107,4.400000602260409,2.9029608986847277,1.3802598754675175,0.19723043132158885,Iris-setosa
+108,5.347002529434092,2.7307783976889244,3.7780663719412653,1.3922018730878403,Iris-versicolor
+109,4.781762928456824,3.3986018836604766,1.5813117222513828,0.19951840036225435,Iris-setosa
+110,5.444318380592884,2.581745632994304,4.381424559647807,1.1621753051078103,Iris-versicolor
+111,6.243981989144851,2.2878495172353603,4.68667365897041,1.4933531772977262,Iris-versicolor
+112,6.235993152080206,2.648790626946289,4.962943670095226,1.5053027070659974,Iris-versicolor
+113,6.434287555907045,3.229808114089046,5.031300975858908,2.046235155530028,Iris-virginica
+114,6.95327397491329,3.17360716401593,5.975315850986573,2.261165086774028,Iris-virginica
+115,6.241488356176255,2.86890670836198,4.202012082213385,1.2022750955854111,Iris-versicolor
+116,4.8963225286680485,3.0607684806423126,1.4746254855594239,0.1,Iris-setosa
+117,5.132501660457925,2.551231842866052,3.116368766478373,1.1666003948913206,Iris-versicolor
+118,4.4,3.170754300577848,1.2950798999483746,0.2098977008506004,Iris-setosa
+119,6.206908331141467,2.2003464654217284,4.4601610350558385,1.468263248888949,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/3/test.csv b/iris/tab_ddpm/2_3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/3/train.csv b/iris/tab_ddpm/2_3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/3/val.csv b/iris/tab_ddpm/2_3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/4/synth.csv b/iris/tab_ddpm/2_3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32164edf50eafe650d8258069cfa4c17c8d05170
--- /dev/null
+++ b/iris/tab_ddpm/2_3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.735913743721781,3.0,4.525370894996231,1.480238528621273,Iris-versicolor
+1,7.9,3.8183386396585313,6.424927236055045,1.9638891682502388,Iris-virginica
+2,4.628859047514759,3.5887780752642207,1.0000005678955513,0.20255206733095305,Iris-setosa
+3,7.304551318472244,3.0,6.2938195814355264,2.074237201543987,Iris-virginica
+4,7.899998908137882,3.8149546882487315,6.419635057667666,1.9836368173611787,Iris-virginica
+5,6.093598598666151,2.625359290640006,5.026938967481269,1.5564451294972363,Iris-versicolor
+6,6.3219226760461416,2.583081743579581,5.002486958486943,1.530710380259597,Iris-versicolor
+7,5.760072713441274,2.678968724156275,4.998981069462447,1.921946883550427,Iris-virginica
+8,4.6191567545644325,3.419543191089463,1.3973690458127905,0.3763634955500934,Iris-setosa
+9,6.0162692665584565,2.8641931005849792,4.56897658108647,1.4999593248428396,Iris-versicolor
+10,4.400000975956678,3.2274094668569466,1.3285215685658984,0.19912242281641807,Iris-setosa
+11,7.726848991811314,2.5759752617561396,6.9,2.255898605562029,Iris-virginica
+12,6.714057741668284,3.1373727265955647,4.722758328585249,1.5036478102175768,Iris-versicolor
+13,4.7470978575451355,2.955042246148239,1.3818153176156533,0.29327913206847356,Iris-setosa
+14,5.65203292379523,3.0,4.116386190877344,1.3017959604519072,Iris-versicolor
+15,5.884630907663528,2.8060328850654264,4.608163405673876,1.5218893753810732,Iris-versicolor
+16,5.977430509421692,2.6905835518049903,5.0316781522013825,1.599786772316357,Iris-versicolor
+17,7.6991619722364995,2.594840751508347,6.9,2.299174850581062,Iris-virginica
+18,5.818126086397889,2.6764723526505305,4.027004999036092,1.0443272857198267,Iris-versicolor
+19,5.412117160513665,3.9,1.2940507144132267,0.3658285615171374,Iris-setosa
+20,4.774076468107658,3.417735835013198,1.490599251950268,0.19782716680492446,Iris-setosa
+21,6.2986970924465595,2.2793484048395567,4.406262475331029,1.302288104798245,Iris-versicolor
+22,6.309826856262024,2.442395489545447,4.809040846549324,1.499204997975578,Iris-versicolor
+23,5.4133001273333745,3.4005445155509175,1.5375109679538614,0.3946904589311083,Iris-setosa
+24,4.977396398456912,2.0000007002560705,3.549718033104236,1.1054134403885971,Iris-versicolor
+25,5.936511914075258,3.243135698174659,4.359965364491102,1.5260167075571687,Iris-versicolor
+26,5.022908861790513,2.0,3.539192683578354,1.0313195332204703,Iris-versicolor
+27,5.166955380686073,3.436350357737004,1.4009598703403512,0.19686065263596944,Iris-setosa
+28,7.634112465998965,2.804425677699433,6.645729813726432,1.979384983885666,Iris-virginica
+29,6.345159244627433,2.3993622595450246,4.832514255068888,1.4935722167656644,Iris-versicolor
+30,4.800697371512703,3.0,1.4041426564560162,0.1,Iris-setosa
+31,4.497845197826379,2.3012206160592648,1.3387656692884844,0.2979642287762952,Iris-setosa
+32,6.49989465556704,2.9764124203493405,4.326387112865078,1.3557936274668372,Iris-versicolor
+33,6.321225830612061,2.3496635593553763,4.437254765423408,1.303840835140464,Iris-versicolor
+34,4.895950851185597,3.0,1.411068555279353,0.21199632422118692,Iris-setosa
+35,6.254549794933539,2.4247863965795604,4.358773977113956,1.2917303767067825,Iris-versicolor
+36,6.964141158794588,3.0933450613711932,5.595108541913116,2.2599170270771762,Iris-virginica
+37,6.348816569809411,3.4164170086457806,5.6050116625339585,2.402817133727159,Iris-virginica
+38,4.591398787490256,3.5903540373177623,1.0,0.19007198695815702,Iris-setosa
+39,7.9,3.817990972807416,6.460437298301194,1.9795942590812479,Iris-virginica
+40,7.491554995117147,3.0,6.490224142285975,2.064727665481903,Iris-virginica
+41,7.685581283457164,2.6120587129998376,6.899998693257328,2.2913186688429104,Iris-virginica
+42,6.213740510266073,2.2119483032659435,4.501872192970386,1.5005643019019517,Iris-versicolor
+43,5.625175970319976,2.9129959145429534,3.840092461816789,1.3003610838643838,Iris-versicolor
+44,5.083480085228207,3.8008905366323926,1.4966020956973591,0.20290542782205295,Iris-setosa
+45,4.805116120162349,3.4056378544700054,1.4984246226386762,0.20032675542962744,Iris-setosa
+46,4.4,2.888607028431574,1.405008654605078,0.20248325619153418,Iris-setosa
+47,6.207121395632012,3.300202326342483,4.600507543204108,1.5122574425492774,Iris-versicolor
+48,5.402141232924274,3.4171036664405126,1.5339367585919372,0.19295506882417263,Iris-setosa
+49,7.536089494375625,3.0,6.585889498677895,2.119173839495851,Iris-virginica
+50,6.956012110583536,3.1134412072315474,5.111829891276782,2.30515461916158,Iris-virginica
+51,5.3412320828632796,3.732071923494883,1.6010315982293593,0.40248558420202707,Iris-setosa
+52,7.899998340228511,3.791681775424197,6.352297249056429,2.017150601505451,Iris-virginica
+53,4.618250949666581,3.591291741773441,1.0000004702247909,0.20168390975987127,Iris-setosa
+54,6.314565998128146,2.2973899489876266,4.436411462882974,1.309289798355375,Iris-versicolor
+55,5.94796558659085,3.074083238780697,4.306644709012369,1.5292726402237715,Iris-versicolor
+56,6.695952207856459,3.290187588365276,5.668698126322341,2.0998404360019687,Iris-virginica
+57,5.561911727074479,2.790174426619378,3.673679001154915,1.2911739292060629,Iris-versicolor
+58,4.8253733035494655,3.0,1.407234937970353,0.10000010553970555,Iris-setosa
+59,6.285612754507891,2.2985683113154245,4.307357478521419,1.313540090114471,Iris-versicolor
+60,6.013424623386607,2.2237100724861367,5.0279668354019,1.5108421412854707,Iris-virginica
+61,5.6652495162736844,3.7828159474378538,1.5361935515753662,0.29184718454888164,Iris-setosa
+62,4.650564477914534,3.4076734707940104,1.3917575109602884,0.30767555895178755,Iris-setosa
+63,5.889737207223584,2.803049387444249,5.2818344025754955,1.918334008801339,Iris-virginica
+64,5.548210171372742,2.4752365113136197,3.8176874381608683,1.0811706370005152,Iris-versicolor
+65,6.659919279257277,2.623216673197895,4.917873734815673,1.443533785778899,Iris-versicolor
+66,6.650652399529317,3.294138536667649,5.675650036989224,2.499999286839751,Iris-virginica
+67,6.316531767978738,2.3148540232886496,4.443224636971848,1.3110542261879476,Iris-versicolor
+68,5.612081247787691,3.783484496563239,1.7158001038922368,0.2969030637278734,Iris-setosa
+69,6.582423574677421,3.0328682561986056,5.742497260229177,2.1506089928375736,Iris-virginica
+70,6.528655181846398,3.167757001862139,4.773825827504197,1.5258961574027603,Iris-versicolor
+71,5.590481717687944,3.7578930016561776,1.59311809500235,0.2426850372520768,Iris-setosa
+72,4.675963407780633,3.4011819219984547,1.4100336629229397,0.29841000058978173,Iris-setosa
+73,4.847456402239359,3.0,1.3938483312211063,0.27498211528924665,Iris-setosa
+74,5.413603070862418,3.3874876933445854,1.4958376008966148,0.3269267372072352,Iris-setosa
+75,5.1262543042955135,3.6496414755886324,1.7217422681923202,0.412387250681532,Iris-setosa
+76,6.562856031657571,2.981977333089589,4.307358367415513,1.3589135131250871,Iris-versicolor
+77,5.177128074355776,2.6580939045513285,3.821117701884215,1.379272511654674,Iris-versicolor
+78,6.704427419218252,3.275697598146288,5.681277222841316,2.052841757221136,Iris-virginica
+79,6.273679661118737,2.3245758938902155,4.412886978198419,1.3223828768337678,Iris-versicolor
+80,5.756037777118939,2.731869154109694,4.5628151449539915,1.2453273799165547,Iris-versicolor
+81,7.642098075814066,3.0,6.6670060877134185,2.0788808019241776,Iris-virginica
+82,6.281848922295232,3.402843875259924,5.588546546562426,2.3962592025141687,Iris-virginica
+83,5.387348321928568,3.3927337948387284,1.4899112329444015,0.19946022236689204,Iris-setosa
+84,7.9,3.819712635904958,6.448281181363713,2.020187764058966,Iris-virginica
+85,6.311580957431987,2.511752305126755,4.994900562949686,1.8732271060889416,Iris-virginica
+86,6.703028784499207,3.2842887567142194,5.705748830510281,2.5,Iris-virginica
+87,5.389945974258844,3.9,1.2853136053255718,0.2883947126652957,Iris-setosa
+88,6.799527404677438,3.1920597561052437,5.799912161981671,2.3065144316162303,Iris-virginica
+89,6.126955132194672,2.6193669572190066,5.624853074304241,1.448734892250487,Iris-virginica
+90,7.664144710382681,2.599384532929355,6.9,2.30906523258592,Iris-virginica
+91,5.46044434456221,2.3821104876252908,3.7465503506231363,1.0293348480622713,Iris-versicolor
+92,5.835233635919819,2.7728144752528694,4.267871765106551,1.0076437174240704,Iris-versicolor
+93,5.13442314262896,3.6846275421385286,1.4411211207265993,0.20569598090768113,Iris-setosa
+94,5.608000355331489,2.5215254037650765,3.912565751576862,1.1075368089464046,Iris-versicolor
+95,4.996028440158896,3.3962816968596377,1.4833024942447839,0.49641934932693227,Iris-setosa
+96,7.660046532937756,3.0,6.6299807388707475,2.0804563236109934,Iris-virginica
+97,5.688438273017178,3.0,4.4568903133412485,1.510656422834824,Iris-versicolor
+98,5.084291028746386,2.532482451293476,3.4993117159758484,1.1666226376569053,Iris-versicolor
+99,5.537135953452553,2.597861331392712,4.306211930759255,1.17119066824913,Iris-versicolor
+100,5.304022233240753,2.649879425889775,4.151534649607263,1.3245259024302378,Iris-versicolor
+101,6.290636605760808,2.6377889647587467,5.663739099731528,1.5153635475136709,Iris-virginica
+102,4.400000446629314,2.970278675347407,1.38257850206949,0.20113395812476362,Iris-setosa
+103,4.610581300875108,3.596054948278369,1.0000005960356484,0.18934183823477524,Iris-setosa
+104,5.034759937812386,3.6852180469291707,1.418466998310004,0.19859726653606619,Iris-setosa
+105,4.4,2.917483355320172,1.3991249966719959,0.19855886723996202,Iris-setosa
