diff --git a/iris/tab_ddpm/7_3/0/synth.csv b/iris/tab_ddpm/7_3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6837a8997622af4e44ea79e9b023aff16de78230
--- /dev/null
+++ b/iris/tab_ddpm/7_3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.705729424538312,2.6270087389098564,6.8999985678908935,2.28439951698305,Iris-virginica
+1,6.1127423620572205,2.6714278892336396,5.578803557878021,1.494569055545176,Iris-virginica
+2,6.309105380800356,2.4481025905710796,4.819827384943202,1.495518169999763,Iris-versicolor
+3,6.5330205711014955,3.0,5.818655525787419,2.198941149241824,Iris-virginica
+4,5.709014604804726,2.8180610792315877,4.519961086675621,1.303249063909034,Iris-versicolor
+5,5.996226633680342,2.214822896589215,4.9629361443541375,1.4925214004099336,Iris-virginica
+6,5.148328052456254,3.4835440195444587,1.415714991989238,0.20151545731206696,Iris-setosa
+7,5.787835678017206,2.7039504394374054,4.066119966670739,1.016499829683611,Iris-versicolor
+8,6.913272319621335,2.8212467815501583,4.836231617662113,1.4039591200987551,Iris-versicolor
+9,4.780559422456912,3.0,1.397524411558758,0.1,Iris-setosa
+10,5.573927856670757,3.0,4.076527716387024,1.312172159526876,Iris-versicolor
+11,5.311067002455419,3.716857340768461,1.538942500639601,0.19865532605528352,Iris-setosa
+12,5.5782570118881125,2.605849186310309,4.4183037162390395,1.2004040758290324,Iris-versicolor
+13,5.063299404670324,2.4742527509743892,3.0570965520697406,1.075653620290316,Iris-versicolor
+14,5.51722699056936,2.3768842974590516,3.62400820718518,0.9380748442929581,Iris-versicolor
+15,6.5652368231799185,3.0,4.40244673976896,1.388282075622337,Iris-versicolor
+16,5.497902976129906,2.6134183384874516,4.405060638510525,1.2136357771491064,Iris-versicolor
+17,5.426725450001647,3.899999644654593,1.3351741216017259,0.40915623586961186,Iris-setosa
+18,4.953805708569825,2.4078627028438513,3.227468361436929,1.021036677007244,Iris-versicolor
+19,7.671891217736375,2.80356516429148,6.670687702831062,1.9916422093920656,Iris-virginica
+20,5.081430892136382,3.4799938784383215,1.4015882442133167,0.2978095422578474,Iris-setosa
+21,5.211418026195061,2.6934760742141317,3.8628599613789585,1.39703209718403,Iris-versicolor
+22,4.96599720355071,3.411579136720459,1.4894932019404414,0.33519533639285254,Iris-setosa
+23,5.170039710063747,2.509390647050282,3.2554912085606107,1.1190286747475697,Iris-versicolor
+24,4.925542577433416,3.0,1.404093588393217,0.19549634104851288,Iris-setosa
+25,5.633504348704016,3.0,4.518162142117515,1.4983900620177666,Iris-versicolor
+26,5.8469032273761385,3.0,4.129865868121399,1.4424216426959453,Iris-versicolor
+27,6.930693280296854,3.0890666417117068,5.139048321929534,2.2905939001752027,Iris-virginica
+28,6.241358678743555,3.39805394934285,5.576061196969881,2.4087851301751484,Iris-virginica
+29,5.412703577323632,3.396015382331377,1.5502980997335245,0.4135890049774298,Iris-setosa
+30,6.709782183320018,2.526210828109165,5.850759322578528,1.8108452327232247,Iris-virginica
+31,5.658336271871587,2.5379140850086146,4.117139347260057,1.1358441292494637,Iris-versicolor
+32,4.787140555142872,3.0,1.3889727275754014,0.35679034255361386,Iris-setosa
+33,4.81073181735104,3.0,1.402210922596561,0.2869123868929748,Iris-setosa
+34,5.015776563315712,2.0,3.6188464976416146,0.8037668284923869,Iris-versicolor
+35,7.9,3.8034399904478233,6.383523834114589,1.9855543128603983,Iris-virginica
+36,6.805864431583299,2.8066349311769287,4.805012423288102,1.4015287574537658,Iris-versicolor
+37,5.026065276326161,2.0,3.625440278588516,1.0199648502862642,Iris-versicolor
+38,6.6905138958053785,3.3069166403452583,5.6609714887583,2.0998520507285705,Iris-virginica
+39,5.733152451469692,3.0,4.3545461139607085,1.5113901681588853,Iris-versicolor
+40,5.077063568723887,3.50778217262049,1.4262342796211434,0.3331582118779707,Iris-setosa
+41,5.377619507644178,3.395164698408574,1.4972679504919186,0.33523529791938766,Iris-setosa
+42,6.909748109382153,3.084176752928081,5.116495316418953,2.296799610670953,Iris-virginica
+43,6.09296446279671,3.388533521693685,4.509807218660161,1.5854541230810077,Iris-versicolor
+44,6.320102361371042,3.2691587202886345,4.705179041137159,1.579216164782079,Iris-versicolor
+45,5.753171879977816,2.7313652879064727,4.200081028266959,1.1040528846990152,Iris-versicolor
+46,6.786149458298162,3.0,5.511751227376337,2.098637489447616,Iris-virginica
+47,4.5112159612391425,2.453563676819524,1.3034119237516881,0.32990290923740356,Iris-setosa
+48,6.334382936626233,3.0,5.340005246872589,1.807877953907284,Iris-virginica
+49,6.705892342608094,3.299581823608151,5.699612124942039,2.08421575114437,Iris-virginica
+50,7.702493985015387,2.58169737320092,6.9,2.2947978005170717,Iris-virginica
+51,4.905485825255684,3.3691804727430417,1.4757023401811398,0.34286061647397914,Iris-setosa
+52,4.40000051820201,3.1796924558826363,1.2982598619027854,0.19458047105082155,Iris-setosa
+53,6.490445132192054,3.0,5.786569840008808,2.207328411755124,Iris-virginica
+54,7.599649412394807,3.0,6.596117982450288,2.0956325804102343,Iris-virginica
+55,5.225248116000531,2.706267192158697,3.9619195013939477,1.39183071792073,Iris-versicolor
+56,4.984163652353067,2.0,3.511365638686706,0.9523672349289412,Iris-versicolor
+57,7.9,3.799231471219832,6.399556736597671,1.9867972288064797,Iris-virginica
+58,4.593663332400832,3.5987207983342144,1.0,0.20264632079770167,Iris-setosa
+59,5.704086635223824,2.8024827616163615,4.530005038874468,1.3019680239975553,Iris-versicolor
+60,4.931620621663458,2.3957673296952744,3.1631331328763723,1.0372862978969648,Iris-versicolor
+61,5.290970142102228,3.6966185454529676,1.563540851523823,0.199512095777218,Iris-setosa
+62,5.374210040574558,3.4069996024632783,1.4967385002735134,0.3150510080029182,Iris-setosa
+63,6.304934952482871,3.3997689130403446,5.591311697582626,2.4038865894507264,Iris-virginica
+64,6.307254182122515,2.447943144356964,4.848689105133749,1.4945055959817064,Iris-versicolor
+65,4.402343025010128,3.2884198765488333,1.3899328531551902,0.22209048871446943,Iris-setosa
+66,5.4970421819341695,2.3899529533335233,3.727348622967175,0.9738223113691886,Iris-versicolor
+67,6.307687423235537,3.4026236057263497,5.590190968506632,2.3981988729078254,Iris-virginica
+68,4.4,2.8947307654389904,1.4001897047412342,0.20113098701328647,Iris-setosa
+69,6.296922491550477,2.4764875746516104,5.018851802554271,1.8995512630176592,Iris-virginica
+70,6.672898165301372,3.302438434850395,5.710794696342965,2.1578721070803586,Iris-virginica
+71,6.782072820187994,3.2303779170300846,5.7595660601398135,2.2598164844031907,Iris-virginica
+72,5.585677446439533,3.0,4.522141358374489,1.5122794356489027,Iris-versicolor
+73,6.1348601990576626,2.58988054908063,5.591545648375665,1.3982257799655102,Iris-virginica
+74,4.5913868813456,3.5947574407611156,1.0000004650657728,0.1986178979437071,Iris-setosa
+75,4.617913077693859,3.3091718755098665,1.3919190618671131,0.29971266807322305,Iris-setosa
+76,5.1018704920298905,3.5053223561220226,1.3966813307931814,0.19892501426831394,Iris-setosa
+77,4.491073286112597,2.2870363216627663,1.295802789460781,0.29537515741325204,Iris-setosa
+78,5.500617869856046,2.3879779244092756,3.744340958530898,0.9495579665204681,Iris-versicolor
+79,4.9087627114121775,3.4099681270893463,1.5943232835580654,0.24388681568644976,Iris-setosa
+80,4.498201513300227,2.2794169326458684,1.324443035415799,0.2973546006962233,Iris-setosa
+81,6.002499985356215,3.405346677943433,4.5059023833312875,1.6193845961793794,Iris-versicolor
+82,4.991679116951984,2.0,3.552907150187441,0.9920114099206963,Iris-versicolor
+83,5.202921592749734,3.404830720590887,1.4082300016560358,0.2034622631662373,Iris-setosa
+84,6.304820961369969,3.1472629038459097,4.673047591140583,1.501918145766516,Iris-versicolor
+85,5.597468642201251,3.0,4.115125260014116,1.2859930135590585,Iris-versicolor
+86,5.0569452624267335,2.4649282664540495,2.979138946966142,1.0814855693201777,Iris-versicolor
+87,6.28870973771068,2.4961394142828928,4.929871894156434,1.508278170773412,Iris-versicolor
+88,6.709297723677544,3.103478454152479,4.733269300165831,1.5061895615667455,Iris-versicolor
+89,5.409471348206113,3.412799953036474,1.752870498525755,0.19941607833655003,Iris-setosa
+90,6.264285911178865,3.256452433731314,4.642447107312515,1.545730538011563,Iris-versicolor
+91,6.322402434583374,3.3660222101261152,5.621053503184056,2.388028425065457,Iris-virginica
+92,6.796881648699588,3.0,5.4446527663066435,2.1542794412013118,Iris-virginica
+93,5.366520462107703,3.4024426212540853,1.6614617124768922,0.20450665380234748,Iris-setosa
+94,6.693702975934205,3.3046742894008783,5.719632371265056,2.089674599276312,Iris-virginica
+95,4.4000005431317915,2.9169519505154717,1.3903977437782689,0.1995022655279323,Iris-setosa
+96,4.810820015089172,3.0,1.4125963213548531,0.1,Iris-setosa
+97,4.810393396872384,3.0,1.4019390985021425,0.1,Iris-setosa
+98,5.710306467918174,2.8058235101539113,4.452767522943957,1.3003857680284177,Iris-versicolor
+99,5.986599997504235,2.7994876250167726,4.722097375358048,1.5209845470294643,Iris-versicolor
+100,5.097265041851927,3.7105295264537093,1.498443287973659,0.43214747457589514,Iris-setosa
+101,6.288497429463826,2.492597719017524,5.009436376868652,1.8839231646544015,Iris-virginica
+102,5.627098202012831,3.0,4.044463659497068,1.3079509012305386,Iris-versicolor
+103,4.918946962670627,2.435986163281048,3.3440179259767016,1.0416707379117238,Iris-versicolor
+104,6.5033598808755215,2.994533781602774,4.330791395676649,1.3636473263350428,Iris-versicolor
+105,6.709246832172988,2.469735305305101,5.824549555590931,1.8079165490956983,Iris-virginica
+106,6.016238057809631,3.4005752182287363,4.500153298513057,1.5741263927315312,Iris-versicolor
+107,7.1375825065101,3.0,5.874865651471324,2.1602525586857997,Iris-virginica
+108,6.491345504326821,3.0,5.503464764652016,1.8193373025034099,Iris-virginica
+109,4.4000005717390245,3.1692862165750766,1.3204420095283669,0.20167036597240634,Iris-setosa
+110,6.764160807825379,3.0,5.505493679073376,2.0729210913252687,Iris-virginica
+111,6.120782632968859,2.8140113040322166,4.732505215424761,1.1984598213292907,Iris-versicolor
+112,6.648357564905111,3.1162497633486135,4.740309387741655,1.5104179113690217,Iris-versicolor
+113,4.906694149778573,3.107197948519865,1.53070021937228,0.1,Iris-setosa
+114,6.705342843934196,3.0869082293366237,4.6989244764232625,1.495492197791569,Iris-versicolor
+115,5.418161541460453,3.3799181137695506,1.812357039818964,0.19546949406888756,Iris-setosa
+116,5.215728171951533,2.7157633264386507,3.9353623269291798,1.4063581899716944,Iris-versicolor
+117,6.311908113878818,2.500141759389452,4.903989743949319,1.5108257126631937,Iris-versicolor
+118,6.4828727334761105,3.0,5.802624203501231,2.1607905770373685,Iris-virginica
+119,5.0977386240944425,3.5066756150534766,1.3722995605562298,0.34596664204035027,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/0/test.csv b/iris/tab_ddpm/7_3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/0/train.csv b/iris/tab_ddpm/7_3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/0/val.csv b/iris/tab_ddpm/7_3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/1/synth.csv b/iris/tab_ddpm/7_3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de4d368e2e90f8c42a7ab9c5443ef820500c03b4
--- /dev/null
+++ b/iris/tab_ddpm/7_3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.199529272387495,3.3847538513740427,1.4026618335175538,0.20214526182260703,Iris-setosa
+1,4.400000634320282,2.90209135078868,1.400305647042174,0.19987213092945538,Iris-setosa
+2,5.44037468734291,3.7729572707375834,1.6808634228352666,0.37050558618121654,Iris-setosa
+3,5.4212122652846135,3.8999995526417743,1.2955746989609171,0.38984306040329897,Iris-setosa
+4,5.738192737264494,2.793400825772923,4.076609507465739,1.1748681211667737,Iris-versicolor
+5,4.805415345189109,3.0,1.3822467404769634,0.30973516570661147,Iris-setosa
+6,5.508668752261446,2.611650196845947,4.402358878399996,1.273202371077833,Iris-versicolor
+7,5.825341797451422,2.7208421782108227,5.139460261213071,1.89300117038113,Iris-virginica
+8,6.077345138216868,3.390205517491492,4.519198793797227,1.5940296224010175,Iris-versicolor
+9,4.837632160208471,2.4096406327379265,3.2784564210335434,0.9121412722800641,Iris-versicolor
+10,6.641200719594253,3.0538801017448307,4.643784250257934,1.4610518624550204,Iris-versicolor
+11,5.181213087720344,2.701661709055963,3.859427237849136,1.3972334843388103,Iris-versicolor
+12,7.322001406521871,2.8842797549179946,6.298084002269455,1.8079338916318106,Iris-virginica
+13,5.993235183665414,2.8609996434995444,4.611803325923144,1.5192304007638884,Iris-versicolor
+14,4.895246303638648,3.0,1.385124041678132,0.20173215524294386,Iris-setosa
+15,4.400000512075198,2.8866751703009763,1.390283135399226,0.19041088422656777,Iris-setosa
+16,5.0097196386692895,2.0000005093058846,3.425632632489962,1.0060791159166438,Iris-versicolor
+17,4.9298108229580615,3.0,1.402114935237966,0.19970272056859778,Iris-setosa
+18,6.304715896174661,2.5147407477281383,4.946195946883748,1.5066399831507045,Iris-versicolor
+19,6.485265746431752,3.195854799866362,5.163141160045185,2.00550544975439,Iris-virginica
+20,6.804369104942724,3.2093421706028766,5.868757737851198,2.287457259880481,Iris-virginica
+21,6.716860105213667,3.282987997625316,5.689030613044993,2.5,Iris-virginica
+22,7.7088395150666225,2.5869571777429297,6.899998787901889,2.310906918367857,Iris-virginica
+23,7.717439045951317,2.591970933097243,6.9,2.297319407060807,Iris-virginica
+24,6.792043995026128,3.0716798825682994,5.766764360566245,2.23606189197966,Iris-virginica
+25,4.904036474855407,3.0,1.405349595135904,0.19864584741320299,Iris-setosa
+26,5.068857856549761,3.522578065409477,1.4012165723905725,0.20686725801692082,Iris-setosa
+27,7.304134510843369,3.0,6.168516573692562,2.167739486821104,Iris-virginica
+28,7.899999000319265,3.8093413309147945,6.427230879754607,1.9930028332113574,Iris-virginica
+29,5.893817831067518,3.0,4.212600581462268,1.5205481564429137,Iris-versicolor
+30,6.097721893408849,2.795364061174072,4.6767708772820855,1.1779526474987263,Iris-versicolor
+31,5.7688087708520435,2.7455487243480983,4.24236930224454,1.1035552523545176,Iris-versicolor
+32,6.723004391175244,2.510374482866532,5.791013715888136,1.7928353800197105,Iris-virginica
+33,7.584591861375712,3.0,6.592820711071157,2.088877849334285,Iris-virginica
+34,6.748418332139383,3.2844448964304016,5.750335860821651,2.155998075183566,Iris-virginica
+35,5.212215415742392,3.7086229770117383,1.5419201380711014,0.34993599775971274,Iris-setosa
+36,5.893239062918885,3.0,5.042212166828133,1.7898126722847363,Iris-virginica
+37,6.659464454048626,3.0512120226954424,4.524430323194989,1.49270824388941,Iris-versicolor
+38,6.066105676698196,3.0,4.589792967155242,1.410577729504004,Iris-versicolor
+39,4.583497755362648,3.6105305894910042,1.0,0.1957367744511766,Iris-setosa
+40,5.10652569729299,3.4990185524338857,1.3831462465989086,0.19603727907150842,Iris-setosa
+41,4.877568204721688,3.0434083639872354,1.4882461909834117,0.10000011323468568,Iris-setosa
+42,5.995443822930496,2.7095063856958412,5.0848014643960475,1.579100001587658,Iris-versicolor
+43,6.788979085730663,2.7825209725811204,4.799994472526468,1.4011621627684407,Iris-versicolor
+44,5.722055520061518,2.8247182953013232,3.950896403997639,1.1956767272364468,Iris-versicolor
+45,5.681725417120488,3.794896907754701,1.751952629347374,0.3232047556269822,Iris-setosa
+46,6.331149144621591,3.38397052703948,5.607205874768221,2.3986744996212366,Iris-virginica
+47,6.216817690708118,2.1917407040527954,4.479349237908451,1.4921547572733505,Iris-versicolor
+48,5.591243208349608,3.0,4.060285259283466,1.2811605087777926,Iris-versicolor
+49,5.283716000354667,3.6863520843052786,1.4931107209360213,0.19977403736883315,Iris-setosa
+50,5.586043693007468,3.0,4.529399446203147,1.50290486882272,Iris-versicolor
+51,4.499642999207174,2.329505531302654,1.3005224606958101,0.296417223853684,Iris-setosa
+52,5.684713910720462,2.808117083026777,4.078979055486196,1.2337741654048724,Iris-versicolor
+53,6.112480434901479,2.603891914858001,5.596456383201308,1.416694347425111,Iris-virginica
+54,6.463822685369579,3.0,5.316893965657095,1.9085406349891143,Iris-virginica
+55,5.406797598756814,3.9,1.2853015004789237,0.4128515796737342,Iris-setosa
+56,6.678067610660776,3.3012498062079443,5.6938700161538,2.1077332482065714,Iris-virginica
+57,5.6838060716713,2.8783276227824195,4.185970683827919,1.2759076508495015,Iris-versicolor
+58,6.3916540460650175,2.9983402870318967,5.564226672155655,1.8448266605512236,Iris-virginica
+59,5.098583978247752,3.2972498859087502,1.4023785700584568,0.19860016464517988,Iris-setosa
+60,5.996993926624435,2.8788033875103882,4.630228112075401,1.28217360867992,Iris-versicolor
+61,6.9199528962892245,3.0871831882848584,5.077133254282792,2.307803599766562,Iris-virginica
+62,5.0983942148183665,3.792972392620205,1.6116722344564283,0.19902983508318317,Iris-setosa
+63,4.624415586847692,3.3841116712122528,1.4152939673512326,0.31950010407672585,Iris-setosa
+64,4.4,2.8971319682982086,1.4043812085854408,0.19322421100640044,Iris-setosa
+65,5.615798974145485,3.0,4.175546782689313,1.3020058007213524,Iris-versicolor
+66,6.181698756574688,2.209436669111133,4.503810625061362,1.488683966106701,Iris-versicolor
+67,4.869201357815405,2.3706992747951334,3.3189767102020955,0.9653881951841479,Iris-versicolor
+68,5.157317898530894,2.48000159329833,3.0490850281004374,1.051601296448866,Iris-versicolor
+69,4.894957273994966,3.0,1.3924756408753778,0.19953302088356462,Iris-setosa
+70,5.399484570459862,3.387940919802913,1.8517148033417912,0.20109447236771788,Iris-setosa
+71,5.548670632281687,2.4784192443599053,3.8682593130030787,1.0974545889413816,Iris-versicolor
+72,4.508226732445907,2.283547801801722,1.2975199343030832,0.3035338436619259,Iris-setosa
+73,5.638574762636323,3.0,4.509401526131449,1.501853172162608,Iris-versicolor
+74,5.508783889553075,2.407601755922419,3.7097283251834643,0.9653874507102755,Iris-versicolor
+75,5.867304784207545,3.0,4.201109652414836,1.4947523967675855,Iris-versicolor
+76,4.922678523059096,2.409009040164255,3.2902305629334876,1.0221806009063976,Iris-versicolor
+77,4.4,3.091705391169889,1.3261776302396604,0.20055261413313477,Iris-setosa
+78,4.877887476935754,2.3992649820957794,3.1707668017819497,0.9791776648506192,Iris-versicolor
+79,5.816646567392016,2.7058798481516946,5.154120994634429,1.9211015173174966,Iris-virginica
+80,5.089237639516498,3.5064889677165545,1.4062595095620807,0.3120065652046216,Iris-setosa
+81,4.58991852709432,3.5757640268649586,1.0,0.20321991031776274,Iris-setosa
+82,6.684612699710238,3.313664694992803,5.686596221162914,2.49999956865714,Iris-virginica
+83,6.000561468036818,3.3816461939171845,4.494890781244091,1.5566575992672884,Iris-versicolor
+84,6.930843637780811,3.092451206345173,5.127933872286216,2.3051218017852535,Iris-virginica
+85,7.688565102273978,2.6220670738122216,6.899998118502145,2.284136749321037,Iris-virginica
+86,7.899998935792726,3.801563637916196,6.364691195708796,1.9971638875760866,Iris-virginica
+87,7.705615139294504,2.7911448030462793,6.710983624874096,1.9984283495122759,Iris-virginica
+88,6.327237486804063,2.936944495446428,5.593925920112241,1.802469042820946,Iris-virginica
+89,4.4,2.914643830930665,1.3729522266669913,0.197930774368527,Iris-setosa
+90,6.088487564214506,2.5617651954962137,5.588436062578219,1.4091765545136852,Iris-virginica
+91,6.167632957633919,3.3503276079054842,4.602987688490174,1.595301945409021,Iris-versicolor
+92,6.2911881067777085,2.517914813138563,4.844051215367628,1.4620131675119348,Iris-versicolor
+93,6.403119320836556,2.8992888856722594,4.279036499114278,1.302742987171808,Iris-versicolor
+94,7.686337236086224,2.605172996269485,6.8999988378491555,2.2930827324815772,Iris-virginica
+95,5.238997848522806,2.7258596353230984,3.972310486910194,1.4053538280625937,Iris-versicolor
+96,5.110274234729899,3.499567729382683,1.3977459153051166,0.19806363034666596,Iris-setosa
+97,6.529070068022824,3.2002145808728857,5.149726414806312,2.0267597459725213,Iris-virginica
+98,6.510183703029696,3.1453485976355844,5.226584765080163,1.9697595478786933,Iris-virginica
+99,7.649331489222928,2.8065756894616434,6.652210672340083,1.9675639962272795,Iris-virginica
+100,7.726702509269124,2.600126091085754,6.9,2.2916397681280074,Iris-virginica
+101,6.005027532164426,3.3994936802553504,4.527488071537446,1.579635531961182,Iris-versicolor
+102,5.587104513464763,3.0,4.103197914262654,1.2907594611194817,Iris-versicolor
+103,6.489016003503581,3.2030787382662673,5.090722504661761,1.9896039540105208,Iris-virginica
+104,6.4722807620620895,2.9335292035411142,4.304684038138564,1.3278003247951222,Iris-versicolor
+105,5.992427840483787,3.024868768717516,4.427666231294371,1.4667723318111725,Iris-versicolor
+106,5.666527475604849,2.80540182226827,4.462950233190057,1.2873432769864572,Iris-versicolor
+107,5.612281827498714,2.928100807721987,3.716892076890281,1.308074302748869,Iris-versicolor
+108,6.554902299595054,3.065076292839828,5.333215563038028,1.929877253497535,Iris-virginica
+109,5.671321901671445,2.61211956647723,4.210776459820233,1.0716063045909985,Iris-versicolor
+110,5.967349104549762,2.1956136830460027,4.999879356734867,1.4968079653307047,Iris-virginica
+111,6.896437171834761,3.1975654109092706,5.733303850314158,2.296780957458516,Iris-virginica
+112,6.0750031697686895,2.2645601679058256,4.985873619626365,1.5746433475893682,Iris-virginica
+113,4.784446422950158,3.0,1.3682192276444278,0.1,Iris-setosa
+114,4.605634079290086,3.3781202983678944,1.3845614735189051,0.2995221242578252,Iris-setosa
+115,4.896461492429652,3.0972099970959386,1.6667638787229477,0.1,Iris-setosa
+116,6.792232222343869,3.0,5.506092859701658,2.0897759869794075,Iris-virginica
+117,6.790325915322217,2.799626721775204,4.781385221188581,1.3844178072307909,Iris-versicolor
+118,5.697554266481743,3.792914585570355,1.5965741540668335,0.3383463092112611,Iris-setosa
+119,6.302413719999359,3.2680593001466733,4.687619019708404,1.5581466218785864,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/1/test.csv b/iris/tab_ddpm/7_3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/1/train.csv b/iris/tab_ddpm/7_3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/1/val.csv b/iris/tab_ddpm/7_3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/10/synth.csv b/iris/tab_ddpm/7_3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c131a8b96d6daea920725a7f050d8e29db4d92ca
--- /dev/null
+++ b/iris/tab_ddpm/7_3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5741531371466655,2.5333299972670815,4.182896646618411,1.1506006823700612,Iris-versicolor
+1,6.012987883017986,2.703286893516232,5.221833208142562,1.6074018789797142,Iris-versicolor
+2,5.901300925519293,3.0,5.118120150757077,1.8195800566225475,Iris-virginica
+3,6.010663232008567,3.403727612170643,4.494973562806755,1.5895371203268114,Iris-versicolor
+4,6.704937102107398,3.3018411565008203,5.704523004956328,2.4999996194929217,Iris-virginica
+5,5.682466381065178,2.8988523873448027,4.095349234151638,1.2757280935595792,Iris-versicolor
+6,4.878706202796332,2.4133890666051574,3.1927592023279674,0.9017758257186825,Iris-versicolor
+7,6.107785748003395,2.819589474911312,4.697026975074667,1.2026657315836182,Iris-versicolor
+8,6.797134764238032,2.82635486745377,4.767618477839049,1.4015629151750844,Iris-versicolor
+9,7.651535529470479,2.6012725941342594,6.899998198641046,2.292010179393192,Iris-virginica
+10,5.0146333677312604,2.0,3.581736508585757,0.9435968168325186,Iris-versicolor
+11,5.9214554693171095,3.0,4.155380543644625,1.5180861677014355,Iris-versicolor
+12,4.4,2.9261644372191946,1.390120504471139,0.2023100780233404,Iris-setosa
+13,7.7118562149788,2.8210408651079235,6.723783018221029,2.008913909432611,Iris-virginica
+14,4.856049482041596,3.0007750893721563,1.4333001358904283,0.10000009635091232,Iris-setosa
+15,5.555279135601031,2.4273725006793727,3.8279509401953122,1.064080831367162,Iris-versicolor
+16,5.099412120659873,3.7852679617265936,1.6025548594390124,0.2022731671391431,Iris-setosa
+17,7.614714582826892,3.0,6.63662889464285,2.0867720857638608,Iris-virginica
+18,5.887789081777682,3.0,4.160116431726482,1.4962033267711328,Iris-versicolor
+19,5.972381894913359,3.379106517376314,4.485033436986049,1.5642041638073667,Iris-versicolor
+20,5.116547630613644,3.679680613658134,1.4919636534861067,0.4284379939851293,Iris-setosa
+21,4.887361733171393,3.0,1.402361051898862,0.21939856029102628,Iris-setosa
+22,6.098806407133176,3.0,4.6086343142685395,1.3960724513108544,Iris-versicolor
+23,5.986299259300342,2.90371296435347,4.544561239569951,1.504498743608442,Iris-versicolor
+24,6.709250928675798,3.337222579219403,5.699924875040689,2.499999613094262,Iris-virginica
+25,6.775725972318916,3.1203220101508333,5.142775618286277,2.281799238428609,Iris-virginica
+26,4.810832873478248,3.0,1.4000115325880724,0.10000009809074673,Iris-setosa
+27,7.712151542587701,2.5912265140690502,6.899998678996266,2.280578589618382,Iris-virginica
+28,5.378050906815257,3.4136238350208474,1.4983836503127035,0.4688768498844234,Iris-setosa
+29,6.682742599500011,2.488263109185414,5.763205754459371,1.7927213392992536,Iris-virginica
+30,4.492776070431423,2.29419134138067,1.299935993329254,0.295750312028147,Iris-setosa
+31,6.707392795571072,3.112080220104046,4.703060812257515,1.4974950365424347,Iris-versicolor
+32,6.296483483815448,2.503337142406209,5.000722968988359,1.8707413954376406,Iris-virginica
+33,7.7001642676347855,2.8321247508493874,6.690318076790573,2.0109935414115316,Iris-virginica
+34,5.097497495012548,3.7983155872079695,1.6007013546202498,0.20346517896402083,Iris-setosa
+35,6.30957240598358,3.4036508647057135,5.613361663335732,2.409166167436908,Iris-virginica
+36,6.012116448400476,3.401317310750167,4.523829140946949,1.6289441919322698,Iris-versicolor
+37,5.093926292527756,3.6837024248229193,1.5584160498605042,0.4018233821766649,Iris-setosa
+38,5.211091322205869,3.4026901869437602,1.4006845223712385,0.2027187565849147,Iris-setosa
+39,6.186902328465579,2.2137334785775193,4.505726882911956,1.4928175397274244,Iris-versicolor
+40,5.814737223144478,2.7730991689687734,4.4986326743950205,1.2113961280051324,Iris-versicolor
+41,6.6820358267604485,3.299612032342403,5.69242528651694,2.0969294200789452,Iris-virginica
+42,6.514066396376179,2.904011436468367,4.3682413213362175,1.338588452666671,Iris-versicolor
+43,5.88327078126213,3.0,5.071268643166085,1.8166190320201032,Iris-virginica
+44,5.079891855894482,3.540229409847912,1.4063155040656135,0.19626910886201,Iris-setosa
+45,4.995639383483046,2.000000713164703,3.4523478392057134,1.0046904143679558,Iris-versicolor
+46,5.113920544250922,3.691105256967906,1.5155925391008922,0.4394431307439365,Iris-setosa
+47,4.601410542273641,3.620512710830807,1.0000003700596047,0.2033408225692149,Iris-setosa
+48,5.779683667095395,2.6902266678948656,4.101740137549965,0.9494586955722322,Iris-versicolor
+49,6.491709555157378,3.202583128027358,5.084326743616959,1.9991765067552671,Iris-virginica
+50,6.016154456845105,2.197572841837041,5.055609517719282,1.4919063434396578,Iris-virginica
+51,6.243149443104716,2.1716215765837292,4.458811509331512,1.5054292883777316,Iris-versicolor
+52,5.4924003446760725,2.9287311962273943,4.212619001963157,1.4203553601812622,Iris-versicolor
+53,6.3140938006758365,2.39529350219736,4.807240634817579,1.4942648460608574,Iris-versicolor
+54,5.702180222638268,2.788226116542445,4.517798806224447,1.2866070912142578,Iris-versicolor
+55,6.009259120713314,2.2101849235595186,5.010124824148445,1.5085981898091423,Iris-virginica
+56,6.266510566221811,3.2919891894064763,4.661366824374584,1.5835378093110013,Iris-versicolor
+57,5.901510401543603,3.0,4.195047124358293,1.4926367518063581,Iris-versicolor
+58,6.296280797631779,2.8989295495565828,5.609015243053749,1.8006258592409048,Iris-virginica
+59,6.8277026271311145,3.0333876298336993,5.290646735969113,2.220668722282931,Iris-virginica
+60,6.172777834247914,2.2001026771085024,4.485706137914331,1.4949170690944318,Iris-versicolor
+61,6.058462362627582,2.2253383095809163,5.078602243056027,1.522533043269337,Iris-virginica
+62,5.846255742214317,3.0,5.116057485502518,1.812918995604043,Iris-virginica
+63,5.911512752024285,3.0,5.0457577496279615,1.7935867922091264,Iris-virginica
+64,5.609651801893521,3.0,4.498792669472709,1.4976929246309751,Iris-versicolor
+65,5.131965393531557,2.512912156757233,3.001798960203123,1.14687671866009,Iris-versicolor
+66,5.117458147079535,3.8076256138904454,1.6007918972438548,0.19831908221105546,Iris-setosa
+67,6.301873780366361,2.318318714314706,4.437979703664676,1.3062428270169781,Iris-versicolor
+68,5.678635736884011,2.7978145774807723,4.496213352883903,1.300671232567397,Iris-versicolor
+69,6.805770962325581,3.0,5.543125351837165,2.0960049014400015,Iris-virginica
+70,7.685672866408483,2.793954375805158,6.686465504055394,2.0105919417426112,Iris-virginica
+71,6.412086670214329,2.911169661210763,4.309982999851028,1.3049406577183433,Iris-versicolor
+72,6.495632172810833,3.0,5.870795031814001,2.1795982893579042,Iris-virginica
+73,5.593279322235331,2.9102090027852303,3.725686853772269,1.2903858484009612,Iris-versicolor
+74,5.691841558869993,2.800421765739504,4.49019128036453,1.290407128588102,Iris-versicolor
+75,4.498019484150322,2.331912689504672,1.3223903821645653,0.31892854125147874,Iris-setosa
+76,5.209147976690595,3.409367335996922,1.3898406500145102,0.2007210530430319,Iris-setosa
+77,4.4,2.912301271542824,1.408839294294556,0.1972329971244747,Iris-setosa
+78,6.485935332064436,2.97395550888558,4.330834747572229,1.3411898150245334,Iris-versicolor
+79,4.400000485147353,2.876492579962148,1.3543085484135307,0.19817309454610538,Iris-setosa
+80,5.121953749709286,3.40250967138534,1.5241022736455747,0.42599531739623564,Iris-setosa
+81,5.582892010730004,2.903100520276504,3.4729918257799923,1.2867955434935059,Iris-versicolor
+82,6.004435642589482,2.7126167284228515,5.089201681341655,1.5876337622566474,Iris-versicolor
+83,4.60855275259605,3.4048973078742,1.4006620898209368,0.33714649139494607,Iris-setosa
+84,4.830044650138936,3.0,1.4000157913836393,0.2953583183682035,Iris-setosa
+85,5.009641019632545,3.6053212271146373,1.373806878229544,0.1994221410366599,Iris-setosa
+86,5.998923670522434,2.961618786299307,4.324238926546282,1.4963921977346315,Iris-versicolor
+87,6.297580574553816,3.411764258517562,5.611240771225614,2.4069173523596064,Iris-virginica
+88,6.49856223795965,3.0,5.46629508479011,1.790378520427672,Iris-virginica
+89,4.994095364959373,3.407379528307414,1.4997235430124702,0.43591606481168294,Iris-setosa
+90,4.5882103663502924,3.62613356808302,1.000000388896482,0.2065447610262733,Iris-setosa
+91,6.184476087521882,2.204954188318312,4.524040333338076,1.495368052539527,Iris-versicolor
+92,6.007301979254738,2.704592776208272,5.102531269371658,1.635109171459051,Iris-versicolor
+93,5.199722601788058,2.705412496389537,3.906748389447483,1.4104692469966695,Iris-versicolor
+94,6.484796072256817,3.0,5.847881358154222,2.19319885215679,Iris-virginica
+95,7.631158607663067,3.0,6.615183943586328,2.1040119369803523,Iris-virginica
+96,5.30162389248254,3.68523929646753,1.5056095392863869,0.2000661697152707,Iris-setosa
+97,7.9,3.815625813618493,6.401658584632743,2.0055013662681107,Iris-virginica
+98,6.9910940892298035,3.0,5.774185443097242,2.1512942127798635,Iris-virginica
+99,5.549069154946149,2.4622732669271925,3.7631663848542103,1.0532616729997377,Iris-versicolor
+100,5.126589346003539,3.683460778843589,1.4963228455895814,0.3473911280810169,Iris-setosa
+101,7.61007471823646,3.0,6.592773229157314,2.098561098870875,Iris-virginica
+102,5.994361483349814,3.408381049728989,4.466955550636569,1.58185283743199,Iris-versicolor
+103,6.303178172770474,3.2692519665679063,4.649467621103694,1.5745415805491065,Iris-versicolor
+104,4.985856545276961,2.470831707759195,3.4351989358566652,1.0860725967817213,Iris-versicolor
+105,6.253596853957365,2.5042544737414705,5.093580188427711,1.8958058227353474,Iris-virginica
+106,4.400000618925193,2.9008395250592707,1.4005876428648627,0.2032729171670098,Iris-setosa
+107,7.717511565042095,2.814507535466543,6.705466679139714,2.0094844848970728,Iris-virginica
+108,4.589003801964097,3.6182293424731737,1.000000400381928,0.19982128553194778,Iris-setosa
+109,5.591009296431846,2.461791658780921,3.8778038924178637,1.0688643491829215,Iris-versicolor
+110,7.649058273921476,3.0,6.634140234192557,2.092220811336369,Iris-virginica
+111,5.07760660825982,3.506098985796093,1.4029732854589203,0.28295526054637166,Iris-setosa
+112,5.3886642299544345,3.4014789354018737,1.4999670091425514,0.3625751655395345,Iris-setosa
+113,4.906993434736738,3.0,1.4072635901079362,0.2025925053728124,Iris-setosa
+114,6.691282664680386,3.097319560477771,4.690856284190796,1.4996488878767553,Iris-versicolor
+115,6.487585838369338,3.198815862040844,5.11207302896456,1.9962978885521492,Iris-virginica
+116,6.113848577484525,2.788560537920515,4.743356766416592,1.188159484479434,Iris-versicolor
+117,6.706731155122741,3.1200422625226873,4.7302356422266,1.5126769591285105,Iris-versicolor
+118,4.903692441662882,3.0,1.405646403262541,0.1979024336491243,Iris-setosa
+119,4.910804152061931,3.0,1.3882735229338303,0.20133507247888566,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/10/test.csv b/iris/tab_ddpm/7_3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/10/train.csv b/iris/tab_ddpm/7_3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/10/val.csv b/iris/tab_ddpm/7_3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/11/synth.csv b/iris/tab_ddpm/7_3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e406c6bcee43547d8f2f316dc2d970c37257e1d5
--- /dev/null
+++ b/iris/tab_ddpm/7_3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.001516485578423,3.386307620160973,1.6162166654799244,0.4127817614531278,Iris-setosa
+1,6.692284855335187,3.2896461795173644,5.703230271645353,2.4999995587692285,Iris-virginica
+2,6.7880164165235595,2.791853817781594,4.799653991422818,1.401151508793652,Iris-versicolor
+3,5.673759845995695,2.829170114962714,4.262667617764176,1.3001996971379428,Iris-versicolor
+4,4.917972772938639,2.393426934219287,3.0415164391964975,1.0530265695173384,Iris-versicolor
+5,4.901516520865418,3.1163148461738883,1.6020580273466005,0.10000011776234871,Iris-setosa
+6,4.879748608061378,3.0625182133381843,1.4966671826734035,0.10000010092215195,Iris-setosa
+7,4.80143182080357,3.0,1.3858611545469148,0.1,Iris-setosa
+8,6.280529964124395,2.9007241918850792,5.6038606048486175,1.7747928613792046,Iris-virginica
+9,5.6982835717920794,2.8163317192377337,4.491639699754897,1.3038214325855657,Iris-versicolor
+10,6.929801972510939,3.192313735097729,5.714576670156113,2.296513235044707,Iris-virginica
+11,6.030735396607413,2.218148603826444,4.985669874031171,1.4958918621095034,Iris-virginica
+12,7.300931355569152,3.0,6.278029227741392,2.0728897750564697,Iris-virginica
+13,4.991721100861762,2.45814286306066,3.2294762531294667,1.0454150597204102,Iris-versicolor
+14,5.029585833249418,3.404672364999729,1.6581659615514606,0.43845518970709574,Iris-setosa
+15,5.292555941654701,3.7302506037461973,1.635578689360248,0.200269612353907,Iris-setosa
+16,7.899998588379395,3.7991070916722327,6.403313911293364,1.9958179127606268,Iris-virginica