+106,5.767752110688687,2.917239635692455,3.919652236359369,1.3704484879898642,Iris-versicolor
+107,4.810665444237768,3.0,1.4406898378380626,0.10000011042329358,Iris-setosa
+108,6.06178170346519,2.2548985752999293,4.998654035369009,1.5873361826350703,Iris-virginica
+109,6.723553808877593,3.3089297341231,5.728133943913551,2.165161177444463,Iris-virginica
+110,6.305229312298596,2.3432005758702514,4.406531865837888,1.2725834994644505,Iris-versicolor
+111,6.723417784192728,2.7776809823147586,4.793570895001385,1.4179994515165062,Iris-versicolor
+112,4.404617041987229,3.2207909763411116,1.4052428989577959,0.24345161418646283,Iris-setosa
+113,6.3799448508382905,3.0,5.261879438494007,1.8219015891858241,Iris-virginica
+114,6.6768809936664155,3.1315368529756347,4.686247808375419,1.5229309689567327,Iris-versicolor
+115,6.152310960327087,2.593616881127795,5.628974243851792,1.4235011614367419,Iris-virginica
+116,6.605371722825879,2.4765448451600087,5.770341164540946,1.7637849581172276,Iris-virginica
+117,7.698927876266285,2.5734885548986197,6.9,2.3027195455148615,Iris-virginica
+118,6.7770281211802,3.223308084111576,5.89495271752496,2.3137190690164275,Iris-virginica
+119,5.524393743846534,2.4498744396074685,3.766449646652413,1.0566540931121233,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/4/test.csv b/iris/tab_ddpm/2_3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/4/train.csv b/iris/tab_ddpm/2_3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/4/val.csv b/iris/tab_ddpm/2_3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/5/synth.csv b/iris/tab_ddpm/2_3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ec783a81e95251c122daf9425483c394b555460
--- /dev/null
+++ b/iris/tab_ddpm/2_3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.760006367877675,2.992155452975271,3.928528600888244,1.437330233441768,Iris-versicolor
+1,4.828745840043682,3.0,1.4292276184702823,0.10000009833712924,Iris-setosa
+2,6.2678490095048,2.3029736922052004,4.706150250002336,1.4942271171800512,Iris-versicolor
+3,5.496043123652682,2.633244334943523,4.412220899436794,1.2562099327027438,Iris-versicolor
+4,4.787676104541966,3.391136831221989,1.660169126682193,0.20219568911567262,Iris-setosa
+5,7.0398568438466205,2.584423918595724,6.201470078410871,1.8632311707009768,Iris-virginica
+6,5.658444237939548,2.7356855630456205,4.534592630800536,1.2616469329935658,Iris-versicolor
+7,6.9270681228826865,3.1239561883501192,5.33235783452277,2.306309873674332,Iris-virginica
+8,7.486218091361788,3.0,6.486053861840654,2.092744206274785,Iris-virginica
+9,5.924824887230874,3.4288478380398746,4.491897186719607,1.6060386452644542,Iris-versicolor
+10,5.558768653800532,2.414800099249205,3.8544604490863468,1.0843692159765506,Iris-versicolor
+11,4.926492671502548,2.4189266090819856,3.1646503800218353,1.026142467589756,Iris-versicolor
+12,5.982554279549955,2.1792517291054723,5.039098415422442,1.4854664756615588,Iris-virginica
+13,5.263051823522382,3.4631465616994905,1.4951562015117454,0.19622122744328996,Iris-setosa
+14,5.359067962575241,3.4282701316451285,1.621755100897799,0.20577435222004775,Iris-setosa
+15,5.930006288776157,2.796974120404396,4.78714090076445,1.537850842063898,Iris-versicolor
+16,6.1681945439321355,3.361519990847539,4.597584862066875,1.5949333642724632,Iris-versicolor
+17,5.865830825172687,2.8459544504420524,4.609354314088141,1.3043405813034408,Iris-versicolor
+18,7.021955015308713,2.9397138155796485,5.990772880631714,1.8530743498468891,Iris-virginica
+19,6.702492252998377,3.129489318271907,4.735554327537103,1.4900803017911064,Iris-versicolor
+20,6.279640027293616,2.5151170822617046,4.938373276876465,1.5122340673257189,Iris-versicolor
+21,5.852237871096208,2.8047561446549945,4.206562776590383,1.1353670333168273,Iris-versicolor
+22,4.4,3.1822401895108774,1.3122971129680576,0.19834233168449028,Iris-setosa
+23,4.981089481956698,2.0,3.3528887482971426,1.0003501701855742,Iris-versicolor
+24,6.543408699640923,3.21504327434734,5.104033197643665,1.9861688806327567,Iris-virginica
+25,4.400000673495818,3.2061982333411114,1.2827279406272638,0.20454319272493027,Iris-setosa
+26,4.879058029209957,3.0,1.4412049603868886,0.1,Iris-setosa
+27,4.973402479447985,3.6284034293154814,1.3990002888011763,0.19453050976027397,Iris-setosa
+28,6.470441105218702,3.197158827178339,4.6508685676621235,1.5307919905961258,Iris-versicolor
+29,6.488898906564484,3.0,5.738581615662107,2.103506151181505,Iris-virginica
+30,6.155494946017373,2.9485562400304115,5.47630626055089,1.7282334097880891,Iris-virginica
+31,6.818737835017331,3.0,5.337888840948007,2.1924659747210504,Iris-virginica
+32,4.990994950611764,3.552449823200087,1.3988529111552086,0.2062934035026624,Iris-setosa
+33,6.0076677103199945,3.298377749198469,4.3740650865939195,1.547179151763921,Iris-versicolor
+34,6.6370411079955405,3.0,5.777268754675893,2.169835510528997,Iris-virginica
+35,4.4000005413435455,3.0082323194342764,1.3576633044439443,0.2066064134574463,Iris-setosa
+36,5.075727425012713,2.554663376290836,3.554939656257069,1.3091838269342446,Iris-versicolor
+37,6.738346361238558,3.2020581938075616,5.8379270660366736,2.2912521573607934,Iris-virginica
+38,4.625975592285641,3.400954266998624,1.4119833227181806,0.2939140377720225,Iris-setosa
+39,5.545330977352596,2.3856080500764483,3.7831448675482666,1.0610270128494892,Iris-versicolor
+40,5.631621766401762,2.5778461486536495,3.8851875363875457,1.0575181483980856,Iris-versicolor
+41,5.00624087553438,2.0,3.5343644267872567,1.0159076519375312,Iris-versicolor
+42,6.6851306636832435,2.5083300772715167,5.801292195223018,1.794844392790223,Iris-virginica
+43,6.534763766725977,3.271199133702876,5.75153760385973,2.3386982427711587,Iris-virginica
+44,6.731628388552204,2.9806098234935314,4.722941589187129,1.4403885309552753,Iris-versicolor
+45,6.137336747491291,2.6465859496973727,5.074388051630076,1.588989795580234,Iris-versicolor
+46,5.421715356112955,3.402927325448075,1.6655177343680423,0.28495166750764106,Iris-setosa
+47,5.250612993698168,3.389866242014223,1.3968504568439999,0.19495137808093402,Iris-setosa
+48,5.082869469728993,2.5076627766490813,2.991820152189468,1.1235379035171258,Iris-versicolor
+49,4.576648753051711,3.5747386478620045,1.0000003759786775,0.19545807207672522,Iris-setosa
+50,5.997668988529389,2.1983600899004987,4.977901403211082,1.4807144679705424,Iris-virginica
+51,5.627012622401225,3.7918784229110365,1.6181055045046473,0.29204732606248973,Iris-setosa
+52,5.951611890472871,2.7149017440571486,4.871249863432899,1.6164193995590954,Iris-versicolor
+53,5.127937121785535,3.675170275146329,1.4805409982090474,0.47413473034503884,Iris-setosa
+54,5.620533617627077,3.786681602725173,1.552823564358073,0.2631861375198365,Iris-setosa
+55,6.055714203499549,2.688196346767698,5.191938636265499,1.6460154376901481,Iris-versicolor
+56,4.969821076557193,3.4107525305391904,1.5484064056591933,0.32884180933089324,Iris-setosa
+57,7.020868637545298,3.151563080934767,5.352330859832489,2.318823285316494,Iris-virginica
+58,6.202598590925368,2.5725798701328695,5.026435623149446,1.5308542843653588,Iris-versicolor
+59,5.478185046540539,2.4062507728167133,3.5350242409677035,0.9804693319551252,Iris-versicolor
+60,4.922801235542469,3.0,1.406970513594134,0.20263690439244939,Iris-setosa
+61,7.510394964945755,2.8735858242189467,6.5687630661822265,1.8919199798357256,Iris-virginica
+62,7.7235133974914945,2.6057643712906886,6.899998956532155,2.3189827045604035,Iris-virginica
+63,4.909620598244082,3.1226891896912186,1.700854462039465,0.10000012898267124,Iris-setosa
+64,4.511963389712701,2.3363373897036186,1.2997085618523512,0.34271850530657133,Iris-setosa
+65,5.95118372343131,2.762236353052592,5.187865986738002,1.8122748693266313,Iris-virginica
+66,6.0969503094312065,2.672175131444313,5.114405560948457,1.5842466295107698,Iris-versicolor
+67,6.381890744443898,3.237106905064403,5.690518920348558,2.328120397946032,Iris-virginica
+68,7.9,3.8106144492913945,6.338714086677117,2.0044214044418736,Iris-virginica
+69,6.084246877284981,2.790577728649726,4.3661884830017215,1.117643610224289,Iris-versicolor
+70,6.239537518072543,3.154171648170693,5.54883575476908,2.1526075093108146,Iris-virginica
+71,5.746720526214358,3.2237846929303755,4.538628635792738,1.5610379873352571,Iris-versicolor
+72,6.240361395419506,2.237942829662821,4.429558181324881,1.3465007144150125,Iris-versicolor
+73,5.557546650763875,2.49275800908213,3.749637378501213,1.059268745819026,Iris-versicolor
+74,6.456406672298108,2.922722737512031,4.297304020582086,1.3214118116200866,Iris-versicolor
+75,4.400000660390249,3.172976252315491,1.2836484531718506,0.19779665136856395,Iris-setosa
+76,5.68624641497845,2.8599964614052356,4.338782334907928,1.3052311985221619,Iris-versicolor
+77,6.710260584968392,3.1010060795187675,4.6840599111932395,1.4994699195245176,Iris-versicolor
+78,5.052299321514089,3.788431558121658,1.5495948785718856,0.20005257102175433,Iris-setosa
+79,6.319108883557483,2.8790823386618887,5.629700305630342,1.7844922103355483,Iris-virginica
+80,5.816997202861236,2.590285252501145,3.7925846828590752,0.9568660889958891,Iris-versicolor
+81,5.701445755209633,2.657755339457876,5.072132688945539,1.8957001865543766,Iris-virginica
+82,5.649042818168728,2.714674937146075,4.526069993440459,1.2909751261566187,Iris-versicolor
+83,5.6903481710534285,3.0291535702004677,4.3348142659783155,1.506290133845343,Iris-versicolor
+84,5.702043012747783,2.920170402684636,4.149735745479317,1.281145050146777,Iris-versicolor
+85,4.803627002454041,3.3920886453470023,1.7409042751327404,0.19416040862246364,Iris-setosa
+86,5.423116853285754,3.4053838934990814,1.6231271902953193,0.385988499038524,Iris-setosa
+87,5.640554007958744,2.9261015323765687,3.8219391690864857,1.3044097343191563,Iris-versicolor
+88,7.1791956315023455,3.1078099023272587,6.131770868653915,2.216739159258985,Iris-virginica
+89,5.631468898335646,2.548009790640265,3.9277114533729454,1.0706998502764191,Iris-versicolor
+90,5.188401149401183,2.6770872367709506,3.970129744882891,1.4106642093388766,Iris-versicolor
+91,6.646322371924871,3.0097361319544294,4.495812850261306,1.4613377468390136,Iris-versicolor
+92,6.505863604156866,2.842299614366064,4.519897682574957,1.3268154973071848,Iris-versicolor
+93,5.999569840984528,2.5526185033864124,5.540347328212126,1.407426687101033,Iris-virginica
+94,4.400000561890927,2.919689403905272,1.4013088304585635,0.20870023173609156,Iris-setosa
+95,6.200803315046875,2.233719817801005,4.520892945248343,1.488964811438696,Iris-versicolor
+96,5.814914428470131,2.840685833869242,4.503939517547042,1.3012378779460707,Iris-versicolor
+97,7.704269226570316,2.605722996149647,6.8999988882612335,2.3277677852365293,Iris-virginica
+98,6.639592937466318,3.066160400768535,5.497610389983237,1.9642935563252135,Iris-virginica
+99,6.034092405037965,2.805800956126955,4.662449702170716,1.2036065348306866,Iris-versicolor
+100,5.622608909550651,2.84227026392118,3.6597869125023124,1.279521188287986,Iris-versicolor
+101,5.059614850498176,3.5249787370371988,1.3831081003419676,0.20489694206584214,Iris-setosa