+17,4.894257028781315,3.091452472388255,1.4930587560565636,0.10000009037612737,Iris-setosa
+18,5.790686876319861,2.690319802518653,5.129921689820587,1.89895684309927,Iris-virginica
+19,5.868983487714064,3.0,4.183917852898434,1.501500392772193,Iris-versicolor
+20,5.691798759740589,2.9401998718011613,4.112829713524038,1.3007754013286603,Iris-versicolor
+21,7.7044962904368965,2.6125815498936906,6.899998656844986,2.2978051364636407,Iris-virginica
+22,6.688063178068999,3.295649205862754,5.6767683768813155,2.4999995147008627,Iris-virginica
+23,6.6789045755257215,3.3167312970684417,5.703931070905761,2.1134229598848613,Iris-virginica
+24,6.502603360848826,3.0,5.825002127781737,2.209764440589813,Iris-virginica
+25,7.71833512813404,2.599406750840523,6.9,2.307960020087207,Iris-virginica
+26,5.55781171248377,2.5456770235252604,4.194352827070777,1.1733609784342642,Iris-versicolor
+27,7.9,3.809663363211098,6.3893407126661845,2.0051155406047596,Iris-virginica
+28,4.843147236021464,3.0015813181301905,1.4279266559126775,0.1,Iris-setosa
+29,6.58827076330859,3.0,4.410997449779682,1.376318765261133,Iris-versicolor
+30,6.274579565191797,2.29651418972817,4.406919010703408,1.2694865077563238,Iris-versicolor
+31,5.99128092720959,2.6922525342576025,5.158619047771855,1.606487719377071,Iris-versicolor
+32,5.299437070630639,3.7664363563306784,1.497524211001742,0.28462278921834705,Iris-setosa
+33,5.3852544763955965,3.4056907696767817,1.6355616648661226,0.2008764187432442,Iris-setosa
+34,5.354111954870611,3.3950186538222886,1.497240250476149,0.41238069383172404,Iris-setosa
+35,6.72731613529311,3.0,5.441558047054166,2.0766173696377157,Iris-virginica
+36,6.043129053205405,2.5942471211057496,5.597126093650585,1.3907435415988552,Iris-virginica
+37,6.29379175108278,2.5125773382627266,4.904598986547272,1.50573671198023,Iris-versicolor
+38,4.9916652864705515,3.6155852034606433,1.4008981116352097,0.2043930966394552,Iris-setosa
+39,5.360207980200027,3.3854562191452358,1.6354129200391438,0.20111173089972983,Iris-setosa
+40,5.185442260129788,2.693686674179309,3.9082510817495355,1.4065277723579659,Iris-versicolor
+41,6.685379861269149,3.3083596719708472,5.68086036702986,2.5,Iris-virginica
+42,5.6453059154462935,2.5175307767225066,3.989521598149131,1.1149554255726877,Iris-versicolor
+43,4.59440205101558,3.601949362146189,1.0000003803388384,0.19585338050855972,Iris-setosa
+44,5.027015806896092,3.5546940791994803,1.4034622785587463,0.19747269437562248,Iris-setosa
+45,5.424184003961602,2.356813965711239,3.6209802174736447,0.8415903929491786,Iris-versicolor
+46,5.13482965460056,3.7607659588202935,1.49745963412145,0.20586085419143507,Iris-setosa
+47,4.901375285878892,3.11379180486144,1.4997295440218619,0.1,Iris-setosa
+48,4.4,3.2139610137895747,1.2975291354985425,0.19935034299365406,Iris-setosa
+49,4.990693916255387,2.0,3.4504039087292,0.9359655042717765,Iris-versicolor
+50,6.028867597729676,3.386119888140476,4.521113944381507,1.6059208701718783,Iris-versicolor
+51,5.654212529649073,2.907707444530573,3.8911966026331823,1.3163101719260595,Iris-versicolor
+52,6.902580374764758,3.1036582100623153,5.0785613200692294,2.3019048005370304,Iris-virginica
+53,6.092256842484652,2.7772829047846357,4.699697534827095,1.1987016387579128,Iris-versicolor
+54,6.689041711164473,3.297511604178785,5.710602979898691,2.5,Iris-virginica
+55,6.702440431775238,2.5003390982037756,5.837643046064066,1.8121977919384755,Iris-virginica
+56,6.260827328760999,3.324541104134248,4.659642124534171,1.594770221003469,Iris-versicolor
+57,4.4,3.1406153777781225,1.316303133435882,0.18891326903022249,Iris-setosa
+58,5.118938370673259,3.8123520049004713,1.6745451536938134,0.19670228581233046,Iris-setosa
+59,7.1233962415558,3.0,5.901301599053277,2.0781346130476943,Iris-virginica
+60,6.033857011587539,3.3947747355120903,4.490307431354191,1.5987108512266963,Iris-versicolor
+61,6.27421897126077,2.288755623959786,4.435119334861146,1.3271645462471275,Iris-versicolor
+62,6.943480767592744,3.0783346739899855,5.08133464940393,2.2993664549914214,Iris-virginica
+63,5.010273202587949,3.5766375865645257,1.4014758357193096,0.19724708537165603,Iris-setosa
+64,7.332449329394567,2.9053762364828786,6.269143434227254,1.8152560552539667,Iris-virginica
+65,6.090040140249421,2.8032658012478193,4.674706009570388,1.1731372557765258,Iris-versicolor
+66,6.705981411218768,3.1033314880398644,4.706348846667998,1.5011674829140718,Iris-versicolor
+67,6.4938069289105,3.0,5.784693732061261,2.170028214780424,Iris-virginica
+68,5.011712573177367,3.4030457846202813,1.6572954837631333,0.4207833679360019,Iris-setosa
+69,6.2155226564703385,2.867679251569498,5.588855578273263,1.7565529569908893,Iris-virginica
+70,6.296347105301714,2.4831008177052643,5.001942819814788,1.8987707041730495,Iris-virginica
+71,5.992865491853744,2.2002207851062807,4.964841189337705,1.4746264123406723,Iris-virginica
+72,4.8892697862837355,3.0,1.3924341864450103,0.20632539903547825,Iris-setosa
+73,7.899999014355158,3.80998871304105,6.414629426765096,1.9916854125170143,Iris-virginica
+74,6.095543690414036,2.804117679160544,4.730439257697725,1.2036398207276033,Iris-versicolor
+75,6.310456415515335,3.3752238990212615,5.589460039560272,2.399677548414503,Iris-virginica
+76,5.08423942865801,3.5190611204388333,1.3779663014972425,0.20766373509393443,Iris-setosa
+77,6.399303007951033,2.892355267616002,4.2979934837982485,1.290592221511148,Iris-versicolor
+78,5.981400409252212,2.6834093497526323,5.105770667698493,1.6090210361855255,Iris-versicolor
+79,6.280085490590904,2.502851211587088,4.995412271186877,1.899549103837172,Iris-virginica
+80,5.406696100728923,3.38742857814588,1.657444143695217,0.20524452561378154,Iris-setosa
+81,6.700563188165463,3.0820463424453015,4.716132601274477,1.4983204907344267,Iris-versicolor
+82,5.537805633974732,2.649127646263861,4.423285802179061,1.2781851614789008,Iris-versicolor
+83,5.99866345829104,2.698206054670889,5.09539054315417,1.5784761955081417,Iris-versicolor
+84,5.891407448206183,3.0,5.103096377381617,1.812453723094756,Iris-virginica
+85,4.8312210529325075,3.0,1.3944640664957606,0.27054582511446407,Iris-setosa
+86,5.97993710464528,2.2163604855421584,4.982846465143374,1.4874206918636614,Iris-virginica
+87,5.09320190737085,3.777567655456866,1.5410993308655696,0.20315230012062593,Iris-setosa
+88,4.97637499248956,2.000000557471238,3.412575156452828,0.9416114814939671,Iris-versicolor
+89,5.601898127509898,3.0,4.531583545308603,1.4941361259701278,Iris-versicolor
+90,5.407069917688499,3.9,1.292029840625963,0.4806854282409945,Iris-setosa
+91,5.697025914846137,2.8431566002393382,4.43118351092547,1.2789752634978657,Iris-versicolor
+92,5.0694464141898585,3.7942870343868536,1.7099766646439956,0.2015377202164002,Iris-setosa
+93,5.387366708310236,3.9,1.2949473848125983,0.39297659187714634,Iris-setosa
+94,5.090268261156026,3.505552254411355,1.3809085569945676,0.28005481771854973,Iris-setosa
+95,6.699077622985393,3.3201259414043474,5.722235964615168,2.4999989178621744,Iris-virginica
+96,4.9983537104462705,3.397511789765377,1.607843027125993,0.4470453387482537,Iris-setosa
+97,6.006793516833459,2.2003320251259346,5.011008476535936,1.4951680595308927,Iris-virginica
+98,5.406956040434036,3.3906460993198477,1.634698410812097,0.1953001175686377,Iris-setosa
+99,6.519784225122699,3.0,5.867656092175299,2.2184689646198064,Iris-virginica
+100,6.682348746504831,3.1055275321773412,4.6907948744981125,1.4857177366293244,Iris-versicolor
+101,5.621684599881343,2.883706637342626,3.712565527058517,1.2816508954600312,Iris-versicolor
+102,5.125118700695103,2.6623285168911646,3.869296373547437,1.3918332938878673,Iris-versicolor
+103,6.106623104371176,2.606031489424745,5.612934466680278,1.398365209868022,Iris-virginica
+104,5.606966090418904,2.526480354212081,3.923169231678852,1.1255428272263452,Iris-versicolor
+105,4.978558280660957,3.385320734878203,1.571169150815066,0.37618986557227335,Iris-setosa
+106,5.905503071583226,3.0,4.202883869008593,1.491356289211101,Iris-versicolor
+107,5.628269803310561,2.9239645865011545,3.7656671961164356,1.3015918380780016,Iris-versicolor
+108,6.738373005753736,2.5136559284339985,5.918053838656933,1.8166344367636786,Iris-virginica
+109,6.808625721090709,2.7727106217414432,4.82595748227967,1.4054707553547958,Iris-versicolor
+110,7.697134389030493,2.594762500146298,6.9,2.279253759049569,Iris-virginica
+111,6.805117101899338,2.801961577392646,4.843073773958421,1.4071714493188154,Iris-versicolor
+112,5.976768132582186,2.8732496959872815,4.568530989443719,1.3060521880831215,Iris-versicolor
+113,7.9,3.790951701798755,6.3945163798311215,2.0166273203865526,Iris-virginica
+114,4.589221266475146,3.6270854084832367,1.0,0.20263302248777137,Iris-setosa
+115,7.69147289026224,2.831905561135741,6.692681340191245,2.011681417518739,Iris-virginica
+116,5.11549296253363,3.6558847142813313,1.4825913158837492,0.41440797616340297,Iris-setosa
+117,5.993707482011089,2.2014882460695078,5.023826011022709,1.4933686238792503,Iris-virginica
+118,6.772805392319454,3.0,5.527440581852049,2.0865478562243176,Iris-virginica
+119,7.9,3.8108435608647695,6.377326650380869,2.00961871785271,Iris-virginica
diff --git a/iris/tab_ddpm/7_3/11/test.csv b/iris/tab_ddpm/7_3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/11/train.csv b/iris/tab_ddpm/7_3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/11/val.csv b/iris/tab_ddpm/7_3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/12/synth.csv b/iris/tab_ddpm/7_3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..715507c554653936d10383626186d651189f711a
--- /dev/null
+++ b/iris/tab_ddpm/7_3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.515895087490563,3.1865827772012043,5.088224230990331,2.013234605373171,Iris-virginica
+1,6.182048311267461,3.0,4.526874604084059,1.3842298715006076,Iris-versicolor
+2,5.36978201864826,3.9,1.2757336374419084,0.3874619443034207,Iris-setosa
+3,5.399776982676714,3.401198234559684,1.5778063401792861,0.4130418212889879,Iris-setosa
+4,6.896439326411291,3.1059098120470097,5.103418364580701,2.2955717072094,Iris-virginica
+5,5.7008803105160935,2.7897753805678795,4.4853700117110336,1.265432205632866,Iris-versicolor
+6,5.899862990716569,3.0,4.203357081147208,1.5047075611027005,Iris-versicolor
+7,5.919713947767123,2.7426185068179225,4.227094643070323,1.0399531995204003,Iris-versicolor
+8,6.451825386176766,3.1354163588994672,5.119265727384745,1.9673456839934238,Iris-virginica
+9,4.903957422379806,3.088839733921471,1.49252746217112,0.1,Iris-setosa
+10,4.59547474042755,3.5878869957283652,1.0000004096461625,0.203049488891183,Iris-setosa
+11,5.091891144536538,3.4978191867643535,1.3971509100148611,0.31251577121448276,Iris-setosa
+12,7.714447025254788,2.8399650377402184,6.722644053059854,2.02484840333459,Iris-virginica
+13,6.309031767329378,2.312110490074122,4.4121133804730865,1.3132141969203415,Iris-versicolor
+14,5.64819447021469,2.926032635968002,4.0653160891524625,1.2859762520225253,Iris-versicolor
+15,5.577082623408861,2.4746404643669777,3.80551433295231,1.026172961212169,Iris-versicolor
+16,6.0872989274062785,3.0,4.605682582415695,1.406666111836308,Iris-versicolor
+17,4.802916338155423,3.0,1.4016263938729627,0.30736712573057523,Iris-setosa
+18,5.121404161728665,3.7778152727404293,1.5914034603580072,0.1953015851173161,Iris-setosa
+19,5.186178478394285,3.7585782167046964,1.557940954864989,0.21386035792337982,Iris-setosa
+20,6.7686026468721,3.151119811081304,5.835994604740876,2.2753315590101333,Iris-virginica
+21,6.099138295728113,3.0,4.612442291690925,1.4082862798822413,Iris-versicolor
+22,6.13882098671507,2.2744960683356927,5.036352431722997,1.6360132947490893,Iris-virginica
+23,4.8180030237697915,3.0,1.4001766134903886,0.1,Iris-setosa
+24,5.962243526730538,2.7321643264183897,4.906029247184393,1.5307680861787771,Iris-versicolor
+25,4.818666370278547,3.3950794180612105,1.5179691360082657,0.20671943466435677,Iris-setosa
+26,4.577711754976389,3.4015614387210937,1.3762175791658184,0.29540754146090603,Iris-setosa
+27,6.113382122085651,2.801749105816039,4.697129260483504,1.1945265081306764,Iris-versicolor
+28,4.400000502325564,3.218464113610364,1.2910462586440712,0.20167458770446067,Iris-setosa
+29,5.64998434075975,2.729468065511222,4.47566697500746,1.2744766637640454,Iris-versicolor
+30,5.826331245379559,2.753934369345106,5.080208183634588,1.8971173656100357,Iris-virginica
+31,6.664731087720665,2.490792092462962,5.79566849402837,1.803031772720674,Iris-virginica
+32,5.595464405846554,3.0,4.079757983429898,1.3037261111898486,Iris-versicolor
+33,4.81373937947864,3.0,1.3925983780153834,0.30788354352352104,Iris-setosa
+34,5.089512635960627,3.501428877761713,1.399744439785187,0.20214766022384767,Iris-setosa
+35,5.397136806130941,3.3819635132885915,1.7673531356669911,0.1977423319133595,Iris-setosa
+36,6.667973086464158,3.2992155187537477,5.671042147222629,2.083129465004692,Iris-virginica
+37,6.41726365570671,2.871264087260048,4.282256968143547,1.2687135374661895,Iris-versicolor
+38,6.655730946084047,3.2627256222716876,5.718118603660033,2.09981817223632,Iris-virginica
+39,5.118592646478383,3.487542092897962,1.3942956595282472,0.1979793312399865,Iris-setosa
+40,6.226657517311829,2.5348583416855366,4.916096298707115,1.5225233540741543,Iris-versicolor
+41,5.399368795999902,3.393543557493173,1.5828438298266447,0.42700102416883867,Iris-setosa
+42,5.6048192439205256,3.0,4.103201217669877,1.3024825790708854,Iris-versicolor
+43,4.907362831136721,2.4073105802372097,3.051457336356454,1.0260005904005547,Iris-versicolor
+44,6.411643582697587,2.8975534912361627,4.266094144169719,1.3102961320224498,Iris-versicolor
+45,4.948973937992607,2.424280101526984,2.9431049006986525,1.0328973199790414,Iris-versicolor
+46,6.481015707169774,2.9665649428584686,4.337542784620584,1.352185126590803,Iris-versicolor
+47,5.530655928773341,2.4415228605409887,3.821566220264133,1.0124331888305942,Iris-versicolor
+48,5.699373263142991,2.80166764175681,4.531693660351381,1.285554528973632,Iris-versicolor
+49,5.326484330287508,3.9,1.2891386965768428,0.3817551778886624,Iris-setosa
+50,5.53156769914385,2.524457529153711,3.8115017838213916,1.0886574626158632,Iris-versicolor
+51,5.189201405130605,3.3913378497956645,1.4035171627039165,0.20150023205996773,Iris-setosa
+52,7.899998563934536,3.795814356817159,6.397023271455432,2.0021825846747277,Iris-virginica
+53,4.7876620858505685,3.3852680868553007,1.5558892503581478,0.19558548507735052,Iris-setosa
+54,6.06879602087004,2.5989528454136166,5.613207445707153,1.3823841578991987,Iris-virginica
+55,6.706076585988495,3.1091369990102384,4.72098377873534,1.496805028028415,Iris-versicolor
+56,7.614329836128328,3.0,6.611370235794789,2.0895554769598292,Iris-virginica
+57,6.444627973263002,2.9491740921451726,4.3212348688130895,1.3260185660487078,Iris-versicolor
+58,6.297303302521704,3.408687509150531,5.608676223022665,2.3976044928702334,Iris-virginica
+59,7.702145981314763,2.5848679449622445,6.9,2.2944220535201016,Iris-virginica
+60,4.908935231459069,3.108467578780412,1.5436098918529144,0.1,Iris-setosa
+61,5.374619317207055,2.49746900818689,3.6322866637672244,1.061368412381105,Iris-versicolor
+62,6.364527410450513,2.870790953882556,4.297514888824363,1.2528005400968434,Iris-versicolor
+63,5.633234034981189,3.0,4.525867901035314,1.4985835200756779,Iris-versicolor
+64,5.252540321585769,3.704647183794396,1.5172860373297923,0.20090590766563698,Iris-setosa
+65,5.306864319396286,3.6832347102109178,1.4985174827339691,0.2016768849623545,Iris-setosa
+66,6.259187433445374,2.476927817672407,4.884003983073284,1.4841682504167806,Iris-versicolor
+67,5.035436128031599,3.573074032660096,1.4008180837552469,0.20237030570167652,Iris-setosa
+68,5.8604982531211895,2.756846079486914,4.6242098450675675,1.230503889449386,Iris-versicolor
+69,5.665792595899477,3.0,4.5222435131029,1.4956216790503505,Iris-versicolor
+70,6.150002726771936,3.0,4.634865091277586,1.4237848842862926,Iris-versicolor
+71,5.354583827118473,3.8999996382790605,1.2929893098356966,0.5135240767638833,Iris-setosa
+72,5.674284780897113,3.7934473204667234,1.5795075407899624,0.2972520042826904,Iris-setosa
+73,4.999412465942759,2.000000700922482,3.5130552853747066,1.0195748353310916,Iris-versicolor
+74,5.117330586010682,3.4937525263977105,1.400591754639223,0.2939134688498492,Iris-setosa
+75,6.058469006049218,2.9362327135448214,4.64969490020052,1.3229585128387085,Iris-versicolor
+76,4.981763931463398,2.0000004945152043,3.3797202510995157,1.000644350643544,Iris-versicolor
+77,6.077722345122977,2.258122409204269,5.025073929488911,1.5708769505804203,Iris-virginica
+78,6.803978036924727,3.0,5.42626068059044,2.1232802671228703,Iris-virginica
+79,5.580079481085673,3.0,4.054565698914399,1.2927742399888424,Iris-versicolor
+80,6.804738163807543,2.812445101630509,4.831704940856949,1.4057635996485571,Iris-versicolor
+81,6.218907740280879,2.2065741463203725,4.490128411933078,1.490368548240188,Iris-versicolor
+82,4.907611424765835,2.4028823897495295,3.287003824363903,1.0139904971171838,Iris-versicolor
+83,5.482918375682679,2.5384765911519387,4.273938302086824,1.124565664534245,Iris-versicolor
+84,4.814564475864521,3.0,1.4039568010404677,0.3422363802272509,Iris-setosa
+85,4.797542474283989,3.0,1.3850732862201578,0.1,Iris-setosa
+86,6.252973041381453,3.1915381694935556,4.670063513734298,1.515856976888766,Iris-versicolor
+87,6.3027076149922125,2.3097057061031068,4.3811440302583655,1.2872198359364617,Iris-versicolor
+88,5.1081101042425034,3.493619434822949,1.396872888747359,0.3011359554235454,Iris-setosa
+89,6.722442893039304,3.010417914563399,5.673991784018408,2.093112612628685,Iris-virginica
+90,6.504395932349084,3.191931671178963,5.089074446590072,2.0076069139957813,Iris-virginica
+91,5.610515606675806,3.0,4.481182155023867,1.5061971562552126,Iris-versicolor
+92,5.589607141788176,2.700658300566491,4.479739219561699,1.2543724347157363,Iris-versicolor
+93,4.994197614582472,2.4588949059084326,3.037425631332201,1.068688081014435,Iris-versicolor
+94,7.701553687616457,2.845400172432409,6.700152338294812,2.005599089856596,Iris-virginica
+95,6.865537830732021,3.103355767019579,5.118359458793562,2.2930085114405405,Iris-virginica
+96,6.7132616570399595,3.1254802378954523,4.703976861414897,1.506743123004234,Iris-versicolor
+97,6.317702995773434,3.372902926381785,5.610783392597357,2.393693485586512,Iris-virginica
+98,4.495942207843199,2.2882442498858575,1.296575474247554,0.2996922627806434,Iris-setosa
+99,5.954526533471617,2.170197379331148,4.922787117469293,1.4764863948088551,Iris-virginica
+100,7.103078998445177,3.0,6.01516829252426,2.124774657279116,Iris-virginica
+101,4.400000575055841,3.1749279160390285,1.307376639225017,0.19785078754378543,Iris-setosa
+102,6.3085273287653605,3.361519033930952,5.622283522078896,2.394072052330853,Iris-virginica
+103,5.24394855606928,3.7406077558337745,1.549569747369585,0.20076786569264216,Iris-setosa
+104,5.479158606946559,2.523331926199396,3.897324742030475,1.148501520330656,Iris-versicolor
+105,5.043517868646987,3.5717414764307978,1.400554066171496,0.19958125383238917,Iris-setosa
+106,6.813458605307225,3.0,5.433115179955229,2.1437821042234213,Iris-virginica
+107,5.712751974499288,3.0,4.420067064271647,1.502092145204776,Iris-versicolor
+108,7.708145874974933,2.80589226889367,6.710113092979338,2.006168951292878,Iris-virginica
+109,6.314702577197655,2.292585475215645,4.38806896813863,1.300841642844502,Iris-versicolor
+110,6.674978450324952,3.2945707357615266,5.678184704028901,2.5,Iris-virginica
+111,5.114859099966539,3.506583608392592,1.401281675547558,0.20140971352094192,Iris-setosa
+112,6.481500992296992,3.0,5.821161207695286,2.2188934817623753,Iris-virginica
+113,4.810462617188815,3.3982895302507585,1.5208174695191898,0.19447668209181967,Iris-setosa
+114,4.4,2.9211119371171916,1.402791408480984,0.19337433967131665,Iris-setosa
+115,5.096316171215051,3.7949677215093076,1.4956395150786572,0.19864207692210364,Iris-setosa
+116,7.697800377427778,2.791889118541267,6.704562805946253,1.9884802859059272,Iris-virginica
+117,6.688611823434676,2.5059116155989787,5.791908009229011,1.7971601175617886,Iris-virginica
+118,6.097860919028135,2.7793624638447967,4.689000635804063,1.1847780112722992,Iris-versicolor
+119,6.350293215706663,3.288737544791702,4.70429645912962,1.5912196022266858,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/12/test.csv b/iris/tab_ddpm/7_3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/12/train.csv b/iris/tab_ddpm/7_3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/12/val.csv b/iris/tab_ddpm/7_3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/13/synth.csv b/iris/tab_ddpm/7_3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7675feeb0333a92cc3240bbc012c62499fbd1e2f
--- /dev/null
+++ b/iris/tab_ddpm/7_3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.277927586380171,2.4809573168079977,4.957235847380052,1.8891426787025878,Iris-virginica
+1,5.588263499061035,3.0,4.0675446321797,1.269950954916197,Iris-versicolor
+2,4.899413259925935,3.0,1.39540595299722,0.20246939673139208,Iris-setosa
+3,6.077546160448126,2.887535323154922,5.482481191504384,1.7901486868164564,Iris-virginica
+4,6.722226739417405,2.4723106694189156,5.92009648344509,1.8464473346029808,Iris-virginica
+5,5.006427474105461,2.000000601894336,3.491602050440073,0.9847018134402903,Iris-versicolor
+6,5.585640075619234,3.0,4.050758695378668,1.3012256196183065,Iris-versicolor
+7,5.13763217519494,3.49913827483816,1.4017516379420882,0.29739984448027257,Iris-setosa
+8,4.50517328057623,2.283662990212481,1.2896981026895142,0.28817517822128536,Iris-setosa
+9,6.000495121701416,2.2043097880932607,5.021971709629061,1.491959812194719,Iris-virginica
+10,7.344668253172231,3.0,6.312020042191138,2.0796066977854943,Iris-virginica
+11,4.8133506393723025,3.0,1.402356425274585,0.1,Iris-setosa
+12,6.653680785214846,3.2487758401645164,5.678953501195249,2.055903773664303,Iris-virginica
+13,5.256968756294258,3.6705420328632865,1.4861315066810843,0.198967868269535,Iris-setosa
+14,6.268154174116494,2.291179778819355,4.388443327446413,1.2743138587074687,Iris-versicolor
+15,6.0958976129557225,2.795098400252456,4.69865219341132,1.1761533306834153,Iris-versicolor
+16,6.277632288263412,2.899269287764053,5.589277077010453,1.7976565857975304,Iris-virginica
+17,6.675046662136317,3.3184715085837295,5.679136391594832,2.4999995973584124,Iris-virginica
+18,4.4,3.2025271968459155,1.292272203496269,0.19878657116504836,Iris-setosa
+19,7.700041036505921,2.6077675725542218,6.899998472813488,2.2832896850728783,Iris-virginica
+20,6.907603490583857,3.2025254987886402,5.676073925304864,2.2901487838272887,Iris-virginica
+21,5.133724124284474,3.479639628651763,1.3937156611659147,0.19957926463488884,Iris-setosa
+22,4.8032866040641045,3.0,1.4013303038341973,0.1,Iris-setosa
+23,6.683483416735669,3.134866561492166,4.726506560268441,1.5051896479851536,Iris-versicolor
+24,6.3160164718680845,2.335073302772913,4.4153589105916575,1.3111902736674852,Iris-versicolor
+25,5.356827853187428,3.401121895568197,1.4983816587921155,0.4269581948641623,Iris-setosa
+26,6.891321781153711,3.193867263012849,5.68581147792305,2.2955795308223874,Iris-virginica
+27,5.005571380947428,2.0,3.340899301750725,1.0294583207788603,Iris-versicolor
+28,5.801175909272662,2.7104034580655436,5.046579856223141,1.899763257873272,Iris-virginica
+29,7.733249123057937,2.596556985902372,6.9,2.306060703333453,Iris-virginica
+30,6.81908110765742,3.0893977011569222,5.1509466066470955,2.302103371909998,Iris-virginica
+31,5.085560929304656,3.519000763047583,1.4031320247235801,0.31909473899894275,Iris-setosa
+32,6.012545932230971,2.722846223014699,5.096870589414183,1.6188313186870904,Iris-versicolor
+33,7.701397992216915,2.6022232148102877,6.899998822833629,2.2973610517823086,Iris-virginica
+34,6.484145126149073,3.215304821838908,5.103829303634237,2.002520021316699,Iris-virginica
+35,4.772146735828349,3.0,1.3957117154913898,0.29864664605082547,Iris-setosa
+36,4.9041840232716565,3.1124312091640687,1.5467927959076426,0.1,Iris-setosa
+37,6.282744696363043,2.9026762712522887,5.595323652978239,1.7282291394178406,Iris-virginica
+38,6.119150695561836,3.361047399746115,4.571145819642809,1.6171961446402612,Iris-versicolor
+39,5.896375973997368,3.0,5.083960776301121,1.7925539239657988,Iris-virginica
+40,4.803169904329147,3.0,1.3879165859275782,0.29642267635080555,Iris-setosa
+41,5.151688469471458,3.770308642230487,1.502594724805904,0.2054800996012274,Iris-setosa
+42,4.898975137252694,3.0,1.4030281016301598,0.20110145630959764,Iris-setosa
+43,6.309097112226158,2.905961242428443,5.618492333280293,1.7938102880900613,Iris-virginica
+44,4.880282129206119,3.0,1.3865610039430227,0.20231789067380646,Iris-setosa
+45,4.400000542409775,3.186642588225498,1.304651966521913,0.20427217640113637,Iris-setosa
+46,6.1227765353366195,2.6018444113272188,5.613250700935026,1.4018353983503984,Iris-virginica
+47,5.212031431502015,3.3968779107952036,1.395390400465427,0.20048537399665778,Iris-setosa
+48,7.708279940580988,2.608647909294508,6.899998997076427,2.2970379607770672,Iris-virginica
+49,4.769204299411292,3.401246103699275,1.5293213662794396,0.20149072766237638,Iris-setosa
+50,5.396344297246927,3.9,1.2990224207687064,0.49505738370084706,Iris-setosa
+51,6.488014843280728,3.2035169647705994,5.106124506929982,1.9866721682400306,Iris-virginica
+52,4.977340394579375,2.0,3.5129538712250645,0.9721060094158835,Iris-versicolor
+53,5.29476233873117,3.707360550592479,1.6206338881706563,0.20245336939216796,Iris-setosa
+54,6.532237272180725,3.0,5.512677503182067,1.87759213626294,Iris-virginica
+55,6.3150553682004835,3.4071220043039268,5.5978016031639415,2.402329321511698,Iris-virginica
+56,5.725638531337708,2.8951100978698645,4.256390028146479,1.3010900212210477,Iris-versicolor
+57,7.683397423160094,2.5891908418448284,6.9,2.300365077461266,Iris-virginica
+58,6.522108036919807,3.1837132057875612,5.131330247002707,1.988130358301557,Iris-virginica
+59,4.823524113867486,3.0,1.4035808465503816,0.2944056658280071,Iris-setosa
+60,5.7964073003750745,2.689307630828855,5.113955121254127,1.9028702926004992,Iris-virginica
+61,6.702921867943114,3.321827983583389,5.703072124308594,2.5,Iris-virginica
+62,6.799456151959742,3.0,5.492297645789764,2.0998576806096265,Iris-virginica
+63,5.100573868999241,3.7944580102875363,1.643207008645885,0.20004468029894956,Iris-setosa
+64,7.682986693245375,2.7876320612397025,6.691810864516002,1.9857865691719383,Iris-virginica
+65,5.11650599125038,3.794228751698745,1.6084296808943817,0.2001716995638755,Iris-setosa
+66,6.814794455165241,3.184971701203722,5.814725185746347,2.309351935447622,Iris-virginica
+67,4.4,2.9018958783927564,1.3979018590634427,0.19099778432823689,Iris-setosa
+68,5.428641389521218,3.9,1.3150400726795293,0.5510386390361364,Iris-setosa
+69,5.564575565150073,2.708584315408614,4.396388167829825,1.2591392295550254,Iris-versicolor
+70,5.079216300689067,3.5261151336300025,1.3961150756489107,0.2078032782114361,Iris-setosa
+71,6.0024457774288384,2.2082882779797037,4.990468181873756,1.5043159672217419,Iris-virginica
+72,5.101127456821273,3.500257521245524,1.4031987284998453,0.19913823704393335,Iris-setosa
+73,6.0913803798800625,3.0,4.599806379133622,1.379638107901085,Iris-versicolor
+74,4.803213674409438,3.0,1.4026714418041533,0.10000010781556362,Iris-setosa
+75,7.606238194374393,3.0,6.5489328448783,2.0964640192640127,Iris-virginica
+76,4.5880233513737325,3.3929053061309142,1.392672136066845,0.3298290237622098,Iris-setosa
+77,4.785678139190651,3.0,1.4017268005210222,0.36902664478658737,Iris-setosa
+78,6.307909642892588,2.494608027615715,4.9426105186499845,1.4988579471955281,Iris-versicolor
+79,6.317039463392548,3.4145913938653885,5.596700030941182,2.3950673778836986,Iris-virginica
+80,6.150488378700414,2.563222581201403,5.539327462796115,1.44053416711941,Iris-virginica
+81,5.381614548973663,3.395158855504186,1.7041554743788474,0.19981260833194453,Iris-setosa
+82,4.79293643564675,3.0,1.4000976433980465,0.29702909928044585,Iris-setosa
+83,5.008197288986247,2.0,3.6312849590408405,1.0187742908700053,Iris-versicolor
+84,6.68803635205922,3.2954855345456733,5.6967628410361595,2.4999995511180098,Iris-virginica
+85,6.885881135594724,3.0789257099068466,5.146921978177842,2.2967016454475826,Iris-virginica
+86,4.712022365809253,3.1802100749272997,1.4079976500966866,0.29580198298501936,Iris-setosa
+87,7.2800395897547485,2.908654036585395,6.296814636436464,1.800099902755477,Iris-virginica
+88,6.649677769021701,3.0036820495335532,5.795342207614123,2.2495248034616546,Iris-virginica
+89,6.83561046677592,3.165961493878961,5.772747893093324,2.287377827838555,Iris-virginica
+90,6.1106436738096015,2.8026614277414863,4.727304037094587,1.188363758002569,Iris-versicolor
+91,6.302103825727363,2.5014759730282288,5.08106612621422,1.888915062809508,Iris-virginica
+92,7.671167981131403,2.6129730868924925,6.899998644614351,2.2940080003945313,Iris-virginica
+93,6.323271542630662,2.9182693297892874,5.583990898314841,1.7884613883670684,Iris-virginica
+94,6.09240572442342,2.8190125421261554,4.667632238671031,1.2109956086163685,Iris-versicolor
+95,7.723610831283835,2.6045023535299925,6.9,2.3053074730649756,Iris-virginica
+96,7.71929648083217,2.605464638163368,6.9,2.3169159488511033,Iris-virginica
+97,7.2579353767099954,3.0,6.191162862123074,2.1328613764162556,Iris-virginica
+98,4.901789988196433,2.401482986132867,3.18916473459074,1.005225314693847,Iris-versicolor
+99,7.734449110387988,2.6223402039257553,6.9,2.3019591568662583,Iris-virginica
+100,6.3022584192188695,3.4066390215525866,5.617918981770142,2.3980884425305007,Iris-virginica
+101,6.001774964019445,3.4005979406299534,4.517600437921722,1.5933106380189084,Iris-versicolor
+102,7.595418882485453,3.0,6.572812078684386,2.0967432044402345,Iris-virginica
+103,5.984376579505373,3.403293522562881,4.494565184388203,1.5899476634760845,Iris-versicolor
+104,7.9,3.8130762001052854,6.36429212598707,1.9961616542033362,Iris-virginica
+105,4.806463888395074,3.0,1.4000115073212747,0.30878059148523435,Iris-setosa
+106,7.054602012243737,3.0279072683092982,5.786047619824696,2.1864021220714234,Iris-virginica
+107,5.222383534160858,2.6779362153550337,3.9160850541207073,1.3950950908006012,Iris-versicolor
+108,7.351855584211902,2.8929688553668327,6.342191741194856,1.8219015242821173,Iris-virginica
+109,5.997874936409038,2.922076436369457,4.416722988368758,1.5081456337580124,Iris-versicolor
+110,6.489893607750232,3.0,5.877767240099548,2.225632864450314,Iris-virginica
+111,6.8666918218789155,3.0,5.383540349359301,2.1962675905281843,Iris-virginica
+112,5.638166011908618,2.9470348749138475,3.774719330843516,1.309340871643873,Iris-versicolor
+113,5.722256507331957,2.773336503866831,3.9629916027656584,1.069283795705271,Iris-versicolor
+114,5.777502655515951,2.8468924345998974,4.5365363726979,1.3014881449351112,Iris-versicolor
+115,5.109563487014338,3.499374503183596,1.4001955415318914,0.2994777753502422,Iris-setosa
+116,5.4381608682878255,3.401794595927292,1.8840511665415294,0.20095238126657236,Iris-setosa
+117,7.695486351476979,2.5995715556835766,6.9,2.293612293667845,Iris-virginica
+118,5.988581044680316,2.7039053548094616,5.091102957434806,1.6028310194602216,Iris-versicolor
+119,6.528029222549875,3.0,5.500807799058346,1.8048471786561897,Iris-virginica
diff --git a/iris/tab_ddpm/7_3/13/test.csv b/iris/tab_ddpm/7_3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/13/train.csv b/iris/tab_ddpm/7_3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/13/val.csv b/iris/tab_ddpm/7_3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/14/synth.csv b/iris/tab_ddpm/7_3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d253f0a6dedba383ee2576e1c4cb628f3d0d38cd
--- /dev/null
+++ b/iris/tab_ddpm/7_3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.511925140315793,2.4176397241644394,3.737228292988106,0.9966195197099796,Iris-versicolor
+1,6.395893490436515,2.9029808315679495,4.3082259136252885,1.2969681232569574,Iris-versicolor
+2,5.860672539932052,2.7767606498225677,4.586548296305434,1.2462592217480908,Iris-versicolor
+3,4.990194760167806,2.0,3.299404686465609,0.9571951790098985,Iris-versicolor
+4,5.577828380487229,2.8796660800467206,3.482011274419843,1.3022950885087736,Iris-versicolor
+5,4.603916596204444,3.6112516890328976,1.0,0.19967193951798837,Iris-setosa
+6,6.499867555015216,3.0,5.4862031500801125,1.7996250436714065,Iris-virginica
+7,6.128441742237246,2.6027180179711213,5.595679289190995,1.4132361773719266,Iris-virginica
+8,4.870235173142004,3.0,1.3992206652253347,0.19983935428992028,Iris-setosa
+9,5.191102982540848,3.4108562125345148,1.3915183233164932,0.20180539052802063,Iris-setosa
+10,5.696167104915058,2.774694033627682,4.505692947672912,1.2947244865656136,Iris-versicolor
+11,6.79212327256353,3.0,5.519546002423997,2.053385162452881,Iris-virginica
+12,5.6804088520926,2.9104498159333425,4.136228168071023,1.278275635143488,Iris-versicolor
+13,4.900086642760358,3.1103721438513596,1.4996860286738571,0.10000010033560326,Iris-setosa
+14,5.009155135412398,2.000000664196717,3.553902560216402,0.9278500398014353,Iris-versicolor
+15,4.4,2.8933074444796634,1.400522610441187,0.18921767002462964,Iris-setosa
+16,7.3198907873578065,2.9059589550459863,6.293504122799394,1.7880262479217783,Iris-virginica
+17,5.597859455619186,3.0,4.059367906832969,1.293539840920872,Iris-versicolor
+18,6.885029144935298,3.1131611601028277,5.074169503065886,2.2821917748943807,Iris-virginica
+19,7.120874337372195,3.0,6.0236829678984725,2.0973472484657827,Iris-virginica
+20,6.702726711438756,3.30173315187492,5.701254559514661,2.097008938351544,Iris-virginica
+21,4.895316934349767,2.386718317240655,3.1550865232286656,0.9902007692021733,Iris-versicolor
+22,6.049268209942321,2.7826098141255375,4.676752830766093,1.2038279611734894,Iris-versicolor
+23,6.741683930250664,3.112224270736083,4.727142151833539,1.5033979262807482,Iris-versicolor
+24,5.380686251281936,3.4108949851658426,1.5236727490187056,0.41092296466974926,Iris-setosa
+25,6.285364430662971,2.310005469091815,4.4143340795881265,1.2952181045911042,Iris-versicolor
+26,6.702718357036067,3.294995872350245,5.686827858794276,2.1013865145937793,Iris-virginica
+27,5.982374903037888,2.7149683301331353,5.0997492905024036,1.5921796477149,Iris-versicolor
+28,6.800188449589249,3.1942240072631964,5.9016889525379055,2.2876808055479256,Iris-virginica
+29,6.10744719362901,2.8101943100812328,4.724463882458392,1.1975905060610224,Iris-versicolor
+30,5.977837643655752,2.844828897895266,4.64798469838682,1.513170726007249,Iris-versicolor
+31,6.678487689276604,2.5029040480829843,5.7817594859520725,1.802808935590646,Iris-virginica
+32,6.291971096852033,2.4979943022425446,5.011087827603452,1.8809543087642047,Iris-virginica
+33,6.375421033753321,2.930450361495337,5.526465642247862,1.7995293889122108,Iris-virginica
+34,4.808205108022081,3.0,1.389835492105487,0.29215911806210304,Iris-setosa
+35,6.307799405163803,2.2878542053595217,4.399235610516235,1.3029279194015375,Iris-versicolor
+36,6.307996484168701,3.299652617723823,4.686399055168297,1.5961625024749693,Iris-versicolor
+37,6.800466240294395,2.8032872088384764,4.8000771690900095,1.4180609457179731,Iris-versicolor