+102,5.5164057253090055,2.5519435143342637,4.282863836564079,1.149094598234974,Iris-versicolor
+103,4.9557963638971225,3.41102241507585,1.8413727723819888,0.27173320237480797,Iris-setosa
+104,6.228137198147947,2.2021194751925934,4.481791840002021,1.4971951252106632,Iris-versicolor
+105,6.678887035690249,2.8180505022930524,4.548932634150623,1.359608141879882,Iris-versicolor
+106,5.142578170769132,3.716320380901911,1.4644039863688376,0.20146008263517878,Iris-setosa
+107,5.421099696911142,3.899999482513069,1.252659488483323,0.33075876097840906,Iris-setosa
+108,4.4000006419381785,3.1751274282959137,1.3143677090997048,0.20434149053729467,Iris-setosa
+109,5.286463975382,3.3866067704781275,1.4969718961121568,0.20731826259045014,Iris-setosa
+110,6.518263315901246,3.204154840625925,5.133718584490164,2.018781619489348,Iris-virginica
+111,5.0505349795792895,3.4096593632765857,1.6002790066510475,0.39639278844748665,Iris-setosa
+112,6.52825670379978,2.991529944085877,4.343431168912686,1.3563154457432591,Iris-versicolor
+113,5.647288385698473,2.51331768780173,3.976733247801019,1.139543892502217,Iris-versicolor
+114,6.151754407138087,2.9979834676684494,5.441380689796863,1.8425406631794812,Iris-virginica
+115,5.017590986118871,2.0,3.4974346540253944,1.0498346973787345,Iris-versicolor
+116,6.774275484637207,2.5383224441013033,5.960350230091262,1.8353720570498895,Iris-virginica
+117,6.3386567530693,3.3126574385601733,4.674746042331166,1.5619685864599404,Iris-versicolor
+118,7.667157036561446,2.774223990370318,6.66419250385841,1.977186013454996,Iris-virginica
+119,5.898125436651636,3.0,4.1506323264166785,1.4988666695414525,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/5/test.csv b/iris/tab_ddpm/2_3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/5/train.csv b/iris/tab_ddpm/2_3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/5/val.csv b/iris/tab_ddpm/2_3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/6/synth.csv b/iris/tab_ddpm/2_3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28b56cb521ad88b319d087591f4cc5969becd719
--- /dev/null
+++ b/iris/tab_ddpm/2_3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.720859391484368,2.591641483020842,4.02660953811248,1.0734351831410165,Iris-versicolor
+1,7.685123717503174,2.595256789329176,6.899998867431394,2.3046087468734493,Iris-virginica
+2,5.7811597352019,2.651802306391282,5.135784634352587,1.8405336923750888,Iris-virginica
+3,5.696244501368711,3.0,4.424038348142679,1.474614815940568,Iris-versicolor
+4,5.744750629347596,2.8216775413224253,4.252432427503329,1.1861691743718983,Iris-versicolor
+5,6.331970345585876,2.4508394823317063,4.819784039910449,1.5055553969286148,Iris-versicolor
+6,5.081483442340502,3.7077079485631153,1.4502588938214058,0.2002263087159429,Iris-setosa
+7,7.701389570027112,2.5992518292530096,6.9,2.2990145247890785,Iris-virginica
+8,6.47116036669904,3.0,5.53035331275889,1.7901432150435264,Iris-virginica
+9,6.729078226341077,3.2805249500392892,5.705802720874928,2.1526739159232853,Iris-virginica
+10,6.607888636880878,3.0,4.4564169784836825,1.440506670523317,Iris-versicolor
+11,4.752263268405084,3.0,1.369408577798863,0.1,Iris-setosa
+12,6.901718502022502,3.1208596494899297,5.085566449412819,2.3119610470257967,Iris-virginica
+13,6.6063500414024094,3.044892174408189,4.704114541855477,1.4494948833496102,Iris-versicolor
+14,6.779911561708694,3.2461804278188264,5.732406594188726,2.243362770428984,Iris-virginica
+15,6.329362963370568,2.9256738869369596,5.614102108865724,1.8266321698556354,Iris-virginica
+16,5.111794837519079,3.409792270350957,1.4942345817843223,0.4736219468453982,Iris-setosa
+17,4.914368190426584,3.104863782997441,1.5435039795371828,0.10000010836922103,Iris-setosa
+18,6.247640942868433,2.2835481601434053,4.647071720244638,1.499649283530518,Iris-versicolor
+19,5.5998206092191,3.7941503209655814,1.709272598696508,0.29067057994457346,Iris-setosa
+20,6.642873466890827,3.0828581982687706,4.631773311452974,1.4858419027953649,Iris-versicolor
+21,6.551517513867613,3.0,5.772355431345494,2.1650205546460355,Iris-virginica
+22,6.759020400326127,3.174613705672804,5.932508381886331,2.2985530305458486,Iris-virginica
+23,4.954112277687147,3.3872964079758217,1.6418785621484704,0.30933762587950814,Iris-setosa
+24,4.795692374522145,3.0,1.3959061820078718,0.2965021129848133,Iris-setosa
+25,7.6007212037959215,2.8783446317161308,6.579129370551354,1.864392537107751,Iris-virginica
+26,6.3009379696946075,2.441950948434678,4.883203982406833,1.4992406148353101,Iris-versicolor
+27,4.7945608957345165,3.0,1.3661374691888486,0.10000011523016435,Iris-setosa
+28,6.5352201116685285,3.1456349525024434,5.155306185719802,1.9710849744793553,Iris-virginica
+29,5.997804765145181,2.708565236309471,5.103885168593606,1.5987942941310145,Iris-versicolor
+30,6.154320404477491,2.656540808897321,5.662553512103466,1.4642141523676706,Iris-virginica
+31,5.373913810282629,3.8999990323390343,1.3125433865024603,0.37036190333759167,Iris-setosa
+32,5.864674472411458,3.0,4.424410827783629,1.5265508252864008,Iris-versicolor
+33,6.272207705244965,2.491172393009375,5.015160728334327,1.8783710059010839,Iris-virginica
+34,6.7300548947076555,3.240506291550239,5.595003144167707,2.347221873021352,Iris-virginica
+35,4.8210694288442,3.2474386822946517,1.4094136976393539,0.2986325439422827,Iris-setosa
+36,6.64028651798336,3.279056272393395,5.591169301164072,2.097689319222085,Iris-virginica
+37,6.702061947079436,2.74148240652239,4.780803670822296,1.3882548826996008,Iris-versicolor
+38,6.500984960209944,2.9466516720504883,4.322492949503513,1.3371084917349205,Iris-versicolor
+39,4.825253159981125,3.0,1.394424897614915,0.2995691316438167,Iris-setosa
+40,7.699507774607614,2.5907035568750607,6.89999832856258,2.2876295812141265,Iris-virginica
+41,6.726245969401301,3.330422304654218,5.703305074199631,2.5,Iris-virginica
+42,6.154357817557192,2.6058739757086604,5.6139091027604415,1.4430451915475682,Iris-virginica
+43,4.887967748276293,3.107993062911092,1.4745709006553902,0.10000009880363914,Iris-setosa
+44,6.657652937681518,3.0274446687672665,4.541735612445614,1.4886615520673119,Iris-versicolor
+45,5.729921886253352,2.783947378396979,4.486074553626752,1.301903760887174,Iris-versicolor
+46,6.075904489657958,2.823382409822391,4.678691903957781,1.3020198036202337,Iris-versicolor
+47,5.946559824974942,2.851079522741837,5.080753258463524,1.9484877154499451,Iris-virginica
+48,7.9,3.8194984768578006,6.4111614493617495,1.9710884448467083,Iris-virginica
+49,6.50234062853192,3.264962600194384,5.738180767027959,2.342769911235241,Iris-virginica
+50,4.4,3.0,1.3611470084183375,0.2049532151779498,Iris-setosa
+51,5.899668635408876,3.0,4.292251188654624,1.4959538672235537,Iris-versicolor
+52,5.204158826604349,3.6940148761690152,1.7245304175385232,0.3809032779731576,Iris-setosa
+53,5.120064166669595,3.4920130193725534,1.4030343118075037,0.20061913909968168,Iris-setosa
+54,6.4499222075544935,3.0,5.796407990371495,2.199541753918328,Iris-virginica
+55,6.697017926934214,3.2549779787509445,5.698511943983564,2.499999233071586,Iris-virginica
+56,5.399732817921698,3.9,1.2814058096955439,0.47322995718979965,Iris-setosa
+57,5.10989751431691,3.795566856365171,1.4987566068535487,0.21966358691437657,Iris-setosa
+58,6.115113576728219,2.608204180528452,5.5879050372993815,1.4115193624213338,Iris-virginica
+59,5.244451947589912,2.6840414238138965,3.9722551639557713,1.3970123489557247,Iris-versicolor
+60,5.4353886268592255,3.3840808407478216,1.6839781003166572,0.3146273912838625,Iris-setosa
+61,6.077125236478268,2.7388584484180254,5.314614385057793,1.876400773328069,Iris-virginica
+62,6.771195856265087,3.2099852440827976,5.764987205877219,2.2534619075128894,Iris-virginica
+63,5.915854573739605,2.757554365459206,4.598245828553865,1.2304861983668371,Iris-versicolor
+64,6.196912064741958,3.3210886464460683,4.645093661503294,1.5994825393331487,Iris-versicolor
+65,4.4,2.876380896960773,1.410116176969748,0.193082885474417,Iris-setosa
+66,6.468259351585888,3.0488179584482866,5.2792856604510305,1.8448707243571576,Iris-virginica
+67,5.533481672355976,3.0,3.9911099114373902,1.2760999719624413,Iris-versicolor
+68,5.553157669516475,2.427144928565883,3.8071911784121597,1.0572968886058354,Iris-versicolor
+69,5.636673692705437,3.7893041063460675,1.7067302429233622,0.2962646187722878,Iris-setosa
+70,4.509600133042283,2.4071380425297506,1.2834557563899534,0.27445600741399323,Iris-setosa
+71,6.352225067491205,3.2307722813790885,4.677613776423014,1.5676402357145371,Iris-versicolor
+72,5.643448562312871,3.0,4.523951339313748,1.499235297895693,Iris-versicolor
+73,5.016446459678677,2.000000962027155,3.5263911937349346,0.9270210025794632,Iris-versicolor
+74,7.152007421317212,3.010273291321732,6.00826355984269,2.1801317406565586,Iris-virginica
+75,4.91057493049962,2.413731473529699,2.862180504320512,1.0000620954077335,Iris-versicolor
+76,6.495026509247532,3.0,5.5242135776284504,1.8474550025392482,Iris-virginica
+77,6.11330019584975,3.4068949281563055,4.625836851375989,1.6494789779435954,Iris-versicolor
+78,6.606816017717679,3.149585990760865,5.152842857925798,2.051028141887376,Iris-virginica
+79,6.657115355803191,3.051936957205717,4.564000110819715,1.4779803540771728,Iris-versicolor
+80,6.266632668473682,2.4003703627016457,4.927135426828603,1.5073760532575857,Iris-versicolor
+81,7.651038350925761,2.873678972385156,6.651452010679886,2.024504214481268,Iris-virginica
+82,5.273347261629849,2.77270845844589,3.98166980050742,1.429147969905971,Iris-versicolor
+83,6.09404082874067,3.3579842128345123,4.488554840721595,1.5773927019904994,Iris-versicolor
+84,5.1512501993630675,2.6347427808087294,3.729617505312642,1.3607068520246781,Iris-versicolor
+85,5.870081815792146,2.8998021522202597,5.253690770476291,1.8273906770421027,Iris-virginica
+86,7.395409597085468,3.0,6.337792119713985,2.1342383748580462,Iris-virginica
+87,5.259476949849812,2.7203170961338263,3.959768979471531,1.3962703095310876,Iris-versicolor
+88,6.865068820279677,3.0,5.760716733920001,2.118717293205615,Iris-virginica
+89,6.011393931072173,2.7905476809542575,4.728279394578117,1.520190142722856,Iris-versicolor
+90,6.6488351788086515,3.0540666076894647,5.393947905004548,1.9877432259353858,Iris-virginica
+91,5.630559439500655,3.781620260003148,1.7487509133913468,0.2904305501272857,Iris-setosa
+92,7.307629843336144,3.078315465908664,6.351369876930952,2.2166415386860057,Iris-virginica
+93,4.602380925810565,3.591245252822255,1.000000418536567,0.2035496659387148,Iris-setosa
+94,6.758210655674069,3.2518222334458344,5.767584038942043,2.075260431907299,Iris-virginica
+95,6.950260710292412,3.157929878503419,5.629378262071317,2.3201825214110836,Iris-virginica
+96,6.220472119470937,3.0,4.631373496689321,1.4132935013451937,Iris-versicolor
+97,6.787139663633351,3.2231789791571526,5.793551359771004,2.287534883040515,Iris-virginica
+98,6.31036915497643,2.264253324593048,4.445596886088252,1.3469272029288217,Iris-versicolor
+99,5.290402974808761,3.3697690111641547,1.633665990407826,0.20460868312757413,Iris-setosa
+100,4.948597886281882,3.030136737873859,1.4122190558690897,0.2097889920995465,Iris-setosa