+38,6.841144980284424,3.204902876045072,5.771672362665693,2.299442886522651,Iris-virginica
+39,6.81003905910367,3.1032684022355648,5.115907555114945,2.320143710466143,Iris-virginica
+40,4.851109513493343,3.0,1.4034234390274192,0.2995846131674768,Iris-setosa
+41,6.482742699197227,3.0,5.544169705261899,1.7900968173407599,Iris-virginica
+42,5.127300236528743,3.7568391897775153,1.7752858840760535,0.2000329685549697,Iris-setosa
+43,6.656183189553559,2.4900406543765907,5.787716381584375,1.7933813310819666,Iris-virginica
+44,5.676595537360022,3.795899454748575,1.7029246970029313,0.30245611519560667,Iris-setosa
+45,5.505494409955666,2.578939137356226,4.367574856613568,1.163212277331714,Iris-versicolor
+46,5.522127968421842,2.6001215881537636,4.405888034192183,1.195395816197637,Iris-versicolor
+47,7.115017293147891,3.0,5.880027486471253,2.085345518661682,Iris-virginica
+48,6.876209347153926,3.0984627293649782,5.140216621734022,2.2898903878832217,Iris-virginica
+49,4.996485428195611,2.0000005984646565,3.470689384982039,1.0232450239738018,Iris-versicolor
+50,5.006581323575782,3.5728982967059153,1.3932859355055105,0.1993997366062107,Iris-setosa
+51,4.632283317806704,3.4383030428043724,1.4042367894377552,0.2961459864524092,Iris-setosa
+52,4.959837577432843,2.432129541140655,3.4425497080111525,1.012236856437217,Iris-versicolor
+53,5.9462612422851695,2.749348850930567,4.203889891639704,1.0502202923653192,Iris-versicolor
+54,5.0009915359779304,3.6446274539430714,1.4017216040506464,0.19801905455225083,Iris-setosa
+55,5.0843501208516155,3.8009586433945177,1.7391639731656894,0.20048220526658975,Iris-setosa
+56,5.814138981399284,2.7317511555261436,4.259313204807931,1.038121929993435,Iris-versicolor
+57,7.7012352738417444,2.798111281172596,6.707464890898027,2.016710997690095,Iris-virginica
+58,5.162134426688895,3.40277716731389,1.4010795568999663,0.19911225483728812,Iris-setosa
+59,5.352990097332804,3.4032737618079825,1.5852947216155224,0.3830914930517857,Iris-setosa
+60,7.232354755749007,2.8845817670961797,6.253305041670483,1.7734693578343919,Iris-virginica
+61,5.926221091535188,3.0,5.107317720619908,1.8116514968432567,Iris-virginica
+62,6.62720503096527,3.0,4.493616733166831,1.428536646151792,Iris-versicolor
+63,5.577977457273431,3.0,4.4467518204827545,1.4952683401366467,Iris-versicolor
+64,6.027267907120717,3.3998840355967634,4.492499909291157,1.6176124873954056,Iris-versicolor
+65,5.606589517735708,2.555302632458933,4.209861462821544,1.1202261616481317,Iris-versicolor
+66,6.707421887292101,2.550638894506087,5.79554539380311,1.7918816642363018,Iris-virginica
+67,6.812571255857341,3.202513994413621,5.726084251659235,2.2437832311793517,Iris-virginica
+68,5.559348676098974,2.4854368042104125,3.8396662108328132,1.0980823463437137,Iris-versicolor
+69,5.724092204858817,2.794424914548096,4.480421630460826,1.303812606050946,Iris-versicolor
+70,7.696441291572758,2.59624798409978,6.899998843442836,2.2969449969866367,Iris-virginica
+71,5.5272415690264145,2.4143178130531506,3.75387247607218,1.038500162193755,Iris-versicolor
+72,4.987689414383072,2.0,3.465262741547434,1.0289295864123797,Iris-versicolor
+73,6.019773010971723,2.960135682018675,4.615998676482837,1.3612538574823807,Iris-versicolor
+74,7.729493240037893,2.5912750062703305,6.899998901560083,2.3198245456947846,Iris-virginica
+75,4.952091243920821,2.4264814995784247,2.9878572900793747,1.040517242631559,Iris-versicolor
+76,4.486971575992268,2.2555721156968045,1.3255256253601944,0.28717914648260157,Iris-setosa
+77,5.010365370505213,3.5731857936424176,1.3984553429651359,0.20185743912954757,Iris-setosa
+78,4.4,2.903038214591534,1.4005036077948532,0.19623584119060045,Iris-setosa
+79,6.824005844527632,3.1924549416758,5.775083448493074,2.294698556920409,Iris-virginica
+80,5.104955125957522,3.8128218857549507,1.6151098784489821,0.20576355035680227,Iris-setosa
+81,4.587887431042387,3.603600226802019,1.0,0.20512152644944642,Iris-setosa
+82,5.612908158296478,2.889538847180557,3.6695620126436626,1.3008285979195409,Iris-versicolor
+83,5.9479312397297655,3.0,5.108237729456601,1.7984924179571848,Iris-virginica
+84,5.122112640457104,3.790756135488254,1.721935383951427,0.20464666103907114,Iris-setosa
+85,5.935925701154616,3.109133386732367,4.328319301432901,1.5292929733497953,Iris-versicolor
+86,6.051479957759642,2.6396020511574823,4.991363296949376,1.547644898822708,Iris-versicolor
+87,4.851418725760074,3.0,1.4007757184140557,0.1,Iris-setosa
+88,4.4,2.893715422879291,1.4052226811848036,0.20440386723149684,Iris-setosa
+89,5.9020225581895485,3.0,4.1949625844518454,1.51290129559262,Iris-versicolor
+90,6.013345821676971,2.195888759149827,4.920093246194586,1.5046661875035479,Iris-virginica
+91,6.24478735845904,3.4047713290399333,5.597374223905408,2.39572093178681,Iris-virginica
+92,5.529366865518306,2.5642861223396456,4.234916100390933,1.179431785210254,Iris-versicolor
+93,4.590301511681896,3.6093656219034433,1.0,0.19521982896834672,Iris-setosa
+94,6.0039980123962895,3.0,4.434910679239755,1.4723522195519037,Iris-versicolor
+95,5.029627021664232,3.41244950102504,1.9020636404289784,0.39260155426895754,Iris-setosa
+96,6.230664160531095,2.180509743802655,4.528134011755987,1.4951956013821144,Iris-versicolor
+97,5.925892417638255,3.0,5.10520115078171,1.8068181025126502,Iris-virginica
+98,6.011488059685171,2.788860903808268,4.711928391084235,1.2252284642397082,Iris-versicolor
+99,7.310876427725005,2.8925114735729256,6.297028416035121,1.785495395552084,Iris-virginica
+100,4.906045667780269,3.1170381259073183,1.6030937924455777,0.1,Iris-setosa
+101,5.125698621779219,3.705858405948512,1.6111355166720902,0.38876155748133584,Iris-setosa
+102,5.188794068360135,3.385740031749942,1.4015921138459688,0.1956465678301606,Iris-setosa
+103,5.748802645450271,3.0,4.396534588350644,1.4861217455696922,Iris-versicolor
+104,6.500691260901963,3.193623309118619,5.10256795993308,2.00155454413967,Iris-virginica
+105,6.786806802580367,3.0,5.492714919129176,2.1067289822193476,Iris-virginica
+106,4.400000479770369,2.886890682641071,1.366022709098911,0.19954306561783813,Iris-setosa
+107,4.997416390434746,3.6128129998107377,1.399502631521266,0.1988942448559644,Iris-setosa
+108,5.2249750638298025,2.6827790524228274,3.903816896781963,1.3943118706905793,Iris-versicolor
+109,5.999340158989368,3.379724775099395,4.504483676079316,1.5989191921630668,Iris-versicolor
+110,5.761773589510229,2.8546992227810737,4.0236777810977955,1.2105904328603165,Iris-versicolor
+111,7.326192398077241,2.891650953727462,6.413417464899161,1.8392141036502248,Iris-virginica
+112,6.8586217160780185,3.0,5.553763171982979,2.095962762196987,Iris-virginica
+113,4.768307976028261,3.40667478896913,1.489587016341855,0.21433014278397142,Iris-setosa
+114,5.005076992214171,3.5973472921337484,1.395771199851333,0.20351141582636653,Iris-setosa
+115,5.031522077857424,2.527888324272119,3.447773145686867,1.2300727577760464,Iris-versicolor
+116,4.66242971461091,3.402943533538129,1.4144697935245696,0.29944709877018677,Iris-setosa
+117,4.975845247636078,3.5928312292499798,1.3818027603788563,0.20218331772233405,Iris-setosa
+118,7.708717196425497,2.5908145286752706,6.8999987460183,2.3111562155175536,Iris-virginica
+119,6.807697153555561,3.0560344173234313,5.150390458413376,2.2881198330402386,Iris-virginica
diff --git a/iris/tab_ddpm/7_3/14/test.csv b/iris/tab_ddpm/7_3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/14/train.csv b/iris/tab_ddpm/7_3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/14/val.csv b/iris/tab_ddpm/7_3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/15/synth.csv b/iris/tab_ddpm/7_3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fcc710d257415d6d28aaee2577b6449452a9d95
--- /dev/null
+++ b/iris/tab_ddpm/7_3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.675713494046935,2.768671993132887,4.4958746117401756,1.2867342618613606,Iris-versicolor
+1,5.745295102897967,2.831171980922222,4.188398418355379,1.246347454334808,Iris-versicolor
+2,5.74606369452456,2.85104358496515,4.447849436788841,1.308946936650706,Iris-versicolor
+3,5.007232542716817,2.0,3.5721283805096076,0.9258187052082685,Iris-versicolor
+4,4.799657460763413,3.0,1.3831252667028735,0.1,Iris-setosa
+5,5.5507955419040975,2.661248961936176,4.452903342084662,1.255890290876777,Iris-versicolor
+6,5.934859950243202,2.957058918137752,4.465425488043465,1.501375280534503,Iris-versicolor
+7,6.165360628839975,2.1987220343271705,4.4887540877198315,1.5028920422408265,Iris-versicolor
+8,7.700210773973048,2.602031725277029,6.8999989823787065,2.288215492166502,Iris-virginica
+9,7.697603161515397,2.597970156418437,6.9,2.3022165922620283,Iris-virginica
+10,5.648538404078974,3.0,4.509792907317903,1.5089975225281278,Iris-versicolor
+11,7.682857220922686,2.5980934658646997,6.899998702060911,2.2905480224859045,Iris-virginica
+12,4.890113331614477,3.09904897026597,1.4941070628333672,0.1,Iris-setosa
+13,6.805671661247548,3.1993023735677113,5.835399296325204,2.2773882191209673,Iris-virginica
+14,7.9,3.7959585491613055,6.459371562933308,1.9999845416971742,Iris-virginica
+15,5.004225069180999,3.6166287251377636,1.3807653138505427,0.20144759980127086,Iris-setosa
+16,4.992381775273137,2.0,3.463804128626138,0.9101568266193658,Iris-versicolor
+17,5.619196673574774,2.87532975851172,3.557668986258594,1.300379407971834,Iris-versicolor
+18,6.152433029991289,2.601117908972757,5.604888861016944,1.4080700040201508,Iris-virginica
+19,4.818612399230881,3.0,1.4018063238970009,0.1000000901368732,Iris-setosa
+20,5.621579192167966,3.789895625096329,1.8484967306818263,0.37735793297093845,Iris-setosa
+21,5.989047893862076,2.7009729284698993,5.0897470056573235,1.5924014044740316,Iris-versicolor
+22,6.317242833688126,2.3107597906219746,4.3758829676249,1.3020625266788726,Iris-versicolor
+23,6.706672239018183,3.0912882339878682,4.70754672719895,1.5058001645933878,Iris-versicolor
+24,5.8285281692197906,2.6552960484925765,5.120402705495556,1.877061297222048,Iris-virginica
+25,5.534207179960175,2.417268882710636,3.694382437586673,1.0535501470097597,Iris-versicolor
+26,4.77991650564114,3.400120259026057,1.608879180102078,0.19540987035330804,Iris-setosa
+27,5.620057688110158,3.0,4.525893019906572,1.493780808294341,Iris-versicolor
+28,6.895207488855232,3.0967296951623324,5.573571358056536,2.264578423815353,Iris-virginica
+29,5.559369895208286,3.0,4.444528315665648,1.5071319764382618,Iris-versicolor
+30,6.795596685494897,2.8084536477052016,4.79700484503864,1.3961399416408298,Iris-versicolor
+31,4.50502150539516,2.3053786822201934,1.3143906678359636,0.3316383037391061,Iris-setosa
+32,5.1045484090859725,3.812397743825422,1.4962708564239457,0.20082759831736813,Iris-setosa
+33,4.895349124741932,3.1006386689371994,1.4924055571860242,0.1000001353055971,Iris-setosa
+34,6.704295785304921,2.4845294465550816,5.795943331708861,1.8164081780706258,Iris-virginica
+35,4.59619295083499,3.604268966080869,1.0000004661518782,0.1968414340101727,Iris-setosa
+36,5.098460923636664,3.501503596894434,1.3874263196200431,0.19880294212125377,Iris-setosa
+37,7.269452609284438,3.0,6.205567973858772,2.074506748270997,Iris-virginica
+38,5.180346537979042,2.688671290425006,3.929301731858938,1.4147247055476921,Iris-versicolor
+39,7.264890297803205,2.90087999740352,6.241186675408665,1.7977967744032735,Iris-virginica
+40,4.901824462256025,3.0,1.390786445556114,0.2018162051544256,Iris-setosa
+41,4.8894172401152485,2.389820962138638,3.5253869813668515,1.0127357472225658,Iris-versicolor
+42,6.091922009012886,3.123017215701659,4.616436739893016,1.4862186563965964,Iris-versicolor
+43,7.712039752820211,2.6139097512474425,6.899998960115378,2.306915818619556,Iris-virginica
+44,6.705397712581249,2.5105274481504645,5.87280740941808,1.8108803720452014,Iris-virginica
+45,6.865944906846423,3.176933544336378,5.665246171979781,2.300818435498549,Iris-virginica
+46,6.366358101558167,2.8728744166738562,4.287861132828155,1.284783350346439,Iris-versicolor
+47,6.2972913657639555,3.4009590570035,5.6138843741692295,2.4030669344455284,Iris-virginica
+48,6.095471858366152,3.0,4.527379476741674,1.429005712283794,Iris-versicolor
+49,4.988089177137558,2.0,3.5090688954575744,0.9272139315233936,Iris-versicolor
+50,7.690480091915871,2.6148755433055717,6.9,2.2979461408604225,Iris-virginica
+51,4.9350376541430485,2.4209527520353973,3.4339242090510678,1.05396929426039,Iris-versicolor
+52,5.2215755016299115,3.4057603534949497,1.3966297707449613,0.20026734720891753,Iris-setosa
+53,7.706379590100835,2.6017741174172064,6.9,2.3011475018391696,Iris-virginica
+54,5.378903250325956,3.9,1.2783842595650055,0.3939994811640818,Iris-setosa
+55,4.6376685403295905,3.405080567828425,1.4014774908577639,0.29920909814709623,Iris-setosa
+56,6.445961113540235,3.0,4.523183598681346,1.4173803786310202,Iris-versicolor
+57,5.398520743108474,3.427681106804975,1.7116899080463883,0.19942957388322863,Iris-setosa
+58,6.161845597829868,2.2193050228445763,4.522835415929383,1.496271714949075,Iris-versicolor
+59,6.8744336195256555,3.1428364314601858,5.483051006898587,2.302677244609601,Iris-virginica
+60,6.182010136664547,2.206340709552287,4.496911082755107,1.499737533037266,Iris-versicolor
+61,4.902066199192702,3.0998341159083664,1.5432735150319916,0.10000010076842783,Iris-setosa
+62,6.426194123235078,3.0,5.515177163622916,1.7982859343530424,Iris-virginica
+63,6.830277600979634,3.182571628512673,5.769048859906639,2.297764220003569,Iris-virginica
+64,6.063635361353611,2.550874857957183,5.479458804135205,1.5317323571347223,Iris-virginica
+65,5.838018424234277,2.7709846419220883,5.085199796310173,1.8695286599440841,Iris-virginica
+66,7.634759305085954,3.0,6.625448620286886,2.0905168877455256,Iris-virginica
+67,6.053751325703509,3.0,5.092309855692751,1.8404642555496975,Iris-virginica
+68,5.428067221750484,3.3890579127084695,1.7900343470864613,0.19738635090525375,Iris-setosa
+69,5.897986239726223,3.0,4.2172771672657525,1.4982774168829744,Iris-versicolor
+70,6.070920770477798,3.0,4.542503931857881,1.392910949312363,Iris-versicolor
+71,6.024288035183265,2.6914067171463376,5.15731923344088,1.599978163839493,Iris-versicolor
+72,6.833503623885447,3.2058375655344467,5.784125531308923,2.284873384692349,Iris-virginica
+73,6.168152148965215,2.194813188521563,4.481469320444981,1.4971400841942604,Iris-versicolor
+74,7.7022409611224285,2.6063147278038334,6.899998480641267,2.3036469220281113,Iris-virginica
+75,6.718169409574685,3.3097674751110517,5.691199734155196,2.4999996329183745,Iris-virginica
+76,4.4,3.2290650021728244,1.2955885509429517,0.2074624752416274,Iris-setosa
+77,5.883548075947556,3.0,4.262514435920028,1.4997992325178364,Iris-versicolor
+78,7.534248062619094,2.8255268683078905,6.563050520689229,1.9516911025935102,Iris-virginica
+79,6.683041483774849,3.065111757002281,4.614881686851347,1.491490517168684,Iris-versicolor
+80,6.623416299289475,3.0,4.437374873615819,1.4146913432743167,Iris-versicolor
+81,6.703618619521741,2.485555062476673,5.811901030061514,1.80049141052092,Iris-virginica
+82,6.789815069235769,3.0,5.45073621743761,2.1101548284178073,Iris-virginica
+83,6.2086913845495015,2.1842635791589897,4.46558040665977,1.5007283559195368,Iris-versicolor
+84,5.595493998746064,3.0,4.504301281132469,1.4885997436563725,Iris-versicolor
+85,6.3334568873787065,3.3890173485006665,5.608422472920143,2.3849807479611655,Iris-virginica
+86,6.705777395419973,3.292891967412645,5.698098780713477,2.1094567582503916,Iris-virginica
+87,5.373105766979068,3.89999954212031,1.2732594316085106,0.38070226980632077,Iris-setosa
+88,7.332489319939552,2.903187631153475,6.322859576178927,1.805045577086036,Iris-virginica
+89,6.007336583660677,2.6924686198599144,5.120559167937634,1.5986626864901892,Iris-versicolor
+90,6.696667281637282,3.100619288567053,4.681073344395059,1.498700049478743,Iris-versicolor
+91,6.5109747418735555,3.0,5.798151754643366,2.1780957133394647,Iris-virginica
+92,5.730601347608527,3.8011881705798145,1.6773925366894786,0.3110792693613261,Iris-setosa
+93,6.485612668457508,3.1198180555534547,5.18377446901023,1.9636781950914477,Iris-virginica
+94,4.603222347616862,3.626993456215226,1.0000005219680175,0.2019176663729114,Iris-setosa
+95,5.4069054929099645,3.899999638222369,1.3134953917865357,0.3531648686149607,Iris-setosa
+96,5.032641768866047,3.549517462933264,1.3943574407807569,0.20533948659054982,Iris-setosa
+97,6.195703484736899,2.2445613895318886,4.508479815809361,1.4890594096031637,Iris-versicolor
+98,5.40795821281144,3.9,1.2963201465870333,0.4286091967384225,Iris-setosa
+99,4.613172127956915,3.373399244953069,1.4070714532144661,0.3079083223272675,Iris-setosa
+100,6.825326175714761,3.0,5.521077501998034,2.0887362472551567,Iris-virginica
+101,5.690223831536379,2.865151373212078,3.9160607085791277,1.272653154929656,Iris-versicolor
+102,6.254056909865766,2.2244224051746344,4.559579479466323,1.4920128115880007,Iris-versicolor
+103,5.633932197744956,2.9972913134235952,4.445765273326187,1.4684536432576254,Iris-versicolor
+104,5.4104806186537004,3.899999607575027,1.2965279051167333,0.3474385667196603,Iris-setosa
+105,6.006525902823824,2.7021472438707175,5.144307581281465,1.6137981382724864,Iris-versicolor
+106,6.800545217678981,3.184660321347886,5.799024920738754,2.30088993496163,Iris-virginica
+107,4.5855262957903005,3.6340113760369537,1.0,0.203598296213965,Iris-setosa
+108,6.287656398952433,2.3186969618561077,4.406199321910279,1.3072474406354566,Iris-versicolor
+109,6.8316037388603235,3.193724583085636,5.7476647225136395,2.299446233576485,Iris-virginica
+110,6.358250346529961,2.8454768618137325,4.272785774470906,1.25367552319452,Iris-versicolor
+111,6.296131702746424,3.4019920384964073,5.591761186475767,2.39593920361847,Iris-virginica
+112,6.2797495893012725,2.4509797786306398,4.87193519798083,1.51040055376202,Iris-versicolor
+113,6.1330373913651846,3.3700221823203207,4.600955196482879,1.6093247583760468,Iris-versicolor
+114,5.530715613769084,2.55279418842185,4.340490645059322,1.1145600099353719,Iris-versicolor
+115,5.468421083840374,2.3627299867073166,3.6277468426948136,0.9183317364104662,Iris-versicolor
+116,6.852234747860903,3.0,5.381466575430419,2.202074301752063,Iris-virginica
+117,6.0978924396124,2.591644560663915,5.614271229188543,1.397818458059764,Iris-virginica
+118,5.05513386300814,3.4076475593790394,1.619068293077502,0.4666302953163499,Iris-setosa
+119,4.501611177634184,2.3199481341533086,1.3168290062290768,0.3045949406758129,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/15/test.csv b/iris/tab_ddpm/7_3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/15/train.csv b/iris/tab_ddpm/7_3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/15/val.csv b/iris/tab_ddpm/7_3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/16/synth.csv b/iris/tab_ddpm/7_3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef58e734ce0f6c520379ddfc1d0dd7eb666fcbeb
--- /dev/null
+++ b/iris/tab_ddpm/7_3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.890294341243469,3.0,1.3864374595141418,0.19447045147931324,Iris-setosa
+1,5.611316885442531,3.0,4.482737641017941,1.5101291935440773,Iris-versicolor
+2,6.839724161105787,3.208599745670034,5.777564127234292,2.3020757712293287,Iris-virginica
+3,5.938061063526742,3.0,4.22139465326997,1.4871564506099508,Iris-versicolor
+4,6.673764601079919,3.2518138168212842,5.700248393981826,2.4999995096803764,Iris-virginica
+5,6.083265369093476,2.601841407676379,5.606656262128226,1.405208690006796,Iris-virginica
+6,6.6783214267385205,3.1025877098530588,4.717351524911117,1.4984320131979432,Iris-versicolor
+7,6.147204965072887,2.261213886260337,4.357451779654604,1.285827331062321,Iris-versicolor
+8,4.60326270109668,3.406820408904031,1.3985760888271357,0.3866328687849115,Iris-setosa
+9,5.406390802436688,3.394985332762643,1.4993476273808954,0.204143122791608,Iris-setosa
+10,4.939027976059594,2.424075966797749,3.051044074742775,1.0010616094120657,Iris-versicolor
+11,5.810631490991271,2.6999255448634014,5.10777159730637,1.8871761359096877,Iris-virginica
+12,5.818629988166123,2.7359084601847026,5.040773403425577,1.9031058301724595,Iris-virginica
+13,5.616312718326222,3.0,4.472137146507629,1.4896066958568892,Iris-versicolor
+14,4.921086629607194,2.4009585333212358,3.254661300061384,0.9654509542356005,Iris-versicolor
+15,4.840608325426907,3.399917182493938,1.5760331462405421,0.199309748772581,Iris-setosa
+16,5.622126873728828,2.901107978845031,3.6132346356940284,1.281851702393967,Iris-versicolor
+17,6.44286684292186,3.0,5.537123917893425,1.7724290035763537,Iris-virginica
+18,5.774059715786691,2.733488123556214,4.1477182021009185,1.0715053299505628,Iris-versicolor
+19,4.4,3.0578271612821015,1.3162814958926592,0.1948219938976436,Iris-setosa
+20,6.201095275914735,2.203127303405493,4.458954464638239,1.4994838233101397,Iris-versicolor
+21,4.935205871999089,2.423614955106368,3.392564008204021,1.0110474411497357,Iris-versicolor
+22,5.174487062414812,3.397156351543763,1.4990901395848857,0.4235398550046808,Iris-setosa
+23,6.297855639392742,2.9020316984704455,5.6072206963935125,1.7944552219550771,Iris-virginica
+24,5.3183240957125015,3.717347687656663,1.4979941122854359,0.2025788314423818,Iris-setosa
+25,6.020867404287683,2.731630007533779,4.877620228381375,1.561303747863823,Iris-versicolor
+26,5.002483612516475,3.621542456286718,1.403841350501714,0.19886261747551476,Iris-setosa
+27,6.43185205079133,2.9158586376656417,4.2949401802157015,1.30329801927566,Iris-versicolor
+28,5.458893900475992,3.8999995730399464,1.291706117135072,0.29706091295544423,Iris-setosa
+29,7.899998918709731,3.7873051545910226,6.420165819945408,2.0103766954507574,Iris-virginica
+30,5.980172399346921,3.0,5.117095737187978,1.8391980178075584,Iris-virginica
+31,5.093010599310701,3.7914315065822053,1.6665154642133984,0.20901699557267078,Iris-setosa
+32,4.4,2.916437999392265,1.3846258855222433,0.20108101832593228,Iris-setosa
+33,6.7907895619424785,3.1954730903006343,5.821998938599213,2.2826104933930815,Iris-virginica
+34,6.446063946761023,3.0,5.432140298556153,1.7889549638171198,Iris-virginica
+35,5.490376067642061,2.6001845280165434,4.386636640894223,1.189725414612624,Iris-versicolor
+36,6.272444064203135,2.906754732634068,5.563521292065534,1.7441094264382486,Iris-virginica
+37,4.58804562592554,3.601317721178109,1.0,0.1991051629163556,Iris-setosa
+38,4.775336487935454,3.0,1.3764088086002761,0.10000009075423613,Iris-setosa
+39,5.12345777920817,2.455890398011173,3.352387073640285,1.125517180352476,Iris-versicolor
+40,5.1422847581527815,2.5024139441487807,3.231095791310774,1.1251541387910695,Iris-versicolor
+41,5.6234665859038335,2.897487053474625,3.719365364327908,1.3039506658712523,Iris-versicolor
+42,6.50411482341918,3.0,5.785702751103412,2.1968180182594006,Iris-virginica
+43,6.311088441021227,3.387890009523777,5.59849662229077,2.3958524365002765,Iris-virginica
+44,7.9,3.7766658603169785,6.427245675510541,2.0292700518209648,Iris-virginica
+45,6.09616126259314,3.0,4.595452488383446,1.4153490453233732,Iris-versicolor
+46,7.899998817335445,3.799684055030066,6.4753328858168775,1.9922240275134886,Iris-virginica
+47,4.635151812562917,3.40674946670295,1.4089132033506953,0.30837212410609754,Iris-setosa
+48,5.538800360676423,2.4356267203139947,3.794681415105826,1.0500879324581809,Iris-versicolor
+49,5.410769876583248,3.3866922079173762,1.5331489286115385,0.4187629880566046,Iris-setosa
+50,7.66277570819717,2.819393349003407,6.684782766232944,1.9741630255830502,Iris-virginica
+51,5.925775132484206,2.647268970718239,5.057776406102934,1.877710228521755,Iris-virginica
+52,4.8129634928190494,3.3979240463803153,1.4982824383960176,0.1985675523002866,Iris-setosa
+53,7.239376693803799,2.9236277604493264,6.24070012436977,1.8175562192550356,Iris-virginica
+54,5.581228645866856,2.5116370975653046,3.895814358835584,1.088706998968253,Iris-versicolor
+55,6.591830731893272,3.1482297756084727,4.750143120675647,1.5259713562151056,Iris-versicolor
+56,6.083330052661421,2.797987458928765,4.6699450602619645,1.2297617328317632,Iris-versicolor
+57,5.981373300392519,3.409775075755799,4.52725313122567,1.5779041166683008,Iris-versicolor
+58,7.6175132490487725,3.0,6.601271400691283,2.0955813994068384,Iris-virginica
+59,5.874894989604881,3.0,5.128423165732012,1.8048450856359393,Iris-virginica
+60,6.802613793984707,3.0,5.531424856277162,2.084223164349438,Iris-virginica
+61,5.4726511226690935,2.4142596688733566,3.6990558083228664,1.0053404542705555,Iris-versicolor
+62,6.497813608178259,3.0090725304960957,5.31140326241045,1.8605433639677265,Iris-virginica
+63,6.274839389831345,2.9025488598003317,5.5938733202555815,1.7807197642216308,Iris-virginica
+64,6.494453254239664,3.177587341773856,5.07957043356249,2.0196761002339514,Iris-virginica
+65,6.280404378919334,2.2907181262673744,4.419587725549987,1.277393011872144,Iris-versicolor
+66,5.102179215281845,3.4958388980252892,1.3983390994546898,0.19912322429272222,Iris-setosa
+67,6.265228154824773,3.3015578413764506,4.677669060783229,1.5630123632249926,Iris-versicolor
+68,6.514293211828071,3.140811856020854,5.127088574307069,1.9361714030011323,Iris-virginica
+69,7.254803063320333,2.8954497977243645,6.282046188961824,1.776338720988753,Iris-virginica
+70,4.821167221797718,3.400944040265603,1.4957082560601112,0.20743991546046311,Iris-setosa
+71,6.194295453736925,3.415113968576589,5.61948209953055,2.4010116495175176,Iris-virginica
+72,5.106441810274502,3.7943812202856235,1.7705566453615933,0.19939694640374653,Iris-setosa
+73,5.523692515725401,2.4712571279044795,3.739018958551687,1.0673748681249804,Iris-versicolor
+74,5.577276614309112,2.479523500885392,3.9164293585888754,1.108503469348191,Iris-versicolor
+75,5.3136670256494645,3.6879690100908227,1.5366231421931047,0.20201466693809622,Iris-setosa
+76,6.939281835844958,3.1790672692641984,5.889160959530407,2.2907180085401655,Iris-virginica
+77,5.344692813931477,3.688803135737504,1.5219395726229399,0.20408474422624298,Iris-setosa
+78,6.926851499432056,3.104633022093096,5.732363033218711,2.232942446684675,Iris-virginica
+79,5.907023174559056,3.0,5.038237645256325,1.7530922998119554,Iris-virginica
+80,4.9143338107287,2.4179267644398736,3.2434442506858057,1.00849121800336,Iris-versicolor
+81,6.770833405717515,2.817382157109605,4.769430096928967,1.4149567468526956,Iris-versicolor
+82,7.9,3.814590851044608,6.344792872958839,2.000246341154501,Iris-virginica
+83,5.171076136305339,3.370504787868717,1.4007223028597329,0.20057204140584906,Iris-setosa
+84,5.240894078555073,3.715969998511765,1.4911585633229583,0.40055288329268246,Iris-setosa
+85,6.0731466109795695,2.7951037974921986,4.680369848771611,1.1872043214410004,Iris-versicolor
+86,5.752385674923217,2.8450409774310392,4.5031474196563,1.3007292053054256,Iris-versicolor
+87,5.421690013492012,3.403694459451682,1.6351911299736122,0.4154953867628453,Iris-setosa
+88,5.889590923872126,3.0,5.125501530499448,1.8352358194253298,Iris-virginica
+89,4.628670504746413,3.5661186611152234,1.0000003761761722,0.20466342869535384,Iris-setosa
+90,6.643758016999239,3.0,4.468739875861514,1.4225615279593606,Iris-versicolor
+91,4.780984837491578,3.0,1.3856133141951783,0.30352827727767207,Iris-setosa
+92,5.385319291989708,3.9,1.3019207316886499,0.34387014890371226,Iris-setosa
+93,5.650458484751597,2.952016847679466,4.175045359013599,1.2886513826148502,Iris-versicolor
+94,6.82287364205676,3.1934065971440746,5.891705203192131,2.3022227029410587,Iris-virginica
+95,5.983813917493526,3.4107397948725193,4.524110278532201,1.63820614386088,Iris-versicolor
+96,7.26483248034799,2.8753307576805955,6.248924108774096,1.7831654393994483,Iris-virginica
+97,5.7086666992341,2.8039087204840842,4.301740652376091,1.2607141143042793,Iris-versicolor
+98,5.602932507608902,2.470724735591569,3.8686479991835214,1.0002942508694588,Iris-versicolor
+99,4.81701841393778,3.4082145094496763,1.5328026177893421,0.1996226226523768,Iris-setosa
+100,5.824565255711827,2.686371137397261,5.098874425697015,1.891001547166905,Iris-virginica
+101,5.556667444563291,2.5626487741657504,4.283102779103184,1.1434496044422908,Iris-versicolor
+102,6.282784237737502,2.2877235250852532,4.407739680317386,1.2738854773575934,Iris-versicolor
+103,5.389731199386952,3.400644213154166,1.722292682105597,0.19854045144572263,Iris-setosa
+104,4.913708256058429,3.1081994481328885,1.4923417501063674,0.1,Iris-setosa
+105,6.699575582166891,3.1032696703307807,4.667732828551065,1.4930913462806275,Iris-versicolor
+106,6.075990185655388,2.8101377578817437,4.676517130888522,1.153969776492418,Iris-versicolor
+107,5.91510126681004,3.0,4.2077617517764025,1.4850341470741875,Iris-versicolor
+108,6.5891948020442515,3.0,4.383316384958308,1.3911348201373732,Iris-versicolor
+109,6.111158452194628,2.798196545188493,4.710669474430993,1.2131647408569741,Iris-versicolor
+110,6.281000407061375,2.8919785717022055,5.606796041363826,1.8101877303193992,Iris-virginica
+111,5.5791121494027855,2.7238922793713245,4.467343903620664,1.2826830886073703,Iris-versicolor
+112,7.688514422948866,2.6028336942707453,6.9,2.2974605964316757,Iris-virginica
+113,6.254202769006441,3.407390471777869,5.617035269711653,2.4037828872531186,Iris-virginica
+114,4.4,2.874736938051344,1.4023294174841268,0.19425778813743808,Iris-setosa
+115,5.109416763999963,3.683881151054683,1.652195119278813,0.41858028272013864,Iris-setosa
+116,5.2079331778134685,2.6895750897130166,3.931708239853876,1.3969086965611928,Iris-versicolor
+117,6.833289769925406,3.200466411284261,5.8137760726513195,2.2981682030977226,Iris-virginica
+118,5.180408819541095,2.7078952586551104,3.8323014611229733,1.3963832953442792,Iris-versicolor
+119,6.398913564574378,3.0,4.394931577346833,1.3741652622477087,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/16/test.csv b/iris/tab_ddpm/7_3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/16/train.csv b/iris/tab_ddpm/7_3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/16/val.csv b/iris/tab_ddpm/7_3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/17/synth.csv b/iris/tab_ddpm/7_3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10786f55f939a32a60b405a1de4e490ed3614c21
--- /dev/null
+++ b/iris/tab_ddpm/7_3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.046703652913619,2.4924384146358607,3.15978510634797,1.0901422543992683,Iris-versicolor
+1,6.651688057343771,3.0662189771267974,4.680838486126034,1.4666626603043427,Iris-versicolor
+2,5.242511842932631,3.4318162549609927,1.4960340341744924,0.3782433587465735,Iris-setosa
+3,5.308552266092244,3.6772839619416424,1.4945395526660314,0.20404117065978672,Iris-setosa
+4,6.860448589818933,3.203915786783943,5.741746711663392,2.305447936838994,Iris-virginica
+5,4.593879192551891,3.6039207270972318,1.0000005438973425,0.19865379688715673,Iris-setosa
+6,5.377882263402356,2.4579987433588584,3.5158024949460676,1.0471982831482423,Iris-versicolor
+7,6.258361791531984,2.9074646869380127,5.593370106111502,1.8076889873924777,Iris-virginica
+8,5.000742404508576,3.390228957417286,1.59482468348037,0.3849521742654884,Iris-setosa
+9,7.286669947144744,2.8883416489326343,6.277158258068226,1.790975227204982,Iris-virginica
+10,6.113673246694642,2.60309861180993,5.6113381630519115,1.4007481769693797,Iris-virginica
+11,7.092730729695578,3.0,6.021701510828347,2.0626861321036527,Iris-virginica
+12,6.244506354800804,3.0,4.625076144309617,1.4214728943396868,Iris-versicolor
+13,5.928529564386786,3.0,5.085290441865971,1.7773967667420405,Iris-virginica
+14,6.792445336834366,3.0,5.537878220323676,2.091837188042974,Iris-virginica
+15,4.4,2.9074808949812616,1.394999801568509,0.20060939587140192,Iris-setosa
+16,6.247481957181759,2.4973402217747585,5.062016491239049,1.895941413790721,Iris-virginica
+17,6.485616129535921,3.0,5.793595425154063,2.217799413932295,Iris-virginica
+18,5.42182111938284,3.9,1.3078936146008142,0.4613734219733757,Iris-setosa
+19,5.212287087299873,2.703224358261044,3.8682703192316317,1.4005249207742443,Iris-versicolor
+20,6.502516265219416,3.1937535411638085,5.060376289939512,2.001853489592046,Iris-virginica
+21,6.710355700557068,3.3195452010303947,5.7007564532502855,2.5,Iris-virginica
+22,5.092074643030305,3.690395188034218,1.4977977718585405,0.4346348179619779,Iris-setosa
+23,4.592014773451998,3.617224457818694,1.0000003781879585,0.20013069435830652,Iris-setosa
+24,5.3933862879182195,3.899999284748289,1.3037763603986319,0.39512115990678626,Iris-setosa
+25,6.510229476273608,3.0,5.800861085078968,2.187376453220488,Iris-virginica
+26,5.00091730390509,3.5875732119431656,1.4038842541367762,0.20411199160185683,Iris-setosa
+27,5.123624925429872,3.489290867172281,1.4066598592861324,0.1986765020595209,Iris-setosa
+28,5.989808020856417,3.396983120701739,4.477543920523468,1.5485800090089528,Iris-versicolor
+29,5.697213075785541,2.7793055933910034,4.5282610063229765,1.3007031202162755,Iris-versicolor
+30,5.314967618879969,3.477923843373562,1.496860057376012,0.366911693587977,Iris-setosa
+31,5.952516699404219,2.6927164479044037,5.141474950646962,1.5911189851638143,Iris-versicolor
+32,5.116552904726471,3.489707370191235,1.4033194204921926,0.20283385354623557,Iris-setosa
+33,5.692208779930868,2.9551148076339913,3.8749738945353727,1.343900940581995,Iris-versicolor
+34,5.0347944214942215,3.2229926229040444,1.4001233063266598,0.19778946238633777,Iris-setosa
+35,5.62295273473863,3.0,4.529790922247355,1.5067749986376382,Iris-versicolor
+36,5.300176024665986,3.6946579731940306,1.4964142494941772,0.19631370304806625,Iris-setosa
+37,6.698816447663088,3.1044062090673696,4.677141704469292,1.5038559821757802,Iris-versicolor
+38,5.932515171181525,3.0,4.212440080572586,1.4909563239175398,Iris-versicolor
+39,6.008666381252516,2.7203102689537975,5.1014747908651135,1.58665823605882,Iris-versicolor
+40,7.036860458658678,3.0781665188700273,5.797796217945563,2.222198464683113,Iris-virginica
+41,5.0071138694672745,3.383551173547336,1.6200753355870645,0.3751736125966015,Iris-setosa
+42,7.735031713451805,2.5799781579553187,6.9,2.316525525870818,Iris-virginica
+43,5.300763506691926,3.708291344007499,1.4955760185190712,0.20306601850857284,Iris-setosa
+44,5.3983834765532,3.4006751575851366,1.5815608532293168,0.2080314801215185,Iris-setosa
+45,7.607633654914493,3.0,6.623800848506061,2.083802694801766,Iris-virginica
+46,4.4,3.220301623687314,1.2719802206241853,0.19871810715294624,Iris-setosa
+47,6.038864876343408,2.4133469800072183,4.303013144279164,1.2194530741358858,Iris-versicolor
+48,4.897579668070303,3.091313217141887,1.53035100236846,0.1,Iris-setosa
+49,4.598977267054799,3.5893792529792665,1.0000004343117324,0.19964290883744867,Iris-setosa
+50,6.387067963853059,3.2197557781612036,4.658977590025911,1.5485686385179875,Iris-versicolor
+51,5.975047042472804,2.1914240025164604,4.968610702887599,1.5007184523593924,Iris-virginica
+52,4.941653430037683,2.4346679166499867,3.1896692293600974,1.028464338397983,Iris-versicolor
+53,5.802169396215388,2.687306404413376,3.975931225341072,0.8820499543404592,Iris-versicolor
+54,5.698529451538904,3.8040624094564572,1.7728591206148852,0.2971716182985116,Iris-setosa
+55,6.005702732534589,2.9269848787299035,4.481596399521456,1.496682511926588,Iris-versicolor
+56,4.6149587154276475,3.6023701126755867,1.0000004000932758,0.2092469027327295,Iris-setosa
+57,5.104884483542877,3.7908953257340525,1.6001694395442254,0.20134450475427534,Iris-setosa