+101,7.635339659448869,2.802118045540671,6.667263362952802,1.9719461159408112,Iris-virginica
+102,6.209109872982081,2.3282003967296583,4.720975340395389,1.492955127006277,Iris-versicolor
+103,5.9631257244348355,2.852563604217772,4.55112142977394,1.3015268813137912,Iris-versicolor
+104,5.953400450701611,3.0,4.2062770558447395,1.5049669642238392,Iris-versicolor
+105,5.385319565619964,3.9,1.272560940818826,0.3448919782179619,Iris-setosa
+106,5.374678228772473,2.50294990743059,3.6462510544068008,1.0579250685752504,Iris-versicolor
+107,4.973549167487324,3.400269304335963,1.6990038414231137,0.3047225948686429,Iris-setosa
+108,5.291964968697417,3.7412413568056735,1.5889985841219314,0.20410008425040274,Iris-setosa
+109,6.241116353378154,2.2410260872495575,4.360027916837169,1.2907680701582358,Iris-versicolor
+110,5.591550966041098,2.922409759420676,3.7896880874082366,1.3108837954831645,Iris-versicolor
+111,6.787096075890772,2.804331888535631,4.787256475488982,1.4069805210201785,Iris-versicolor
+112,7.7023288024255745,2.5903312122093958,6.899998941910186,2.3087679285499636,Iris-virginica
+113,6.308192495706477,2.489278836549256,5.046623208450408,1.877616812267528,Iris-virginica
+114,7.448538292734389,2.897395279446297,6.413887553781287,1.8814982383636474,Iris-virginica
+115,6.682709515210926,3.1414357525028707,5.239038482273496,2.077007457016756,Iris-virginica
+116,5.044523749938284,2.000000462711548,3.5377594801857932,1.0437109577967378,Iris-versicolor
+117,7.710594928970813,2.604503730526064,6.899998315446727,2.306659363971499,Iris-virginica
+118,7.206202960010728,3.0,6.29877735673322,2.0614734026530583,Iris-virginica
+119,5.969252646183781,2.8050958741920753,4.76044158107756,1.5217766345167785,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/6/test.csv b/iris/tab_ddpm/2_3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/6/train.csv b/iris/tab_ddpm/2_3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/6/val.csv b/iris/tab_ddpm/2_3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/7/synth.csv b/iris/tab_ddpm/2_3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd6c79c192d82c69e38458bc09bedf3843a94dd3
--- /dev/null
+++ b/iris/tab_ddpm/2_3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.5037050599092785,2.292682282442807,1.3012925788382919,0.29200291539359596,Iris-setosa
+1,4.794002652737954,3.0,1.3976968862424204,0.2838879333537578,Iris-setosa
+2,7.024597271867143,3.111624313279136,5.054971511930188,2.3088312593672806,Iris-virginica
+3,5.625008055145009,2.9472022821828547,3.7089678133781216,1.3190498073472534,Iris-versicolor
+4,6.8335363377140235,3.1359792816745053,5.518484091279766,2.300152012032292,Iris-virginica
+5,6.809158616114303,3.195319051356935,5.783993289739422,2.3032668683945987,Iris-virginica
+6,5.05431493034668,3.4611197072144515,1.4286373474112408,0.3487753679265655,Iris-setosa
+7,5.778356726179226,2.7897978029214245,4.169920452427357,1.1693987553791614,Iris-versicolor
+8,6.383552363350572,3.3881207986369493,5.620964181385092,2.379126498930672,Iris-virginica
+9,5.8751475230375645,3.0,5.136936481294477,1.7939922131743855,Iris-virginica
+10,4.400000730837763,2.9586755597656462,1.4019195738832533,0.21492148210180945,Iris-setosa
+11,4.860863168842412,3.015157822616659,1.4270383780004574,0.1,Iris-setosa
+12,4.79724682649071,3.4181490817075972,1.4983449619055285,0.20508531844079583,Iris-setosa
+13,4.625467712428536,3.61529614588666,1.0000003662125312,0.19703901233271595,Iris-setosa
+14,4.931662328464823,3.387634250090584,1.4926175386152412,0.35368967210339886,Iris-setosa
+15,6.1040733274409416,2.5879222041645695,5.598659446827701,1.4221055497679884,Iris-virginica
+16,4.400000557347368,2.9203470573044057,1.4036394536289125,0.1998098875751967,Iris-setosa
+17,6.492581205692357,2.4606226086870873,5.626709431054702,1.7667069811213214,Iris-virginica
+18,5.091925000398614,3.5102024974883426,1.4012473799916065,0.20337509717576938,Iris-setosa
+19,7.677985705328553,2.6041759572066816,6.9,2.2952680070354776,Iris-virginica
+20,6.838626048373564,3.0,5.361869741031697,2.181033064428823,Iris-virginica
+21,6.910812455858485,3.114049067738034,5.134603978577808,2.326621977639057,Iris-virginica
+22,6.175481841062533,2.9637284153431116,4.722603820991314,1.3411246017193623,Iris-versicolor
+23,6.240353876176248,2.275205947015216,4.351762531853704,1.3075486020163607,Iris-versicolor
+24,7.277289925590144,2.874811666839497,6.225373085072867,1.7888727399928663,Iris-virginica
+25,5.917488181863014,3.0,5.156521036832701,1.7718815502256384,Iris-virginica
+26,7.705982244144107,2.7760857591316768,6.740599058774419,2.0023104261457876,Iris-virginica
+27,7.713244444609636,2.7761535501771197,6.711264346945799,2.0121490467218344,Iris-virginica
+28,5.05336434458694,3.4892329694271456,1.4051123221804491,0.38467969588950596,Iris-setosa
+29,7.9,3.8189520702937223,6.378431855480638,2.0012774412128773,Iris-virginica
+30,6.3956813123818606,2.9480003157389483,4.437153238021226,1.334908391004322,Iris-versicolor
+31,5.317845007751795,3.7929331575163654,1.4981974199590844,0.2132557835790392,Iris-setosa
+32,5.415717110926449,2.4216631098095727,3.569637983652464,1.0437069018176808,Iris-versicolor
+33,6.003486688250125,2.1813553242733845,4.980457898747873,1.4887891088126932,Iris-virginica
+34,6.2772913326763575,3.2568356457570324,4.6125988520857275,1.5865184543370852,Iris-versicolor
+35,4.400000451891792,3.241782856131985,1.3353206830906488,0.19797597170713224,Iris-setosa
+36,4.792375140213244,2.9683471376131805,1.387903079231871,0.20204714253797926,Iris-setosa
+37,5.219352205537426,3.609090133382742,1.5233993563645836,0.19820778253601665,Iris-setosa
+38,5.844222977962197,3.0,5.115902224826029,1.8016745385531623,Iris-virginica
+39,6.234089269576088,2.289559432408838,4.373309267551348,1.272316320435278,Iris-versicolor
+40,6.689526807594287,3.029550440389556,4.640702329342511,1.4907812040380268,Iris-versicolor
+41,7.711344650853582,2.609060632244482,6.9,2.2975004666094665,Iris-virginica
+42,6.3443732845732335,2.375747897700167,4.3954032748827965,1.306674579707101,Iris-versicolor
+43,5.013055171751814,2.0000004597932834,3.496421110781652,0.9229380390304569,Iris-versicolor
+44,5.117135342687613,3.441551772822877,1.412360282545356,0.29136318683607654,Iris-setosa
+45,4.916221636822604,3.143789679640063,1.5313596581454283,0.10000009781665603,Iris-setosa
+46,6.305125776167084,2.508356447479283,4.954080323085884,1.915502163639814,Iris-virginica
+47,6.573370820480477,2.928106250309123,4.388634177147504,1.367919191608529,Iris-versicolor
+48,4.998082577184428,2.0000006890569964,3.587468580113635,0.9802287126726077,Iris-versicolor
+49,6.706372488204943,3.0875997443335526,5.860886693650461,2.2878368025642177,Iris-virginica
+50,4.579305628485848,3.6059786000594514,1.0000004621440253,0.20697412032520904,Iris-setosa
+51,6.246609596274503,2.8346531356947535,4.723020757616117,1.181676324976985,Iris-versicolor
+52,4.577384078181651,3.4018586778238773,1.3998220831630166,0.3353104480251689,Iris-setosa
+53,7.046535720297105,2.5843272378544455,6.155684005167973,1.8416403402877184,Iris-virginica
+54,7.697110819873624,2.8190490161500428,6.671295712195889,1.9480241943664744,Iris-virginica
+55,7.899998391304476,3.803638951552499,6.367190595763737,2.0198422978178385,Iris-virginica
+56,6.637042876060989,2.7365990075510997,5.777642816038283,1.623316760954695,Iris-virginica
+57,6.083796079893756,2.592416442795771,5.605429706857947,1.3783546022242588,Iris-virginica
+58,6.34468201848441,2.516492674086761,5.225610176793062,1.9251513256720565,Iris-virginica
+59,5.747339247877069,2.7361260615144842,5.161404073012614,1.8964331397311378,Iris-virginica
+60,7.6975866773542325,2.6492082478535814,6.899998441567928,2.3110663566735825,Iris-virginica
+61,5.583220435397273,2.4452550894790592,3.895514442356868,1.0715861003936378,Iris-versicolor
+62,6.077195505785778,2.939405291617953,5.4343659884492475,1.8231982056781666,Iris-virginica
+63,5.5889352264021674,2.4437005578179822,3.9713489943439013,1.05754465965028,Iris-versicolor
+64,5.7892813449930545,2.7214934111251057,4.032247760813636,1.0419460462022418,Iris-versicolor
+65,4.99177141788415,2.4617799414404264,2.828787679386701,1.0655475062184958,Iris-versicolor
+66,4.9103819340368,3.0834233198063163,1.5556151274055872,0.1,Iris-setosa
+67,6.155959413837506,2.631813732446966,5.114792090167781,1.5783937122081382,Iris-versicolor
+68,5.321034158095597,2.863214025163922,4.31705978925312,1.4378181169658493,Iris-versicolor
+69,5.577666398331366,2.976624549256293,3.98195282972868,1.297284727438736,Iris-versicolor
+70,5.734576022286608,3.0,4.331168799793162,1.369440843086128,Iris-versicolor
+71,6.075786832062968,3.0850135532202776,4.556424341775143,1.5399604196039751,Iris-versicolor
+72,5.247069545672934,3.768735481960854,1.9705943523662366,0.2268666810666225,Iris-setosa
+73,5.440840019650902,3.9,1.3250737253362102,0.5786564599300734,Iris-setosa
+74,5.737251816310178,3.8022774673820146,1.4981118454085902,0.34221481478278193,Iris-setosa
+75,7.680768243666372,2.610825057331201,6.899998615444303,2.274912780984253,Iris-virginica
+76,5.065485416635713,2.4531215018496884,3.10456156973203,1.0297367528248238,Iris-versicolor
+77,6.278760914622471,2.2851372009350532,4.396871052887589,1.2821658143031631,Iris-versicolor
+78,6.316016711786527,3.266749284871769,4.701019112306113,1.5854690585308724,Iris-versicolor
+79,4.400000538836036,2.9147233692709102,1.406661566202718,0.1886593656031086,Iris-setosa
+80,6.470157580921648,3.0,5.435229256394057,1.7949576429065406,Iris-virginica
+81,6.6182679265663955,3.059365850794156,5.5598199852762455,1.9823172488850764,Iris-virginica
+82,6.12814304656673,2.9293372753045537,5.505342087444748,1.8490249867827155,Iris-virginica
+83,7.899998962491887,3.7892783689191107,6.430197654568235,1.9722321355085013,Iris-virginica
+84,5.757293603234409,3.7413035238713506,1.626422730876297,0.295320662348432,Iris-setosa
+85,7.674957212078219,2.6151535771075465,6.9,2.2680657643774906,Iris-virginica
+86,5.776907194672182,3.0,4.453316799252098,1.3530951812882186,Iris-versicolor
+87,7.611750490049041,2.829131259991498,6.5986835924383715,1.9735993914251562,Iris-virginica
+88,4.400000608000337,3.2745512771811356,1.304192357644819,0.194165479232278,Iris-setosa
+89,5.09091555544675,3.7460712192790755,1.743106695522564,0.3420241512074481,Iris-setosa
+90,6.165632958100555,3.2923702079072603,4.660781083548879,1.5861211020963413,Iris-versicolor
+91,5.1806972911254086,3.4184939117262507,1.37296210899652,0.19733726653959766,Iris-setosa
+92,5.405312665086212,3.9,1.2957723212401393,0.43626563436933874,Iris-setosa
+93,6.0895019025412855,2.780236888480865,4.740179244294441,1.226737819838928,Iris-versicolor
+94,5.740998695059198,2.764771313974281,4.161564127386723,1.17379355362342,Iris-versicolor
+95,5.039720779078177,2.0000008033490064,3.5142163786618816,0.9795107214809429,Iris-versicolor
+96,7.666176021999869,2.6148148712279125,6.9,2.338808169785801,Iris-virginica
+97,6.720876423624208,3.323111829691184,5.694872646384101,2.4999996375395677,Iris-virginica
+98,6.05290462715085,2.660142752801362,5.059693989633105,1.5994696910185202,Iris-versicolor