+58,5.755806332671425,3.0,4.225498436570084,1.399793943348462,Iris-versicolor
+59,6.016976159286422,2.7196735207228215,5.0326844042175045,1.5943378696542871,Iris-versicolor
+60,6.169766846011548,3.0,4.606427707664855,1.4339113768096796,Iris-versicolor
+61,6.086878342463983,2.8101940347894296,4.673299993003732,1.2021887918902567,Iris-versicolor
+62,5.18603514951462,2.7021997469862207,3.8652757521978605,1.378228818252773,Iris-versicolor
+63,6.641781335919888,3.0044995661521607,4.537253508391121,1.4515372662786927,Iris-versicolor
+64,4.497137204207748,2.333014675460811,1.2966217028520064,0.36384474557333524,Iris-setosa
+65,5.4090748994455256,3.3939678213253326,1.540727662236526,0.3904139432087568,Iris-setosa
+66,6.261146472284366,2.2657953463797913,4.3733452915323365,1.3089257398912126,Iris-versicolor
+67,4.596340720843436,3.6116500032240064,1.000000388428254,0.19782022291705684,Iris-setosa
+68,7.555023078779264,3.0,6.520659323118349,2.1113372464626043,Iris-virginica
+69,4.599377656929247,3.408716605542567,1.4035871222132257,0.3775759308072309,Iris-setosa
+70,6.893595343053369,3.0993683586848153,5.147430757588566,2.299050895415608,Iris-virginica
+71,5.300588110019563,3.7150378513169406,1.4986792619545015,0.2041744351154997,Iris-setosa
+72,6.686247421166969,3.265962452768575,5.7337668651114955,2.120972405394327,Iris-virginica
+73,5.744891067381647,3.0236781348392157,4.472532896730041,1.46160071947928,Iris-versicolor
+74,4.999974873406155,2.0,3.5393455488664998,0.9699900452260792,Iris-versicolor
+75,5.012284364851199,2.0000005803669283,3.515533729443799,0.8683612160928003,Iris-versicolor
+76,4.84063011430114,3.0,1.3979544285644008,0.2876772921615171,Iris-setosa
+77,4.910644758795902,3.0,1.4008245385474156,0.20039617997437267,Iris-setosa
+78,6.0894960643532325,2.607033246276758,5.60112683414348,1.3914079867310793,Iris-virginica
+79,5.61185475387234,2.9024616855214287,3.679975600973257,1.3042099762823602,Iris-versicolor
+80,7.295639998496383,2.9040123536942835,6.25023307390217,1.7922174182889958,Iris-virginica
+81,5.223468003998148,2.726042794407412,3.963847427878141,1.4123713288360313,Iris-versicolor
+82,5.956177913773278,2.182358586537006,4.975327260869152,1.4885033072613312,Iris-virginica
+83,5.878207517416323,3.0,4.227193180465881,1.4971946720737395,Iris-versicolor
+84,5.386004619178633,3.395749388108646,1.6268319171770464,0.19773137162205817,Iris-setosa
+85,6.079399476981212,2.589602745150054,5.626419636675939,1.4182897149115818,Iris-virginica
+86,5.619496511714078,2.9115215854309393,3.7520140094798995,1.3134212409604873,Iris-versicolor
+87,5.981048808315537,2.729242797947703,5.104819267520767,1.5986124830300565,Iris-versicolor
+88,7.264158827540335,2.923882009439271,6.291611260923707,1.9039306525620672,Iris-virginica
+89,7.715287113562068,2.801566878191121,6.715834513657927,1.9958518230577023,Iris-virginica
+90,4.6133555925296434,3.4067926877802304,1.4070811389518194,0.29683601888589534,Iris-setosa
+91,4.83648569662212,3.3964068704028993,1.58529161943462,0.198629419743294,Iris-setosa
+92,5.66277478699746,2.867017202434304,3.9607318184594127,1.2827560529174427,Iris-versicolor
+93,6.815668067241022,3.0762217868469715,5.104574713754824,2.2807041461749753,Iris-virginica
+94,5.369379257791837,3.4034138927010797,1.4930781911795543,0.37350139900246776,Iris-setosa
+95,5.121447333467336,3.7753959821125087,1.4874796367955523,0.20206282431452846,Iris-setosa
+96,6.515112591055201,3.0,5.505310915007216,1.7876373372743308,Iris-virginica
+97,6.268368797791545,2.8233346394733294,4.305176014418127,1.211673263172577,Iris-versicolor
+98,4.972507458917406,2.4329069025139622,3.2174221474228046,1.0309741653375135,Iris-versicolor
+99,6.707218149202725,2.479980898309996,5.815293637511097,1.7974429448392102,Iris-virginica
+100,5.893341298244441,3.0,5.134782127609153,1.8049958847480412,Iris-virginica
+101,6.130922380844734,2.603977966006301,5.614962537197637,1.4012269129714108,Iris-virginica
+102,5.418823422969005,3.8999994227280648,1.2989284593807802,0.41004739902233484,Iris-setosa
+103,7.7266529844988865,2.7814237799059964,6.72333751734418,2.0071060159952565,Iris-virginica
+104,6.9257798248681075,3.0937400069903567,5.184567374836893,2.2968765004396463,Iris-virginica
+105,6.87862981746648,3.1093287151922437,5.053048590226327,2.3047570832489344,Iris-virginica
+106,5.6008538756742565,3.0,4.519080692200005,1.5074754188929338,Iris-versicolor
+107,7.899999007485004,3.800101314452196,6.409148976673757,2.014995586352498,Iris-virginica
+108,5.731843076651238,2.9135810895663923,4.308819799479895,1.311696323151407,Iris-versicolor
+109,4.913019101614049,2.3759381679051508,3.3415796338058055,1.0190795657800442,Iris-versicolor
+110,5.996524854490575,2.186492158116232,5.011347688082491,1.5029236968009005,Iris-virginica
+111,4.581409639686592,3.6140587354831917,1.000000372645443,0.19780636815901387,Iris-setosa
+112,6.809718752275559,3.2015955060141743,5.749055825541222,2.3011074273599,Iris-virginica
+113,5.6020184880517565,3.0,4.509959231699515,1.5047434713095373,Iris-versicolor
+114,6.214038992413084,3.1370786040202274,4.685936173447566,1.501160329549347,Iris-versicolor
+115,5.085075959189474,3.5057026841129284,1.4077073459973188,0.30151795572267115,Iris-setosa
+116,5.792627001325825,2.7080606680499,5.068063591792426,1.8784583029132123,Iris-virginica
+117,5.854064533151305,2.9503857176300765,4.369954900359639,1.3252629957786608,Iris-versicolor
+118,6.826179500255944,3.2010064339305857,5.842212231155411,2.3099005952722877,Iris-virginica
+119,6.30232304229503,3.2972889954599585,4.665592447324385,1.550058938665648,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/17/test.csv b/iris/tab_ddpm/7_3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/17/train.csv b/iris/tab_ddpm/7_3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/17/val.csv b/iris/tab_ddpm/7_3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/18/synth.csv b/iris/tab_ddpm/7_3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a70c4b9568c6d257102929b89e91d1717f62b791
--- /dev/null
+++ b/iris/tab_ddpm/7_3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7972509680361712,6.368154210022439,2.003444155555982,Iris-virginica
+1,4.826542491574346,3.4025080554170426,1.4960969461259026,0.19899696160794056,Iris-setosa
+2,5.212957125591251,2.7041659569257863,3.9364310383723673,1.3954520580713348,Iris-versicolor
+3,6.71799055174329,3.0869545265781033,4.672999964750583,1.4801642273749835,Iris-versicolor
+4,5.055462591863405,2.4838148204383588,3.002339264297632,1.0918864120969258,Iris-versicolor
+5,5.194434109725403,3.384868179250818,1.386191930304159,0.2023085304636651,Iris-setosa
+6,5.6743598873301035,3.7973179686792826,1.6602793795147186,0.29647790666808554,Iris-setosa
+7,5.193303167097062,3.399104721795435,1.4034830591584717,0.19985764222030278,Iris-setosa
+8,5.1030012679909404,3.4947279156781494,1.4042481285787485,0.19952763833346626,Iris-setosa
+9,6.713274429408044,3.2959109355720773,5.709424224154452,2.5,Iris-virginica
+10,6.990395959559017,3.2179250792407386,5.752918715829344,2.296012763822157,Iris-virginica
+11,5.3003671100753404,3.6901815143533563,1.4988025552615372,0.20390716692968866,Iris-setosa
+12,7.89999858279829,3.792401271527831,6.369250935938424,2.0023657589177324,Iris-virginica
+13,5.582606648288993,3.0,4.079902344386583,1.3045461062680916,Iris-versicolor
+14,6.267470090557363,2.2697732645318074,4.378265534895914,1.3111360022922889,Iris-versicolor
+15,6.800371935686759,3.206440401030144,5.890015109529521,2.3083192364718057,Iris-virginica
+16,7.700887365569703,2.820280219897873,6.71433757771602,1.9848643119520535,Iris-virginica
+17,6.274362720924105,2.495386730995753,4.83394662603431,1.4897632911371508,Iris-versicolor
+18,7.699592996966082,2.6027219172564355,6.899998821389482,2.2849805353354236,Iris-virginica
+19,7.001158019106321,3.1216634093526117,5.7646974938150475,2.2918682032798867,Iris-virginica
+20,7.708941474907639,2.5911103880508826,6.899998849656853,2.299656271118802,Iris-virginica
+21,6.88146828595939,3.2193943369119675,5.728347997626158,2.285696552899835,Iris-virginica
+22,6.701252326589538,3.2883121516381237,5.680968622523475,2.499999493438695,Iris-virginica
+23,5.7238869985125165,3.7981184839720745,1.7080047667429756,0.29677822843656626,Iris-setosa
+24,5.5202653720022425,2.442498821376739,3.736173720996035,1.0077368009929315,Iris-versicolor
+25,6.4708628541560875,2.9394294317520724,4.297343112300792,1.3219274214663024,Iris-versicolor
+26,5.38154103636959,3.3956598146856294,1.4945681166579012,0.3922124432361773,Iris-setosa
+27,4.81539937546779,3.4031710431300324,1.6333162422182235,0.1990407629943366,Iris-setosa
+28,6.492511869820949,3.0,5.79898364244188,2.1933940237248377,Iris-virginica
+29,7.711833631493676,2.8397530380062803,6.70713463791112,2.01294207843097,Iris-virginica
+30,6.950647048404814,3.1093628952243755,5.124447353266783,2.2926011328083256,Iris-virginica
+31,6.667428481528973,3.3124435553642164,5.71260734712214,2.5,Iris-virginica
+32,5.771591113076568,3.021616333188268,4.520054004347246,1.5143450321697747,Iris-versicolor
+33,6.311196282747614,2.5013243471159123,4.90312576164526,1.5047262524283371,Iris-versicolor
+34,5.86540451016706,3.0,4.185227565251154,1.4884622137003967,Iris-versicolor
+35,5.48584173384303,2.593529508352015,4.410862616007166,1.1797399480828163,Iris-versicolor
+36,6.570114570926878,3.2161005719994153,5.240230510674849,2.052981790294389,Iris-virginica
+37,6.705329935479667,3.106920607227785,4.707266609331247,1.4979187616930458,Iris-versicolor
+38,4.7904198582705515,3.390683173907651,1.6563145434094093,0.2006108902634789,Iris-setosa
+39,5.186632756323751,2.6873933113794464,3.872742133086273,1.3896461738923462,Iris-versicolor
+40,4.823494864713243,3.3919118114439284,1.7575283253155005,0.2009618108851299,Iris-setosa
+41,6.485286864357533,3.0,5.518068078347113,1.8076530204029355,Iris-virginica
+42,6.334018720178081,3.3752053689020545,5.618538688068402,2.3928910633001044,Iris-virginica
+43,4.916522210868614,3.466783520199767,1.4381642032647537,0.20633144079586574,Iris-setosa
+44,6.746944957212505,3.182492733442712,5.721339538226602,2.133553808486276,Iris-virginica
+45,5.008063954676314,3.4051968376571256,1.5740918029439492,0.39486326235231384,Iris-setosa
+46,5.78979079749001,2.716790007742957,4.108337934894505,0.9684220682397382,Iris-versicolor
+47,4.790656719591687,3.0,1.4017007007897664,0.29920734921109515,Iris-setosa
+48,4.811480232608115,3.3969356552972783,1.666637112149354,0.19902435966917548,Iris-setosa
+49,6.691305671530173,3.0814238475921534,4.684149726287284,1.4963988518241176,Iris-versicolor
+50,5.5894879795157015,2.471782892901442,3.869106333638878,1.0349011061425706,Iris-versicolor
+51,4.9159850823258475,3.0,1.4108501435886662,0.1983629392024066,Iris-setosa
+52,5.13418972506958,3.7047882657013638,1.7191971651894256,0.3921801476507577,Iris-setosa
+53,4.605725225746126,3.599152691944487,1.0,0.20614801773232222,Iris-setosa
+54,4.985175500311502,2.0,3.504756783290917,1.0120272531487735,Iris-versicolor
+55,5.570366021730474,2.894893732324513,3.566499825854226,1.295510076330277,Iris-versicolor
+56,6.8007781859309935,2.8112082170787853,4.798395125209694,1.399801749809261,Iris-versicolor
+57,5.620429310403344,2.8990534073026493,3.6665547343557665,1.303672773087226,Iris-versicolor
+58,4.596418546275208,3.625228993019355,1.0,0.19797551938797148,Iris-setosa
+59,4.9980570030204134,3.6395365815730885,1.4077088817148375,0.19799488155511272,Iris-setosa
+60,6.810136290226522,2.8036178698668137,4.801147443760115,1.3974115887976992,Iris-versicolor
+61,6.018417250312462,2.914414696500548,4.495422425302902,1.4813929426089976,Iris-versicolor
+62,5.225234105009717,3.404466006152598,1.401761400905774,0.19922930802899597,Iris-setosa
+63,7.710901642247487,2.6049376479506456,6.89999898289437,2.3000690444758964,Iris-virginica
+64,6.29584871890677,2.2946382506412206,4.418195276884985,1.3052245165866694,Iris-versicolor
+65,4.811243928220967,3.0,1.4060161685330543,0.1000001073782388,Iris-setosa
+66,4.4,2.8981626942417638,1.3903888937421607,0.20173928554152493,Iris-setosa
+67,6.56544674393939,3.0,4.384387398320855,1.3912541210800198,Iris-versicolor
+68,6.8168675012086375,3.1712943803804934,5.81856487857524,2.3022185085999105,Iris-virginica
+69,5.096585550072254,3.702012444780987,1.4955299834051088,0.40368559346321037,Iris-setosa
+70,6.343479256972487,2.9125448087326253,5.5985340244225865,1.8062445788856911,Iris-virginica
+71,6.685310764747131,3.059446081913489,4.688604538903272,1.4963144172108007,Iris-versicolor
+72,7.004908614146725,2.7171884171628724,6.206873401693328,1.779472389704324,Iris-virginica
+73,6.433387791046254,2.917715615068623,4.3245535038922975,1.3143980995444493,Iris-versicolor
+74,6.0582888929269165,2.266196508776355,5.007437682468344,1.549655563715441,Iris-virginica
+75,7.6792442013798965,2.807476361085127,6.703526945466929,1.9893526266940327,Iris-virginica
+76,6.877311905551938,3.2018249992139003,5.722174220267423,2.2934818659323595,Iris-virginica
+77,7.698563633175454,2.808889929495064,6.691835169683185,2.0156508939948248,Iris-virginica
+78,5.104371619536693,3.4890922781519844,1.3959070008772438,0.2989716340590997,Iris-setosa
+79,5.874842277013885,3.0,5.082250001548086,1.775702667246743,Iris-virginica
+80,6.287531340069876,2.2899236246065784,4.412186457461276,1.2712800260626362,Iris-versicolor
+81,4.400000581860033,3.1919580609151588,1.2699581504761914,0.19801842957980975,Iris-setosa
+82,5.878806835764364,3.0,5.08795546237929,1.8159573762370118,Iris-virginica
+83,6.7539236320728655,2.515342535540936,6.089194099003523,1.8235609334690932,Iris-virginica
+84,5.484121533442981,2.6027557907897028,4.41843104156174,1.21212415316987,Iris-versicolor
+85,5.374148619165437,2.5557665133406497,4.304247712963813,1.1610528130517939,Iris-versicolor
+86,4.400000549903517,3.2276394098092522,1.2852355930394705,0.1952708763570127,Iris-setosa
+87,7.899998417629803,3.7922372175181582,6.387513169642124,2.02447070145477,Iris-virginica
+88,6.722224472499973,3.2886724300460264,5.728436731537554,2.100781150949404,Iris-virginica
+89,4.888619274213375,3.0831066218700296,1.4985686279641777,0.10000009341248356,Iris-setosa
+90,5.476905692488753,2.5867553154962533,4.367734889913786,1.1984837395860064,Iris-versicolor
+91,5.837694313292187,2.7281769634466912,4.210504406145549,1.0806771095936711,Iris-versicolor
+92,5.0978068730889365,3.499329109897118,1.4024414289252924,0.1975312054389265,Iris-setosa
+93,4.400000530744508,3.12269034813449,1.2999139868667857,0.1933606562897402,Iris-setosa
+94,5.881629440376049,3.0,4.214631510650032,1.5005581743773981,Iris-versicolor
+95,5.084287045739794,2.4882224429365345,3.0861963132999524,1.0706084146532544,Iris-versicolor
+96,5.772546156597779,2.697410994253524,4.073161251349172,0.9105170033984851,Iris-versicolor
+97,4.823248068853611,3.0,1.3951679024424712,0.10000009333856827,Iris-setosa
+98,5.618173945025194,3.0,4.104018869549067,1.290619001124422,Iris-versicolor
+99,4.4889347813600455,2.2689187506375896,1.2871542250938661,0.29148268837769675,Iris-setosa
+100,4.870076227410195,3.074547226597007,1.4572086362906096,0.10000009858310702,Iris-setosa
+101,4.993427331962944,2.0,3.273031954179779,0.9831685328110771,Iris-versicolor
+102,6.255436277860862,2.482184169580176,4.991561456284612,1.8800629342168667,Iris-virginica
+103,6.302768548318924,2.9234995298215534,5.598953260004956,1.840028215579294,Iris-virginica
+104,6.486231937519245,3.0,5.788088965795957,2.1943204778984384,Iris-virginica
+105,5.754962864650473,2.7185076213572335,4.270912561194682,1.0576085142293112,Iris-versicolor
+106,5.672959070006248,2.842494651191526,4.074799239665846,1.2435198157763852,Iris-versicolor
+107,6.251927834257096,2.904578042197771,5.588965959388022,1.829282755652874,Iris-virginica
+108,5.098835574712257,3.505019081705055,1.404019541408461,0.3308782822393587,Iris-setosa
+109,6.92616295235579,3.195155439806895,5.75799285145978,2.313567964995569,Iris-virginica
+110,4.4,2.918803713555607,1.3858059999555676,0.19901705895977423,Iris-setosa
+111,6.001512195070294,2.198054554346009,5.022815290937394,1.4966403894875535,Iris-virginica
+112,4.805699582173309,3.0,1.3984640214927038,0.1,Iris-setosa
+113,5.875056793891449,3.0,5.0893124044878295,1.8108050065427048,Iris-virginica
+114,7.284250926224673,2.8833029878601986,6.255236152969267,1.7871063563499257,Iris-virginica
+115,6.3110447984354145,2.90901335892702,5.592386299349929,1.8012984597912136,Iris-virginica
+116,5.815859774994275,2.689021999319734,4.183028181415075,1.0206327989512476,Iris-versicolor
+117,4.4,3.167678072854329,1.3122943384813426,0.20375342768036045,Iris-setosa
+118,6.694584816239859,2.493577414837211,5.8136845308546645,1.811071305540258,Iris-virginica
+119,5.053083060803609,3.508932360945939,1.4002082231413344,0.19848822048111875,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/18/test.csv b/iris/tab_ddpm/7_3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/18/train.csv b/iris/tab_ddpm/7_3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/18/val.csv b/iris/tab_ddpm/7_3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/19/synth.csv b/iris/tab_ddpm/7_3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cb89a5931014a9179ea9e902d74e4a79c7ec4b1
--- /dev/null
+++ b/iris/tab_ddpm/7_3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.135539504483684,2.603140616710891,5.606839412451503,1.3948843205351908,Iris-virginica
+1,5.108351742248154,3.503573404783334,1.3863559581031184,0.3047848698725513,Iris-setosa
+2,6.716077789480365,2.4968462446148285,5.815155104288038,1.7923868716564924,Iris-virginica
+3,6.389674596690981,3.0,5.47116349157861,1.7916544354609494,Iris-virginica
+4,7.899998449394653,3.803565682481007,6.3909156193555425,1.9966845260113493,Iris-virginica
+5,6.505193927160474,3.0,5.495145712480178,1.8351631419277086,Iris-virginica
+6,5.119447027059835,3.45230156108779,1.4261087285601464,0.27112548054447483,Iris-setosa
+7,6.484751444448082,3.0,5.474712668553101,1.8012818022070682,Iris-virginica
+8,6.787383769369177,2.8093879842823704,4.855755585189103,1.4090080859403302,Iris-versicolor
+9,6.297477545644962,2.868101899485067,5.6229593027985985,1.7994118204926175,Iris-virginica
+10,4.905322034111702,3.0994911130949934,1.7069302575145833,0.10000009464266622,Iris-setosa
+11,6.0220663479383845,3.390383836141348,4.496129299080464,1.6107716379513313,Iris-versicolor
+12,5.528183061527228,2.597743260136279,4.380604781234421,1.2275851124132915,Iris-versicolor
+13,6.030043491506047,2.685363788743006,5.094671521351354,1.5789231280601241,Iris-versicolor
+14,7.7186979079502125,2.801096953643704,6.726247152244937,2.022662335184688,Iris-virginica
+15,5.087676929738356,3.5081415030854064,1.395414272533601,0.22579409986437354,Iris-setosa
+16,6.068944500478985,3.0,4.599246597040597,1.3876577344584355,Iris-versicolor
+17,5.753119171473919,2.7081896172408113,5.073107826499802,1.9036726212587771,Iris-virginica
+18,6.431438305786334,2.906505279051109,4.333788969516935,1.3101070467565423,Iris-versicolor
+19,6.6994907884787205,3.2972159420974485,5.697758703350024,2.4999995892957028,Iris-virginica
+20,6.269144040128088,2.906974425653109,5.602233269998935,1.7854062375467,Iris-virginica
+21,6.092764038791017,2.5910492119363813,5.617430393813407,1.4008986551852054,Iris-virginica
+22,5.431827978460591,3.899999570346814,1.3204264950900928,0.385087157532557,Iris-setosa
+23,4.905340315204798,3.0,1.3988261737653067,0.1949136954994431,Iris-setosa
+24,7.294482853428874,2.904110297014594,6.307564666853844,1.7776014511203433,Iris-virginica
+25,7.282478169087537,2.9149112524470655,6.242920595213571,1.8130225538605125,Iris-virginica
+26,6.690473986932183,3.312512775964181,5.690355560163651,2.5,Iris-virginica
+27,5.543674608984518,2.6219373870816836,4.438202473186484,1.2167971283100252,Iris-versicolor
+28,5.824345075210334,2.701152144387494,4.035785024230671,1.0149047186623301,Iris-versicolor
+29,6.684666456141692,3.3179617248457034,5.698813447417851,2.5,Iris-virginica
+30,6.26546252626218,3.3935241027852263,5.586276094299607,2.4032158995978716,Iris-virginica
+31,7.674925840998435,2.610007806204664,6.899998767364517,2.2864900659729663,Iris-virginica
+32,6.005711916398883,2.2097782258948984,5.0006301254371435,1.4959077504775558,Iris-virginica
+33,4.609051631702149,3.606249163503324,1.0,0.19845006965707476,Iris-setosa
+34,6.947097951841502,3.1910482102663225,5.659662684666638,2.303303356325467,Iris-virginica
+35,5.084664275071637,2.5024969059276003,2.929952306578987,1.0940083317565792,Iris-versicolor
+36,6.800747667870943,3.0,5.435084637676505,2.163410313441145,Iris-virginica
+37,5.021726866206246,3.579086904862917,1.3995513417494263,0.20015134692599873,Iris-setosa
+38,6.476188051475972,3.0,5.533425744388864,1.79982821119605,Iris-virginica
+39,5.423465606119656,3.899999598719519,1.297527514530144,0.37582556288745933,Iris-setosa
+40,5.976864811051718,2.6747191869720286,5.133512083516631,1.6025802511242173,Iris-versicolor
+41,6.285205851064244,3.3913782608701033,5.616675201804221,2.400885478873978,Iris-virginica
+42,5.116721569827132,3.498613295463371,1.4003418695447734,0.2989833141045584,Iris-setosa
+43,5.656143555748673,3.0,4.481921307497751,1.5004327273421376,Iris-versicolor
+44,5.921663379258265,3.0,4.237412839756252,1.5070589573054436,Iris-versicolor
+45,5.402436247590586,3.4097025317384078,1.7105760596073094,0.20006108394492697,Iris-setosa
+46,5.024006246986164,3.3994612528996506,1.6758673150835914,0.36983267106245143,Iris-setosa
+47,5.213087237813586,3.404461544016618,1.4003185021356725,0.19789798604486974,Iris-setosa
+48,4.611882909441476,3.4022059561526325,1.4038106377852226,0.32699669765504835,Iris-setosa
+49,5.824933015851832,2.6984166467966912,4.069339804984508,0.9548400051717574,Iris-versicolor
+50,7.640066542361986,2.9926104272988967,6.61995466593585,2.11719058738928,Iris-virginica
+51,6.849408529411358,3.0,5.536048698996765,2.072834158479557,Iris-virginica
+52,5.411921980089541,3.386947309307628,1.6369189484760653,0.4566484959788603,Iris-setosa
+53,5.81525071784924,2.9959651215482697,4.446628863784634,1.4390082849529138,Iris-versicolor
+54,6.806676582555268,2.77713421565271,4.828824525697851,1.398924004961097,Iris-versicolor
+55,6.703471561004621,2.5047715888973343,5.804566212722775,1.789352161832655,Iris-virginica
+56,4.499900825207538,2.3209336814179817,1.2888810360010599,0.2997816047478485,Iris-setosa
+57,5.991831108245481,2.8446997814960358,4.587829393386936,1.5065100198569428,Iris-versicolor
+58,5.516751378872479,2.610674641150693,4.40848504929295,1.233860960372552,Iris-versicolor
+59,4.789492427306897,3.3744502191004964,1.680640635862746,0.19750661036698916,Iris-setosa
+60,6.376437444075984,2.8787727858612655,4.308936643475483,1.2808924014100844,Iris-versicolor
+61,7.9,3.807763975659003,6.438670470783623,2.0235272262776034,Iris-virginica
+62,6.291337565491993,3.310764617213153,4.71304463739093,1.6008522174407696,Iris-versicolor
+63,5.084891803694068,3.4961876725128307,1.3924979294887314,0.1988702525929023,Iris-setosa
+64,7.198696892400262,3.0,6.069498525906574,2.106337080808334,Iris-virginica
+65,7.9,3.7713608987788385,6.390827489815883,2.010488571450308,Iris-virginica
+66,4.919884147857629,2.3972151702915756,3.2634979219284457,0.9673928030690684,Iris-versicolor
+67,5.104615149466479,3.4805161352754284,1.4009943989161309,0.19810971992038187,Iris-setosa
+68,6.091687652923178,3.0,4.578092290914992,1.467886421128597,Iris-versicolor
+69,5.7030715725718375,2.810629598010531,4.506349317563695,1.3067593424043753,Iris-versicolor
+70,6.918782566896042,3.11424688806465,5.084793144579021,2.300171444464616,Iris-virginica
+71,6.191377419181845,2.5662004382143233,5.511745378419961,1.5264627792376484,Iris-virginica
+72,6.012888754790775,3.400272238870959,4.511020454513813,1.584471135094703,Iris-versicolor
+73,7.642889571529852,3.0,6.642028375748737,2.1010011863630504,Iris-virginica
+74,7.705859298438569,2.799672890927776,6.685837556261744,1.99503909519898,Iris-virginica
+75,4.885948151918275,2.4002730651454387,3.1888559992304053,0.9691311082395793,Iris-versicolor
+76,5.603713616211264,3.0,4.138081691228947,1.3042901071869308,Iris-versicolor
+77,7.2980558668190305,2.884650468397591,6.252127803800404,1.7885574419905983,Iris-virginica
+78,5.5802789853238055,3.0,4.049256997232788,1.3032627298649997,Iris-versicolor
+79,5.657245994451719,2.872625664988687,3.978902129283445,1.2786011149500376,Iris-versicolor
+80,6.502637274435814,3.0,5.793969103126712,2.190919967167065,Iris-virginica
+81,6.1080937694256585,3.0,4.617529000581289,1.4256275930054052,Iris-versicolor
+82,4.901648505834693,3.0946783049075557,1.5858128679667576,0.10000010106897324,Iris-setosa
+83,4.9309783645728675,2.4227363310375565,3.109933441639666,1.009228462939558,Iris-versicolor
+84,5.7356808750874855,2.864139260273774,4.387398384887645,1.2740505667841575,Iris-versicolor
+85,4.615585801201684,3.601771810116473,1.0000003987961483,0.20109539735363868,Iris-setosa
+86,5.300746390320558,3.7128157647437483,1.5621340927516711,0.20067054706310727,Iris-setosa
+87,5.223022586296617,2.7205812362728476,3.9644222317333218,1.4016024929825452,Iris-versicolor
+88,6.010211436312388,3.0,4.460643561810135,1.4592396312455407,Iris-versicolor
+89,5.5946139586898695,2.46926236205658,3.872035545326434,1.082059394569815,Iris-versicolor
+90,6.7098055369890535,3.3090372149133778,5.709264703056995,2.5,Iris-virginica
+91,5.362291191332481,3.408738819576971,1.4982692241396192,0.39324565035022446,Iris-setosa
+92,5.653076579271356,3.0,4.490986354536752,1.4940201667571937,Iris-versicolor
+93,5.53504163766937,2.586428793271858,4.370457717019254,1.1799240813932734,Iris-versicolor
+94,6.950250824632659,3.204661773484859,5.67365063262438,2.307280451236893,Iris-virginica
+95,6.696136822303275,3.104951969836061,4.67387651527413,1.494612292622184,Iris-versicolor
+96,5.770065076451369,2.709524218077191,5.121615162974336,1.8861847068008157,Iris-virginica
+97,4.592480010969804,3.5947349250680287,1.0000003662770482,0.20176747142546786,Iris-setosa
+98,5.536616545017039,2.4520114496208647,3.758254433566161,1.0595450596182794,Iris-versicolor
+99,4.4,3.0,1.3605193290814634,0.20037748282329118,Iris-setosa
+100,5.059082300983734,3.5563934737826353,1.3983263953450515,0.19970607236504767,Iris-setosa
+101,6.0055498265638425,2.683867765590027,5.131104658117394,1.6197445538974027,Iris-versicolor
+102,5.108389851721661,3.7983313573974433,1.7121309253734733,0.2014280900190794,Iris-setosa
+103,6.096250627686492,2.6077352418365427,5.598598498347737,1.3849722949020542,Iris-virginica
+104,5.349796533514715,3.7291174414116863,1.5748741468021399,0.20512127229756924,Iris-setosa
+105,5.885047049334143,3.0,4.111983588138211,1.5042152732740426,Iris-versicolor
+106,5.0950369483977855,3.5030085285631767,1.4005345604690858,0.2988437083217512,Iris-setosa
+107,7.595675790001622,3.0,6.607056701448839,2.092357987905674,Iris-virginica
+108,7.31980993993502,2.8858409812131667,6.332862464786732,1.799298131714246,Iris-virginica
+109,4.981069650561031,2.0,3.306530548891392,0.9130213099728317,Iris-versicolor
+110,4.921435551910581,3.1153410161668718,1.496483116009951,0.10000009979193482,Iris-setosa
+111,5.371863996125102,3.4015508399399392,1.5768090716125494,0.19995472568713235,Iris-setosa
+112,7.180140021831849,3.0,6.076041068844835,2.11536162673709,Iris-virginica
+113,6.315503550068661,2.2842506012062724,4.400391061103858,1.301004272398197,Iris-versicolor
+114,4.998091571263632,3.602189772143662,1.3985918650673965,0.1998896851968427,Iris-setosa
+115,7.9,3.795790591299709,6.39688612108077,1.9979673970315242,Iris-virginica
+116,5.978040699887609,2.888525129325802,4.515921067643599,1.4988867336460774,Iris-versicolor
+117,7.30074688780053,2.8955298240251177,6.30280271561594,1.8022919386626128,Iris-virginica
+118,4.765073284509413,3.0,1.3982159770286287,0.29792009522985297,Iris-setosa
+119,4.500386351142802,2.3057987893403302,1.2995628053362878,0.2958788990398087,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/19/test.csv b/iris/tab_ddpm/7_3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/19/train.csv b/iris/tab_ddpm/7_3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/19/val.csv b/iris/tab_ddpm/7_3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/2/synth.csv b/iris/tab_ddpm/7_3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cd5e12f2a047d5ba8815eb8d308933728722e3d
--- /dev/null
+++ b/iris/tab_ddpm/7_3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.0135381889914274,2.224644170898755,4.99566769296463,1.512523248276332,Iris-virginica
+1,4.594116769508678,3.6292050211020888,1.0,0.20155958172310973,Iris-setosa
+2,6.5252866318356775,3.0,5.504955240690061,1.8022302416866915,Iris-virginica
+3,6.825174806248601,2.7898714849875,4.784087043453241,1.3957345055993176,Iris-versicolor
+4,6.291677785933474,3.388064383794903,5.621234805434395,2.3901217120864002,Iris-virginica
+5,6.34938584683104,3.2883397431506243,4.715779581961609,1.5926838408767103,Iris-versicolor
+6,4.895976854699568,3.0,1.3984668668396938,0.19798687281837307,Iris-setosa
+7,4.812573797452013,3.3747821468387764,1.4966126974178855,0.19810094615651058,Iris-setosa
+8,7.700025133845274,2.5947243036254766,6.899998755251593,2.291920962581833,Iris-virginica
+9,5.726509733042399,2.8355141154827295,4.513763720315248,1.316551629395985,Iris-versicolor
+10,5.137650504368714,3.6836322724944686,1.5488306163059464,0.4147530884090333,Iris-setosa
+11,6.515664994076408,3.0,5.507053375830072,1.7915866781722927,Iris-virginica
+12,5.6889774844142424,2.9571571080370864,3.8276407692112975,1.3337981076418968,Iris-versicolor
+13,6.346920043559514,2.924789135246927,5.567572447986044,1.8034920692158338,Iris-virginica
+14,5.780803727552941,2.689548158175536,5.089089383908646,1.9102831851759943,Iris-virginica
+15,5.68723238451204,2.773755581399802,4.47947110520777,1.2959208473211465,Iris-versicolor
+16,6.076274728787251,2.578211826023272,5.614770022489903,1.3980600390410562,Iris-virginica
+17,5.318919504787151,3.6880678645851868,1.4992608652159167,0.19894630636355987,Iris-setosa
+18,7.715001064806678,2.60551683027597,6.9,2.3054152738196207,Iris-virginica
+19,5.094176436474974,3.682804509319843,1.492806155973134,0.4102968105488487,Iris-setosa
+20,7.730943188344423,2.6038264486726352,6.9,2.300269596277555,Iris-virginica
+21,6.26308286625235,2.8861724681777217,5.581509328437077,1.7967796201460395,Iris-virginica
+22,6.016813792705488,2.1905529281494704,4.991512006348786,1.5143000013724113,Iris-virginica
+23,6.3016551626392925,3.3848283923545415,5.594711052264249,2.4048306995052884,Iris-virginica
+24,5.566901405425745,2.5224137345446627,3.9229433501615314,1.11010337809463,Iris-versicolor
+25,5.093817787036246,3.735321978733382,1.6444774667166075,0.34451360689226956,Iris-setosa
+26,7.702677901602904,2.7999868734714495,6.692944521411885,2.0208995921499757,Iris-virginica
+27,5.395914168784712,3.4004321990115063,1.833294129595246,0.20110072063897516,Iris-setosa
+28,5.10100986084688,3.698479273880403,1.498320539453078,0.37833764460850405,Iris-setosa
+29,5.597818303264272,3.0,4.114353548046132,1.3041338125826487,Iris-versicolor
+30,4.4,3.214059631279031,1.2994358437255438,0.18839865111121423,Iris-setosa
+31,4.591279894359309,3.3971463046818786,1.3847551849837467,0.3034554824401603,Iris-setosa
+32,5.549765917936081,2.414247695542016,3.8319237938735133,1.008153697824206,Iris-versicolor
+33,4.904338270611739,2.4252103350470393,3.393161473283323,1.0261467829939832,Iris-versicolor
+34,7.704624118798954,2.5862634934484587,6.9,2.2972267559861255,Iris-virginica
+35,5.640076617639562,2.917168555165665,3.7334365930606532,1.3054972158631495,Iris-versicolor
+36,4.912008396792183,2.40098743643455,3.329624076867802,1.0064453020159774,Iris-versicolor
+37,7.9,3.801906503942583,6.395684657865232,2.0191672532821863,Iris-virginica
+38,6.634879726378795,3.0,4.455051263487868,1.4138685046805795,Iris-versicolor
+39,5.401974554329182,3.3985291106180755,1.4976280794057324,0.3893142447705909,Iris-setosa
+40,5.665250808345057,2.9124958254357414,4.0420594740677815,1.3086842784388175,Iris-versicolor
+41,5.41478024568245,3.9,1.3083356563373427,0.37433865103051356,Iris-setosa
+42,7.565454534673624,3.0,6.561601022181467,2.0836616001884436,Iris-virginica
+43,6.330384522293158,3.2723654695016138,4.719347408122696,1.570907321442378,Iris-versicolor
+44,5.6332071167568225,2.889234148588443,3.734964854989987,1.3038991388053824,Iris-versicolor
+45,4.923959935815147,2.422608035981634,3.450658297292134,1.0367505259140297,Iris-versicolor
+46,6.004932839987308,2.645182775131091,5.1222677299124735,1.5816213884121821,Iris-versicolor
+47,6.192955371521505,3.354751377755552,4.606609665589486,1.6281457071102132,Iris-versicolor
+48,6.7475614503716885,3.174831799575777,5.483517257828033,2.3159134735795455,Iris-virginica
+49,4.790516863992598,3.0,1.3996589220916817,0.2983566325803744,Iris-setosa
+50,5.707411665773218,2.853410485817352,4.116438114279691,1.2774498953104885,Iris-versicolor
+51,5.402342139337965,3.8999996181884944,1.285136476182982,0.328233101349812,Iris-setosa
+52,4.791571425582876,3.4072758718076126,1.5579980415117685,0.20071698390321985,Iris-setosa
+53,5.731951652376012,2.820724067221524,4.513806003388669,1.3043327075089257,Iris-versicolor
+54,5.41396702153779,3.4037490737507388,1.66559772865353,0.19810887068587912,Iris-setosa
+55,6.505405449711879,3.0,5.82304126223981,2.2023647594109237,Iris-virginica
+56,5.431983953961375,3.398103697659356,1.6758329463516535,0.19876728710056168,Iris-setosa
+57,5.731620794663785,2.661735574233414,4.102537299149773,1.052585977241319,Iris-versicolor
+58,5.187997107127822,2.694391334777882,3.859534856496485,1.3986757689901759,Iris-versicolor
+59,6.806409904695316,3.215769954640192,5.858033418030724,2.3030263289987216,Iris-virginica
+60,7.043144519124078,3.0199279945815487,6.063990677463449,2.1861818453922126,Iris-virginica
+61,5.915652902236629,3.0,4.2181697569915,1.5024383871825442,Iris-versicolor
+62,6.383782147710339,3.2623615240575083,4.714995949733414,1.5604354038635517,Iris-versicolor
+63,6.016337478733514,2.7167765707122005,5.097307823186584,1.5963308547790427,Iris-versicolor
+64,5.345546508070579,3.721227006676072,1.5723687029503128,0.2130443370642545,Iris-setosa
+65,4.4,2.9158421941879693,1.400532924104912,0.19966989965483128,Iris-setosa
+66,5.912704301500792,2.8712746374160236,4.614658047452326,1.501307050667351,Iris-versicolor
+67,5.747226767561506,2.9239143331081134,4.498521960387244,1.4857328905246412,Iris-versicolor
+68,6.251822282469009,3.3211413053052783,4.679104049258375,1.5825457495846145,Iris-versicolor
+69,6.89698003817674,3.2045645679561843,5.683227305294045,2.312642980435445,Iris-virginica
+70,5.208518156273169,3.410516118810406,1.401945587708513,0.2019756637147182,Iris-setosa
+71,6.025944153078866,3.3782809187827483,4.504251171352684,1.6136385932899566,Iris-versicolor
+72,5.872605483888343,2.685711418705987,5.08940764778667,1.9052475986623165,Iris-virginica
+73,5.603990756295042,2.8932364229374192,3.549080157244337,1.301378112710716,Iris-versicolor
+74,6.915821536791579,3.1652071091443053,5.590471745953338,2.293792360253386,Iris-virginica
+75,6.2696182203828315,2.8704830486362996,5.608605231607009,1.8009261003533823,Iris-virginica
+76,5.089366639962256,2.5313956025813598,3.3533747181253424,1.189420550450311,Iris-versicolor
+77,5.248702827071144,2.610557906357519,3.597307418083741,1.324463374583749,Iris-versicolor
+78,4.503737290290657,2.3109172833748874,1.2864544189702904,0.2926998448118841,Iris-setosa
+79,6.0925632065656155,2.6088430443287307,5.599181881697175,1.3918188263798879,Iris-virginica
+80,4.9969296120404705,2.000000716651146,3.4603019870371807,0.9859250481695812,Iris-versicolor
+81,6.655944068117938,3.0264122139051683,4.629954010116367,1.4724272349358953,Iris-versicolor
+82,4.806927462606312,3.0,1.4012448775124426,0.3174492892241531,Iris-setosa
+83,5.565988383674194,2.452293702887885,3.7898347364588094,1.0860641635965664,Iris-versicolor
+84,4.626804877368129,3.3949324711916544,1.3793142554280955,0.297539997153006,Iris-setosa
+85,6.534402129328313,3.190963079952395,5.278090889194009,2.0373872051637507,Iris-virginica
+86,5.59929499115169,3.0,4.079889649025046,1.3077648401386557,Iris-versicolor
+87,5.61385483597769,2.8914415600244503,3.83172851257003,1.309708404755531,Iris-versicolor
+88,6.804102359889848,2.78989048680655,4.780817179382778,1.3973137919722556,Iris-versicolor
+89,6.696030674208792,3.2874598170642235,5.671311435077371,2.0900443872569143,Iris-virginica
+90,5.54238401768031,2.4999784861494057,3.8063563056542247,1.069422394626107,Iris-versicolor
+91,4.909250746963788,2.3984764232621116,3.456429909914388,1.008813047345448,Iris-versicolor
+92,5.211188624501268,3.3959355231860195,1.3861860569350637,0.20101734927184248,Iris-setosa
+93,5.970287143329348,2.6958498059023186,5.059295511140637,1.5488808812379034,Iris-versicolor
+94,6.170701137267917,2.818423775021815,4.671064878778347,1.2138288713519991,Iris-versicolor
+95,6.018266974670962,2.6878838995467693,5.0368560054214555,1.5869040490229172,Iris-versicolor
+96,6.264831965101407,3.0,4.531788498368294,1.4190323919477743,Iris-versicolor
+97,5.975237608428982,2.209549852195065,5.055509359353922,1.4958030832424467,Iris-virginica
+98,4.597879580032324,3.6040446586851673,1.0000004014516473,0.18726878457615492,Iris-setosa
+99,5.243682239064375,2.6002394901379415,3.7477815090628286,1.3295872730602012,Iris-versicolor
+100,5.709727506397931,2.8397623784352857,4.423233368921121,1.3012290739694596,Iris-versicolor
+101,5.500082933771118,2.4699303162913266,3.8083008740763877,1.0739943544599506,Iris-versicolor
+102,5.588816837558785,3.0,4.493083702620809,1.4934278638050589,Iris-versicolor
+103,6.639198665834182,3.0,4.457267096075143,1.421897897608037,Iris-versicolor
+104,5.990161970396585,2.7939737166171446,4.6248139416014,1.215351501225834,Iris-versicolor
+105,5.780315954241505,2.7517622465362193,5.097404148368339,1.8885079520498445,Iris-virginica
+106,4.4,2.9217494808467452,1.3915136263117769,0.19339733434223572,Iris-setosa
+107,5.084786436020355,3.798268343088797,1.4984653054230046,0.19906825448378396,Iris-setosa
+108,5.800750110828611,2.6812295647208004,4.047934635753164,1.0691808069572735,Iris-versicolor
+109,5.418424290560023,3.405161020476237,1.498880258972227,0.4177380146622885,Iris-setosa
+110,5.390039996518518,3.4190946530485538,1.4957555205402215,0.3641474575124792,Iris-setosa
+111,7.712908052856995,2.60795592464018,6.9,2.2954058823274575,Iris-virginica
+112,6.012628876826198,2.9049811104478787,4.504294523889182,1.4961153226528974,Iris-versicolor
+113,5.49491166007162,2.594942443334771,4.405601183442484,1.2081622562918906,Iris-versicolor
+114,4.781287198949105,3.0,1.4008934444786951,0.33255539604413364,Iris-setosa
+115,4.4,2.863406685671513,1.400512950947917,0.20002042979635296,Iris-setosa
+116,5.216097869555847,3.4075781692280227,1.398423497718622,0.20315234255656345,Iris-setosa
+117,6.702003005838766,2.510903414851482,5.781991048229243,1.7753253705580392,Iris-virginica
+118,6.077025205223469,2.6105219823574886,5.5896508375231555,1.4048683419819363,Iris-virginica
+119,5.3126620149713,3.6926530364637817,1.5033716929390888,0.2011142357027058,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/2/test.csv b/iris/tab_ddpm/7_3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/2/train.csv b/iris/tab_ddpm/7_3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/2/val.csv b/iris/tab_ddpm/7_3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/20/synth.csv b/iris/tab_ddpm/7_3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..776317421e389b402aaeb77d007189bb5e5016bd
--- /dev/null
+++ b/iris/tab_ddpm/7_3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.243837415092823,3.3163969445245494,4.639747587921969,1.6184288242983291,Iris-versicolor
+1,5.219429822510229,2.695578858246237,3.9054724498959095,1.3995104875304007,Iris-versicolor
+2,6.613144135173422,3.270170354569162,5.600708928645396,2.0514823418255785,Iris-virginica
+3,6.847312934902521,3.1873760814746923,5.720628443415679,2.276222992309443,Iris-virginica
+4,5.228238251057262,2.7143972816048016,3.9604009978649497,1.4079070626208667,Iris-versicolor
+5,7.711498418073518,2.6195877530196183,6.9,2.3102402534153725,Iris-virginica
+6,5.58694492114256,3.0,4.095474145147342,1.3071828466601876,Iris-versicolor
+7,6.684210010432173,3.3155684115426016,5.703105916761862,2.5,Iris-virginica
+8,5.609824719351563,2.9712555144586004,3.8928530971119324,1.3056629704784473,Iris-versicolor
+9,4.909866166005983,3.1081628102777445,1.4997015794800594,0.10000009932446166,Iris-setosa
+10,6.513779081970811,3.1848027185623766,5.11729984713245,2.0072287525028565,Iris-virginica
+11,6.500498485629614,3.208539764466999,5.147785020551897,1.9720790708199092,Iris-virginica
+12,4.987097108197179,2.0000005358702087,3.433444274243771,1.0478941229771115,Iris-versicolor
+13,5.747567869428714,2.8464356175354824,4.471647946051899,1.311321854318106,Iris-versicolor
+14,5.944846156860594,3.0,5.149629932094342,1.8139238463638212,Iris-virginica
+15,4.499579452410757,2.3133200365073394,1.2926796232402962,0.3114298186022434,Iris-setosa
+16,6.155782310500657,2.295336227905297,4.992674886320918,1.673994708717723,Iris-virginica
+17,5.998433975310979,2.7187937812882668,5.107756109212129,1.607247335068066,Iris-versicolor
+18,6.795718441235578,3.1983135866005297,5.867938373228683,2.2884607179014487,Iris-virginica
+19,6.275439435174859,3.392843892582177,5.60246916265189,2.403524281555596,Iris-virginica
+20,5.709973909237119,2.852321825684268,4.206178584079877,1.2816029582647006,Iris-versicolor
+21,4.593397147484503,3.6022921110079436,1.0,0.20447198357335433,Iris-setosa
+22,5.604671492381701,2.467044315684122,3.854866806003132,1.0379226338221728,Iris-versicolor
+23,4.9033361197956795,3.093256087275626,1.4915066903172438,0.1,Iris-setosa
+24,4.945709885009532,2.461979217763435,3.314437978838403,1.0342769676513892,Iris-versicolor
+25,6.079338658296145,2.805301578787746,4.678922748197801,1.2084511060728729,Iris-versicolor
+26,6.7993529464538796,3.0,5.373567509302418,2.194703834436726,Iris-virginica
+27,4.4,3.197686298993403,1.2929248549140797,0.1990304769339348,Iris-setosa
+28,5.187707212697293,3.412088491620029,1.4005966128518774,0.2011540880543372,Iris-setosa
+29,6.46105784914392,3.151686659689978,5.116259917861134,1.9845831659905198,Iris-virginica
+30,6.065394756110271,3.0,4.617891522325496,1.4013360003905215,Iris-versicolor
+31,5.838484310050706,2.7334027370250285,5.121969057767023,1.8972943879190631,Iris-virginica
+32,6.201068681525137,2.1922438514586635,4.5107748832285175,1.5000520578504841,Iris-versicolor
+33,6.674497192185945,3.3101626396193318,5.667402145433417,2.0802354851513525,Iris-virginica
+34,7.627811659600157,3.0,6.599377760031389,2.096538636234022,Iris-virginica
+35,5.1002285917420265,3.800040122623739,1.5132480981308993,0.19969522479328944,Iris-setosa
+36,5.396355428897243,3.8999996284407485,1.2843936976570811,0.35586237312615626,Iris-setosa
+37,7.687411314927111,2.605442679375713,6.899998674313319,2.3040721888430395,Iris-virginica
+38,6.0513738186743895,3.0,5.030013932911737,1.7824373448686848,Iris-virginica
+39,6.320292750436638,3.390349424322296,5.590703083684623,2.404286264485463,Iris-virginica
+40,6.686262436869648,3.300228020490559,5.732624975686883,2.4999996270637723,Iris-virginica
+41,5.544189898682951,2.4339433133237645,3.764337696055951,1.0219984552182912,Iris-versicolor
+42,6.023421030919473,3.0,4.56069599634817,1.3794861641106761,Iris-versicolor
+43,5.8829024832994765,3.0,4.2648254371267225,1.4346239311590416,Iris-versicolor
+44,6.314408969114692,2.3467116632084277,4.382808950939503,1.3094005885932118,Iris-versicolor
+45,6.02181267476507,3.4092002763656177,4.529549030018166,1.6068700349635596,Iris-versicolor
+46,4.981485386905476,3.628153611235843,1.401989038587934,0.2002513162486201,Iris-setosa
+47,6.511660571546007,3.0,5.430271877896358,1.8079267605173341,Iris-virginica
+48,4.4,3.243117910589734,1.3040852169135324,0.19369726764630196,Iris-setosa
+49,5.402619915223772,3.4023139275699466,1.5168332462458203,0.3949242551744308,Iris-setosa
+50,6.501972912135185,3.1805790473254927,5.20287596851329,1.9817370966396421,Iris-virginica
+51,7.699966890645726,2.603171746046699,6.9,2.3097631823539078,Iris-virginica
+52,6.326210524352313,3.390335916783431,5.609710592947527,2.403486941192157,Iris-virginica
+53,5.991731123767352,2.7091545380670796,5.061250426140897,1.6023795345737937,Iris-versicolor
+54,5.7671012065118115,2.7018692148758374,5.101643288885474,1.89997053472959,Iris-virginica
+55,4.778225260887259,3.3934024757675982,1.615971029928403,0.1966038533576929,Iris-setosa
+56,6.109267358930482,2.6019839111132015,5.60201589206996,1.415163620641369,Iris-virginica
+57,5.4327593840508,3.397150502707554,1.6468865790763094,0.20065139581626498,Iris-setosa
+58,7.692401443794136,2.9040451011102895,6.655392847952461,1.9976426487557424,Iris-virginica
+59,6.810597864934954,3.1995559371110556,5.859458816448999,2.300321209184546,Iris-virginica
+60,6.47354764502768,2.9420764734663853,4.321136985003973,1.331261796670277,Iris-versicolor
+61,6.695199312826476,3.300127800570643,5.699965798411368,2.5,Iris-virginica
+62,5.034196695895456,3.3712182032788176,1.4996068042969828,0.4238651605603818,Iris-setosa
+63,6.286576955380398,3.3306965026999,4.692531345556754,1.6041800592608595,Iris-versicolor
+64,6.362619548747743,2.9426861784081635,5.564983462792706,1.8130541706174677,Iris-virginica
+65,6.087746606783355,2.6060018687275295,5.5985044788513445,1.3999300289055063,Iris-virginica
+66,7.699837462928544,2.5834945336531905,6.899998782859262,2.29565429207412,Iris-virginica
+67,6.7977835081161535,3.0,5.521422336030762,2.1303327933103953,Iris-virginica
+68,5.205138321550554,3.3899150076629647,1.399058923113579,0.200770727851798,Iris-setosa
+69,5.477468129934812,2.3974800010776707,3.7152046679003226,1.016911621998152,Iris-versicolor
+70,7.7065060662787985,2.564087534873546,6.9,2.3030934997732655,Iris-virginica
+71,5.617875124391981,2.8822077493282143,3.6733485182900676,1.2870246240378125,Iris-versicolor
+72,4.901926774628495,3.091522864429623,1.4890085283614853,0.1,Iris-setosa
+73,6.1287070778060135,2.793332278078529,4.703459228068704,1.1787197977795354,Iris-versicolor
+74,5.034473218948944,3.373997837691382,1.4980296604065182,0.39604172934678195,Iris-setosa
+75,6.473903747013089,3.0,5.843225924192788,2.2041835436837243,Iris-virginica
+76,7.6855816588302295,2.841152616069008,6.6915760894953245,2.00800541624644,Iris-virginica
+77,4.797549975182209,3.0,1.3706547957930075,0.1,Iris-setosa
+78,5.6186370666249115,3.0,4.418677095560942,1.497091014932673,Iris-versicolor
+79,6.910110869447338,3.210188160618868,5.667209530613556,2.309553478445868,Iris-virginica
+80,6.69266996000657,3.092389281893744,4.673206616144627,1.4854452874437707,Iris-versicolor
+81,5.95540884742492,3.2834529953715603,4.41366157495454,1.5450774715133875,Iris-versicolor
+82,6.309641046609865,2.5078628254323516,4.992404097501166,1.9125670860944626,Iris-virginica
+83,5.644794504536072,3.787218922215958,1.5116678173389841,0.30588362845207506,Iris-setosa
+84,5.603239768511887,2.674698360264485,4.480427984478067,1.228990899595882,Iris-versicolor
+85,7.677233926711437,2.7867178188440023,6.675600369938248,1.9819650022958237,Iris-virginica
+86,4.862148839609132,3.0004570311093195,1.4420358254033525,0.10000009738394859,Iris-setosa
+87,5.9823840260041825,3.0,5.0744308997271075,1.8452725901768905,Iris-virginica
+88,4.895746905668362,2.4114641383591944,3.4526992552043843,0.9821714745568599,Iris-versicolor
+89,5.1941002779807,2.679287680197312,3.8257174153584748,1.3845602173233247,Iris-versicolor
+90,6.798025917187879,2.8035818074651564,4.800801576252349,1.405844652687199,Iris-versicolor
+91,5.330393007084156,3.711162386771159,1.5849072457634912,0.19384562214188591,Iris-setosa
+92,6.670531991572934,3.2829196966857177,5.7173173564211,2.5,Iris-virginica
+93,7.202012938556542,2.9304745097016247,6.18062453478627,1.8432257539620827,Iris-virginica
+94,7.0009882676169335,3.1308062583121306,5.437779563248674,2.287825907975716,Iris-virginica
+95,6.7932407433044375,3.1065307617978273,5.131191130626085,2.2474523152261185,Iris-virginica
+96,4.606817760395771,3.393623283980259,1.3712183907503364,0.2885128550343786,Iris-setosa
+97,6.24857850084843,3.311720821595845,4.663155432723408,1.61330515718691,Iris-versicolor
+98,5.791159362193915,2.6963146305846686,4.105150431770379,1.0520405258119587,Iris-versicolor
+99,5.894155828624096,3.0,4.15082005320107,1.497040692934355,Iris-versicolor
+100,5.903474847765428,3.0,4.200858818610359,1.5022083679606184,Iris-versicolor
+101,5.611205497126814,3.0,4.50229313572106,1.5069629749703497,Iris-versicolor
+102,6.507206363616033,3.0,5.7939005399405925,2.2107895740233126,Iris-virginica
+103,6.125168409105259,2.5810784218602913,5.581263956380505,1.4156601352263198,Iris-virginica
+104,4.800743078410989,3.0,1.3987324672186778,0.2991346985009516,Iris-setosa
+105,6.128344414400518,2.582942490684308,5.605050102208733,1.403501637732392,Iris-virginica
+106,4.989200426085974,2.0,3.5343704060026093,1.006220568475004,Iris-versicolor
+107,7.211278804445096,2.804681967745445,6.244607701866021,1.8293102861723507,Iris-virginica
+108,5.883641711018217,3.0,5.101476301537508,1.8054424542364953,Iris-virginica
+109,5.403446110994855,2.3772400630376214,3.5181958076710886,0.9170700625172559,Iris-versicolor
+110,6.02715743788496,2.941462784576066,4.523374384923891,1.4992622765270855,Iris-versicolor
+111,5.202515653321698,2.687296267885442,3.878084218552115,1.3939037599771738,Iris-versicolor
+112,5.4116010402599946,2.6436268291495995,4.3436310815399075,1.3022466770995311,Iris-versicolor
+113,5.600192166059049,2.9056061272383085,3.774139195100158,1.2806222790887065,Iris-versicolor
+114,5.4354183277255315,2.592807061780125,3.7611282749765453,1.3060199599121682,Iris-versicolor
+115,6.400242859922666,3.408869378781779,5.608263775265484,2.306696969070665,Iris-virginica
+116,5.467285926253448,2.3753789858376058,3.640174852544947,0.9449818129110015,Iris-versicolor
+117,5.667063996926423,3.7928024136133924,1.7654604487829038,0.30383777432800574,Iris-setosa
+118,5.5545569024653965,2.6328556942936814,4.446943383928985,1.1777199207700568,Iris-versicolor
+119,5.613036111636247,3.0,4.094377445431094,1.301132417757539,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/20/test.csv b/iris/tab_ddpm/7_3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/20/train.csv b/iris/tab_ddpm/7_3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/20/val.csv b/iris/tab_ddpm/7_3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/21/synth.csv b/iris/tab_ddpm/7_3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46f0464c52a2aa34e5c9e77502e22e5267dfdad0
--- /dev/null
+++ b/iris/tab_ddpm/7_3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.511723773253786,3.1820997162241196,5.137967871172623,2.0142167631794576,Iris-virginica
+1,5.447315100556998,3.39846142623137,1.4918924156021376,0.3670501616937375,Iris-setosa
+2,6.003157927892542,2.6919857017702995,5.0672054407391505,1.5962612636581042,Iris-versicolor
+3,4.4,2.9011196720795867,1.3927866359054355,0.1983115824483908,Iris-setosa
+4,7.70346475289902,2.7756707445519084,6.722651062560985,2.032861100403597,Iris-virginica
+5,7.311675012391681,2.9134219712163953,6.3371518977727,1.8168767401782098,Iris-virginica
+6,4.818758961716805,3.379956010979454,1.56185434155204,0.1973922232708104,Iris-setosa
+7,7.6943254896374125,2.7808961685713616,6.7010352945502465,2.014171133239953,Iris-virginica
+8,5.208879917135195,3.4028336985993364,1.3739562237847849,0.19838524373229402,Iris-setosa
+9,5.366537297921743,3.4047333694296973,1.5852442356484646,0.400532570274592,Iris-setosa
+10,5.70808547343545,2.782096893079047,4.202196522284001,1.1234782503495822,Iris-versicolor
+11,5.821428278562867,2.838525659017737,4.522392465846862,1.2958936288221465,Iris-versicolor
+12,6.85403422704571,3.101905723149283,5.149331360290625,2.2950517080628168,Iris-virginica
+13,5.887835639542276,3.0,5.14523171276487,1.795392208822249,Iris-virginica
+14,6.453513775050829,2.924215085159162,4.308285638029571,1.3199535435897654,Iris-versicolor
+15,6.806947830942286,3.0,5.536752186769008,2.0803675765351866,Iris-virginica
+16,6.809918948207066,2.790196004332264,4.774600066572647,1.3956552014811927,Iris-versicolor
+17,4.8958111321061475,2.40790734331965,3.4349795921267607,0.9542427049232969,Iris-versicolor
+18,4.784375273670699,3.0,1.376331639642954,0.1,Iris-setosa
+19,7.584127985632745,3.0,6.585016034726119,2.0965168020291345,Iris-virginica
+20,4.897560437407377,3.1097016657857024,1.595674944849717,0.1000000992694205,Iris-setosa
+21,6.813999840963335,3.096788414872074,5.118970574297872,2.2762111043869115,Iris-virginica
+22,5.938171835807511,2.9513445937674225,4.4546033363836335,1.5031783891565211,Iris-versicolor
+23,4.791989532548806,3.0,1.3900731599164928,0.29823454070951805,Iris-setosa
+24,5.434640150049544,3.9,1.2990107950373393,0.3921733726771086,Iris-setosa
+25,5.1057443996866185,3.689824186971282,1.5910248265641618,0.4558030891392444,Iris-setosa
+26,4.8980544558637416,3.1052290700143246,1.4922173783563073,0.1,Iris-setosa
+27,6.09153606495692,2.5963844287960534,5.597423590189494,1.3837795264006478,Iris-virginica
+28,6.3244129225140595,3.4008637369342667,5.620144990325069,2.399860247911581,Iris-virginica
+29,5.955814254800591,2.892879421442471,4.550900930327558,1.5156925376450614,Iris-versicolor
+30,4.40000051657725,2.9115709183845984,1.383404064528842,0.1976893421602811,Iris-setosa
+31,5.650196533564449,2.85395399059047,4.4539946456207105,1.3124990265368657,Iris-versicolor
+32,6.300074048844138,3.3968682141079203,5.596949477112684,2.399500443606906,Iris-virginica
+33,4.785718735790709,3.39870297027759,1.707891391466561,0.18466268300788305,Iris-setosa
+34,4.741586266819219,3.4014361450420787,1.4263279496962495,0.29889417129025697,Iris-setosa
+35,5.185580600839089,3.39911729446816,1.367974538598397,0.1985604413965505,Iris-setosa
+36,6.092195270275246,2.7947907934540694,4.695565214797426,1.1843918491003524,Iris-versicolor
+37,5.78894546113305,2.7071998997816706,5.078076745792178,1.9182545043988402,Iris-virginica
+38,5.265263565742723,3.741686566382158,1.6036344812925716,0.2013928359752738,Iris-setosa
+39,7.006006590406618,3.090713360466832,5.77109636167678,2.2273979154185373,Iris-virginica
+40,4.895529516133514,3.0922328079738977,1.4986912724502164,0.10000010182604993,Iris-setosa
+41,6.2862271014767375,2.3077016498874214,4.407420739556198,1.2915838862166342,Iris-versicolor
+42,5.571838738421288,3.7808614153495124,1.5503756935978408,0.28225748403920503,Iris-setosa
+43,5.51514355680307,2.567335459665511,4.302998144616647,1.173566455838803,Iris-versicolor
+44,6.805617220908079,3.0,5.5009928950988405,2.1196396439462246,Iris-virginica
+45,6.38627749510123,2.8844850626494405,4.278152637422744,1.3000158537282414,Iris-versicolor
+46,5.127938630322588,2.4954802205154487,2.9462504028578387,1.0794917639889523,Iris-versicolor
+47,5.112220665892638,3.7940286934827636,1.5893712268573428,0.20268976853852472,Iris-setosa
+48,7.689385801276703,2.80790712585661,6.697346817251827,2.0237665637030946,Iris-virginica
+49,6.295928148224703,2.503273601213752,5.004242270867567,1.9143624092307998,Iris-virginica
+50,4.871963687037633,3.0,1.4005453170823432,0.2024281809568482,Iris-setosa
+51,5.724910703185599,2.902337049049719,4.29054464348322,1.3045280439797127,Iris-versicolor
+52,5.6551274432063146,2.758950002988592,4.471452234291761,1.2930262758916864,Iris-versicolor
+53,6.3137384942981605,3.298666059393916,4.693074272810253,1.5659550839986058,Iris-versicolor
+54,4.602998217410122,3.59154516015132,1.0,0.20448472651203178,Iris-setosa
+55,7.3083457213216025,2.8972331504277573,6.312544908893426,1.769241256500766,Iris-virginica
+56,4.909399114712221,2.3860755956208717,3.2727513123034395,1.0089394407664891,Iris-versicolor
+57,4.507903216066397,2.2885101389747735,1.3115201944602435,0.3723171231229709,Iris-setosa
+58,4.494001402784277,2.3528196848121112,1.2917448426754448,0.2980388764743357,Iris-setosa
+59,5.098021950945697,3.708618842202847,1.4918999541680475,0.396179973203748,Iris-setosa
+60,6.298820322204738,2.5172731820875,5.021973223900543,1.9214220149174064,Iris-virginica
+61,4.893440841735882,3.0,1.4040858170708523,0.2013986405276239,Iris-setosa
+62,5.00573201632361,2.000000778574492,3.5970116855587047,0.9859614708573714,Iris-versicolor
+63,7.710048132267937,2.597502465065356,6.899998444967399,2.301325841633077,Iris-virginica
+64,5.0793347650838445,3.4048071330021754,1.5207921649541312,0.4655113970815117,Iris-setosa
+65,5.528227604403478,2.415649867687934,3.6990645318697886,1.0249803814386198,Iris-versicolor
+66,6.712001690561551,3.2955976719296696,5.711586559266913,2.5,Iris-virginica
+67,5.684996809492559,3.0,4.480876793645285,1.480985058406153,Iris-versicolor
+68,6.063950905783057,3.374149639265168,4.53564990491616,1.6125667069676173,Iris-versicolor
+69,4.9016609841605945,3.094199767718229,1.6091655865653938,0.1,Iris-setosa
+70,5.017771646422365,3.5905561269887554,1.403195404386123,0.20338425309372027,Iris-setosa
+71,5.007321277867748,3.408953083168006,1.8874878679518008,0.36576141208461566,Iris-setosa
+72,6.2677618386711975,2.281574868735197,4.402005872378312,1.3144656494584008,Iris-versicolor
+73,6.277300942718106,3.3807585429477847,5.5929573075234,2.3888385270826262,Iris-virginica
+74,6.199817219165437,3.327609207441379,4.640101620230095,1.6107970053549618,Iris-versicolor
+75,6.0109619874875255,3.0,4.588939592697579,1.3819188605201513,Iris-versicolor
+76,6.676321660564724,3.2853733569872996,5.713493710222469,2.4999994741661804,Iris-virginica
+77,6.983634997902223,3.2350552343288226,5.683794278261275,2.311100358791549,Iris-virginica
+78,7.301299197548887,2.9118530409015615,6.234825209468578,1.793953054361282,Iris-virginica
+79,6.907823680380205,3.1042467460287124,5.077917418093635,2.3057477202352215,Iris-virginica
+80,7.611782312654708,3.0,6.603734563256962,2.088315069642023,Iris-virginica
+81,6.285263511680495,2.9004262742468363,5.574722015554258,1.8372648871378932,Iris-virginica
+82,6.8735193596246065,3.1023209479433675,5.096852839971159,2.275565346776099,Iris-virginica
+83,7.695932867601856,2.6017219901811997,6.899999005542795,2.3086319474490704,Iris-virginica
+84,7.899998570543104,3.7996332577668386,6.329526874974451,2.0123855998962803,Iris-virginica
+85,5.823122243319323,2.697504688286805,5.0791444692729195,1.8942916592263397,Iris-virginica
+86,5.61086586610329,3.0,4.08234716621786,1.2787611946149884,Iris-versicolor
+87,6.2773702042009605,2.3049702311079603,4.392203179545436,1.2844696367162904,Iris-versicolor
+88,5.030270143363627,2.0000010120830676,3.479850121531611,1.0192433405246433,Iris-versicolor
+89,6.804281237154234,3.0,5.429362237004053,2.127511233970411,Iris-virginica
+90,6.391567349299647,2.888705139106979,4.312084935214485,1.297015137575226,Iris-versicolor
+91,4.816890606432237,3.0,1.397103369518217,0.30747024502974474,Iris-setosa
+92,5.208832506978675,2.698648147423515,3.942953140807761,1.4051708230536517,Iris-versicolor
+93,4.898523111657469,3.121688899702634,1.4996656920370426,0.1,Iris-setosa
+94,5.482976302060322,2.4718486771645347,3.759017753027872,1.040105178863946,Iris-versicolor
+95,4.903039441907795,3.1088142165677937,1.690731651384003,0.10000010250754834,Iris-setosa
+96,5.045682448226149,3.4331622628090517,1.479168763015916,0.3796501090931487,Iris-setosa
+97,6.768368556021021,3.1842416907737228,5.952283598977607,2.302221813976381,Iris-virginica
+98,5.467113797510642,2.366190555880716,3.6806203081366977,1.0080766335668154,Iris-versicolor
+99,6.0905007412720344,3.0,4.589897114759971,1.3978619739755338,Iris-versicolor
+100,4.793427283284471,3.0,1.3790314056156752,0.32789759338828156,Iris-setosa
+101,6.713954419626306,2.504324120936053,5.864553459016145,1.7993274744010288,Iris-virginica
+102,6.689203817755941,3.2872667046899844,5.68940175724478,2.5,Iris-virginica
+103,6.320504400906493,3.404918666257796,5.57739127367558,2.3923749226072704,Iris-virginica
+104,6.7995277994177306,3.0,5.515630990309628,2.083341010212879,Iris-virginica
+105,6.297520900236574,2.885878196052966,5.5788656712136415,1.7475635563528862,Iris-virginica
+106,7.332733653735989,2.9033531111230757,6.373089918278471,1.8232747743195163,Iris-virginica
+107,5.382546720364583,3.9,1.2941893899070247,0.3831908825969019,Iris-setosa
+108,7.190250373514336,2.996025586733046,6.089692752341054,2.022358050413116,Iris-virginica
+109,5.627183930263677,2.501490287232434,3.9400234474091276,1.1047043364221552,Iris-versicolor
+110,6.018635151918079,2.698683605289767,5.0734217316631085,1.590619165422744,Iris-versicolor
+111,6.315060170413423,2.429711235048205,4.893480994665114,1.49155909536895,Iris-versicolor
+112,5.386181273295206,3.9,1.3124982456889798,0.4504728800545427,Iris-setosa
+113,5.83652449537959,2.711497403753857,5.098769620376065,1.884582359885676,Iris-virginica
+114,5.901200446180567,3.0,4.22977700161108,1.4961516496483735,Iris-versicolor
+115,5.400875757847551,3.4004022492488746,1.6850881380203502,0.20114695286887657,Iris-setosa
+116,4.523238213468583,2.4096168329833407,1.3112309784035272,0.3053084862524508,Iris-setosa
+117,5.369099862411064,3.386572895629988,1.5054140323889837,0.39882454015949836,Iris-setosa
+118,4.4,2.91682552680912,1.3819917652221738,0.2043301236714214,Iris-setosa
+119,4.797675245903441,3.0,1.3909246405441018,0.2979857538331693,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/21/test.csv b/iris/tab_ddpm/7_3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/21/train.csv b/iris/tab_ddpm/7_3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/21/val.csv b/iris/tab_ddpm/7_3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/22/synth.csv b/iris/tab_ddpm/7_3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7ae943e099a32536686e3df17e9be0822fec358
--- /dev/null
+++ b/iris/tab_ddpm/7_3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.099117618981594,2.5989541795732856,5.594677220350557,1.3975477275134665,Iris-virginica
+1,5.9828631589540375,2.861550589025325,4.543924768023453,1.4944127567593333,Iris-versicolor
+2,5.412986924023113,3.8999995625875723,1.299930847612901,0.5270113083112407,Iris-setosa
+3,5.594293406983476,3.0,4.52315005114973,1.4999865258997727,Iris-versicolor
+4,6.2774292500879,2.3087536604741796,4.373838314252908,1.294595848468627,Iris-versicolor
+5,7.293025807384215,2.8944512749152835,6.281452610847358,1.7937787743156532,Iris-virginica
+6,5.199090608961731,3.7310580661648385,1.568200154958106,0.4032549196935369,Iris-setosa
+7,5.674132616273074,3.7971522539933114,1.7675491428438441,0.33169125973675956,Iris-setosa
+8,6.135670340145341,2.813282977866905,4.694161198256216,1.1906488104188948,Iris-versicolor
+9,6.71827419341852,3.2619008416630666,5.7434938384971606,2.183315552190513,Iris-virginica
+10,6.005512614653094,2.86186716778093,4.560695452458935,1.497816178222968,Iris-versicolor
+11,5.858852061646724,3.0,4.304153874964672,1.4969856268546673,Iris-versicolor
+12,5.702669911819194,2.7905452188624587,4.492557430141814,1.2999518561771883,Iris-versicolor
+13,6.114390463361818,2.6029881378587443,5.6074078510707785,1.3899045839873032,Iris-virginica
+14,5.124160539714366,3.500717558151242,1.3906740353887872,0.32116498658798803,Iris-setosa
+15,5.996785577791687,2.6794971886854544,5.1873351270501535,1.588703963793248,Iris-versicolor
+16,4.8904687397432625,3.0623170429475883,1.4827969695496819,0.1,Iris-setosa
+17,6.7167559937172685,3.095609138066053,4.682696658452501,1.500965601311622,Iris-versicolor
+18,6.588827804082538,3.0,4.389984244895669,1.3946824423074133,Iris-versicolor
+19,5.6273689355481045,2.544462319322642,3.9629767348279827,1.1001038802323844,Iris-versicolor
+20,6.533581135217127,3.0,5.457894309202866,1.8318838733300145,Iris-virginica
+21,5.200293830845198,2.6993305515184822,3.9178482918783937,1.406914193618034,Iris-versicolor
+22,7.582224552103813,3.0,6.572377042693459,2.124439333235224,Iris-virginica
+23,6.5048408721985655,3.181182786297936,5.07413245883143,1.9859427279521993,Iris-virginica
+24,5.2990207904276705,2.4628845379116435,3.391922883587495,1.071173577445645,Iris-versicolor
+25,6.0022389691624065,2.7016013653463076,4.975993153536872,1.5321127812315045,Iris-versicolor
+26,7.3511371945623525,2.899881965819523,6.347149262815119,1.8054848712226619,Iris-virginica
+27,4.802748591442266,3.0,1.368925693311122,0.10000012403750963,Iris-setosa
+28,7.9,3.8014794473473748,6.465668375170528,1.9965701022691187,Iris-virginica
+29,4.595798981181059,3.403539247153652,1.3847534892268363,0.3085828294768527,Iris-setosa
+30,6.6818045403146735,3.091540986053505,4.679024249966858,1.4984548999188572,Iris-versicolor
+31,5.71163809501256,2.7919509313789415,4.5074643680490984,1.320963759895212,Iris-versicolor
+32,6.200831666723537,2.538066547666757,4.996046220420204,1.5239797249067881,Iris-versicolor
+33,5.396855057275581,3.403223728793305,1.6325501505546565,0.20202945936184852,Iris-setosa
+34,6.7222968295333905,3.2871850894328376,5.724069188819455,2.112804328483103,Iris-virginica
+35,4.9789335707660936,2.000000501741925,3.488089864527417,0.9510990244137651,Iris-versicolor
+36,5.592334597837545,2.9057130359868992,3.5641042923250894,1.3044146881295886,Iris-versicolor
+37,7.262641725676433,2.9292140238682407,6.228711572302765,1.8757294794311892,Iris-virginica
+38,6.887596153454729,3.097352940719536,5.091448904103543,2.292555375859767,Iris-virginica
+39,4.915173056611987,3.4641574605521535,1.4654092146314002,0.19892084493921885,Iris-setosa
+40,5.611001971959428,2.5004089721722864,3.925331851585475,1.1011994743486517,Iris-versicolor
+41,5.939306169531187,2.9434050054108964,4.467615023163109,1.4908682492282166,Iris-versicolor
+42,6.673089529767355,3.1065427712294427,4.7002568721745295,1.50907199401439,Iris-versicolor
+43,6.061080578589064,2.9982548518547305,4.59025455701671,1.3647348279720952,Iris-versicolor
+44,6.008233120318146,2.708911429101686,5.0906281082416305,1.5859988186843414,Iris-versicolor
+45,5.747744819262411,2.900050126110118,4.254479394527989,1.3048450045981155,Iris-versicolor
+46,5.395835528446226,3.400871459125132,1.7091110135698293,0.20074222375240394,Iris-setosa
+47,6.204577676447298,2.2166371672760823,4.51738649371843,1.483194512949354,Iris-versicolor
+48,6.308309903493228,2.470138276817059,4.889857366595138,1.5000327158308768,Iris-versicolor
+49,6.106948005552835,2.603405262918337,5.584736827500674,1.3911702178316527,Iris-virginica
+50,6.027938041789539,3.38546475670334,4.537569249451121,1.5985065724923229,Iris-versicolor
+51,6.28575495696051,3.3927867514533703,5.625060108555548,2.3952082371138843,Iris-virginica
+52,6.02648002561013,2.235897204222121,5.043773845368353,1.5226439302660868,Iris-virginica
+53,4.977653056756744,3.396658742888643,1.9287885593060468,0.3804440229878651,Iris-setosa
+54,5.201696188166765,3.3851548258893347,1.3810327868453434,0.19759932961571075,Iris-setosa
+55,6.00717403491975,2.1966935993820673,5.0092154879907556,1.5084373484993405,Iris-virginica
+56,5.933264892586119,3.0,5.107528838301261,1.8149978936885898,Iris-virginica
+57,4.900297194354644,3.0,1.3977521531968937,0.19864686363178768,Iris-setosa
+58,6.001010381139939,2.920519721944009,4.465469835363475,1.399455933139697,Iris-versicolor
+59,6.67436310961367,3.323857637845171,5.69481164408404,2.4999996257650197,Iris-virginica
+60,6.25141740046109,2.791793002648971,5.504815768459757,1.8030445627096627,Iris-virginica
+61,5.638177044807845,3.0,4.049048413909521,1.3153304249617825,Iris-versicolor
+62,5.102264706444471,3.7977170717978668,1.498168138057528,0.20221041885734206,Iris-setosa
+63,7.6970402252751375,2.5976488021546853,6.899998848346498,2.3008484451808426,Iris-virginica
+64,6.707591201470041,3.302705378584587,5.712027863711933,2.0915480885128446,Iris-virginica
+65,6.289299724291323,2.47289851678317,4.985910143152598,1.912180639130633,Iris-virginica
+66,6.670665186864833,2.491433575146036,5.792986981096588,1.7695397048086565,Iris-virginica
+67,5.9929381887935325,2.6948223886150857,5.099776846164561,1.5904231296397793,Iris-versicolor
+68,4.616460753658956,3.4075280104467156,1.403822595889559,0.3405852934828612,Iris-setosa
+69,5.414919479298432,3.9,1.2998726520169321,0.3709436685298849,Iris-setosa
+70,6.209529279056858,2.543188349245224,4.998250760335779,1.511852623215224,Iris-versicolor
+71,4.506698274525857,2.3392597044362455,1.2973563945579043,0.3083269559227857,Iris-setosa
+72,6.275060080337692,2.9130346814768617,5.625725410538597,1.8004571703350758,Iris-virginica
+73,4.4,2.9559798383122886,1.359301654753633,0.19755352347596525,Iris-setosa
+74,5.521111013979792,2.433628412999957,3.735074057998003,1.019854446907847,Iris-versicolor
+75,4.8149563776923365,3.0,1.4009277486384693,0.10000010221992708,Iris-setosa
+76,6.789716914298069,2.801233017203064,4.8195518352698,1.3945989691714733,Iris-versicolor
+77,6.886820912852206,3.171972269323061,5.923249039854624,2.2796716326406288,Iris-virginica
+78,5.353289954249317,3.4017012655891437,1.585192751372352,0.3344894686332263,Iris-setosa
+79,4.4,3.193577204469037,1.2726756099531265,0.19812819918115093,Iris-setosa
+80,5.016866420865342,3.58578516780305,1.4016657188749284,0.2006247179502516,Iris-setosa
+81,5.438774847306835,2.7055354420182827,4.388483141620673,1.3253353654842162,Iris-versicolor
+82,6.803744521248767,3.2005061774037227,5.7990502594210795,2.3168554737574576,Iris-virginica
+83,4.840400807615751,3.44502053614048,1.432109395604637,0.2043138601015846,Iris-setosa
+84,6.481841122908351,2.581356489078398,4.873747535980668,1.459295505268315,Iris-versicolor
+85,7.8999985472388605,3.785016525643627,6.406934324479207,1.9930714629324,Iris-virginica
+86,5.747854718447626,2.8455179474004204,4.167310699054411,1.2378948985820948,Iris-versicolor
+87,6.921413512981622,3.2132503438440447,5.728701395319055,2.2968085400420515,Iris-virginica
+88,6.718371118684795,2.505818412831849,5.828925278230997,1.8062693665741565,Iris-virginica
+89,5.639476806372021,2.898945551300475,3.7598179700517953,1.3016057808286525,Iris-versicolor
+90,4.8193806400549954,3.0,1.3766210999994641,0.1,Iris-setosa
+91,6.7089508339422865,3.111441390223726,4.7049255589886885,1.5005486931567273,Iris-versicolor
+92,5.88756271108773,3.0,4.185204259569975,1.5000397239998733,Iris-versicolor