+99,5.480605107342476,3.763017025788729,1.612694049406416,0.3374974644893215,Iris-setosa
+100,5.954253017278353,2.1408627102597837,4.925003297471359,1.4699929445440016,Iris-virginica
+101,4.841488725079132,3.0,1.406000510663854,0.319433748567172,Iris-setosa
+102,5.758343692404469,3.0,4.327715729410877,1.496762730948806,Iris-versicolor
+103,7.727972978207712,2.787980943512724,6.716513566049817,1.9977320899857516,Iris-virginica
+104,6.1711308228746224,2.239898040943348,4.578238362323681,1.4855310560943848,Iris-versicolor
+105,4.6147357016398995,3.417880097452892,1.3765113071489656,0.29722044361487776,Iris-setosa
+106,6.769958735174099,3.0,5.714264235038453,2.088285265349835,Iris-virginica
+107,5.947928255301992,3.412451209724357,4.488210233673715,1.6098258101666298,Iris-versicolor
+108,6.2151675968013915,2.19969860036119,4.550579216661828,1.5181559150591326,Iris-versicolor
+109,7.542005966838,2.9069333739720666,6.559576948795139,1.942014063401214,Iris-virginica
+110,6.0166602182382585,3.379597713852696,4.507963127481261,1.5917496779683087,Iris-versicolor
+111,5.112502531299195,2.507564632636946,3.0061309553251987,1.077506618665768,Iris-versicolor
+112,6.724450461857726,3.241963766393535,5.726120907792517,2.0962627786293844,Iris-virginica
+113,7.9,3.7904851730443707,6.4141630659146145,1.9767235513746875,Iris-virginica
+114,5.942672398452772,3.386209749916785,4.476691209791972,1.6022239338328703,Iris-versicolor
+115,6.881604699320682,2.558688507778213,6.130204938428311,1.8630629906334801,Iris-virginica
+116,5.908951969429536,3.274115067991622,4.435810167049872,1.526213504653959,Iris-versicolor
+117,6.600083544363001,3.2826979775064284,5.546596076757475,2.052958956213993,Iris-virginica
+118,7.584127899290673,3.0,6.54859893567169,2.112224767764604,Iris-virginica
+119,5.809250339432045,2.692884744003605,4.142459680226667,1.0006408339117505,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/7/test.csv b/iris/tab_ddpm/2_3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/7/train.csv b/iris/tab_ddpm/2_3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/7/val.csv b/iris/tab_ddpm/2_3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/8/synth.csv b/iris/tab_ddpm/2_3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e72cd7342031d5eca93465349a448fa3729d0edd
--- /dev/null
+++ b/iris/tab_ddpm/2_3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.796718174306656,3.0,5.447936008297662,2.132237060182588,Iris-virginica
+1,5.653183701792487,2.95283124250587,4.565394092834546,1.3997181818663411,Iris-versicolor
+2,5.290580027931526,3.4060098264698295,1.4471736919303058,0.20856906133498104,Iris-setosa
+3,5.143214743438435,3.794868829617729,1.6088402361547203,0.19947319204605435,Iris-setosa
+4,5.980155781790486,2.780235681377842,4.633192809183427,1.193163206150207,Iris-versicolor
+5,5.848136414393722,2.77862875619893,4.559510826947512,1.2183009485280074,Iris-versicolor
+6,6.26241877884956,2.2924508089399023,4.431573280516489,1.3022392462214,Iris-versicolor
+7,5.414545987349886,3.404514030844974,1.5643580721856387,0.4183364088524642,Iris-setosa
+8,5.848340920800492,2.7452340173222654,4.5731929756272445,1.2473699747732878,Iris-versicolor
+9,6.713160780080255,3.0,5.554939687607472,1.95158876414123,Iris-virginica
+10,4.884004311069495,2.4077884526189535,3.368527743776456,0.9433997486707659,Iris-versicolor
+11,7.750236169321653,2.8111312984137506,6.755774159751798,2.0299862577129706,Iris-virginica
+12,6.323631726402009,2.278261987250633,4.415540582849681,1.3095693653706946,Iris-versicolor
+13,6.45752832673439,3.1406851929851083,5.719000078625804,2.2033841256937134,Iris-virginica
+14,5.062242674196379,3.5376078743583883,1.3938979172808648,0.198210553343248,Iris-setosa
+15,6.172623077383906,2.178870309442826,4.494254759172151,1.4908610138285494,Iris-versicolor
+16,4.609674477694134,3.5937877494626673,1.0000004080739056,0.20195826274182135,Iris-setosa
+17,5.233130302153247,2.4584478894625357,3.4901563318999167,1.0278141346243361,Iris-versicolor
+18,5.932328871073246,3.323511540479856,4.484262700478104,1.588876243830389,Iris-versicolor
+19,4.87601607720878,3.0,1.3660281235112326,0.2088118771048294,Iris-setosa
+20,5.932004829632096,2.7377229339919205,5.054838814465528,1.9223774618167335,Iris-virginica
+21,6.178459538420999,2.6128696578467303,5.62385799650865,1.4214777959306397,Iris-virginica
+22,6.1187489529450945,2.3300108385637976,5.00151228310946,1.7007089117204608,Iris-virginica
+23,7.645829957538262,2.5799075346498554,6.9,2.2940799099985516,Iris-virginica
+24,4.611041276125319,3.6325312551060396,1.0000003605696084,0.19668980383280962,Iris-setosa
+25,5.5133007193138655,2.585864002801985,4.335045631821782,1.157496131089234,Iris-versicolor
+26,5.417472535844593,3.408766417445663,1.7916596362605268,0.20318308600582244,Iris-setosa
+27,4.654544547190109,3.4224070690638446,1.4201501486920636,0.28555396746666745,Iris-setosa
+28,4.987093734694322,2.0,3.343219951265813,1.014981116083644,Iris-versicolor
+29,6.278990467456293,2.48495094394176,4.973148962175222,1.8929519334952254,Iris-virginica
+30,7.683146175813881,2.6027737648209754,6.9,2.310948063276548,Iris-virginica
+31,4.4,3.2079785703723562,1.2837232917306491,0.19734374838687102,Iris-setosa
+32,4.8240230551354175,3.3953711329188545,1.6898258424107684,0.2041898451538304,Iris-setosa
+33,5.917690122781815,2.9800650192282325,5.150929555251064,1.825128102247277,Iris-virginica
+34,4.9242472339094165,2.4302926756163843,3.16610359988728,1.0584763883136985,Iris-versicolor
+35,7.9,3.8198785408083,6.499789605061473,2.01038924011706,Iris-virginica
+36,7.754245095236347,2.7846783484397326,6.757266234911719,1.998012250487084,Iris-virginica
+37,5.083818424244664,3.534007406276159,1.395861673766341,0.19777593604435312,Iris-setosa
+38,6.589188202976193,2.6179941848605455,4.835253049152704,1.4220012509510342,Iris-versicolor
+39,5.384045141366421,3.403021240074369,1.7351967574305134,0.20858131311849035,Iris-setosa
+40,6.032845750280473,2.718568581726174,5.07834970438636,1.5710944521603412,Iris-versicolor
+41,5.336797212193833,3.734728072981008,1.7181998411432897,0.33980669110659084,Iris-setosa
+42,5.410476824603723,2.9994882192911025,4.381430563695239,1.4804635310441716,Iris-versicolor
+43,5.942926142992436,2.7179065985082707,5.111138295359991,1.6337860632100365,Iris-versicolor
+44,6.456883703278298,3.145521107398561,5.155667919725338,1.967887577369139,Iris-virginica
+45,5.337163697341964,3.7094513879923863,1.5776740013879633,0.19718590828080837,Iris-setosa
+46,4.957273093504104,2.444703465573803,3.482341790231053,1.0371382480346827,Iris-versicolor
+47,6.140777913668003,2.6272436745754777,5.630408435440871,1.439241195038705,Iris-virginica
+48,7.1831316560059095,2.9255487037758443,6.171292600173106,1.7978273295390381,Iris-virginica
+49,4.400000603297675,3.17055143158715,1.3478795901567795,0.20743846726821594,Iris-setosa
+50,5.691528451094703,3.1348512590786597,4.537549263476884,1.560184268825106,Iris-versicolor
+51,4.826427059851087,3.0,1.4122588425342844,0.10000010773630594,Iris-setosa
+52,7.9,3.811183052380554,6.448287743208482,1.9668836442358888,Iris-virginica
+53,4.935731397820721,3.0630983733739945,1.4063162608305375,0.20065706369962025,Iris-setosa
+54,5.256193547545872,3.6194573239664316,1.692288935202992,0.19847217731545608,Iris-setosa
+55,6.330030071888014,2.332771604464526,4.449938928784751,1.2843705395028986,Iris-versicolor
+56,6.003140460105972,2.72092200959669,5.082264980929237,1.5897970113436295,Iris-versicolor
+57,5.497201939491987,2.601707859038781,4.35153933867415,1.1978917281734398,Iris-versicolor
+58,7.5552089251011605,3.0,6.535160039330735,2.1560760814056246,Iris-virginica
+59,6.121949836389024,3.4025061086477892,4.590471743933586,1.626152071236294,Iris-versicolor
+60,4.40000104440894,2.8552976491176567,1.4062748422283753,0.20566487938685749,Iris-setosa
+61,6.475893031720394,3.0,5.8390907834143,2.2267057751391097,Iris-virginica
+62,5.645916774376273,3.0,3.7927787019686856,1.33658128579022,Iris-versicolor
+63,6.788985920826393,2.9131223413991623,4.771642440354242,1.4163981852462846,Iris-versicolor
+64,5.099402959784845,3.4868080717741945,1.400623044748214,0.26567632395148827,Iris-setosa
+65,5.3963522960618615,3.398552314337154,1.5344783338018697,0.33701140735004453,Iris-setosa
+66,5.649413388104835,2.908463628892566,4.253841121103567,1.370598018154266,Iris-versicolor
+67,5.8478417303283265,3.0,5.064514026394816,1.7913746904824184,Iris-virginica
+68,7.672708769432981,2.8011612957069176,6.640532986345726,1.9727275566893312,Iris-virginica
+69,7.684421918296538,2.5823007087964855,6.899998836744326,2.2830776060992184,Iris-virginica
+70,6.866409975799213,3.1265753939641536,5.102609164548129,2.2445402839026833,Iris-virginica
+71,5.869865464386278,3.0,4.318603065225779,1.5213704318003791,Iris-versicolor
+72,6.06207154541709,3.3631504610183316,4.581897947998845,1.5821490150405435,Iris-versicolor
+73,4.601740473842658,3.5656015598987603,1.0000006764921698,0.2014318861158278,Iris-setosa
+74,4.832943392462707,3.373263129864518,1.5855357108889176,0.20377194209964358,Iris-setosa
+75,5.587367529294309,2.4511214991161743,3.882151485878946,1.0908208485115083,Iris-versicolor
+76,7.899998409811066,3.798361655087672,6.351977044580034,1.9683872347337357,Iris-virginica
+77,5.141895614075666,2.64310819778792,3.805129916325858,1.385873767767343,Iris-versicolor
+78,6.228702182590376,2.7118110315862336,5.502578868143448,1.844951794490327,Iris-virginica
+79,7.014156228621224,3.0,5.780137133193895,2.1686861256104866,Iris-virginica
+80,4.799386277729712,3.0,1.4024805949206662,0.27940683232130276,Iris-setosa
+81,5.6912528782805065,2.7172414416271145,4.54027119111624,1.1673923731091917,Iris-versicolor
+82,5.869712114482631,3.171181147481206,4.55126694827702,1.520200215484008,Iris-versicolor
+83,5.655033295950559,3.0,4.216289958694511,1.2928908776524448,Iris-versicolor
+84,7.9,3.817797842829651,6.455955414885077,2.035416984205391,Iris-virginica
+85,6.0379347304412,3.392767366206581,4.570291676765353,1.5841171174262498,Iris-versicolor
+86,4.820832048395558,2.9793786489912346,1.4001781961012683,0.20094845778161938,Iris-setosa
+87,7.697704821394165,2.8103989222586074,6.698461495214216,2.0190038828451184,Iris-virginica
+88,5.837173846793938,2.9738080423371316,4.2724626615983,1.4830369501222795,Iris-versicolor
+89,5.004636340611358,2.0000005651169417,3.5735644284696426,0.9411661297712852,Iris-versicolor
+90,5.168430760541809,3.3988787823184454,1.5095827220827576,0.38510008302306387,Iris-setosa
+91,4.657779343513838,3.404428580846262,1.395008768645697,0.37989390244113985,Iris-setosa
+92,5.977679591557522,2.877227072325231,4.5841266922602,1.508284138111406,Iris-versicolor
+93,6.625193804064839,3.0,4.495460407777826,1.4246305282706417,Iris-versicolor
+94,4.512856530291391,2.37870001725835,1.2909599860301564,0.2996828163836034,Iris-setosa
+95,5.650181587998415,2.4590953568906677,3.910839526829874,1.0720981971069583,Iris-versicolor
+96,6.187595346579942,3.3177878331983677,4.654304472524546,1.6302941753620874,Iris-versicolor