+93,4.5044732801751435,2.3222711057867484,1.2913765381071198,0.3977869988923035,Iris-setosa
+94,6.46439643444334,3.0,5.509228300279459,1.8034645766036759,Iris-virginica
+95,5.7791141864634,2.6535940645396314,4.081795799120676,0.9572203937827559,Iris-versicolor
+96,4.849820216769206,3.0,1.4020149338613377,0.23618142126774472,Iris-setosa
+97,5.113208036163231,3.746806218045995,1.4901217577104997,0.2078124939802303,Iris-setosa
+98,6.819424255487559,3.0,5.57604293042771,2.152945507783862,Iris-virginica
+99,5.878880434349336,2.9180294368805715,4.494260716258678,1.3227285150656893,Iris-versicolor
+100,6.837860784194422,3.0,5.4632160258951,2.137975152112114,Iris-virginica
+101,4.799171601700383,3.0,1.400107704490952,0.1,Iris-setosa
+102,4.605473303741418,3.578284055770435,1.0,0.20837174087065372,Iris-setosa
+103,5.891356694174378,3.0,4.2184106442653295,1.502325000808329,Iris-versicolor
+104,5.4081457597461515,3.9,1.305441394843048,0.3070009266526735,Iris-setosa
+105,5.68618707463608,2.799814354590622,4.4990399942668455,1.2861603717713075,Iris-versicolor
+106,6.310841214941531,2.4734593917599352,4.897843032693539,1.4960335222321102,Iris-versicolor
+107,7.618070415851551,2.773354637609431,6.640863527815519,1.987752865131784,Iris-virginica
+108,5.5989885183398,2.933742826741934,3.7282449871501644,1.300595132122278,Iris-versicolor
+109,4.953095278857857,2.4052549669293968,3.250955954628938,1.038401717321144,Iris-versicolor
+110,6.528340521460475,3.0,5.8128623731714555,2.217231615016826,Iris-virginica
+111,4.597685502764292,3.6135498047886876,1.0,0.20361519352934282,Iris-setosa
+112,7.284352735016694,2.904755714855031,6.326008950246133,1.8049463166580813,Iris-virginica
+113,6.874923942181312,3.1903560790022785,5.753341066572832,2.290320167494895,Iris-virginica
+114,7.899998507440172,3.8028068054588005,6.350413791122996,2.0207831886843493,Iris-virginica
+115,6.911588407280992,3.174580183019179,5.647830506266059,2.2939568822671523,Iris-virginica
+116,6.668793857907069,3.3259712941130033,5.714006158475686,2.107361332286496,Iris-virginica
+117,5.5080015069440025,2.6194994582376343,4.4206081696656385,1.2120702631132267,Iris-versicolor
+118,6.2862113840914935,2.906948645619967,5.598221498613985,1.7964236435378755,Iris-virginica
+119,4.904281568686773,3.0943707589335925,1.4982383607755885,0.10000009396693964,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/22/test.csv b/iris/tab_ddpm/7_3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/22/train.csv b/iris/tab_ddpm/7_3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/22/val.csv b/iris/tab_ddpm/7_3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/23/synth.csv b/iris/tab_ddpm/7_3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d57d44389c4122e05b8395ba5c55c07cae0a1e9
--- /dev/null
+++ b/iris/tab_ddpm/7_3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.312671411957439,2.4968786046637454,4.896530744003687,1.5026570088619025,Iris-versicolor
+1,6.614987848757381,3.0,4.391304812110832,1.4028764466746766,Iris-versicolor
+2,6.232238781829458,3.3451717122354556,4.626300839239176,1.6132483183106434,Iris-versicolor
+3,5.23150422716538,2.5054365581076543,3.2826525888325655,1.1296826278854328,Iris-versicolor
+4,7.6384289405386925,3.0,6.63900011641347,2.0848232416877743,Iris-virginica
+5,5.912780165272289,3.0,4.191709450317512,1.5089423182247903,Iris-versicolor
+6,5.688237983967546,3.7969294209028783,1.6852222386158817,0.2954336991427929,Iris-setosa
+7,6.311940432777312,3.3860709637748307,5.597441876932438,2.391942108158579,Iris-virginica
+8,5.985625732431576,2.19563161283194,5.076987422250423,1.4941740578390477,Iris-virginica
+9,4.96952220343923,2.0,3.516284322152252,0.8944941815156338,Iris-versicolor
+10,5.368609417211232,3.3879326348488106,1.4957350502709361,0.4166378794494227,Iris-setosa
+11,5.601615220352852,3.0,4.554708630086439,1.4971592336797606,Iris-versicolor
+12,5.538107103365624,2.4180661039063045,3.725654228646805,1.0289043949479304,Iris-versicolor
+13,5.109269056476929,3.503345060016555,1.4082516813130284,0.1990679386173434,Iris-setosa
+14,6.7848710928200955,2.788319778388864,4.787240630442845,1.4026439439440317,Iris-versicolor
+15,6.737955414820152,2.513307231170748,5.86035195721276,1.8101366252508446,Iris-virginica
+16,6.693454546529257,3.298087468738294,5.691119400010235,2.097080510827064,Iris-virginica
+17,4.4,3.2192545914512016,1.2894542060541045,0.19891186354089402,Iris-setosa
+18,6.698948234647679,3.0637153814644336,4.684385572716903,1.500499982192369,Iris-versicolor
+19,6.699618955970803,2.5015669662787574,5.782127447778652,1.8008221394151118,Iris-virginica
+20,6.800985374578586,2.8060237337495675,4.791553736001037,1.4027608284157884,Iris-versicolor
+21,5.875206947713127,2.91003595316819,4.404774479900232,1.4232444749887032,Iris-versicolor
+22,4.89343561896021,3.0,1.4010189475471402,0.20687113680314728,Iris-setosa
+23,4.400000509305338,3.212361326154955,1.2845032534427612,0.19208826490437753,Iris-setosa
+24,5.111824919709516,2.4980625646257755,2.996086226022366,1.1191601346297941,Iris-versicolor
+25,6.680383715575889,3.2917443884696405,5.699221554876024,2.0923875394839233,Iris-virginica
+26,6.704226819175571,3.115527435297554,4.662461038051758,1.4911328847087753,Iris-versicolor
+27,6.790011930696447,2.8054832821731157,4.772696639660685,1.395340018357391,Iris-versicolor
+28,6.28832110692024,2.4976478459673515,4.855823977243168,1.5019043686319191,Iris-versicolor
+29,7.8999988435707635,3.795215377030116,6.401739951349418,1.976510876558983,Iris-virginica
+30,4.4,3.192265724681768,1.2919159771675588,0.2048818096212608,Iris-setosa
+31,5.093012225801522,3.4969964317143294,1.3815410633439873,0.2009848639844522,Iris-setosa
+32,4.4,3.223587982690164,1.3299082480021842,0.20779813979015954,Iris-setosa
+33,6.7125581504655045,3.074705759071092,4.622273178043352,1.4785033040250841,Iris-versicolor
+34,6.703322664087602,3.2997304160797287,5.70197568651274,2.5,Iris-virginica
+35,6.901759654105041,3.1119513999294734,5.113049083044219,2.3058450427856823,Iris-virginica
+36,5.628476610492624,3.0,4.488889336999233,1.4991465653610763,Iris-versicolor
+37,4.592815710452519,3.6068457875838607,1.0000003893518057,0.19953535278296086,Iris-setosa
+38,7.598265242282064,3.0,6.573962008602699,2.1046817766090005,Iris-virginica
+39,4.8945647142633835,3.081643000526433,1.496786848090444,0.1,Iris-setosa
+40,5.405985946604604,3.9,1.275189262978627,0.3451844588402917,Iris-setosa
+41,5.692881894952604,2.777124916362306,4.507143035634974,1.2974874478480238,Iris-versicolor
+42,5.651083187823503,3.7976468587781906,1.6760197817083493,0.2975559949515718,Iris-setosa
+43,5.409455444371757,3.899999616634289,1.304383493309815,0.4208595480641104,Iris-setosa
+44,4.999313405909379,3.589694453528011,1.4030554220197915,0.1996041096148608,Iris-setosa
+45,5.913726047022836,3.0,5.167905628674791,1.7865965335274405,Iris-virginica
+46,6.236493025352478,3.3086016876286672,4.658810488161106,1.608393629207667,Iris-versicolor
+47,5.596336288508093,2.886313849161656,3.5920888585072603,1.2782651668599516,Iris-versicolor
+48,4.5015260687389915,2.320627916077106,1.3103917624746795,0.31777044832823464,Iris-setosa
+49,6.6900628692132695,3.061812442443646,4.65307129376428,1.4788475772975795,Iris-versicolor
+50,6.003788892859507,2.8657229361790484,4.507311199015012,1.4994248147527978,Iris-versicolor
+51,6.32245983688056,3.391994969670461,5.599466681135424,2.399149231287326,Iris-virginica
+52,6.096805360019268,2.6167840144004173,5.5987942242312245,1.4000118643638424,Iris-virginica
+53,4.501967975924492,2.2968675265584513,1.2894248368520076,0.29986061251544815,Iris-setosa
+54,6.707891810073595,2.4541562888248376,5.885576367563907,1.8039355149819214,Iris-virginica
+55,6.237847774367946,3.400398443619663,5.592815966554142,2.3906317452688666,Iris-virginica
+56,5.9843262262967905,2.2120381863211622,5.049519287393862,1.4946858406723604,Iris-virginica
+57,4.599720872675755,3.398885209130448,1.4002380306363438,0.3229270724665648,Iris-setosa
+58,4.502214973751362,2.3230313611816094,1.2936555092632416,0.2977694998822537,Iris-setosa
+59,6.173309038186996,2.2134438674945383,4.4915442111233,1.5098581869547516,Iris-versicolor
+60,6.6977987120440545,3.2976227252209545,5.689735134403379,2.4999995975387646,Iris-virginica
+61,6.0306996479947,2.713631222017467,5.112737905991498,1.6160182751443446,Iris-versicolor
+62,7.3070549444609,2.9080696993113597,6.245122433897837,1.762925396757023,Iris-virginica
+63,6.689127166706114,2.5014551885234773,5.7770997424241175,1.795709504101883,Iris-virginica
+64,6.312491278865499,2.5083309932491105,4.905219093613724,1.5147245437407424,Iris-versicolor
+65,6.105349084372584,3.0,5.07517554720997,1.8380229688574776,Iris-virginica
+66,5.110809960234142,2.491409990651742,2.82741046938178,1.0837896035681966,Iris-versicolor
+67,5.09381979376259,3.7993903432817118,1.554166219615961,0.2024836280140619,Iris-setosa
+68,7.7041533317989845,2.6165193411418413,6.9,2.2998713729389912,Iris-virginica
+69,5.0049768696250725,3.6084608058287184,1.3960412838311835,0.20375164175877847,Iris-setosa
+70,7.738888868303865,2.5769072973875775,6.9,2.3079058089797715,Iris-virginica
+71,5.999174480898281,2.214627945682978,5.038481794018784,1.5123318012084288,Iris-virginica
+72,6.015958948858373,2.864422604710699,4.583659166940852,1.5023471026914956,Iris-versicolor
+73,6.0361839662273855,2.991133239596626,4.493114098749532,1.3747148216876106,Iris-versicolor
+74,4.893259979502929,2.378018825450289,3.375796217780354,1.0320780479659974,Iris-versicolor
+75,5.773995638646457,2.7917532774654146,4.529029824061649,1.306543158653467,Iris-versicolor
+76,6.801897330251177,3.188560053556401,5.85285533561076,2.3082013391636464,Iris-virginica
+77,4.4000004913628965,2.880545996760216,1.3802562965502698,0.20382379219654273,Iris-setosa
+78,6.434404680341194,2.911283222842855,4.3138289412329875,1.3100846040333245,Iris-versicolor
+79,5.918291779484313,2.9162962120587044,4.529136223976016,1.4837975671180876,Iris-versicolor
+80,6.012859976735592,2.8963213780151253,4.609752412263772,1.506783999253517,Iris-versicolor
+81,6.094237729878147,2.5949373522363817,5.596726536987731,1.404746200499477,Iris-virginica
+82,7.171059525077634,3.0,6.128209911016532,2.0682023798111944,Iris-virginica
+83,5.524434360863088,2.571443309122055,4.319672731587294,1.2059220486672309,Iris-versicolor
+84,5.563965430916765,3.0,4.118485273843385,1.2912712443434522,Iris-versicolor
+85,6.71120517087344,3.291024017321425,5.673873338200984,2.11610027531545,Iris-virginica
+86,4.783640192469331,3.0,1.3985282692749863,0.29501397996735856,Iris-setosa
+87,4.8039742786242865,3.39729875587823,1.5191506860279331,0.19969577235433544,Iris-setosa
+88,6.276733870593633,3.3010844056711606,4.717193707732226,1.6091587254079778,Iris-versicolor
+89,7.641145223584698,3.0,6.639137952634952,2.0773915989674534,Iris-virginica
+90,6.706382722510661,3.3120729849116475,5.716024403116166,2.49999944747018,Iris-virginica
+91,6.723181472573549,3.0,5.755181110812413,2.0959260216024327,Iris-virginica
+92,5.990006808519125,2.901567103888257,4.50489357576507,1.4978735786958413,Iris-versicolor
+93,5.981142896486782,2.200326944325655,5.072438304723627,1.4962693791228248,Iris-virginica
+94,5.116341997117775,3.7071137446768634,1.4998608294687201,0.4611506753104422,Iris-setosa
+95,4.597711585848672,3.3842751543977796,1.3928805562949638,0.29747124790570645,Iris-setosa
+96,5.660578151902329,2.9227461143881572,4.080839636872901,1.2674041700980925,Iris-versicolor
+97,5.6065774429921,2.6944176409180596,4.4712302838593105,1.2606565763631903,Iris-versicolor
+98,7.680539262448088,2.6122513152789537,6.899998817028859,2.306687199652117,Iris-virginica
+99,6.2586845864979574,2.6533684375528424,5.377430374563286,1.7807576337516,Iris-virginica
+100,6.704531422285468,3.3218339806358474,5.7002038263841595,2.093424390716928,Iris-virginica
+101,7.1886488065940854,3.0,5.977835964455778,2.162601381286051,Iris-virginica
+102,7.045023511585792,3.0,5.785559818437728,2.07667865672069,Iris-virginica
+103,6.01834011659479,2.973344934093128,4.580072330649678,1.387533888788833,Iris-versicolor
+104,5.148677609579062,3.715184371502957,1.5678630293304305,0.3603123517121187,Iris-setosa
+105,6.722918971277272,3.271172866529506,5.717210803107835,2.1038590099039,Iris-virginica
+106,6.735821924127639,3.357072676382826,5.7132032018606616,2.5,Iris-virginica
+107,4.400000545310314,3.2010545207441616,1.303375717730879,0.20434320427163105,Iris-setosa
+108,7.721543983430028,2.7892708647668583,6.719812253048656,2.0113403106890124,Iris-virginica
+109,6.137925066172213,2.608562379696659,5.609363433832008,1.4081300630629825,Iris-virginica
+110,5.200060092741898,3.409080271974946,1.401271680685021,0.2020593974094242,Iris-setosa
+111,6.3129217488897496,3.30614999739609,4.696373763110019,1.5995139360186421,Iris-versicolor
+112,5.218474147634249,3.413026816440889,1.402433163150495,0.20026027135662894,Iris-setosa
+113,6.010551484852765,2.7064741670743926,5.0957736680651555,1.5998655131838084,Iris-versicolor
+114,6.887089440123616,3.104860114277478,5.146322587147102,2.294210140794425,Iris-virginica
+115,5.322855319772535,3.4073190690902946,1.4983988048508947,0.20225869474621846,Iris-setosa
+116,5.775059145329617,2.7169078391445627,5.018443733089858,1.9017630515911115,Iris-virginica
+117,5.6871102731044,3.783127102591536,1.682521299194087,0.28468719823344557,Iris-setosa
+118,4.932314353204032,2.425555093787827,3.241782418125828,1.0595706384544366,Iris-versicolor
+119,5.645065552252813,3.0,4.459196760654501,1.4949278849737608,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/23/test.csv b/iris/tab_ddpm/7_3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/23/train.csv b/iris/tab_ddpm/7_3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/23/val.csv b/iris/tab_ddpm/7_3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/24/synth.csv b/iris/tab_ddpm/7_3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90786f3326ce10ed51beb0bdd95741cd6fddd030
--- /dev/null
+++ b/iris/tab_ddpm/7_3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.594275728377995,3.4077111023785287,1.4028067297130287,0.2965085658035774,Iris-setosa
+1,5.696976727863434,2.7948927606911718,4.501057967609698,1.3010233744984996,Iris-versicolor
+2,6.858118238636466,3.171922178174303,5.664687224830582,2.289168498215533,Iris-virginica
+3,6.676654501833173,2.480409432335259,5.763130779984588,1.7831666341739414,Iris-virginica
+4,5.604210540708737,3.0,4.488116739257298,1.4972752500313051,Iris-versicolor
+5,5.037739324572659,3.5347339381116667,1.4000651107598712,0.19901667123180075,Iris-setosa
+6,6.006915838414824,2.200490067686074,5.0105336432159016,1.4980871946424847,Iris-virginica
+7,7.89999901544546,3.805271494261005,6.430346963085617,2.005569163679992,Iris-virginica
+8,6.7979209051604705,2.805208659049471,4.768482224044773,1.401992426395532,Iris-versicolor
+9,5.710150905993109,2.91536803249152,4.228620133621926,1.3021841883157117,Iris-versicolor
+10,5.538457104532517,2.448195286460931,3.79174149069303,1.040608789696091,Iris-versicolor
+11,5.600638985597751,2.910855968724681,3.634907702006506,1.295596491510895,Iris-versicolor
+12,6.09281228383638,2.7849382033185517,4.725372748531318,1.2072074059170699,Iris-versicolor
+13,5.660596865138414,3.0,4.064976006281083,1.3069240610142376,Iris-versicolor
+14,7.451269993887352,3.0,6.45897008130597,2.091325120649744,Iris-virginica
+15,6.047181521556958,3.0,4.60102741493173,1.3924571761258806,Iris-versicolor
+16,7.526277938848035,3.0,6.527310386912895,2.0753404383683938,Iris-virginica
+17,5.759397377655287,2.688665473696015,4.101434738541668,1.0013994937398978,Iris-versicolor
+18,5.370628722687132,3.402377562791553,1.6870560570030066,0.2042118737804534,Iris-setosa
+19,5.898506083045712,3.0,5.113726480747455,1.7922422266672868,Iris-virginica
+20,4.4,3.207976037366044,1.2990231487133446,0.19762154106910418,Iris-setosa
+21,5.791478716623488,2.6935380795090462,5.094764918022965,1.8935585096906027,Iris-virginica
+22,6.698507595759497,3.09760638842163,4.693647065090934,1.4969455138838126,Iris-versicolor
+23,4.4,2.8247417347644834,1.4035276936769363,0.200529396377378,Iris-setosa
+24,5.337520462568502,2.419656212871624,3.4908568957171746,1.0469604725522599,Iris-versicolor
+25,5.102581831591246,3.4973517439123523,1.4006945536596351,0.19910946791598993,Iris-setosa
+26,4.899341536030714,3.0,1.380538317071425,0.1986467006799344,Iris-setosa
+27,5.299098094229167,3.6851615457679268,1.5022170646401185,0.19915905559631814,Iris-setosa
+28,6.7967022300222935,3.199519249047821,5.836867724058303,2.2753624455343835,Iris-virginica
+29,4.4,3.2248870738991946,1.2849018978715105,0.20321659637135744,Iris-setosa
+30,5.106991010775612,2.5622592085317133,3.2862928338854904,1.2811039452436965,Iris-versicolor
+31,4.821427182679696,3.0,1.403071682215109,0.1,Iris-setosa
+32,6.843853199427634,3.196587217499624,5.744186394603012,2.2641631738886825,Iris-virginica
+33,5.079722672445272,3.7861820088803166,1.4926887081880416,0.20308883768691569,Iris-setosa
+34,6.711599623403402,3.307458657142263,5.723315047691746,2.5,Iris-virginica
+35,5.607713055997064,2.9487444569078347,3.9056337166242288,1.300891698339479,Iris-versicolor
+36,5.623769646014216,2.512804667158912,3.9063801353521272,1.0950105344310301,Iris-versicolor
+37,5.369808002179871,3.899999567969292,1.2840953866875542,0.41573903087136127,Iris-setosa
+38,5.911027765853207,3.0,4.166270963945921,1.5165436057604593,Iris-versicolor
+39,5.985343062613945,2.6833118667655387,5.144545214173141,1.611825514253793,Iris-versicolor
+40,7.332671635564587,2.9082254319462555,6.321510838707039,1.7931855449767682,Iris-virginica
+41,6.3381809381842995,2.918232578034788,5.5897345520420325,1.801954684494775,Iris-virginica
+42,6.118816180756909,2.6120331853869563,5.589315804643085,1.406161000657246,Iris-virginica
+43,5.490533174109442,2.423718231447526,3.6962262191858106,0.9607913233010388,Iris-versicolor
+44,5.00705133580607,2.0,3.4484345155378024,1.0363433644301168,Iris-versicolor
+45,5.889583341874281,3.0,4.184361126907159,1.5163702300919275,Iris-versicolor
+46,5.3839563359430995,3.40705487266129,1.5914326940958563,0.3466730996536463,Iris-setosa
+47,4.4000005216170495,2.974897050316724,1.3692518665014615,0.20205777557734894,Iris-setosa
+48,6.122414273406077,2.602457518610613,5.592009578620349,1.4009358497797029,Iris-virginica
+49,7.686442530722309,2.601309435768014,6.9,2.294168773238403,Iris-virginica
+50,6.302473286675127,2.505733981593236,4.949897814241523,1.4963205959926713,Iris-versicolor
+51,4.603758382332995,3.5886834640610923,1.0000003975278127,0.20483494677959377,Iris-setosa
+52,5.084122698683462,3.4969811364045507,1.3803981446567968,0.3222839455839955,Iris-setosa
+53,6.935654106495187,3.112809372077371,5.088501519988204,2.3080096736372,Iris-virginica
+54,6.271562556058963,3.2861043050808343,4.689697998242103,1.607327701697133,Iris-versicolor
+55,6.891832100164311,3.1972873455069983,5.725424681668813,2.2881590096374,Iris-virginica
+56,5.548454523394639,2.4542003221806072,3.860686465157181,1.0498374233080683,Iris-versicolor
+57,5.691829519999159,2.7939996348757865,4.429388072924971,1.2836905414085287,Iris-versicolor
+58,6.086769433137578,2.535426061282441,5.48455173931597,1.4311540538407121,Iris-virginica
+59,6.005315767260893,2.6988745389297324,5.125115997195594,1.6024055083150295,Iris-versicolor
+60,5.099217113912137,3.495085999676204,1.3882556554955037,0.20046031686711527,Iris-setosa
+61,6.694990860035709,3.1165164417333844,4.701438237656463,1.50841169714787,Iris-versicolor
+62,5.21175367557963,2.448312729418234,3.261302196540364,1.0808696069938981,Iris-versicolor
+63,6.630363851495855,3.159185179985054,4.7528754935985145,1.5190274889491144,Iris-versicolor
+64,4.869626672976983,2.4294194955657127,3.25087590696781,1.0003506373911224,Iris-versicolor
+65,5.996979889107349,2.9759820658070986,4.367870170769109,1.4322203345543174,Iris-versicolor
+66,4.89982550792901,3.111674197276501,1.4933718803119262,0.10000011437944409,Iris-setosa
+67,5.593257771039543,2.4559892273010377,3.8425290985551506,1.1065652629829803,Iris-versicolor
+68,6.723443062078727,3.1005826672245216,4.701277537768763,1.502209713864318,Iris-versicolor
+69,4.899257790135467,3.0,1.396320389176414,0.19670610782203776,Iris-setosa
+70,5.5504849792282585,2.44072944499729,3.845970087774739,1.0254416245199374,Iris-versicolor
+71,4.946723594423396,3.3014211932039474,1.479442867816819,0.3891649893981288,Iris-setosa
+72,5.489428508634484,3.7677486246418574,1.574619824778988,0.3777154127983309,Iris-setosa
+73,6.67764939051461,3.296985486976477,5.680601413796919,2.5,Iris-virginica
+74,7.899999012004463,3.79485502211067,6.42015041806874,1.9940845664572668,Iris-virginica
+75,6.226891694933454,2.867104275686142,5.584308299503415,1.8020386920181706,Iris-virginica
+76,6.668717069565269,3.308136728125201,5.677090794061626,2.096568895874812,Iris-virginica
+77,6.0249309405753415,3.391320211085844,4.50622902071994,1.600637204021429,Iris-versicolor
+78,5.184232893754858,3.4019389000948617,1.4011152758675174,0.20395094424859136,Iris-setosa
+79,6.481233232239777,3.0,5.79663771752205,2.1960602778065406,Iris-virginica
+80,4.400000478667246,2.907597622794602,1.3974497923838927,0.19491002973474614,Iris-setosa
+81,6.7983163799972335,3.1972041240519995,5.969108015270371,2.2985952332637245,Iris-virginica
+82,4.998839941847051,3.3948228043684465,1.6551111381025876,0.3717271221075675,Iris-setosa
+83,5.54902650350598,2.4755629732273805,3.7069759242210836,1.0851557201223998,Iris-versicolor
+84,5.8987412820639005,2.641385289913699,5.068013103334482,1.902312153525169,Iris-virginica
+85,5.5194279300085975,2.412585127661021,3.7070560066951397,1.05229200892909,Iris-versicolor
+86,4.795575039891731,3.4006055770376524,1.496403332466123,0.19651345647159532,Iris-setosa
+87,5.194707547850808,2.6989877542781864,3.9774936033937767,1.4029829524398145,Iris-versicolor
+88,5.583422613232003,3.0,4.04933454764326,1.2915005421843275,Iris-versicolor
+89,6.218257107693739,2.198455423757479,4.484775837821699,1.5047002116313923,Iris-versicolor
+90,6.180505506536748,2.603833678241171,5.05642079136348,1.5257396797742033,Iris-versicolor
+91,5.112169245938846,3.4938070743553,1.4041324388995793,0.2912241817731363,Iris-setosa
+92,6.917182186364673,3.0123882776509054,5.297251868226445,2.2314503939959858,Iris-virginica
+93,5.3882926402483475,3.383066481166018,1.4995552502527794,0.3729160044095735,Iris-setosa
+94,6.286485570851172,3.3774027146931678,5.6046661904650374,2.385510154713259,Iris-virginica
+95,5.2363099941886935,2.7176853690276963,3.6981901563841144,1.4068919634852235,Iris-versicolor
+96,6.484679003213577,3.184225462386767,5.104729070314875,2.0084987871307853,Iris-virginica
+97,5.030426598632797,3.3893868364257753,1.513636358021318,0.402178390662436,Iris-setosa
+98,5.200529929899553,2.7048079112653616,3.8595933103277638,1.3906277779282818,Iris-versicolor
+99,6.696775286698884,3.2860909049425686,5.684889646863445,2.5,Iris-virginica
+100,5.384420520257425,3.4010096963232357,1.7542281026688278,0.20169689289353623,Iris-setosa
+101,7.293297766936505,2.903618760044111,6.397374800959266,1.7985707095890437,Iris-virginica
+102,4.792190295407128,3.348260912870377,1.491709020245285,0.19821767511797939,Iris-setosa
+103,6.540210968961022,3.0,5.330195368579493,1.9290485813392488,Iris-virginica
+104,7.712216579200297,2.6108006806423676,6.9,2.299253023223736,Iris-virginica
+105,6.519828637653166,3.0,4.344951714758172,1.3612012352839815,Iris-versicolor
+106,6.4888421457121455,3.0,5.79122530212397,2.204199312812457,Iris-virginica
+107,6.18319873769736,2.2035743465322715,4.491382742379518,1.4849220608346057,Iris-versicolor
+108,6.7075782253620595,2.4954405183461175,5.795184865135986,1.8388742927579675,Iris-virginica
+109,4.998185546837898,3.4058203344319753,1.701030237331448,0.41080422206300193,Iris-setosa
+110,5.127187110912164,2.505053713752908,3.0074941294524296,1.0633327416015164,Iris-versicolor
+111,5.876391303212443,3.0,4.194386533062878,1.4922245021706109,Iris-versicolor
+112,7.695510448961227,2.6045745159019678,6.899998679950542,2.284993070537463,Iris-virginica
+113,4.899169699111932,2.367657919506322,3.25470720529845,1.0028004063792697,Iris-versicolor
+114,4.4,2.8902073747649033,1.404977791449709,0.20001779713444848,Iris-setosa
+115,5.526887036657371,2.631926033322194,4.438317926984951,1.1982023983260577,Iris-versicolor
+116,6.010668571900128,3.40464984180171,4.511584824039551,1.5939475241205392,Iris-versicolor
+117,4.4,3.205931893478011,1.3147147354087314,0.20629415922871375,Iris-setosa
+118,5.219835918583925,2.48432474295919,3.3164541900594298,1.105587433116574,Iris-versicolor
+119,5.60740891134805,2.68962960270591,4.4597927032867615,1.2364604294304766,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/24/test.csv b/iris/tab_ddpm/7_3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/24/train.csv b/iris/tab_ddpm/7_3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/24/val.csv b/iris/tab_ddpm/7_3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/25/synth.csv b/iris/tab_ddpm/7_3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d473feb9d8696326960a87c39c343146583f8d2e
--- /dev/null
+++ b/iris/tab_ddpm/7_3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.415799855108007,3.3880961276822115,1.783060091312676,0.19234393096776997,Iris-setosa
+1,6.222327897091026,2.1412832163308115,4.534124357095484,1.5133775153107156,Iris-versicolor
+2,4.584731004365329,3.600198181993592,1.0,0.19647186730510124,Iris-setosa
+3,7.9,3.797940309344586,6.386750700218031,1.9923098989068895,Iris-virginica
+4,6.529344520574741,3.009190813059953,5.3800278901972565,1.8692652757319372,Iris-virginica
+5,6.017822287052116,2.802890046572596,4.622377133014109,1.5056082631272945,Iris-versicolor
+6,7.673027464611389,2.6142234533286577,6.899998384163314,2.2983547578430463,Iris-virginica
+7,4.90812774288269,3.0,1.3566268697542805,0.19910560645880138,Iris-setosa
+8,5.098265846314217,3.709656807655813,1.5845730667983269,0.4086727282558569,Iris-setosa
+9,6.702396683559951,3.299469873689671,5.68732923380565,2.5,Iris-virginica
+10,5.201262343739068,3.4069775993434392,1.4038758543153245,0.1977481325111944,Iris-setosa
+11,6.285005861089204,2.29357973431936,4.403066162688366,1.267968398885145,Iris-versicolor
+12,6.51526172852112,2.976993393835137,4.351900019551585,1.3476327866471858,Iris-versicolor
+13,6.4982567733316365,3.0,5.80402251577389,2.209188736336771,Iris-virginica
+14,6.694037704770603,3.2987586471066415,5.693825681969968,2.5,Iris-virginica
+15,5.991545679151239,2.7114441739096735,5.0035568262502,1.5894184133083946,Iris-versicolor
+16,6.810237253060067,3.2014758802921994,5.777845129698765,2.300670733668219,Iris-virginica
+17,6.7109281376124885,3.2893147878471862,5.723089594938464,2.5,Iris-virginica
+18,6.807398958365024,2.820995254778931,4.797241882958518,1.387245902581637,Iris-versicolor
+19,6.867664892872581,3.0922631668932286,5.135063499245073,2.2855678018317587,Iris-virginica
+20,7.587039060164325,3.0,6.610535575897128,2.112480451517817,Iris-virginica
+21,6.89478450826617,3.2187435351296583,5.725634168153241,2.2917303207061015,Iris-virginica
+22,5.626957103923568,2.7913326103190723,4.365742423396778,1.2727981212277546,Iris-versicolor
+23,6.0860533441530285,2.6097433394879013,5.601989346056713,1.473664333007314,Iris-virginica
+24,4.5682312271696475,3.369385359792026,1.3963948154941024,0.34363053160120177,Iris-setosa
+25,7.713717595177323,2.615291906266827,6.899998906700927,2.304316114106726,Iris-virginica
+26,5.605667261944628,3.0,4.502692305245128,1.4955990212107024,Iris-versicolor
+27,5.495090474218802,2.4206940605444434,3.7552536252432764,1.0055328212921861,Iris-versicolor
+28,4.583349528657715,3.5753048866631945,1.0,0.19628711841048202,Iris-setosa
+29,7.702212301010373,2.6084541931834844,6.899998599590018,2.299984175203315,Iris-virginica
+30,7.683160645330878,2.7853392097960605,6.676469960661549,1.993754619074073,Iris-virginica
+31,6.454571807888622,3.0,5.48468941566791,1.7859959511997987,Iris-virginica
+32,6.486637325027702,2.9633490673857277,4.311602277984849,1.3380533482314019,Iris-versicolor
+33,5.0633550335668716,3.506352304585159,1.4022662564027748,0.20302306360104097,Iris-setosa
+34,6.285255809424354,2.292361835407319,4.413664151642999,1.3133194569076487,Iris-versicolor
+35,6.803576858697121,3.1542233807802056,5.7917812977163905,2.2807565683222557,Iris-virginica
+36,6.521118556254184,3.0,4.356544648433666,1.3785077269879036,Iris-versicolor
+37,6.3289290133992715,2.4834159577356925,4.923967317207896,1.5016772370910372,Iris-versicolor
+38,6.2249054808889674,2.2112531532860733,4.497061092337372,1.4875646128269229,Iris-versicolor
+39,5.884784523425956,3.0,5.042395619809294,1.7803458822112659,Iris-virginica
+40,7.24777353086106,2.875872928919215,6.282560738945934,1.811942358599564,Iris-virginica
+41,5.919375358177506,3.0,4.197270740800171,1.5069301226261613,Iris-versicolor
+42,5.732586411252106,2.8352274866202984,4.483879909804682,1.290877125066777,Iris-versicolor
+43,6.80170804750195,2.806710949016532,4.806825293433488,1.4117830544005285,Iris-versicolor
+44,5.323934176412001,3.7065610180206785,1.4985409110714882,0.19899240783061217,Iris-setosa
+45,6.089721994395747,2.601161045758119,5.586175145107174,1.4056774062390909,Iris-virginica
+46,4.876695597380282,3.0961188328177336,1.7090841212277779,0.10000013407811775,Iris-setosa
+47,5.790742747198482,2.6583951145220457,4.062173742293023,1.0062423245939658,Iris-versicolor
+48,5.198730748010019,2.7194665878204356,3.9480809635591383,1.404790666198058,Iris-versicolor
+49,5.389811265744276,3.4054270013649184,1.6553007043333918,0.2683555866611549,Iris-setosa
+50,4.99392841034198,3.40680715451298,1.514285713978702,0.37746281242888263,Iris-setosa
+51,6.686858685071956,2.4965825793263914,5.798754305961671,1.8204689584659481,Iris-virginica
+52,4.890037391705812,3.0686327670959335,1.4926147096992617,0.10000010875094523,Iris-setosa
+53,6.683311561331664,3.2771297546097724,5.689029402396146,2.0972501389228815,Iris-virginica
+54,5.7844123082650185,2.6835975161140486,4.026717908923818,0.9637464135344314,Iris-versicolor
+55,7.576831628733944,3.0,6.559483594163759,2.0894712436111056,Iris-virginica
+56,7.033590691288619,3.0,5.800319042996937,2.083757831745827,Iris-virginica
+57,5.105505641664255,3.8131667741299466,1.4955266473678421,0.19759668753189213,Iris-setosa
+58,6.077644688446479,3.0,4.58211849586961,1.4213800744648941,Iris-versicolor
+59,6.658628559643682,3.0009868135837063,4.521037842846169,1.4455672057513729,Iris-versicolor
+60,4.988210670500723,3.400155564345404,1.4935571418162343,0.40705641476401444,Iris-setosa
+61,6.996212266634237,3.0,5.749897675337781,2.0883559425179326,Iris-virginica
+62,6.529341712571556,3.0,4.330839918224262,1.3702284781868919,Iris-versicolor
+63,6.356023952543434,3.2490320189413002,4.7142513363165355,1.5798721938865032,Iris-versicolor
+64,7.239062222454597,2.8892313879192293,6.214353828298797,1.7976384816110154,Iris-virginica
+65,6.6979130923558285,3.3188232613888218,5.724415581564796,2.499999537123387,Iris-virginica
+66,6.492946360536327,3.194244039009389,5.075202720821639,2.0003761458525324,Iris-virginica
+67,4.835190086507486,3.0,1.4030350375480753,0.10000010799443265,Iris-setosa
+68,7.174072318801079,3.0,5.929667238579184,2.1282932559528587,Iris-virginica
+69,6.792968943737217,3.0,5.523432247885837,2.0703325806075243,Iris-virginica
+70,5.267037659637455,3.7191908085656404,1.499409868184416,0.19943053372229388,Iris-setosa
+71,6.700620139305621,3.092695736668454,4.689904336135707,1.5044445570261988,Iris-versicolor
+72,4.908169832840661,3.0853011253729807,1.5406314681902917,0.10000011428925706,Iris-setosa
+73,5.247185454971091,3.5326857748483227,1.4965105241147325,0.3635043511281218,Iris-setosa
+74,4.7927583553913005,3.0,1.4002240291169337,0.10000011652227825,Iris-setosa
+75,6.274006456267565,2.4561886691714476,4.911416962680024,1.4945614356716943,Iris-versicolor
+76,5.133043647404819,3.481785617344436,1.3918409374610317,0.19926318865085524,Iris-setosa
+77,6.695905952954086,3.306366005583469,5.6987132818095665,2.0716602512744786,Iris-virginica
+78,6.462424095799458,3.0,5.518219675354295,1.7716008699081256,Iris-virginica
+79,6.109318296886061,3.0,4.610960118322473,1.4106043023567376,Iris-versicolor
+80,6.274856018406875,2.487709140137019,4.87185278182313,1.4955989799827583,Iris-versicolor
+81,6.705489725616819,3.2916855334079256,5.707731679341597,2.5,Iris-virginica
+82,6.048624106598518,2.2136995259923196,5.022615457412143,1.5353879080295778,Iris-virginica
+83,4.922484950854428,2.375276631143942,3.137288580408228,1.0017690785100974,Iris-versicolor
+84,6.101243811411345,2.601007313915503,5.613696257186647,1.385968093239157,Iris-virginica
+85,6.4105194676848445,2.9218583514752186,4.279391641851775,1.314562806010776,Iris-versicolor
+86,6.083362797286453,3.0,4.605329080779226,1.4208093503692056,Iris-versicolor
+87,4.400000502523476,2.867020092521402,1.4014563695827886,0.19526349993991057,Iris-setosa
+88,6.6444103998143405,3.2778181306276912,5.646250437548663,2.096399453026115,Iris-virginica
+89,6.92674907921776,3.1113127642202287,5.065085778886878,2.2907022075785224,Iris-virginica
+90,6.200363434805306,3.320001959819189,4.675758726636699,1.601528486996101,Iris-versicolor
+91,5.013198308303647,3.423501096647946,1.6849018006183762,0.45708208278411594,Iris-setosa
+92,6.707290107620225,3.3124915205735674,5.713212778445156,2.499999611991179,Iris-virginica
+93,5.4079540070428775,3.395693664985182,1.7515553569362057,0.19714677292783506,Iris-setosa
+94,7.704743894483352,2.6064817475548714,6.899998892323391,2.293735260244642,Iris-virginica
+95,5.412506056335679,3.9,1.2680996882688764,0.2996107102673679,Iris-setosa
+96,6.016995301108034,2.6728098114489884,5.12996919560413,1.5750200741413924,Iris-versicolor
+97,4.50139729213278,2.3260235711030486,1.2980420013061993,0.2970350828299927,Iris-setosa
+98,5.850378811808434,3.0,5.102074345394888,1.8159209997800365,Iris-virginica
+99,6.028547277051912,2.9087072556064557,4.494263186216415,1.4928359395835011,Iris-versicolor
+100,6.884392991648047,3.0648247350355713,5.227368212916787,2.235833999064322,Iris-virginica
+101,5.604244351722587,2.9138252921650434,3.6711487688599815,1.3084186259712265,Iris-versicolor
+102,5.6207918467660205,2.5206911099754943,3.946764863561728,1.1085297116650272,Iris-versicolor
+103,5.9987012077268576,2.724248720758968,5.0931866321958665,1.6013025400812908,Iris-versicolor
+104,5.617021452398286,3.7815822753557224,1.5896237521526293,0.28960162362221625,Iris-setosa
+105,6.666421022185886,2.5095336467640417,5.779277825014033,1.785973666290717,Iris-virginica
+106,4.4,3.1894594386870656,1.296124238707018,0.1914843059361401,Iris-setosa
+107,5.32882615559389,3.3823150855017494,1.4984820258738172,0.33758492184960087,Iris-setosa
+108,4.902653589242947,3.0,1.3990912680570635,0.19289913400875708,Iris-setosa
+109,5.105644700705419,3.8035504920812304,1.5404239091577199,0.20341145795356225,Iris-setosa
+110,6.3010327830882265,2.3166460591957443,4.403817532154083,1.3051325758130563,Iris-versicolor
+111,5.13800549836654,3.4947336781133136,1.398649582304706,0.20294853561351348,Iris-setosa
+112,5.5964820812934954,3.0,4.511169682744443,1.5016931535147902,Iris-versicolor
+113,6.287960183899504,2.492483605381584,5.011661952449099,1.9072208224872145,Iris-virginica
+114,7.264708458389112,2.8793645906699745,6.294448041672352,1.8034157984337156,Iris-virginica
+115,6.796566460455993,2.7747290191744107,4.808362130160425,1.4204172617685809,Iris-versicolor
+116,5.618949056663373,2.8905557713215475,3.6971989208375486,1.2908096184167361,Iris-versicolor
+117,6.206312219313724,2.2322945400102454,4.572896726777541,1.4932552367972094,Iris-versicolor
+118,5.934690096283592,3.0,4.415506721761024,1.4392056512028153,Iris-versicolor
+119,5.8939189155959495,3.0,5.066819146660683,1.807981876480199,Iris-virginica
diff --git a/iris/tab_ddpm/7_3/25/test.csv b/iris/tab_ddpm/7_3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/25/train.csv b/iris/tab_ddpm/7_3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/25/val.csv b/iris/tab_ddpm/7_3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/26/synth.csv b/iris/tab_ddpm/7_3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7dbfe90a74902be0353e50ec87a421979ce1c42
--- /dev/null
+++ b/iris/tab_ddpm/7_3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.05535663527233,2.468369749914271,2.8561601410880666,1.095782503304502,Iris-versicolor
+1,6.694152610104725,3.305382736971625,5.703421556501192,2.100767499312949,Iris-virginica
+2,5.591378162897003,3.0,4.502702453207101,1.4945469075528295,Iris-versicolor
+3,4.978953440529379,2.4454110625060346,3.1831219775396598,1.0648965291542385,Iris-versicolor
+4,6.368649168474562,3.3710966707038326,5.606125054000304,2.394727904135094,Iris-virginica
+5,7.68684962223949,2.609666988821691,6.899998908001462,2.283618109796877,Iris-virginica
+6,6.860290111880359,3.194375983202025,5.769475243716573,2.2934744775515647,Iris-virginica
+7,4.400000524261114,3.1799049598494458,1.3203295255131438,0.20271752361527326,Iris-setosa
+8,6.704054873159203,3.3132255846386203,5.749776243747488,2.499999616973974,Iris-virginica
+9,5.006999115583705,3.393356371629384,1.7278782473419894,0.37225871147730205,Iris-setosa
+10,4.4,3.1428252735847586,1.300681723593021,0.19934428622625977,Iris-setosa
+11,6.180891891161801,2.196253549528687,4.493692740303289,1.511721690568803,Iris-versicolor
+12,4.991768998797896,3.400111711214003,1.6478234462713623,0.3932668547552698,Iris-setosa
+13,4.912639739417579,2.40150142735694,3.422756491226348,1.0276168590615002,Iris-versicolor
+14,6.334930552920667,2.8532571337449246,4.284187203893083,1.2744993472219284,Iris-versicolor
+15,5.121591112167052,3.4914881824104174,1.3969430394982632,0.20084867991319386,Iris-setosa
+16,5.359500614997507,3.403483496587963,1.4901853394404416,0.3845515558365944,Iris-setosa
+17,4.59669955872513,3.3832996116755703,1.3998322227792797,0.3465546080999221,Iris-setosa
+18,5.223734859323976,2.7409462018918793,3.852066524659031,1.423427664133033,Iris-versicolor
+19,4.810137419937415,3.394919746956359,1.7521698862786104,0.20270133415456743,Iris-setosa
+20,6.501365996993612,3.1918098978489002,4.980698066571566,1.9993902454113217,Iris-virginica
+21,5.08907462085668,3.8001258459698106,1.5969868883993643,0.20406139194020054,Iris-setosa
+22,5.106116122804425,3.4860094123909153,1.3770018348979927,0.1990027050006079,Iris-setosa
+23,6.693209832551491,3.298356005514254,5.68500428032083,2.0982413907943354,Iris-virginica
+24,5.012984727158132,2.0000011383527676,3.560345130279069,0.9224741429322296,Iris-versicolor
+25,7.9,3.8123271272425847,6.395480001224673,2.0103462030374164,Iris-virginica
+26,6.148655557018618,2.209462575122421,4.457776710691014,1.489249188688611,Iris-versicolor
+27,4.492548089399335,2.2893263608175505,1.321068953839546,0.293229981342661,Iris-setosa
+28,5.565651044921927,3.748978145146975,1.4931154715822335,0.2745860619464393,Iris-setosa
+29,4.607561851635311,3.6022902248578954,1.0,0.2002249037728308,Iris-setosa
+30,6.227910703231277,2.5859270974509845,4.902064115241755,1.5059421898567553,Iris-versicolor
+31,6.325509625942104,2.896876666004633,5.59571699194145,1.8185619208923898,Iris-virginica
+32,5.42102770437362,3.899999649998069,1.2968536315757293,0.5016419122415796,Iris-setosa
+33,4.821668300319515,3.0,1.3910565161590926,0.2971948830775946,Iris-setosa
+34,6.44325675317733,2.9371374310002567,4.326734897916373,1.3202394958110257,Iris-versicolor
+35,6.68539437140372,2.499781615411584,5.790020213545694,1.8164289246769563,Iris-virginica
+36,4.823569574130765,3.0,1.3945934530279351,0.29826254905209587,Iris-setosa
+37,6.902946759249402,3.0682569772260715,5.358148696385204,2.2602670817355355,Iris-virginica
+38,5.106411765622913,3.496133458256185,1.3898677301319038,0.2939242595463789,Iris-setosa
+39,6.687529409093492,3.3077004100317975,5.673928241933264,2.101963360825195,Iris-virginica
+40,6.902609391114091,3.2024193935581096,5.68680908550069,2.297115708394107,Iris-virginica
+41,6.331783409767439,2.929329921869327,5.623104073861227,1.8522267223248305,Iris-virginica
+42,4.902662735759685,3.0991127554763565,1.494297099818464,0.1000001196448591,Iris-setosa
+43,7.2737143047163855,2.884966206627135,6.204855662978543,1.755823887853413,Iris-virginica
+44,7.263892908210852,2.896948923332091,6.2765054092037005,1.779005439385994,Iris-virginica
+45,5.090770532645285,3.799087644561208,1.4979878614327709,0.20421923558071076,Iris-setosa
+46,5.8101048935276705,2.69207796517749,5.105486035088337,1.8642636880425958,Iris-virginica
+47,4.998889991022403,2.0,3.4928069926263343,0.9673438843295039,Iris-versicolor
+48,6.148830341544678,3.3676180249337353,4.614839609806641,1.629627149433868,Iris-versicolor
+49,5.861521797719369,3.0,5.139532220969014,1.80701748798545,Iris-virginica
+50,6.713852383112706,3.3040101062666105,5.717616139843726,2.5,Iris-virginica
+51,5.466573772132093,2.4393181912239528,3.690463858573856,1.0344288520641047,Iris-versicolor
+52,6.184281264120546,2.1934481732545827,4.492364837511738,1.5007328261129418,Iris-versicolor
+53,6.794110391146177,2.797132584860684,4.782196936999068,1.3844106004716972,Iris-versicolor
+54,4.900397672696372,2.3850990887365984,3.3286696800538786,1.024379499016205,Iris-versicolor
+55,4.749327210218997,3.3936075205574125,1.5041471450797408,0.1973604335398067,Iris-setosa
+56,4.862773132138228,3.082304374614259,1.4986244164629579,0.10000010796318012,Iris-setosa
+57,5.521499143736943,2.6259481984956294,4.388890534604448,1.2104115939750877,Iris-versicolor
+58,7.171857408881659,3.0,6.0719195123441665,2.1104700843566264,Iris-virginica
+59,5.481814220787645,2.365599230390293,3.625180658061054,0.9254328944104113,Iris-versicolor
+60,4.790566308517961,3.0,1.3908854758944893,0.1,Iris-setosa
+61,6.507627838369316,3.0,5.455810264320408,1.792314278993835,Iris-virginica
+62,6.507173700667315,2.990958775415825,4.3707029225945435,1.3700053950763174,Iris-versicolor
+63,7.682605819521914,2.8343268668931807,6.662627670414463,2.015597528190156,Iris-virginica
+64,4.88996284748744,2.3946487670112435,3.2523855584396237,0.907897413959383,Iris-versicolor
+65,7.106996179383641,3.0,5.9456747516062185,2.1049954597619496,Iris-virginica
+66,6.4947999879024705,3.1951351744242493,5.095222336297813,2.012920266038795,Iris-virginica
+67,4.496442455790837,2.320262982223177,1.3062980789869636,0.33185532434659093,Iris-setosa
+68,4.819563756074968,2.382660995908455,3.4523481494428507,0.9402237529080493,Iris-versicolor
+69,7.317977221322483,3.0,6.295095581674924,2.118538664981248,Iris-virginica
+70,7.359843854480198,3.0,6.294646351165079,2.08905936038595,Iris-virginica
+71,4.990579358796191,3.3963522438910627,1.5301159344379962,0.496935751790372,Iris-setosa
+72,6.786939329322217,2.7973873465063486,4.817393788548173,1.4251805295845075,Iris-versicolor
+73,6.184485686208883,3.353458863182391,4.615456102892311,1.6046929000793644,Iris-versicolor
+74,4.593763434446366,3.6131688930164625,1.0000004216177973,0.19880740796641805,Iris-setosa
+75,4.918387295338213,3.0,1.4011858948903122,0.1957496897875262,Iris-setosa
+76,5.346005760641956,3.4100677594142685,1.5461071062873764,0.3656918416607885,Iris-setosa
+77,5.664787425866678,2.8915596207998915,3.9355503687945537,1.306605874128394,Iris-versicolor
+78,4.771876174140191,3.0,1.4022432717580116,0.30229479308863666,Iris-setosa
+79,4.902669336864018,3.110873444611181,1.6041683279988954,0.10000010740422649,Iris-setosa
+80,7.706323323057329,2.6072300156785384,6.9,2.312341710902324,Iris-virginica
+81,4.603388196993115,3.609098352737286,1.000000441730199,0.19915614443984475,Iris-setosa
+82,4.811713168022813,3.0,1.4011460430778735,0.10000011479724093,Iris-setosa
+83,5.993648431277613,2.8601292950010704,4.57124836439432,1.509437308699008,Iris-versicolor
+84,5.325533862722394,3.6916100149676745,1.498403666341032,0.20034767641480417,Iris-setosa
+85,6.094505205418902,2.595612481020962,5.603321171236353,1.4125385117458118,Iris-virginica
+86,6.123760149885946,2.600072531156925,5.601985680242162,1.3938399922046352,Iris-virginica
+87,6.29055681411264,2.296623535818325,4.416478082608874,1.2983895009940776,Iris-versicolor
+88,5.635375700050342,3.0,4.5483832242339135,1.5025730537556197,Iris-versicolor
+89,5.770692424711213,2.715410786903919,5.08352133549814,1.8921056865676387,Iris-virginica
+90,6.481417633565585,3.0,5.827257721171483,2.2066587246134364,Iris-virginica
+91,4.808106515064197,3.0,1.3873656856721335,0.1,Iris-setosa
+92,7.71820849447223,2.5667497823063794,6.8999989431799325,2.3106315690340167,Iris-virginica
+93,5.0015878356438055,2.4567865087408185,3.0007139757295995,1.0612181232884546,Iris-versicolor
+94,6.694678118150775,3.233174948903499,5.71349670245182,2.1019744960819127,Iris-virginica
+95,7.899998464826815,3.780616476934995,6.382301009547154,1.9987280333881636,Iris-virginica
+96,6.497093361742352,3.0,5.501618852764316,1.8010660603405075,Iris-virginica
+97,5.8019595398550985,2.911506790802459,4.470636118140336,1.3164836781432485,Iris-versicolor
+98,5.614403374354566,2.8791068784347873,3.674045309722092,1.2913095881023788,Iris-versicolor
+99,6.2531196267512685,2.8523508898018752,5.599598848471691,1.8019224763429436,Iris-virginica
+100,6.889357836807183,2.697572346064007,6.053359740223679,1.7808155764081253,Iris-virginica
+101,5.556831488897351,2.463902536502812,3.8289351355244396,1.0591215442461293,Iris-versicolor
+102,7.6622146730488225,2.5826948822817815,6.9,2.29641291262261,Iris-virginica
+103,6.308387854897491,2.4893698275564753,4.97663194683446,1.9161652091268007,Iris-virginica
+104,6.219602626437497,2.230468167933854,4.564830142264662,1.487025621204877,Iris-versicolor
+105,6.100660754658277,2.612732724363263,5.603616316768947,1.4061337544197476,Iris-virginica
+106,6.0611832200050575,2.6693834857233543,5.095180562714974,1.5618551397284128,Iris-versicolor
+107,5.710026254990511,2.7500515308046043,4.460623416134757,1.2331855593671495,Iris-versicolor
+108,6.490388310461575,3.202527428636373,5.073924944364235,1.984783502541891,Iris-virginica
+109,5.4022688206079685,3.4032348488587796,1.7644196524849434,0.2004564771974099,Iris-setosa
+110,4.982331741132187,3.388221552768773,1.6573715356201162,0.35577102735295163,Iris-setosa
+111,6.2742697086207535,3.0444985726264036,4.625413807989901,1.4504988470215328,Iris-versicolor
+112,6.277870623740278,2.30517229404391,4.418467954454498,1.3004119216516965,Iris-versicolor
+113,6.157172137027216,3.342403623833117,4.569796283867583,1.5904508812656764,Iris-versicolor
+114,7.712399039032516,2.603875174874057,6.9,2.3122391257219634,Iris-virginica
+115,5.548201964335575,2.4442305883563495,3.8103189705761333,1.052159124378037,Iris-versicolor
+116,6.675771640484392,3.3078323744952196,5.695800444077373,2.5,Iris-virginica
+117,5.119617065014611,2.490161114050827,3.103100222517507,1.0903046522143738,Iris-versicolor
+118,4.940745899997588,2.434362123926194,3.0901608096716338,1.014744701948865,Iris-versicolor
+119,4.4,3.1823435047455235,1.3088992525756857,0.20327694210875186,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/26/test.csv b/iris/tab_ddpm/7_3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/26/train.csv b/iris/tab_ddpm/7_3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/26/val.csv b/iris/tab_ddpm/7_3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/27/synth.csv b/iris/tab_ddpm/7_3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9440da036068c889623c56f787ccbbfa12ee7ba
--- /dev/null
+++ b/iris/tab_ddpm/7_3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.899998293141323,3.790344416926153,6.428037561393938,1.9934784036048723,Iris-virginica
+1,4.784873237776051,3.0,1.406277192973914,0.1000000960462271,Iris-setosa
+2,5.19118091693639,3.401916561368075,1.4011683013873482,0.19522918524379462,Iris-setosa
+3,5.72640700166833,2.878621609527937,4.2234142571103535,1.306721732052384,Iris-versicolor
+4,4.911657969739547,3.0926840781094103,1.495100321835456,0.1,Iris-setosa
+5,7.693685352403474,2.806032434327344,6.686796069711487,2.001538119857308,Iris-virginica
+6,4.400000443618046,2.8826650485328833,1.3843901814380843,0.1990891342235429,Iris-setosa
+7,6.267941795756941,2.2832696787844884,4.445426326468011,1.3235348025850888,Iris-versicolor
+8,5.079696275719949,3.507098170124487,1.4149230712729208,0.29641729226402524,Iris-setosa
+9,4.902134176202421,3.096785634956432,1.4974645537034612,0.10000010281637588,Iris-setosa
+10,4.83698524069436,3.4024816440811194,1.56854394459519,0.21636810432573184,Iris-setosa
+11,4.600787360576946,3.6200874767603346,1.0000003656244567,0.1973691617804998,Iris-setosa
+12,5.823882203332818,3.0,4.283132165867395,1.477179130314049,Iris-versicolor
+13,4.6068587159547665,3.384095577120526,1.4024382927615835,0.2982537839206456,Iris-setosa
+14,6.238349611999039,2.778476537059993,4.342046095730918,1.2012301046658698,Iris-versicolor
+15,6.3052434445555114,2.9120605658762893,5.64004725626461,1.8557478162748513,Iris-virginica
+16,6.709675526976944,3.295170106612224,5.681064184184638,2.5,Iris-virginica
+17,5.661266181615873,3.0,4.159214655773709,1.3293450202898258,Iris-versicolor
+18,4.890229811384553,2.387504354255995,3.4723522500113004,1.0083009805861904,Iris-versicolor
+19,4.984541065468265,3.401108595674998,1.496158424415124,0.333038443905885,Iris-setosa
+20,5.088161494522594,3.8082158689281322,1.690760205322735,0.19855168123254058,Iris-setosa
+21,6.681167083823675,2.4912076956238045,5.782663735382668,1.8028326202191813,Iris-virginica
+22,5.4537612748066175,3.3959036792137454,1.7881265589317956,0.20119247588963268,Iris-setosa
+23,6.054994455852847,3.3766083620098803,4.521796799038701,1.5870149469930275,Iris-versicolor
+24,5.623801638421618,3.0,4.463257288760363,1.502079883058772,Iris-versicolor
+25,6.011393709075033,2.205672726227017,5.002677700209839,1.4940360667968169,Iris-virginica
+26,5.728732921587732,2.8783574539062142,4.222743757785598,1.284659461190654,Iris-versicolor
+27,4.889160922248184,2.4089170790540386,3.3696889279666427,1.007121856927146,Iris-versicolor
+28,5.629223715582165,3.0,4.149782446309963,1.2692381073148358,Iris-versicolor
+29,6.711436238869059,3.3001099578172925,5.703299292993197,2.5,Iris-virginica
+30,6.2816295546511425,3.3994942522384015,5.592549355639969,2.396306759168091,Iris-virginica
+31,6.936137079516331,3.2017245386114133,5.66262049455198,2.314328648434564,Iris-virginica
+32,5.599528875049355,2.899349064628962,3.570837073019097,1.301891860049823,Iris-versicolor
+33,5.198867496427412,2.716688415136721,3.948933652079747,1.4098471910798733,Iris-versicolor
+34,5.098908088528355,3.8001146845136278,1.6607740442846048,0.20059366602889953,Iris-setosa
+35,5.441117111220335,3.9,1.2948777552033435,0.38315649599476365,Iris-setosa
+36,5.583259133156494,2.8927507626510915,3.645511628894852,1.3033308804798507,Iris-versicolor
+37,5.601080731302466,2.510230230615372,4.071945884402726,1.0863876735074405,Iris-versicolor
+38,6.967637643743102,3.210107564983059,5.706196600137421,2.291771116153578,Iris-virginica
+39,6.782021007987474,2.7978695491565047,4.749562746773956,1.3982467240715348,Iris-versicolor
+40,6.296341544170934,2.3216534791480146,4.432522178011682,1.3021747398305727,Iris-versicolor
+41,6.08756195763271,3.0,4.615207096540433,1.419374433012985,Iris-versicolor
+42,4.99107704167158,3.616848708592471,1.4034618319761125,0.19943776687413411,Iris-setosa
+43,6.0040995738471965,2.821265094452185,5.441465482501922,1.8335872362988463,Iris-virginica
+44,4.572496097183607,3.371423038541222,1.3621973298956471,0.2984155794184251,Iris-setosa
+45,6.000278371079881,3.396495477106669,4.476735743153222,1.5740581323385658,Iris-versicolor
+46,6.749419157903078,3.2455967537936603,5.728920705624622,2.211762545809742,Iris-virginica
+47,5.992525979516128,2.6900536288130557,5.081000859934018,1.5877990660605015,Iris-versicolor
+48,5.0995372685954745,3.6963464792394753,1.4941505261859773,0.42894172732796065,Iris-setosa
+49,7.693388593267683,2.5902472702771018,6.899998878896953,2.306141043987304,Iris-virginica
+50,4.819948551563587,3.0,1.392356229172138,0.1,Iris-setosa
+51,7.226803283103444,3.0,6.068917640611837,2.1372055973988955,Iris-virginica
+52,5.1745060166169505,2.689347999533491,3.819867079039278,1.3969173272642175,Iris-versicolor
+53,7.334842193103784,2.9035696044043116,6.32383985886439,1.8202835131958777,Iris-virginica
+54,4.603534212338389,3.393798630535816,1.4028289819092388,0.3390535587083635,Iris-setosa
+55,5.784810279397756,2.709164509310348,5.099883309339327,1.9170424552319294,Iris-virginica
+56,4.807251051627614,3.0,1.4045741443959427,0.1,Iris-setosa
+57,4.8510993358920755,3.0,1.4067854579910857,0.10000022953400313,Iris-setosa
+58,4.589957350248915,3.62040658403268,1.0,0.19911571380661475,Iris-setosa
+59,6.690379391067527,3.29595863023804,5.677942056032419,2.0944768771511137,Iris-virginica
+60,6.799259351479157,3.1932094204013324,5.783711529791091,2.286737313910236,Iris-virginica
+61,7.668615941704694,2.7830455439465487,6.686886265916387,1.990789222632782,Iris-virginica
+62,6.640278180461102,3.0038833846747224,4.486395766879681,1.4501695197190467,Iris-versicolor
+63,5.352777015463659,3.9,1.303844293549961,0.3606657215517919,Iris-setosa
+64,5.433459613072042,3.374883969233743,1.7637834273143795,0.2013831428653271,Iris-setosa
+65,5.904354787380011,3.0,5.119030817364073,1.8213080385401785,Iris-virginica
+66,7.568894498347412,3.0,6.5544933003614725,2.1072048157561514,Iris-virginica
+67,7.703610703641457,2.598437528344895,6.899998969588496,2.2951630334290987,Iris-virginica
+68,5.200109434950456,3.4006296794395574,1.3960753914492146,0.20020187214949695,Iris-setosa
+69,5.121719881838716,3.498803080382031,1.3983900546885872,0.2954707209927418,Iris-setosa
+70,6.671836061216119,3.0578289127727696,4.652849410747207,1.4718939864264793,Iris-versicolor
+71,6.202435170049337,3.338556158914263,4.597788055177477,1.5931234572462605,Iris-versicolor
+72,5.1823582568066815,2.686175544304298,3.8695616815842038,1.392927502815347,Iris-versicolor
+73,6.686107421694175,3.311372729549994,5.691121689104445,2.5,Iris-virginica
+74,6.095394961739545,2.59061752752412,5.615206734882856,1.3984964557787236,Iris-virginica
+75,6.777969854159004,3.218590099616653,5.87869079660889,2.263701926619858,Iris-virginica
+76,6.5043295812159405,3.0,5.819993437730712,2.185161118051812,Iris-virginica
+77,5.680349197157325,3.7973930512493905,1.8675262032293847,0.3267545085805304,Iris-setosa
+78,6.804501444920926,3.0,5.502936232328255,2.104705606119787,Iris-virginica
+79,4.400000576714168,2.8868138348669925,1.4024378104083999,0.2060931594884734,Iris-setosa
+80,5.450556564967468,3.399197665100995,1.5043152783914848,0.36687221665748754,Iris-setosa
+81,5.661691540296136,2.8115633845233825,4.484418014305851,1.2675763082941658,Iris-versicolor
+82,5.593880636363961,2.4651967724595503,3.847300335816696,1.082757828698782,Iris-versicolor
+83,5.381819506019125,3.899999608860353,1.295549309871289,0.38479851555580585,Iris-setosa
+84,6.5282037533713915,2.99809661915697,4.332812103530029,1.3579023122137412,Iris-versicolor
+85,6.136819997951175,2.8098250267865583,4.697817970945527,1.1821364414413396,Iris-versicolor
+86,6.249481492234121,2.898224057870119,5.614792490986623,1.777317474619891,Iris-virginica
+87,4.895670550444186,3.0,1.397631419174127,0.20074352058861739,Iris-setosa
+88,4.4,2.9368088230587266,1.3874418249679907,0.1942924387048399,Iris-setosa
+89,6.3924534618328135,2.893664438047523,4.295509457299464,1.3029485354230128,Iris-versicolor
+90,6.912090176014982,3.184765450278033,5.742712245735189,2.3011559337199223,Iris-virginica
+91,6.687800492346919,3.310254316011018,5.6976712033009695,2.4999988530137807,Iris-virginica
+92,6.2721851087289595,2.4909264907761086,4.924331280929397,1.5014973710905903,Iris-versicolor
+93,6.475382523689719,3.1962303598695794,5.0667698205953435,1.9916133718208269,Iris-virginica
+94,5.460128789813176,2.5472799646040496,4.3532378007009305,1.155621341709821,Iris-versicolor
+95,4.50765041553191,2.3109987041279143,1.3107890447333115,0.29881541886671065,Iris-setosa
+96,6.195467185659962,2.203193371888566,4.488719300880936,1.5052853479997648,Iris-versicolor
+97,7.252627869784258,2.9000844746729744,6.222141323218227,1.7835955553376532,Iris-virginica
+98,6.1962798023822945,2.197311340519268,4.486461305318148,1.507160218958382,Iris-versicolor
+99,6.214784338122695,2.8454902923069163,4.680815743285289,1.2570156066336347,Iris-versicolor
+100,7.707388028429451,2.6049648322865435,6.9,2.294929188430842,Iris-virginica
+101,5.606070048553622,2.890537204686815,3.5659852170899753,1.286750920335794,Iris-versicolor
+102,6.409665396909205,2.913273661215122,4.285082633724292,1.3042165332073836,Iris-versicolor
+103,5.066180873041101,3.527857613254586,1.400951505347627,0.19657474554318954,Iris-setosa
+104,6.818713512738034,3.0,5.525084309207877,2.078362084911824,Iris-virginica
+105,5.834498223797509,2.7174561363212666,5.092694310801683,1.9032118342379778,Iris-virginica
+106,5.098145463379792,3.7265015732009523,1.6054593779639275,0.3724963919747587,Iris-setosa
+107,6.509195504827195,2.9920865900542055,4.303559801163122,1.3475910392230355,Iris-versicolor
+108,6.31015029829708,2.507506707270736,4.8945019676248736,1.4937025740129384,Iris-versicolor
+109,6.269752929462802,2.5116471986732245,4.949003534716179,1.5038584256418608,Iris-versicolor
+110,7.1708684981379145,3.0,6.063536197893674,2.117795696223683,Iris-virginica
+111,6.70408730024809,3.123902720470575,4.707621436500671,1.5051747750110926,Iris-versicolor
+112,6.805474767352825,3.200380327659913,5.778495235794582,2.2849249017079085,Iris-virginica
+113,6.293064338150981,3.290699739256992,4.6708296212586164,1.5890273421620869,Iris-versicolor
+114,4.80798963932606,3.0,1.4088568389957932,0.1,Iris-setosa
+115,5.003286239648417,2.0,3.5306698569520343,0.9786103628913709,Iris-versicolor
+116,4.992944883637833,2.0,3.5436221119658433,0.9773443846763812,Iris-versicolor
+117,6.317654845919986,2.44122248601498,4.838853575084397,1.5047776040686796,Iris-versicolor
+118,6.31083435985189,2.486213906238179,4.866116206039304,1.5051134443196799,Iris-versicolor
+119,5.583794920496874,3.0,4.498642720421276,1.5078394150613916,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/27/test.csv b/iris/tab_ddpm/7_3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/27/train.csv b/iris/tab_ddpm/7_3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/27/val.csv b/iris/tab_ddpm/7_3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/28/synth.csv b/iris/tab_ddpm/7_3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f29eeea11a65295c47462587887ca4c52784e11f
--- /dev/null
+++ b/iris/tab_ddpm/7_3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.71722252850606,3.801944182094339,1.7685726112549724,0.3048586987903766,Iris-setosa
+1,6.116182000545475,3.0,4.568421471768049,1.4105696026961927,Iris-versicolor
+2,6.040290038530772,3.0,5.065794196254148,1.804851227286221,Iris-virginica
+3,4.896212550456315,3.0,1.3976040016717919,0.20031909170009438,Iris-setosa
+4,5.4098195049899855,3.3979465853694393,1.4950024388600054,0.39384337149257076,Iris-setosa
+5,6.315611131187282,2.31519642822024,4.375050452639175,1.3013645573347454,Iris-versicolor
+6,5.176321269679869,3.4419877757563273,1.4009497995553015,0.19635527196300903,Iris-setosa
+7,7.337182744881543,2.892794252293308,6.288459714052986,1.7957123767515961,Iris-virginica
+8,6.173105066570397,3.324593771110747,4.624630545004864,1.6031230578021793,Iris-versicolor
+9,5.606185341696277,2.495643371897536,3.9109048359643253,1.0904642360419,Iris-versicolor
+10,6.117936627604824,3.343611047085889,4.6191021100630465,1.596289593088473,Iris-versicolor
+11,5.6410807713406195,3.7895470232758757,1.688497071915894,0.28701062971186075,Iris-setosa
+12,6.356670597522599,3.401394328061224,5.586893694862988,2.3934230571312654,Iris-virginica
+13,6.705622854193683,3.325538267289189,5.698986634134441,2.5,Iris-virginica
+14,6.083195076017482,3.0,4.58425687998813,1.4473604796737662,Iris-versicolor
+15,5.938712267179951,3.0,5.16483416363203,1.7996380571652428,Iris-virginica
+16,4.907658380220638,3.115378137121847,1.4993478758348553,0.1,Iris-setosa
+17,5.049001821080162,2.4707157395377815,3.341561511574757,1.098076789421702,Iris-versicolor
+18,6.0087554970359704,2.2144666573414904,4.976710259296408,1.4861731553007083,Iris-virginica
+19,7.306468281909565,2.908597502047536,6.3438935700183245,1.8072890754891329,Iris-virginica
+20,7.72156949266202,2.6483273864191785,6.899945376790582,2.198111650034773,Iris-virginica
+21,7.717520839337977,2.8019665968571448,6.700149721780599,1.984184719137226,Iris-virginica
+22,7.698784952839622,2.8125192625026294,6.6981264452359985,2.0121623726048474,Iris-virginica
+23,7.9,3.797579604396108,6.447484994362986,1.9893979197215363,Iris-virginica
+24,6.066205777021448,3.0,4.627223178430305,1.3784724043444556,Iris-versicolor
+25,6.873106969702977,3.108620502249207,5.079212004532092,2.290998769138147,Iris-virginica
+26,5.115560297741593,3.4881746647240583,1.4002474830058946,0.2028115834521452,Iris-setosa
+27,5.2221232997285085,2.464591595620107,3.4163696504685737,1.0259277503383815,Iris-versicolor
+28,6.33148806051789,2.5091569797273325,5.024270028782291,1.8944280390408546,Iris-virginica
+29,6.302393642635928,3.4029476428504433,5.618571309478319,2.3956441566311524,Iris-virginica
+30,6.306640004610594,2.3275737513880235,4.44467747150181,1.3061650221789414,Iris-versicolor
+31,4.400000593397298,3.1427866349500593,1.3416345135966299,0.20197766397722727,Iris-setosa
+32,7.516740770550258,3.0,6.48972762560429,2.102189545658288,Iris-virginica
+33,6.497821419076287,3.0,5.467384889239618,1.7904176449612126,Iris-virginica
+34,6.259106834400239,2.2882212130703503,4.589602231883126,1.4892911468883123,Iris-versicolor
+35,5.087362941284179,3.692083779216841,1.497619182083297,0.3955109974142271,Iris-setosa
+36,5.133804457674989,3.794349778107201,1.5668508190287878,0.2058583352105141,Iris-setosa
+37,5.3042244466650885,3.649551301992782,1.488811369101122,0.20266522772140871,Iris-setosa
+38,5.65495426427486,2.8917350639432655,4.307556309802831,1.3026942077841064,Iris-versicolor
+39,6.444354027924576,3.0,5.51704684261494,1.7858217488993553,Iris-virginica
+40,6.033633769733491,2.6505670447145864,5.124228398044703,1.5957538816969121,Iris-versicolor
+41,5.9579309695907945,2.914216447206051,4.456977769950068,1.5033736887604139,Iris-versicolor
+42,5.613117732765918,2.8969057387762738,3.6709765652058004,1.3216935898141504,Iris-versicolor
+43,5.706406450714002,3.800787852142424,1.5722251018349063,0.31163904586970204,Iris-setosa
+44,5.814046827447257,2.6954060450370383,4.07470895456684,0.8541848825237148,Iris-versicolor
+45,4.619607808358364,3.594372474472201,1.0000003865051679,0.1968896124684864,Iris-setosa
+46,5.098233992035968,3.4968014601807376,1.4000253740101773,0.30432684381645014,Iris-setosa
+47,5.564301176626885,2.500481193236735,3.8468656011645628,1.0752419663699488,Iris-versicolor
+48,5.963852952269555,2.6835893172946683,5.0708760515412035,1.5806977623251377,Iris-versicolor
+49,5.862628857804327,3.189335137917138,4.398589454336364,1.5610464495329617,Iris-versicolor
+50,5.408139082055946,3.395013630489982,1.5718201608836355,0.20159798473053958,Iris-setosa
+51,4.4,2.8930916863698535,1.3963737151058904,0.1986528740740443,Iris-setosa
+52,4.90569059006646,3.0747493867440414,1.527728374291371,0.1,Iris-setosa
+53,4.4,2.8908361395472886,1.3939854428688268,0.20374787470020858,Iris-setosa
+54,5.024246156483177,2.0000004614251314,3.545412097809659,0.9961686155615206,Iris-versicolor
+55,6.559628730659794,3.0,4.362561028711405,1.3738696452387635,Iris-versicolor
+56,5.20954253760953,2.705108826513105,3.8605225013396027,1.4002062050667972,Iris-versicolor
+57,6.857093937165952,3.1882934227524915,5.759358776430255,2.2941526005013317,Iris-virginica
+58,6.278501315644447,2.491344615245834,4.986056976531647,1.8964826971620152,Iris-virginica
+59,6.858322771669135,3.1954811206997125,5.670928037487521,2.285515158129412,Iris-virginica
+60,6.3282224702485745,3.399694340483412,5.615693768005311,2.397447441506964,Iris-virginica
+61,6.566342797970606,3.0,5.761561393709511,2.176068084322504,Iris-virginica
+62,5.104883509513262,3.5017388419012487,1.4000388209575045,0.2958665364208229,Iris-setosa
+63,6.146310996990358,2.610486814883082,5.611884770689578,1.412533179614581,Iris-virginica
+64,6.695052563370709,3.3184089688232636,5.696053176568001,2.5,Iris-virginica
+65,5.436356228685066,3.899999574544753,1.2642840494786634,0.41054584557221646,Iris-setosa
+66,6.299282913106191,2.298268933405965,4.391813242344638,1.3067932945576408,Iris-versicolor
+67,7.5277909424697595,3.0,6.498098846356645,2.114713308658104,Iris-virginica
+68,7.701181953414135,2.807422340843802,6.69528580459304,2.0114010627739645,Iris-virginica
+69,5.779722857399229,2.7046757503030694,4.089011576814863,1.0151364265801825,Iris-versicolor
+70,4.4,3.213705115180475,1.2982453493196768,0.1994941653649147,Iris-setosa
+71,5.402149515684362,3.8999995142975132,1.307454755613652,0.3902475676947966,Iris-setosa
+72,7.715773585041858,2.6176842242144507,6.9,2.3089147951632625,Iris-virginica
+73,5.0135025546100085,3.5879405310648886,1.4030349356395417,0.20794922210818392,Iris-setosa
+74,5.106133840701704,3.493742586664202,1.3996159344793717,0.20732898021418641,Iris-setosa
+75,4.805789928634641,3.0,1.4012972083701987,0.3426190102212947,Iris-setosa
+76,5.3935373521655565,3.3966331260051112,1.5598259900411302,0.19252940330673574,Iris-setosa
+77,5.672574243980427,2.9109027117146766,3.9951067337484227,1.3020798344584399,Iris-versicolor
+78,5.862135433732409,3.0,4.235045312377894,1.389272280196618,Iris-versicolor
+79,5.100785465078526,3.4949540929714917,1.4028229155523138,0.20215182233568327,Iris-setosa
+80,4.909788947924002,2.42937719025997,3.4591202438467787,1.0246502349887756,Iris-versicolor
+81,4.789959403147111,3.3816415915038998,1.5764163354622027,0.20087577643442,Iris-setosa
+82,6.098151109096691,2.5933775082318005,5.598807838115545,1.3918853102734305,Iris-virginica
+83,5.646495871284407,2.963393808160256,4.140054365929836,1.283309911134799,Iris-versicolor
+84,4.891856151579751,2.382335272357011,3.339645986219049,0.9477751600272737,Iris-versicolor
+85,5.762936310652141,2.7615098327965115,4.163694191798722,1.0332390620270393,Iris-versicolor
+86,5.297255600667501,3.6661394213344214,1.4979630858277027,0.19854511241334216,Iris-setosa
+87,5.197118351518215,3.41246450538804,1.3664678363061622,0.20147905924554027,Iris-setosa
+88,5.4307217631553835,3.4009107334856186,1.6492965842026421,0.1991702505466046,Iris-setosa
+89,4.8118109399174624,3.3841722353812913,1.6943602051149904,0.19570241429387658,Iris-setosa
+90,6.117195243091239,3.3635210662821557,4.570874565636138,1.5629358796134891,Iris-versicolor
+91,6.77945738280793,3.201054255789679,5.80741306623424,2.2956291712708223,Iris-virginica
+92,5.635752566804649,2.525278901054484,3.982039799055025,1.1077205280749354,Iris-versicolor
+93,4.400000486199105,2.8964831597925538,1.403538628996717,0.19549899799170423,Iris-setosa
+94,6.680575849781833,3.287844345706221,5.676490890569966,2.4999995219150986,Iris-virginica
+95,7.662124547323536,2.592415534943931,6.899998819369644,2.291707795413498,Iris-virginica
+96,5.1984205657259075,2.6931867870140787,3.846869699419245,1.399359908860033,Iris-versicolor
+97,4.4,3.0909353952951455,1.3130490922768108,0.19886873175343245,Iris-setosa
+98,5.612496974794465,3.0,4.097849759334222,1.307890701892498,Iris-versicolor
+99,6.001461054852506,2.664512876682938,5.0592931234239025,1.6157608729547832,Iris-versicolor
+100,4.625686395039993,3.39719908321556,1.3893178408912812,0.3011073800191285,Iris-setosa
+101,6.300664337230007,2.851102137576885,4.343850794252809,1.2558934590680928,Iris-versicolor
+102,6.700081080997522,3.299265862998001,5.701369743902617,2.0945652485995927,Iris-virginica
+103,4.400000648057584,2.908824850856362,1.401271429088535,0.20226886226382548,Iris-setosa
+104,6.292869392963521,2.447243158388477,4.878167774135351,1.5224415579393213,Iris-versicolor
+105,5.962984425411769,2.2043866677229698,4.973534649861061,1.4978407899330162,Iris-virginica
+106,5.1257746135180495,3.4847151106948546,1.39700703803392,0.1974963620379613,Iris-setosa
+107,5.4231705290671535,3.3912417422938943,1.7532213409199748,0.19622537704839238,Iris-setosa
+108,4.6082587151247045,3.6094590385451037,1.0000004277913557,0.19673262029595923,Iris-setosa
+109,6.537547613623031,2.991503503057371,4.328122317813516,1.360797959665047,Iris-versicolor
+110,4.4,3.1940924928756025,1.2809011768489222,0.20226854152398857,Iris-setosa
+111,5.022864313212494,2.435462105089663,2.922326606279992,1.0520869738337426,Iris-versicolor
+112,4.821156115929023,3.0,1.4051222815359175,0.1,Iris-setosa
+113,5.903187074546796,3.0,5.126804369726402,1.7977823920086613,Iris-virginica
+114,6.242248877092955,2.523004924303867,5.1868085476710135,1.9177328323362255,Iris-virginica
+115,7.9,3.807664812608609,6.393481585139212,2.0229524947136284,Iris-virginica
+116,6.82705836919672,3.203839901069126,5.7908822873580625,2.295257727086295,Iris-virginica
+117,5.029103243044697,2.0,3.5151416037955014,0.9693333398014632,Iris-versicolor
+118,7.671825165587844,2.7941086181282624,6.699499950058301,1.997609617190608,Iris-virginica
+119,5.881306624204537,3.0,5.085536620239587,1.790093036066255,Iris-virginica
diff --git a/iris/tab_ddpm/7_3/28/test.csv b/iris/tab_ddpm/7_3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/28/train.csv b/iris/tab_ddpm/7_3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/28/val.csv b/iris/tab_ddpm/7_3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/29/synth.csv b/iris/tab_ddpm/7_3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d30e749b863e28c354bbea2ce4bac023578e702d
--- /dev/null
+++ b/iris/tab_ddpm/7_3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.548936788142638,3.0,5.395064911201233,1.897167516554553,Iris-virginica
+1,5.52163037204664,2.6076649532006475,4.419393806813411,1.203817501744661,Iris-versicolor
+2,4.511030375733748,2.378102161301481,1.2797864875864349,0.3099086332188871,Iris-setosa
+3,5.197943220386835,3.420775547016091,1.40162164357133,0.20431706879183958,Iris-setosa
+4,5.453487448525983,3.9,1.297972667556966,0.4330397889657118,Iris-setosa
+5,5.760673507649715,2.7453949231047536,4.207286786807326,1.072981530451118,Iris-versicolor
+6,4.495896560437468,2.3191668786318558,1.2967964765806703,0.2884334133929917,Iris-setosa