+97,5.38907144082299,3.4020018695484375,1.6017800270881146,0.20476658690914565,Iris-setosa
+98,4.881389325552002,3.098524232500239,1.6117993181483006,0.10000010551805093,Iris-setosa
+99,4.842535794655798,3.051035759009421,1.4880412562129661,0.1,Iris-setosa
+100,4.543865303127474,2.54667408965165,1.3094671681117085,0.32211500853412,Iris-setosa
+101,5.188823454840693,3.5965339280636845,1.6769034632553768,0.4243175321575686,Iris-setosa
+102,6.138189703152414,2.190563729632874,4.4908449059012625,1.504123063550884,Iris-versicolor
+103,5.0719150338828465,3.824991784545493,1.6946909958432914,0.19525804808344166,Iris-setosa
+104,5.873703975893355,3.0,5.014645674401978,1.781813255884817,Iris-virginica
+105,6.661794092113399,3.0372334004975845,4.650525496103752,1.4997763961369457,Iris-versicolor
+106,6.675457377492605,3.118658664881336,4.693871450257294,1.5129492137826774,Iris-versicolor
+107,4.876191554335998,3.095936763108282,1.4863938148500229,0.1,Iris-setosa
+108,4.761358404755395,3.4090927904944404,1.6079495334175802,0.19332882374243268,Iris-setosa
+109,4.809298180675099,3.0,1.402509845763943,0.10000009127727442,Iris-setosa
+110,6.360635231697337,2.937474378518283,5.5999389226320755,1.8310539897323694,Iris-virginica
+111,5.032006180486873,3.5729692555223727,1.390319605454909,0.19608253087356983,Iris-setosa
+112,7.682561255998871,3.0,6.661888410183243,2.05214109424485,Iris-virginica
+113,6.476029759566322,2.9304318143568984,4.371299285178058,1.318321000377542,Iris-versicolor
+114,5.6737149736870744,2.8466790585518864,4.124758562238498,1.302266024757735,Iris-versicolor
+115,6.192741879020426,2.5941775430419547,5.102521676521065,1.529166819078467,Iris-versicolor
+116,7.542619438963489,3.0,6.534508651178256,2.105041311601248,Iris-virginica
+117,6.8628040681013465,3.0,5.239165686507903,2.260375410212851,Iris-virginica
+118,6.240477816595771,2.25689366491773,4.593799009257651,1.4973134262824705,Iris-versicolor
+119,5.958341216679129,2.7740535197166794,4.631130041325862,1.2005441310184075,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/8/test.csv b/iris/tab_ddpm/2_3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/8/train.csv b/iris/tab_ddpm/2_3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/8/val.csv b/iris/tab_ddpm/2_3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/9/synth.csv b/iris/tab_ddpm/2_3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbe161b367dd0320692be9a91150a24ef6afe45e
--- /dev/null
+++ b/iris/tab_ddpm/2_3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.346279489684764,3.3772831706705455,1.4669820133273401,0.20602528399205625,Iris-setosa
+1,6.710123489593023,3.251787869996087,5.686242802924723,2.499999435179819,Iris-virginica
+2,4.961435524176357,2.451023886481449,3.278451076783445,1.0456835407860476,Iris-versicolor
+3,5.4047925285000975,3.4040412128827455,1.6315152484603757,0.2023688293129398,Iris-setosa
+4,5.261726375639779,3.6816319411488876,1.553334876813563,0.19841279884191354,Iris-setosa
+5,5.686075052527607,2.8121477266042434,4.046207654883633,1.1696470467939735,Iris-versicolor
+6,4.8985650540973396,3.1105339777093044,1.4981692931198412,0.10000009998673605,Iris-setosa
+7,5.1511475706562,3.7718314938942514,1.6469267733695028,0.20147292355501592,Iris-setosa
+8,5.221513860638727,3.7879706071932375,1.7811929589687825,0.19968181766812393,Iris-setosa
+9,5.178498943256794,2.743447470434383,4.071992685123875,1.421731951746301,Iris-versicolor
+10,6.014650772677647,2.3397263959380012,4.2887024335107755,1.1864705528561168,Iris-versicolor
+11,5.186462382562438,3.4216561086625377,1.4004170266954161,0.20218296232910696,Iris-setosa
+12,5.8833112580432205,3.1084445454928957,4.591409679419077,1.526402985229442,Iris-versicolor
+13,5.989678723747084,3.4125401528857173,4.501478496263702,1.611991211906689,Iris-versicolor
+14,7.55847078880954,2.8578598579012233,6.548110546174873,1.857095761026326,Iris-virginica
+15,5.299151207855644,3.7668669620204485,1.6060978862229238,0.4101175442530473,Iris-setosa
+16,5.026191217438161,3.7198113955886405,1.437970251687904,0.1972448460613739,Iris-setosa
+17,6.653913974367349,3.245966080198117,5.796020999199859,2.320695556605266,Iris-virginica
+18,6.660743490180946,3.3232734727586424,5.666367075611401,2.1288939146439727,Iris-virginica
+19,5.8564005980736935,2.9539897749719843,4.290232606053296,1.3717886947884286,Iris-versicolor
+20,5.841237747504692,2.9037979864877697,4.5926658415606525,1.3932134641371936,Iris-versicolor
+21,4.6679915549414845,3.398261774833009,1.4268754564430268,0.3107959531788362,Iris-setosa
+22,6.382470446249004,2.8683374488512365,4.313520671800532,1.2898196518848781,Iris-versicolor
+23,5.891738828612788,2.9631218221812574,5.147757052473803,1.8293781701454568,Iris-virginica
+24,4.788462914368771,3.4053759105777237,1.538398387203958,0.20279434051487127,Iris-setosa
+25,4.897307901768535,3.0996557808873244,1.578348094796957,0.1000001130713986,Iris-setosa
+26,7.70100137130712,2.8044334400560698,6.694255316366383,1.97574445480049,Iris-virginica
+27,6.228758611891176,3.0,4.7163387592449375,1.430389617301085,Iris-versicolor
+28,4.400000491646658,3.1066504055019886,1.3335575166414606,0.20163507634695169,Iris-setosa
+29,6.1210531909145995,2.81409458064533,4.548829881091164,1.2330660839807062,Iris-versicolor
+30,4.6058517157372725,3.5673498012923894,1.0000003806329296,0.19737993165214168,Iris-setosa
+31,6.97065176545372,3.118701008081803,5.04941237915438,2.3281861195221762,Iris-virginica
+32,5.222888698103823,3.406821963985092,1.4075246706537607,0.20639151267797828,Iris-setosa
+33,6.497306897758139,3.210887617124803,5.229662286996096,1.997252798522174,Iris-virginica
+34,7.899998860233311,3.8149655177746955,6.377048398932972,2.0179867186994636,Iris-virginica
+35,6.431619834203571,3.2064735154276276,5.066176728665338,1.951836260206969,Iris-virginica
+36,5.106145156302118,3.8068001914632914,1.4942772300232754,0.19909874019828788,Iris-setosa
+37,6.562477574054637,3.111884615050593,5.202683012894879,1.9838862983244883,Iris-virginica
+38,5.687617317816775,2.611913654280839,3.8844003990338223,1.0882718115451444,Iris-versicolor
+39,5.882761816514185,3.1377846873001944,4.5300866917759075,1.5133208225406407,Iris-versicolor
+40,6.323319284316764,2.7879268669827972,4.468425047324138,1.1852866070100692,Iris-versicolor
+41,5.028653895161865,2.0000006099975836,3.667101655802775,0.9794181095713157,Iris-versicolor
+42,7.9,3.795046730104295,6.370762019316169,2.007803696318584,Iris-virginica
+43,4.509258545792537,2.31225025433995,1.310958507617654,0.34821825451959704,Iris-setosa
+44,5.340733759033691,2.8578133043496226,4.146076985484804,1.422091794350022,Iris-versicolor
+45,5.838812478162498,2.722689507385014,5.090021169153377,1.89049483954587,Iris-virginica
+46,6.3669434664899,3.2374272083468707,4.773514936901819,1.5976518641520905,Iris-versicolor
+47,6.53444847883544,2.445127765697222,5.649281555265112,1.8238401375127076,Iris-virginica
+48,6.514919011164569,3.218897696537463,5.085447783945376,2.0076921475119853,Iris-virginica
+49,7.613650656280165,2.857661058004513,6.624645224703212,1.9949704963819543,Iris-virginica
+50,5.074331991770626,3.7787552045735784,1.4854252720427599,0.20373804134283383,Iris-setosa
+51,6.871811547765923,3.2348103534317874,5.744192256479132,2.3234442025852453,Iris-virginica
+52,6.315859717940944,2.2712700184883388,4.61578558757817,1.5004803063592125,Iris-versicolor
+53,6.280179992135257,2.8610138883122547,4.3157509437651616,1.2226428784534886,Iris-versicolor
+54,6.514898642098898,3.2095804764455798,5.026945866411833,2.02929648058672,Iris-virginica
+55,5.393292177620973,3.4013525068998485,1.6682330221209267,0.20494013527152102,Iris-setosa
+56,5.224713415973893,3.4365756012594955,1.376082833028128,0.20211093529322796,Iris-setosa
+57,4.898640759530346,3.0,1.411350906518077,0.20469244262891909,Iris-setosa
+58,5.328658433889832,3.424705874441791,1.483955933390282,0.19696153834364777,Iris-setosa
+59,7.899997797388712,3.7825847052442447,6.448668115808763,2.01503406511715,Iris-virginica
+60,5.258344533278582,3.6792850300173265,1.4923801561138936,0.19175012125925256,Iris-setosa
+61,6.088523230022281,2.59902431785595,5.608188642191207,1.4054347140819359,Iris-virginica
+62,6.509105148831025,3.0,5.794401792052362,2.155662677335316,Iris-virginica
+63,5.237609645649109,2.4380642893894926,3.3260969332755472,1.0142305111351424,Iris-versicolor
+64,5.525238084105339,2.5473925127305885,4.260057195915969,1.1100831062800198,Iris-versicolor
+65,7.249588587802458,3.0,6.114467127106799,2.11086586465387,Iris-virginica
+66,5.138859218398811,3.4902675152424516,1.413722116075841,0.3961547898843545,Iris-setosa
+67,6.315223906170141,2.854184794594278,5.613750718087406,1.7826120252795432,Iris-virginica
+68,4.4,2.875261771274373,1.4018492771000373,0.19993956307318722,Iris-setosa
+69,4.972778987844987,2.43485012980892,2.9034028676338037,1.1018917005383155,Iris-versicolor
+70,5.248976532777205,3.410113405691204,1.4301869369151412,0.1941395136994032,Iris-setosa
+71,5.810687146309986,2.757680046491014,4.30587652517995,1.0929385159511518,Iris-versicolor
+72,6.713463147186728,3.0,5.9510842362017105,2.1206489444874363,Iris-virginica
+73,6.097632919208896,2.8869726531534785,4.625478475907024,1.2489418291100052,Iris-versicolor
+74,6.682225862329971,3.2817572901286858,5.701178230991236,2.4999986534140803,Iris-virginica
+75,5.075383667755849,3.825164414079802,1.5611887599721208,0.20296842860459768,Iris-setosa
+76,6.512335848560342,3.0698012899657137,5.286811181828706,1.9173317626358586,Iris-virginica
+77,6.243090429234799,2.869082878576305,5.5844341862632545,1.8151333718019442,Iris-virginica
+78,4.996148580329442,2.0000005775038265,3.494720669325942,0.9450105229686139,Iris-versicolor
+79,6.8040410863147045,3.1971276591482534,5.845969305927011,2.3017942130224225,Iris-virginica
+80,7.1907128509166816,3.065973328396912,6.151610156363356,2.197190131308753,Iris-virginica
+81,4.649059804936687,3.4106644684572562,1.4111639836958625,0.3435852722681808,Iris-setosa
+82,6.407468083845484,2.3925900640093376,5.5226417823846905,1.7526166673350605,Iris-virginica
+83,4.904573007640114,3.12231203034057,1.5163577686127523,0.1,Iris-setosa
+84,5.631426306949891,2.5314881231863016,3.861149790943088,1.0902573941966562,Iris-versicolor
+85,5.091027523997187,3.5020053277489827,1.3890449819698913,0.2817052036728238,Iris-setosa
+86,6.289520927203896,2.878672259543774,4.348226017201456,1.24366350859255,Iris-versicolor
+87,5.6492699539971385,2.9545225625147054,4.1938026601645415,1.276771595203014,Iris-versicolor
+88,4.842214108265046,3.025373914075133,1.4663247684172966,0.1,Iris-setosa
+89,6.968317509037309,3.199213873818586,5.605447598230616,2.3130384433277826,Iris-virginica
+90,5.4607640348872994,3.772405963128062,1.4957042032163193,0.29625617445797814,Iris-setosa
+91,5.993885947564409,2.763519095439358,4.883879343873986,1.5603133486308893,Iris-versicolor
+92,4.594531454152084,3.6007524382483287,1.0,0.2052198073523507,Iris-setosa
+93,6.125676002177062,2.6139341930887214,5.584777464343558,1.4623709375968459,Iris-virginica
+94,6.061422281597592,2.6750430747205476,5.0175618030278235,1.6154192912729939,Iris-versicolor
+95,6.836034969046485,3.0,5.384773752126851,2.1659404391455666,Iris-virginica
+96,4.999616191322944,3.6281328012696177,1.4010268061833553,0.1938974513376306,Iris-setosa
+97,4.400000598342729,3.2360398936804056,1.308819681260752,0.20505199808184923,Iris-setosa
+98,5.538828309623394,2.441738153153393,3.799420700193468,1.0475955846534806,Iris-versicolor
+99,6.290059263917398,3.2777926685861787,4.653922179445168,1.6224002709010925,Iris-versicolor
+100,5.061326647156186,3.3856662727769056,1.6596979575411335,0.3948447389243441,Iris-setosa
+101,6.191608397964483,3.1113019909388826,4.494334918204454,1.5493187281333052,Iris-versicolor
+102,6.103526168679879,2.6498752023916157,4.958778215304943,1.5093328503951144,Iris-versicolor
+103,6.73763023120839,3.2659961921441716,5.65426525201817,2.2163467947195286,Iris-virginica
+104,6.385019848381509,2.990568312100592,4.474614253414974,1.379897009785168,Iris-versicolor
+105,6.244295901112208,2.325848855610451,4.70003839365253,1.4848256849951496,Iris-versicolor
+106,7.593434942661487,3.0,6.5948050821058235,2.105954646861448,Iris-virginica
+107,5.7962993036010975,2.738196962539034,4.314823564540981,1.1101502985902385,Iris-versicolor
+108,6.021332686535589,2.694873769701727,5.18721403423297,1.628306485599462,Iris-versicolor
+109,4.843564178216649,3.0,1.3905137775461944,0.33914099911533496,Iris-setosa
+110,6.124700513712926,2.2834606431230333,5.007596874648183,1.6955018274846076,Iris-virginica
+111,5.452604024832904,3.3791902857435465,1.9285518662881966,0.20751248133505656,Iris-setosa
+112,7.665447319466512,2.6365758896189493,6.8999969430063235,2.267290081957029,Iris-virginica
+113,5.542415259897572,2.4555939457947695,3.8128497426521664,1.0984944449466094,Iris-versicolor
+114,6.6441403293769214,3.0,4.439100210455381,1.4087115816177613,Iris-versicolor
+115,6.149561006171504,2.6312554806362023,4.969169484288206,1.5643331207638747,Iris-versicolor
+116,6.583692912390883,3.0,4.358812334747443,1.3859832139814783,Iris-versicolor
+117,5.010386930595666,3.669990585376754,1.41251808022606,0.19903453276184335,Iris-setosa
+118,6.010958995045041,2.2009792025673827,4.996274283640186,1.5021619207808516,Iris-virginica
+119,5.375944037036405,3.9,1.3123486017208181,0.4124089909058186,Iris-setosa
diff --git a/iris/tab_ddpm/2_3/9/test.csv b/iris/tab_ddpm/2_3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/9/train.csv b/iris/tab_ddpm/2_3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/2_3/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/2_3/9/val.csv b/iris/tab_ddpm/2_3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/2_3/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/2_3/params.json b/iris/tab_ddpm/2_3/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fd76ec228394b351e2c811d3ac59b65f05891fa
--- /dev/null
+++ b/iris/tab_ddpm/2_3/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5d0d738a73d8b9e73fb5645942b51bd0f24cd1c8a098504ca49179825046026
+size 331
diff --git a/iris/tab_ddpm/2_3/tab_ddpm_eval.ipynb b/iris/tab_ddpm/2_3/tab_ddpm_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..bf5149bc81d30b3646abd13efe17808b2a0476a8
--- /dev/null
+++ b/iris/tab_ddpm/2_3/tab_ddpm_eval.ipynb
@@ -0,0 +1,1881 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "c6a2a20a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:19.507070Z",
+     "iopub.status.busy": "2024-07-22T03:18:19.506773Z",
+     "iopub.status.idle": "2024-07-22T03:18:32.315159Z",
+     "shell.execute_reply": "2024-07-22T03:18:32.314019Z"
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.82029,
+     "end_time": "2024-07-22T03:18:32.317698",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:19.497408",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 96%\r",
+      "\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"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "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": "cf62c7ef",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:32.341819Z",
+     "iopub.status.busy": "2024-07-22T03:18:32.340929Z",
+     "iopub.status.idle": "2024-07-22T03:18:32.348967Z",
+     "shell.execute_reply": "2024-07-22T03:18:32.348097Z"
+    },
+    "papermill": {
+     "duration": 0.022667,
+     "end_time": "2024-07-22T03:18:32.351118",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:32.328451",
+     "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": "973f870f",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009585,
+     "end_time": "2024-07-22T03:18:32.370189",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:32.360604",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "62fc50e9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:32.390579Z",
+     "iopub.status.busy": "2024-07-22T03:18:32.390327Z",
+     "iopub.status.idle": "2024-07-22T03:18:32.397518Z",
+     "shell.execute_reply": "2024-07-22T03:18:32.396661Z"
+    },
+    "papermill": {
+     "duration": 0.019628,
+     "end_time": "2024-07-22T03:18:32.399411",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:32.379783",
+     "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": "26f48afc",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:32.420343Z",
+     "iopub.status.busy": "2024-07-22T03:18:32.419660Z",
+     "iopub.status.idle": "2024-07-22T03:18:32.424979Z",
+     "shell.execute_reply": "2024-07-22T03:18:32.424118Z"
+    },
+    "papermill": {
+     "duration": 0.018024,
+     "end_time": "2024-07-22T03:18:32.426936",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:32.408912",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 3\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/tab_ddpm/2_3\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = False\n",
+    "epoch_scale = 0.3\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "eab2921e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:32.449078Z",
+     "iopub.status.busy": "2024-07-22T03:18:32.448740Z",
+     "iopub.status.idle": "2024-07-22T03:18:32.454693Z",
+     "shell.execute_reply": "2024-07-22T03:18:32.453837Z"
+    },
+    "papermill": {
+     "duration": 0.019517,
+     "end_time": "2024-07-22T03:18:32.456817",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:32.437300",
+     "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": "1f15c9ed",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:32.477406Z",
+     "iopub.status.busy": "2024-07-22T03:18:32.477157Z",
+     "iopub.status.idle": "2024-07-22T03:18:33.721549Z",
+     "shell.execute_reply": "2024-07-22T03:18:33.720671Z"
+    },
+    "papermill": {
+     "duration": 1.257247,
+     "end_time": "2024-07-22T03:18:33.723741",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:32.466494",
+     "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": "f86d23a2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:33.748069Z",
+     "iopub.status.busy": "2024-07-22T03:18:33.747727Z",
+     "iopub.status.idle": "2024-07-22T03:18:34.753022Z",
+     "shell.execute_reply": "2024-07-22T03:18:34.751935Z"
+    },
+    "papermill": {
+     "duration": 1.020626,
+     "end_time": "2024-07-22T03:18:34.755307",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:33.734681",
+     "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": "96422335",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:34.778979Z",
+     "iopub.status.busy": "2024-07-22T03:18:34.778356Z",
+     "iopub.status.idle": "2024-07-22T03:18:34.787723Z",
+     "shell.execute_reply": "2024-07-22T03:18:34.786977Z"
+    },
+    "papermill": {
+     "duration": 0.023364,
+     "end_time": "2024-07-22T03:18:34.789690",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:34.766326",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tab_ddpm/2_3\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "9b37fd4d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:34.814247Z",
+     "iopub.status.busy": "2024-07-22T03:18:34.813967Z",
+     "iopub.status.idle": "2024-07-22T03:18:35.168898Z",
+     "shell.execute_reply": "2024-07-22T03:18:35.167942Z"
+    },
+    "executionInfo": {
+     "elapsed": 14,
+     "status": "ok",
+     "timestamp": 1697361146939,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.370116,
+     "end_time": "2024-07-22T03:18:35.171308",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:34.801192",
+     "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": "e39fd2e7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:35.194559Z",
+     "iopub.status.busy": "2024-07-22T03:18:35.194268Z",
+     "iopub.status.idle": "2024-07-22T03:18:36.803977Z",
+     "shell.execute_reply": "2024-07-22T03:18:36.803194Z"
+    },
+    "executionInfo": {
+     "elapsed": 590,
+     "status": "ok",
+     "timestamp": 1697361147518,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.624142,
+     "end_time": "2024-07-22T03:18:36.806533",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:35.182391",
+     "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": "192c8b93",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:36.831915Z",
+     "iopub.status.busy": "2024-07-22T03:18:36.831503Z",
+     "iopub.status.idle": "2024-07-22T03:18:36.839309Z",
+     "shell.execute_reply": "2024-07-22T03:18:36.838647Z"
+    },
+    "executionInfo": {
+     "elapsed": 12,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022526,
+     "end_time": "2024-07-22T03:18:36.841248",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:36.818722",
+     "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": "03c0473d",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:36.864179Z",
+     "iopub.status.busy": "2024-07-22T03:18:36.863906Z",
+     "iopub.status.idle": "2024-07-22T03:18:36.868067Z",
+     "shell.execute_reply": "2024-07-22T03:18:36.867241Z"
+    },
+    "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": 0.017886,
+     "end_time": "2024-07-22T03:18:36.870066",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:36.852180",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "6c358fa4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:36.892758Z",
+     "iopub.status.busy": "2024-07-22T03:18:36.892483Z",
+     "iopub.status.idle": "2024-07-22T03:18:37.006725Z",
+     "shell.execute_reply": "2024-07-22T03:18:37.005924Z"
+    },
+    "papermill": {
+     "duration": 0.128215,
+     "end_time": "2024-07-22T03:18:37.009054",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:36.880839",
+     "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": "77d8b2b8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:37.034501Z",
+     "iopub.status.busy": "2024-07-22T03:18:37.034212Z",
+     "iopub.status.idle": "2024-07-22T03:18:41.345081Z",
+     "shell.execute_reply": "2024-07-22T03:18:41.344037Z"
+    },
+    "papermill": {
+     "duration": 4.32623,
+     "end_time": "2024-07-22T03:18:41.347541",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:37.021311",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-22 03:18:38.770752: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-22 03:18:38.770807: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-22 03:18:38.772350: 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": "5fcdb6d3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:41.372837Z",
+     "iopub.status.busy": "2024-07-22T03:18:41.371803Z",
+     "iopub.status.idle": "2024-07-22T03:18:41.377696Z",
+     "shell.execute_reply": "2024-07-22T03:18:41.376845Z"
+    },
+    "papermill": {
+     "duration": 0.020304,
+     "end_time": "2024-07-22T03:18:41.379641",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:41.359337",
+     "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": "878610e8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:41.405307Z",
+     "iopub.status.busy": "2024-07-22T03:18:41.404707Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.054437Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.053663Z"
+    },
+    "papermill": {
+     "duration": 2.665246,
+     "end_time": "2024-07-22T03:18:44.056813",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:41.391567",
+     "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": "c9d3cf0a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.083601Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.083302Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.089426Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.088545Z"
+    },
+    "papermill": {
+     "duration": 0.021422,
+     "end_time": "2024-07-22T03:18:44.091276",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.069854",
+     "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": "c0c15709",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.115671Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.115368Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.643328Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.642118Z"
+    },
+    "papermill": {
+     "duration": 0.54328,
+     "end_time": "2024-07-22T03:18:44.646141",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.102861",
+     "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": "74a6df0a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.678722Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.678336Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.684973Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.683914Z"
+    },
+    "papermill": {
+     "duration": 0.026177,
+     "end_time": "2024-07-22T03:18:44.687370",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.661193",
+     "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": "112a0830",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.716835Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.715974Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.766391Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.765398Z"
+    },
+    "papermill": {
+     "duration": 0.067501,
+     "end_time": "2024-07-22T03:18:44.768587",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.701086",
+     "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": "9fbe4cb2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.796498Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.796202Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.801988Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.801172Z"
+    },
+    "papermill": {
+     "duration": 0.022074,
+     "end_time": "2024-07-22T03:18:44.803962",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.781888",
+     "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": "c0d46839",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.829264Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.828984Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.832828Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.831974Z"
+    },
+    "papermill": {
+     "duration": 0.018967,
+     "end_time": "2024-07-22T03:18:44.834766",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.815799",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "ac7b64e8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.859353Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.859071Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.864584Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.863767Z"
+    },
+    "papermill": {
+     "duration": 0.020033,
+     "end_time": "2024-07-22T03:18:44.866530",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.846497",
+     "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": "c087f4e5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.891375Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.891123Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.897314Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.896591Z"
+    },
+    "papermill": {
+     "duration": 0.020833,
+     "end_time": "2024-07-22T03:18:44.899213",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.878380",
+     "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": "b562b0fe",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.926370Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.925778Z",
+     "iopub.status.idle": "2024-07-22T03:18:44.934618Z",
+     "shell.execute_reply": "2024-07-22T03:18:44.933791Z"
+    },
+    "executionInfo": {
+     "elapsed": 6,
+     "status": "ok",
+     "timestamp": 1697361147931,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024581,
+     "end_time": "2024-07-22T03:18:44.936502",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.911921",
+     "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": "c210047c",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:18:44.961875Z",
+     "iopub.status.busy": "2024-07-22T03:18:44.961158Z",
+     "iopub.status.idle": "2024-07-22T03:20:46.683368Z",
+     "shell.execute_reply": "2024-07-22T03:20:46.682508Z"
+    },
+    "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": 121.737492,
+     "end_time": "2024-07-22T03:20:46.685847",
+     "exception": false,
+     "start_time": "2024-07-22T03:18:44.948355",
+     "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 1000/25449 MLoss: 0.0 GLoss: 0.353 Sum: 0.353\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 2000/25449 MLoss: 0.0 GLoss: 0.3064 Sum: 0.3064\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 3000/25449 MLoss: 0.0 GLoss: 0.2899 Sum: 0.2899\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 4000/25449 MLoss: 0.0 GLoss: 0.2777 Sum: 0.2777\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 5000/25449 MLoss: 0.0 GLoss: 0.272 Sum: 0.272\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 6000/25449 MLoss: 0.0 GLoss: 0.2646 Sum: 0.2646\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 7000/25449 MLoss: 0.0 GLoss: 0.261 Sum: 0.261\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 8000/25449 MLoss: 0.0 GLoss: 0.2539 Sum: 0.2539\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 9000/25449 MLoss: 0.0 GLoss: 0.248 Sum: 0.248\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 10000/25449 MLoss: 0.0 GLoss: 0.2455 Sum: 0.2455\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 11000/25449 MLoss: 0.0 GLoss: 0.2411 Sum: 0.2411\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 12000/25449 MLoss: 0.0 GLoss: 0.2388 Sum: 0.2388\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 13000/25449 MLoss: 0.0 GLoss: 0.239 Sum: 0.239\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 14000/25449 MLoss: 0.0 GLoss: 0.2313 Sum: 0.2313\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 15000/25449 MLoss: 0.0 GLoss: 0.2302 Sum: 0.2302\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 16000/25449 MLoss: 0.0 GLoss: 0.2313 Sum: 0.2313\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 17000/25449 MLoss: 0.0 GLoss: 0.226 Sum: 0.226\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 18000/25449 MLoss: 0.0 GLoss: 0.2237 Sum: 0.2237\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 19000/25449 MLoss: 0.0 GLoss: 0.2227 Sum: 0.2227\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 20000/25449 MLoss: 0.0 GLoss: 0.2196 Sum: 0.2196\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 21000/25449 MLoss: 0.0 GLoss: 0.2184 Sum: 0.2184\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 22000/25449 MLoss: 0.0 GLoss: 0.2147 Sum: 0.2147\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 23000/25449 MLoss: 0.0 GLoss: 0.212 Sum: 0.212\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 24000/25449 MLoss: 0.0 GLoss: 0.215 Sum: 0.215\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 25000/25449 MLoss: 0.0 GLoss: 0.2124 Sum: 0.2124\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": "5bc21f79",
+   "metadata": {
+    "papermill": {
+     "duration": 0.015691,
+     "end_time": "2024-07-22T03:20:46.716965",
+     "exception": false,
+     "start_time": "2024-07-22T03:20:46.701274",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "fc189632",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:20:46.747542Z",
+     "iopub.status.busy": "2024-07-22T03:20:46.747185Z",
+     "iopub.status.idle": "2024-07-22T03:20:46.755138Z",
+     "shell.execute_reply": "2024-07-22T03:20:46.754404Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491665,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.025097,
+     "end_time": "2024-07-22T03:20:46.757126",
+     "exception": false,
+     "start_time": "2024-07-22T03:20:46.732029",
+     "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": "3e433dd0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T03:20:46.786800Z",
+     "iopub.status.busy": "2024-07-22T03:20:46.786325Z",
+     "iopub.status.idle": "2024-07-22T03:21:03.480823Z",
+     "shell.execute_reply": "2024-07-22T03:21:03.479941Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491666,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 16.711835,
+     "end_time": "2024-07-22T03:21:03.483160",
+     "exception": false,
+     "start_time": "2024-07-22T03:20:46.771325",
+     "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": "756232d8",
+   "metadata": {
+    "papermill": {
+     "duration": 0.015611,
+     "end_time": "2024-07-22T03:21:03.514343",
+     "exception": false,
+     "start_time": "2024-07-22T03:21:03.498732",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "celltoolbar": "Tags",
+  "colab": {
+   "authorship_tag": "ABX9TyP9QeEydtXrVGW6XxyuLIx2",
+   "mount_file_id": "1thrslXDsb3UiDvvPU--356QMeNaiFBdW",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.13"
+  },
+  "papermill": {
+   "default_parameters": {},
+   "duration": 168.104284,
+   "end_time": "2024-07-22T03:21:06.207412",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tab_ddpm/2_3/tab_ddpm_eval.ipynb",
+   "output_path": "eval/iris/tab_ddpm/2_3/tab_ddpm_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "epoch_scale": 0.3,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tab_ddpm/2_3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": false,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-22T03:18:18.103128",
+   "version": "2.5.0"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file