+7,6.130916620296218,2.577703901872924,5.011920018149456,1.543748267164689,Iris-versicolor
+8,4.592234403731153,3.618615269017503,1.0,0.1959622070052913,Iris-setosa
+9,6.304794081821209,2.3308641464368693,4.405430290827533,1.3074849580611176,Iris-versicolor
+10,5.62112117774813,3.0,4.090165164679046,1.274881433200068,Iris-versicolor
+11,5.0022338511280156,3.583968032843959,1.4050689443035445,0.2000867195112046,Iris-setosa
+12,5.453223663066496,2.7648095045196857,4.275053643800051,1.3551499374050482,Iris-versicolor
+13,5.499084879126956,3.9,1.330499464450007,0.38499484820254126,Iris-setosa
+14,6.3071306885231975,2.5030330564099343,4.914878264580206,1.5100942125193724,Iris-versicolor
+15,5.093956045703644,3.695221383319423,1.4975230680631022,0.4193649917989052,Iris-setosa
+16,4.8230430009305385,3.0,1.380974996642391,0.1,Iris-setosa
+17,7.345439652653313,3.0,6.247142859561672,2.122456306608639,Iris-virginica
+18,4.400000498879919,2.899947144548777,1.3978901736002034,0.19578438913200952,Iris-setosa
+19,4.400000486707474,3.165232389841881,1.3245214509381864,0.20058575593740138,Iris-setosa
+20,5.061298056162328,3.5371615190387105,1.3903041923261816,0.199793701158643,Iris-setosa
+21,6.045673035636075,3.3877211638713414,4.525078739800188,1.6104375596900116,Iris-versicolor
+22,5.66939509844533,2.914375235962044,4.147692729264268,1.3032302425497462,Iris-versicolor
+23,6.304819380162238,3.39081670825609,5.6025462532283985,2.392922521925692,Iris-virginica
+24,6.905089107880911,3.108191121027574,5.147926442772448,2.3153446558502995,Iris-virginica
+25,7.5175090510885205,3.0,6.470936561978137,2.13451691972695,Iris-virginica
+26,6.071702722616165,2.523275731651014,5.402183646504825,1.4239315846263538,Iris-virginica
+27,5.654484584818426,2.7892218202470147,4.451259949004439,1.2923502516355163,Iris-versicolor
+28,6.305240793533775,2.274648764485775,4.4000575917554,1.3080223609072459,Iris-versicolor
+29,6.805061917283406,3.167641394177971,5.778875854334985,2.2804379212853076,Iris-virginica
+30,5.075428328578205,3.5071480583697467,1.394298280489405,0.20124275401838018,Iris-setosa
+31,5.423278264760076,3.9,1.308000710340983,0.42060318223260185,Iris-setosa
+32,5.242816293456138,3.6960507957732083,1.4761366846053303,0.19577189272946205,Iris-setosa
+33,7.6881634743524225,2.8178346426920076,6.68990436081983,1.9947714958191893,Iris-virginica
+34,7.601695522096645,3.0,6.610428290532776,2.100403263435151,Iris-virginica
+35,4.89992535785977,3.1017673016831324,1.55151098240008,0.1,Iris-setosa
+36,6.164918069200563,3.3448625692683587,4.607477741820112,1.6137292540262196,Iris-versicolor
+37,6.8034089514423055,3.182323853316311,5.798877735706713,2.299503312361878,Iris-virginica
+38,4.870841804685893,3.0,1.4012442285770845,0.2028108021127757,Iris-setosa
+39,6.30028563756662,2.2969346650706624,4.385304959307388,1.296256808356491,Iris-versicolor
+40,5.8822476714496155,3.0,4.1354008090507595,1.4867761427630317,Iris-versicolor
+41,4.813457648105592,3.0,1.4021619727131331,0.10000011109094196,Iris-setosa
+42,6.810740556336484,3.0,5.499601008792737,2.1367371461278455,Iris-virginica
+43,5.101573827337035,3.5019222906368985,1.386359154861184,0.31985771535834445,Iris-setosa
+44,6.3088640898455735,2.9193364878429695,5.6024771440459755,1.7960342264045668,Iris-virginica
+45,6.600530101414146,3.0,4.41040915041695,1.4019074631043593,Iris-versicolor
+46,5.993316879753011,2.8697835342889477,4.508025806283206,1.5039137226504355,Iris-versicolor
+47,7.364268502347665,2.9219308914774262,6.385231172253402,1.8159353096364355,Iris-virginica
+48,5.58983025014756,2.9202526299488816,3.6601884910018048,1.2787874415179667,Iris-versicolor
+49,5.46899303854988,3.8999996391922935,1.2884907676958144,0.4279046445427047,Iris-setosa
+50,6.19825661766642,3.118844209750491,4.634729491574576,1.5004098487236597,Iris-versicolor
+51,5.842491867080326,2.7485748438656077,5.1920232672117885,1.8595663184764963,Iris-virginica
+52,4.997924201442269,3.6148870409777705,1.391165567473601,0.19971218982116323,Iris-setosa
+53,6.535781036428512,3.0,4.364654886156085,1.3698979336252246,Iris-versicolor
+54,6.084037543387722,2.5924574075945355,5.5905112689705065,1.401242769863737,Iris-virginica
+55,5.002549978721925,2.0,3.5341367100938808,1.01296576915507,Iris-versicolor
+56,6.206774889044742,2.1942557788610233,4.489599430515417,1.5030147291398135,Iris-versicolor
+57,5.988917871172046,2.7088653593425915,5.103313048324047,1.5709930767656453,Iris-versicolor
+58,5.530519252940018,2.455936387961739,3.9558420617794257,1.1154663716186077,Iris-versicolor
+59,5.372836573954066,3.4086326410803722,1.499592468860343,0.384184937432011,Iris-setosa
+60,6.298190836798584,2.5139846108749597,4.899902099904363,1.4990889042400364,Iris-versicolor
+61,5.361075225161297,3.398170475512239,1.5349593257332956,0.2033241228896695,Iris-setosa
+62,4.76035799780072,3.0,1.3767205660239767,0.1,Iris-setosa
+63,5.0191909360431595,2.4494730314125897,3.1735593418927808,1.0648047440701025,Iris-versicolor
+64,6.78895470126582,2.7902189873925987,4.77259400454335,1.3954712787643668,Iris-versicolor
+65,6.949394076235967,3.1031770440499424,5.086145710284072,2.307633981947933,Iris-virginica
+66,6.568027221059546,3.138124254696693,5.216802659216668,2.005448475498812,Iris-virginica
+67,5.425410116570908,3.3905965017145414,1.6036937208798256,0.4553425721711972,Iris-setosa
+68,5.001949763164018,3.398999491565282,1.6587987625449985,0.41783773916465383,Iris-setosa
+69,6.001483001515526,2.6926818515186213,5.08282810669252,1.5803815048916385,Iris-versicolor
+70,6.427932020013239,2.9132050448715603,4.3026978764356105,1.321900839923097,Iris-versicolor
+71,5.688822762057008,3.7968266224740908,1.8024547847502783,0.2999936814434142,Iris-setosa
+72,6.886818061189039,3.1735428254728593,5.552074223498016,2.3033710438773554,Iris-virginica
+73,6.297283445788452,2.500991161180218,4.9227577955369535,1.4972325931017822,Iris-versicolor
+74,6.541861235395683,3.1786646718363305,5.183722681898734,2.034615891375556,Iris-virginica
+75,6.481235043727813,3.0,5.509873373447898,1.812480720984119,Iris-virginica
+76,5.975860986548313,2.9002945725919025,4.531573770704832,1.4993435315061268,Iris-versicolor
+77,5.2033184697392185,3.7874725504078564,1.5032607334324357,0.20546988369705374,Iris-setosa
+78,6.09986715473458,3.0022259282125225,4.61049991785397,1.4473256243484038,Iris-versicolor
+79,5.832408291994993,2.720847040386537,4.152475416729485,1.028742282158419,Iris-versicolor
+80,5.900349749332097,3.0,4.18030845364328,1.4879257629596365,Iris-versicolor
+81,6.310949731581985,2.2684719207959967,4.401830525693132,1.3093237074237207,Iris-versicolor
+82,6.881459511797766,3.0384682961800697,5.406452678888932,2.2177887358928294,Iris-virginica
+83,4.400000570509727,3.19370996524572,1.328760320570918,0.19614189400262755,Iris-setosa
+84,4.911301113427564,2.4285796381883937,3.4353881070797327,1.0193454782476417,Iris-versicolor
+85,6.5329641320431815,2.9992526424963097,4.357660998300651,1.3644725350109541,Iris-versicolor
+86,6.172562450175054,2.335838088842389,4.32473400989413,1.2611057471297724,Iris-versicolor
+87,6.198322307342585,2.2018439020351916,4.465387655478979,1.4925659351583538,Iris-versicolor
+88,5.607718961938912,3.0,4.497304267918871,1.5001707603492607,Iris-versicolor
+89,6.708070966482335,3.2987709469000555,5.707798811209321,2.499999616111602,Iris-virginica
+90,6.211861229642976,2.19322999571984,4.513628131741229,1.4989533769505,Iris-versicolor
+91,7.704745637008162,2.792489348654237,6.71980203396008,1.9979306916646085,Iris-virginica
+92,4.900247416548737,2.4174269485013973,3.3239693603356253,1.0126355356473298,Iris-versicolor
+93,4.808829974685187,3.400825306835829,1.565772156578208,0.19904819780230132,Iris-setosa
+94,6.093834658998176,2.7931756146073585,4.70859496835169,1.1974391339943333,Iris-versicolor
+95,6.716616332728749,3.3080471555836404,5.7133704950159965,2.097401877689814,Iris-virginica
+96,5.67502259492796,3.8011369202833785,1.7640956512165415,0.2896868456584537,Iris-setosa
+97,5.982971606377781,2.213319674962965,5.026357029604186,1.4973368893624464,Iris-virginica
+98,4.984512987885504,2.0000005446131977,3.5379098141091743,0.9864471836566062,Iris-versicolor
+99,7.475906548787269,3.0,6.463367760292608,2.114891751449296,Iris-virginica
+100,4.894393628173505,3.0,1.3812168521056618,0.19943986110860168,Iris-setosa
+101,4.912542954933164,3.0,1.3939150376439344,0.19815276310348895,Iris-setosa
+102,5.7017968050925205,2.9104023535933115,4.22784406907146,1.3002062263500638,Iris-versicolor
+103,6.495000325255418,3.1806170649894883,5.080259016580443,2.007760037844356,Iris-virginica
+104,5.625178431502489,2.9574562731690315,3.7267704171136753,1.302851931548542,Iris-versicolor
+105,7.9,3.806883782820084,6.40002513766572,1.985548114129005,Iris-virginica
+106,6.303336275182959,2.3153606255563304,4.439777231785564,1.306239758105545,Iris-versicolor
+107,7.575392746265553,3.0,6.603357380577451,2.102927029191649,Iris-virginica
+108,5.453490048521688,2.5608319510144963,4.334338596674705,1.1611061157929403,Iris-versicolor
+109,7.7172109207182835,2.5878056724622884,6.9,2.3101580727333255,Iris-virginica
+110,5.199102634799156,3.404927497065769,1.4026930538951778,0.19626062548033574,Iris-setosa
+111,6.200489031083991,2.1958225445340522,4.479376940622574,1.4957615066344783,Iris-versicolor
+112,5.586517398969331,2.8874503086404646,3.6979580046192786,1.30430919624909,Iris-versicolor
+113,4.789668515499495,3.3892363408995023,1.4925762542376,0.21043986776023377,Iris-setosa
+114,7.2928206921059715,2.895332915039848,6.289197943574001,1.8217749974001212,Iris-virginica
+115,5.51549758488212,2.4106031734659568,3.673506232950749,1.0035573794466413,Iris-versicolor
+116,7.697203353187898,2.581389265264608,6.9,2.303220985146046,Iris-virginica
+117,6.468440657783724,3.1289045382902616,5.179980584719314,1.9338241751676066,Iris-virginica
+118,5.742345196289225,2.8802770109719766,4.233068152874352,1.311335853551488,Iris-versicolor
+119,4.811571896316762,3.0,1.404165853632843,0.10000009640595348,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/29/test.csv b/iris/tab_ddpm/7_3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/29/train.csv b/iris/tab_ddpm/7_3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/29/val.csv b/iris/tab_ddpm/7_3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/3/synth.csv b/iris/tab_ddpm/7_3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d190419c3b041211195c2eeffc7df0e493b9ea72
--- /dev/null
+++ b/iris/tab_ddpm/7_3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.822576290342968,3.4064414374823224,1.6644745761288673,0.1989031115690179,Iris-setosa
+1,4.505148359213533,2.3196472061993396,1.3045646008892486,0.3049649557868294,Iris-setosa
+2,6.75111307326946,3.2761740494465115,5.670519271852876,2.1532967933074043,Iris-virginica
+3,4.400000599404455,2.9076890908493995,1.3746083278753818,0.19851413343395774,Iris-setosa
+4,6.478079580264875,3.0,5.5435086472693005,1.7933959169396192,Iris-virginica
+5,6.175135036933892,2.220321886935137,4.475681534227135,1.490977283498975,Iris-versicolor
+6,4.4,3.20490730579504,1.295942670578813,0.20037038087038356,Iris-setosa
+7,6.001243839073638,2.8741936575483917,4.537310224553572,1.5046428296681897,Iris-versicolor
+8,4.999471825484195,2.0,3.5427329314950624,0.9094703574626177,Iris-versicolor
+9,7.899998553841573,3.7935719524144664,6.386910042435389,1.980429548355192,Iris-virginica
+10,5.4037428063483395,3.899999500651071,1.293710079167739,0.4430950269865171,Iris-setosa
+11,6.005721068008958,2.7112077280660594,5.053846060073744,1.6087083569832976,Iris-versicolor
+12,5.576103316660588,2.4548397071914856,3.833752991754952,1.0494253054581002,Iris-versicolor
+13,5.435163825371027,2.958882389021312,4.129337819708709,1.376696279577949,Iris-versicolor
+14,6.076294497903181,2.5941370464563693,5.60778851611746,1.4091006911470922,Iris-virginica
+15,4.591099456704442,3.6134932370396307,1.0,0.20486782280981342,Iris-setosa
+16,4.400000449157796,3.1630756869854286,1.3029920230415843,0.20267927067530725,Iris-setosa
+17,5.620343475365697,2.891756574955775,3.5995412712722836,1.3097112407444926,Iris-versicolor
+18,6.512166480126636,3.2133819472432092,5.160503101853859,2.0246979385326505,Iris-virginica
+19,4.90349648238007,3.113889037638822,1.7730953183887495,0.10000009532620813,Iris-setosa
+20,6.1292448260140135,2.8403347616678287,4.674807166574095,1.2135143397977428,Iris-versicolor
+21,6.19372201885519,2.211732261194009,4.5702439190746,1.5072235986774842,Iris-versicolor
+22,4.60058766165944,3.5938127009137673,1.0,0.20534703070292687,Iris-setosa
+23,5.432506916895519,3.406621078067875,1.653832455792699,0.20457252260329284,Iris-setosa
+24,5.965919956825475,2.687069343250544,5.006775354938831,1.5743494830017024,Iris-versicolor
+25,5.100544339902339,3.6885150686632513,1.671184518519627,0.41596142101042977,Iris-setosa
+26,6.7951735988160396,2.8065566127986057,4.799218817159523,1.394978798047655,Iris-versicolor
+27,5.618129105954316,3.0,4.4660890604351575,1.495704483430331,Iris-versicolor
+28,5.626960525421662,3.0,4.507465885776478,1.5129977127482477,Iris-versicolor
+29,6.320004196440169,3.397874641167704,5.591932465189975,2.395805222200354,Iris-virginica
+30,6.891971491886229,3.1026941241307426,5.142770801762378,2.314496543694397,Iris-virginica
+31,4.4,3.1930703560997618,1.298602332570232,0.20083241743206184,Iris-setosa
+32,5.048684562603034,3.547560490975446,1.4012125483683793,0.20247452584694872,Iris-setosa
+33,5.36939871222216,3.383336402202633,1.5461019224864139,0.20016588195375357,Iris-setosa
+34,5.397789215285151,3.4061191043840116,1.498247430551914,0.38682272030082426,Iris-setosa
+35,7.082994487175083,2.776890929839363,6.174290222743506,1.7968591322397351,Iris-virginica
+36,4.608741877734652,3.5894980503534235,1.0,0.19554853574786285,Iris-setosa
+37,5.953930290183363,2.757053010687913,4.211333985369518,1.168485566351921,Iris-versicolor
+38,6.188924907395955,2.2107668509934943,4.520203797532669,1.500934815915585,Iris-versicolor
+39,6.803815665977241,3.195323983181574,5.955653107928991,2.290021013773295,Iris-virginica
+40,5.631755360760302,3.0,4.48640202177812,1.5002668528776062,Iris-versicolor
+41,5.742507412183757,2.8349575302330985,4.4981552641553195,1.3107073304462817,Iris-versicolor
+42,5.613786808034341,2.8985276364126333,3.645508985706775,1.279659297280798,Iris-versicolor
+43,5.595866209145777,3.0,4.107471553880805,1.2975128291359126,Iris-versicolor
+44,5.683346361686906,2.8857027205435584,4.116768099545645,1.3036817130644425,Iris-versicolor
+45,5.739695248621948,2.8020291506800903,4.292707582592171,1.2575987234443793,Iris-versicolor
+46,5.791632746175814,2.691803726075716,4.118320631327084,1.0012638073185425,Iris-versicolor
+47,5.571098809987715,3.0,4.513921608634687,1.498699723477631,Iris-versicolor
+48,5.370810478603352,3.4015764716362726,1.4942808420311686,0.3887670510810581,Iris-setosa
+49,4.4,3.1771642473828208,1.2808813743584917,0.20297739979388998,Iris-setosa
+50,6.084167171806978,3.3862328764093923,4.545169494248133,1.5921631630110773,Iris-versicolor
+51,6.016628992650967,2.7189815231399073,5.034130628438035,1.5481451641086057,Iris-versicolor
+52,7.282113440533441,2.9036272852627882,6.291055354269164,1.809181282731199,Iris-virginica
+53,6.702271967816764,3.1083629019322516,4.689938711322145,1.4927996077201893,Iris-versicolor
+54,5.8250888451776595,2.7021175848141796,4.151473970488193,1.020485587734253,Iris-versicolor
+55,6.792176423639695,3.0,5.523575108489564,2.074231044811143,Iris-virginica
+56,6.264799694756169,3.2908894977215293,4.663489611514791,1.5529706526662066,Iris-versicolor
+57,6.281318903862053,2.4160888374170337,4.723415050503034,1.4194930343266845,Iris-versicolor
+58,5.882179615756745,3.0,4.2041406949257185,1.49914082689274,Iris-versicolor
+59,6.530110660087935,3.0,4.355141240010641,1.3594098055612964,Iris-versicolor
+60,5.402626234707826,3.3918988943167174,1.6034797051641207,0.19607358144091852,Iris-setosa
+61,6.287438500963174,2.5014694092234797,4.885283861307682,1.5221815229151907,Iris-versicolor
+62,4.829025119201763,3.3935246091000955,1.5166673814781724,0.19875068994838574,Iris-setosa
+63,5.091651211703347,3.6982958591621014,1.499413248709374,0.41829509143110843,Iris-setosa
+64,5.14052155301917,3.775480196842925,1.6421428693642237,0.20022736079827871,Iris-setosa
+65,5.6957031444423345,2.8083097336546667,4.5153607190859315,1.296957959520341,Iris-versicolor
+66,4.593704876577449,3.573378168457709,1.0,0.19637700480605302,Iris-setosa
+67,6.695474032060599,3.305916058108384,5.675923425130623,2.1031754962216533,Iris-virginica
+68,6.8158688906419345,3.0,5.546132638646226,2.098139229253436,Iris-virginica
+69,5.087511872646165,3.515757710799861,1.4018769137036713,0.19841067222319794,Iris-setosa
+70,4.566236268191431,3.5840653866065573,1.0,0.20523115505284792,Iris-setosa
+71,4.615237158091898,3.407315569047476,1.3942875251321392,0.29936950417361397,Iris-setosa
+72,6.3025238831541905,2.3233187326971056,4.367132897766704,1.3031996514361652,Iris-versicolor
+73,7.691930060537215,2.5928288814481077,6.9,2.3103585676454776,Iris-virginica
+74,7.458339349914619,2.850883774454145,6.4793571198317315,1.8396155185672844,Iris-virginica
+75,5.40360455667012,3.9,1.290959711621006,0.43716056228233247,Iris-setosa
+76,5.8213893410028446,2.7470042105261534,4.446785702359277,1.1569693337135898,Iris-versicolor
+77,6.3075754019132715,3.2996678791448733,4.669135954610995,1.613183241467632,Iris-versicolor
+78,4.592845639786738,3.3965025466801437,1.4003357086575334,0.3194963943279986,Iris-setosa
+79,4.600027189686978,3.4147411755540644,1.4022887483598818,0.3172069839170257,Iris-setosa
+80,7.621547988497904,3.0,6.604828396372375,2.0852302030232996,Iris-virginica
+81,4.502333649597723,2.275785217743815,1.3042833990109743,0.29780912010531013,Iris-setosa
+82,6.047791137222752,3.3838969580570004,4.527395164875068,1.5966637935822219,Iris-versicolor
+83,7.176791523465524,3.0,6.05120895810762,2.0870412011033657,Iris-virginica
+84,7.715430878808661,2.8203442380137167,6.681863992819142,2.008423001814243,Iris-virginica
+85,4.905926239459141,3.1033922289350597,1.4923536792524437,0.10000012450659797,Iris-setosa
+86,6.308655019250868,3.273776393448157,4.715797523382528,1.5918842774997217,Iris-versicolor
+87,4.9836379912412925,2.0,3.449803392066987,0.946594682827886,Iris-versicolor
+88,7.699514411201461,2.623877750834302,6.899998055852777,2.3199935162331515,Iris-virginica
+89,6.30761678885046,2.2910753588802795,4.4460551997413225,1.27494452018091,Iris-versicolor
+90,6.213253732494387,2.185918654107365,4.528612956592803,1.4912375947005043,Iris-versicolor
+91,5.596689770853474,2.7204431083992437,4.4621217763735705,1.2678494366302195,Iris-versicolor
+92,5.5101739105947685,2.5823228978925528,4.341699562836259,1.2215732904725276,Iris-versicolor
+93,4.803779418654173,3.0,1.3901242971792598,0.1,Iris-setosa
+94,6.696127963556601,3.0278461417311466,4.592987908495561,1.476124589147957,Iris-versicolor
+95,6.122222123924152,2.606637429470614,5.596706927783475,1.399562487421163,Iris-virginica
+96,6.917484596181434,3.1077957868596666,5.162218639584508,2.2912332143997935,Iris-virginica
+97,5.89839482947592,3.0,4.20734463439985,1.5010250225299018,Iris-versicolor
+98,5.17952085180719,3.3754819091042085,1.396500151515893,0.1959057193194701,Iris-setosa
+99,4.94341366356753,3.0157950248747416,1.394074913066702,0.19566876121076038,Iris-setosa
+100,5.637904788260147,3.0,4.497317497652494,1.4932370284518024,Iris-versicolor
+101,5.39311920569184,3.4029171500855675,1.4958661524944752,0.42378812113475434,Iris-setosa
+102,6.273788183952828,2.3874613962387103,4.804628836717729,1.49994455244876,Iris-versicolor
+103,7.619086095709302,3.0,6.597317073700581,2.088624942324924,Iris-virginica
+104,6.9089430198223445,3.0975934417421827,5.085347766000742,2.295769390368854,Iris-virginica
+105,4.501573787138843,2.2920165337969616,1.3038938462142193,0.32085758238485085,Iris-setosa
+106,6.422749429358232,2.9814406947203067,5.5706765341462425,1.7944225396177318,Iris-virginica
+107,4.805465719727497,3.0,1.3900127637732291,0.2948575410852408,Iris-setosa
+108,5.233837522698911,2.693058265223061,3.822290157770369,1.3994727183790976,Iris-versicolor
+109,4.778008668578385,3.393538771269383,1.6241298617369222,0.19933960301898646,Iris-setosa
+110,5.475408643813661,2.593964092166682,4.410784938768865,1.1685466982251524,Iris-versicolor
+111,6.1930455193279235,2.1909292229483057,4.493379591193419,1.4937950241863125,Iris-versicolor
+112,6.031904056250059,2.959851915298881,4.479230908570173,1.466342851860594,Iris-versicolor
+113,6.268659787903608,3.401956026302437,5.578852708141729,2.4108014845338577,Iris-virginica
+114,6.891909510976091,3.1753897074366773,5.911228351893043,2.276739284372274,Iris-virginica
+115,6.355519476222826,2.8758119137540263,4.256748008834178,1.245949419908822,Iris-versicolor
+116,4.907778216585519,3.0906605535596494,1.4972859784502612,0.1,Iris-setosa
+117,5.126469014081801,2.5976057527404333,3.5326846574055324,1.313018698089361,Iris-versicolor
+118,4.4,3.240501395784613,1.283596503546661,0.20883303293294483,Iris-setosa
+119,6.204037106388847,2.1983868417132237,4.466823391046638,1.4811198529241927,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/3/test.csv b/iris/tab_ddpm/7_3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/3/train.csv b/iris/tab_ddpm/7_3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/3/val.csv b/iris/tab_ddpm/7_3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/4/synth.csv b/iris/tab_ddpm/7_3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..126cc94a9de32770a127c7c58c3b9adbf9400d61
--- /dev/null
+++ b/iris/tab_ddpm/7_3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.66999186643653,3.0,4.480343315240636,1.482157135666324,Iris-versicolor
+1,7.308773315860218,2.900871263569863,6.304841598144341,1.7803374063524562,Iris-virginica
+2,4.615198620724231,3.59559533986298,1.0000004459727727,0.20355128912892095,Iris-setosa
+3,7.30671015261113,3.0,6.280479124262863,2.093351395885316,Iris-virginica
+4,6.3588191875679625,2.9562757755658433,5.5798792751311925,1.790897306621823,Iris-virginica
+5,6.126073405775597,2.5966739900495575,4.985891160650215,1.5353361716014338,Iris-versicolor
+6,6.33320879720837,2.5081589725094817,4.933853018747795,1.5042451284143656,Iris-versicolor
+7,5.991196524679488,2.2228347509919897,4.962714103865712,1.542273107881708,Iris-virginica
+8,4.663789795161897,3.427884326489239,1.3918852851861307,0.3304503249829153,Iris-setosa
+9,5.999567010170654,2.905104400948479,4.482827149409002,1.501343618453553,Iris-versicolor
+10,4.4000005154876884,3.2058374819673463,1.3206438803684704,0.19850993987055657,Iris-setosa
+11,7.716353592796805,2.584777279244578,6.9,2.269546540210085,Iris-virginica
+12,6.7155088429238265,3.126408866376059,4.707758692530132,1.5016463077514253,Iris-versicolor
+13,4.816313611091256,3.0,1.400437707092689,0.29710885597198355,Iris-setosa
+14,5.626522970412613,3.0,4.094140018760502,1.2773334616274854,Iris-versicolor
+15,5.954724791689158,2.8691918856052827,4.492386576937305,1.507180250956372,Iris-versicolor
+16,5.975873840668631,2.6973413210317982,5.050915330095369,1.5988543282299013,Iris-versicolor
+17,6.705109850278847,3.2996464743857565,5.719039632017576,2.1000022693289577,Iris-virginica
+18,5.825954694204412,2.693665905729486,4.0711230753256915,1.0171922576015069,Iris-versicolor
+19,5.427026899846944,3.9,1.2930817424660397,0.3772825167315155,Iris-setosa
+20,4.8092220963026335,3.0,1.3991339113050512,0.1,Iris-setosa
+21,4.993532224337443,2.0,3.494244897063343,0.9987696799873618,Iris-versicolor
+22,6.303514433481266,2.4905326111725516,4.858745702066746,1.4934467833476854,Iris-versicolor
+23,5.394974865779296,3.400093675204703,1.5000631907735973,0.39340664295675887,Iris-setosa
+24,4.9751912347788725,2.000000749291657,3.5399499771071135,1.0591321893451544,Iris-versicolor
+25,5.987574504644182,3.3389749610762456,4.428102711341248,1.5558985994908194,Iris-versicolor
+26,5.671365994765429,2.523399171488617,4.019039242393587,1.142550392797933,Iris-versicolor
+27,5.19095371950871,3.4154103710079844,1.401621527705917,0.19830708643630668,Iris-setosa
+28,7.660745615348678,2.8081109359558365,6.669784124034614,1.994462643865335,Iris-virginica
+29,6.330153166641752,2.479392515747734,4.900165087100155,1.4951457125810166,Iris-versicolor
+30,4.793832390201317,3.0,1.402274912416746,0.1,Iris-setosa
+31,4.499334155609781,2.310962176598427,1.3239862236346474,0.2974289315761556,Iris-setosa
+32,6.524743091577674,2.999372269665362,4.334631720481506,1.36802672162128,Iris-versicolor
+33,6.299759707433995,2.3050517351174946,4.4010180999073425,1.2966319924588257,Iris-versicolor
+34,4.88862066067252,3.0,1.4073122857830924,0.20022600920035777,Iris-setosa
+35,6.286865672904312,2.3377377729617503,4.381018251675451,1.2909904636105756,Iris-versicolor
+36,6.9457703522533265,3.1745509402284315,5.669161930892534,2.290014238168151,Iris-virginica
+37,6.333503892416422,3.413194655534825,5.596055306849193,2.4008450773713377,Iris-virginica
+38,4.800896215885643,3.395036918498341,1.6002602769155094,0.1968931483056507,Iris-setosa
+39,6.048806223256407,2.283720087587873,5.202000844072752,1.493059063913363,Iris-virginica
+40,7.290498388751132,3.0,6.2200549836611065,2.08944194257125,Iris-virginica
+41,7.291330712414865,2.902703409929278,6.269193076864519,1.7850560672558884,Iris-virginica
+42,6.200117674607754,2.206424581461499,4.496695474136633,1.5036709742868999,Iris-versicolor
+43,5.635137299150167,2.9068945048602064,3.872018925182486,1.2962202652096244,Iris-versicolor
+44,5.0866634806696585,3.807326598250477,1.5050618593177705,0.19796259226093027,Iris-setosa
+45,4.802035319599977,3.396495276930599,1.4990764379126547,0.19830523893434415,Iris-setosa
+46,4.4,2.8853715139493707,1.4030968851241534,0.20215773319499028,Iris-setosa
+47,6.245880252776994,3.3349411275647003,4.624775035822931,1.5568547412878422,Iris-versicolor
+48,5.41228165764555,3.410673600989968,1.6131227405348527,0.1946040215131435,Iris-setosa
+49,7.572698915668674,3.0,6.603128625138392,2.1144376818490316,Iris-virginica
+50,6.961735832354599,3.1081241919863913,5.103029650918674,2.308444036837024,Iris-virginica
+51,5.4036076741452455,3.745329454024447,1.5896626813883112,0.36616893764017316,Iris-setosa
+52,7.8999987317984095,3.794923246579887,6.347003617697317,2.0086054072181456,Iris-virginica
+53,5.444865314022958,3.8999995998226087,1.3106319458065463,0.4276723319220765,Iris-setosa
+54,6.279267580912906,2.2913837529055616,4.402206744455727,1.2984694020622722,Iris-versicolor
+55,5.89981527925121,3.0,4.152665726813868,1.5008101530184053,Iris-versicolor
+56,6.7009311900803725,3.2896272035405065,5.692114639104119,2.0952409797915705,Iris-virginica
+57,5.603341268634881,2.880881731352963,3.6115562542295994,1.3029929374258595,Iris-versicolor
+58,4.811307020197973,3.0,1.3996524972134678,0.1,Iris-setosa
+59,6.300533369715608,2.299038567580832,4.364217218113681,1.3087098964774744,Iris-versicolor
+60,6.003876596826216,2.212738152274314,5.030166848255862,1.5036540316675873,Iris-virginica
+61,5.700463158531067,3.791295885612739,1.5606179695054203,0.29605513095491964,Iris-setosa
+62,4.6419145944368045,3.4043937925694006,1.3937823992245306,0.3111467735013223,Iris-setosa
+63,5.810250022264636,2.6850173048012818,5.1290496357364,1.931835580167992,Iris-virginica
+64,5.5800529870203555,2.4751433622164893,3.8547375301886344,1.0913450652386163,Iris-versicolor
+65,6.806355877575905,2.7884487979372357,4.883606869124749,1.4139670317757782,Iris-versicolor
+66,7.266593545995724,2.901453680809903,6.262064991980668,1.7828510531139286,Iris-virginica
+67,6.297610089104658,2.2932668490430994,4.40634305725516,1.3003535505955555,Iris-versicolor
+68,5.675662137982074,3.792585248606491,1.7653939677025092,0.30713235800424127,Iris-setosa
+69,6.5099701727592825,3.0,5.787380369205355,2.2088445120650304,Iris-virginica
+70,6.6868398134708205,3.099713036338522,4.732903625967837,1.4989742567913535,Iris-versicolor
+71,4.625881773882124,3.5921298430936024,1.0,0.1959966687784802,Iris-setosa
+72,4.636054943169209,3.4027157335313447,1.4026833310137117,0.318977656525619,Iris-setosa
+73,4.8218628015567235,3.0,1.3963428076013473,0.29721688460423457,Iris-setosa
+74,5.4136701725454826,3.3890515706850173,1.4968305088016385,0.3503722275052418,Iris-setosa
+75,5.09883655420213,3.6925639804423804,1.6505085625543763,0.3871194874192395,Iris-setosa
+76,6.422379702129034,2.9038914356120302,4.280240866182337,1.3096243184447156,Iris-versicolor
+77,5.21163487770293,2.7087352508248164,3.904822509313795,1.4071594161735719,Iris-versicolor
+78,6.70803803377133,3.3040121759372525,5.6931296371470115,2.0862162769566526,Iris-virginica
+79,6.273342145584167,2.306497807990705,4.393597804796381,1.3062940606206714,Iris-versicolor
+80,5.698196247468832,2.7782439972684863,4.511837060745978,1.2843771683001468,Iris-versicolor
+81,7.603511354646493,3.0,6.615089723940762,2.090161303225143,Iris-virginica
+82,6.276731957565903,3.399331108457144,5.587579015397889,2.398903077034017,Iris-virginica
+83,5.405797928238958,3.393521209290169,1.6211133474892379,0.19855897361046965,Iris-setosa
+84,6.807723062483495,3.2002947838103957,5.876465603034758,2.3047863019089196,Iris-virginica
+85,6.307208910852346,2.5132249774281026,5.007637464041997,1.89035813159398,Iris-virginica
+86,7.9,3.795459766582596,6.404058669221299,2.007855581085155,Iris-virginica
+87,5.098766820457173,3.8037230700423343,1.6115046133156519,0.1932478820640381,Iris-setosa
+88,6.814718545523574,3.197281918920056,5.855146682723621,2.3031256916700564,Iris-virginica
+89,6.100875066930675,2.6006257283921372,5.614943460026286,1.4267735969588835,Iris-virginica
+90,7.685494444592979,2.6021514567025124,6.9,2.305085378559744,Iris-virginica
+91,5.4650602288020655,2.394562635261697,3.738880064856315,1.0165426468164525,Iris-versicolor
+92,5.800806026982697,2.732001728948646,4.133569081603255,0.9395314762947062,Iris-versicolor
+93,5.125588853663387,3.6175354389087824,1.4210312992834373,0.20260346598625342,Iris-setosa
+94,5.617848223341819,2.523424189568138,3.9915684610473043,1.1190374596759727,Iris-versicolor
+95,5.0273826162295645,3.4008810536578182,1.4859643433281549,0.47921695462852704,Iris-setosa
+96,7.647109751943105,3.0,6.615778377622189,2.0865521216684773,Iris-virginica
+97,5.6051450775571245,3.0,4.486359629970706,1.5028583300236293,Iris-versicolor
+98,4.9998208463542895,2.000001018968846,3.568599752139323,1.0349696368915364,Iris-versicolor
+99,5.4851691317725795,2.6026090494410092,4.390328363508652,1.198820588287245,Iris-versicolor
+100,5.234676004642867,2.6999878276820963,3.9783647663164676,1.394578974174417,Iris-versicolor
+101,6.100306922494914,2.603752499295217,5.602058129768678,1.4423243385545925,Iris-virginica
+102,4.4,2.946355728530658,1.3799170890397425,0.20112804717439875,Iris-setosa
+103,4.602850637475086,3.603733083990176,1.0000004651861698,0.19284231104736727,Iris-setosa
+104,5.00475672634472,3.62167356017381,1.3963550853368165,0.2002445761217678,Iris-setosa
+105,4.4,2.8989056352062352,1.4005252657558842,0.1986557848071211,Iris-setosa
+106,5.6459662380741,2.8948121944541128,3.790644772128004,1.3089941359268293,Iris-versicolor
+107,4.992123207537578,3.613674782346277,1.4012751509265744,0.20220942169083264,Iris-setosa
+108,5.990788000663989,2.2012230283261456,5.004351958561209,1.5094004539496977,Iris-virginica
+109,6.703736155711016,3.292958507826722,5.712158120865401,2.119580843305235,Iris-virginica
+110,6.2892394553205895,2.30447468408631,4.3881126939197985,1.2655734040118727,Iris-versicolor
+111,6.7843900438949625,2.799101748651534,4.80298693849722,1.4081956836013103,Iris-versicolor
+112,4.4,3.104657479919169,1.3301634094511385,0.19667254284029967,Iris-setosa
+113,6.497654548648415,3.0,5.435492357668235,1.7917397185149107,Iris-virginica
+114,6.6929236359431306,3.1136941691501168,4.691058617750596,1.5116210357858821,Iris-versicolor
+115,6.138871076224235,2.58786479316165,5.623889421312494,1.4146208013797468,Iris-virginica
+116,6.66172312870759,2.5025793265423935,5.795451568069845,1.7869371420956348,Iris-virginica
+117,6.794262643637679,3.0,5.502055754330057,2.0944101957243815,Iris-virginica
+118,6.79884097861063,3.2121335832499622,5.900905301064473,2.2977688569168433,Iris-virginica
+119,5.5515836079156795,2.4411747407084174,3.80546598045495,1.0531565657565507,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/4/test.csv b/iris/tab_ddpm/7_3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/4/train.csv b/iris/tab_ddpm/7_3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/4/val.csv b/iris/tab_ddpm/7_3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/5/synth.csv b/iris/tab_ddpm/7_3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cf7c9b591f67d8ea39f68ad702e646a7866607b
--- /dev/null
+++ b/iris/tab_ddpm/7_3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.646357083679475,2.934270999916468,3.688707692742398,1.3279134342254597,Iris-versicolor
+1,4.808371122331282,3.0,1.4076533099467308,0.1,Iris-setosa
+2,6.216754438492615,2.226521731883052,4.554745345807714,1.4971100321554065,Iris-versicolor
+3,5.497589129958455,2.6088825777244393,4.390725080367885,1.2244851778192398,Iris-versicolor
+4,4.793054502842712,3.395053473056433,1.636715068898972,0.20197393497386248,Iris-setosa
+5,6.707857417238529,2.497484825191129,5.80682454655779,1.808942187346223,Iris-virginica
+6,5.68305329650125,2.7523924778642224,4.514378606987107,1.2629799574889218,Iris-versicolor
+7,6.918034223741223,3.153914985204684,5.535984581029506,2.301512002635353,Iris-virginica
+8,7.562058717798743,3.0,6.555709936895341,2.0926328526750573,Iris-virginica
+9,5.9555335806249134,3.4151188187510253,4.489681867585114,1.604057843184128,Iris-versicolor
+10,5.545279783355584,2.4159763934597938,3.8044643366508,1.0596665207252616,Iris-versicolor
+11,4.919996014113354,2.411417270269917,3.188571731157781,1.0154555507795187,Iris-versicolor
+12,5.976110889567866,2.1793633164323745,5.026340047722254,1.4932709528284422,Iris-virginica
+13,5.383168542104884,3.4138286278030385,1.7659755522508485,0.19736785440084142,Iris-setosa
+14,5.386840565358472,3.4096916964143977,1.699295074597906,0.2027910814477705,Iris-setosa
+15,5.99634996657835,2.863469553790169,4.567914066027183,1.5151748716910531,Iris-versicolor
+16,6.147966802147228,3.363282674189322,4.580532525662572,1.597731800221588,Iris-versicolor
+17,5.766565108322413,2.8083219579823098,4.553838738192704,1.3002381572051718,Iris-versicolor
+18,7.241036468704344,2.9070533025767813,6.257470830341566,1.8052530490709722,Iris-virginica
+19,6.711850500364615,3.1178137361127582,4.721629800808392,1.4912460499126936,Iris-versicolor
+20,6.799248973515456,2.7964787112225493,4.814569720896738,1.4064586293202672,Iris-versicolor
+21,5.791068538804152,2.7986445964079834,4.132890740519796,1.1151240155429454,Iris-versicolor
+22,4.4,3.181993679262293,1.3073011591072183,0.19919771377683537,Iris-setosa
+23,5.95601590576674,2.8290578455711333,4.610273406070816,1.5039339696613117,Iris-versicolor
+24,6.525308282853698,3.2090197456759304,5.092293794126189,2.0021841673830876,Iris-virginica
+25,4.617881689372218,3.4063885831669034,1.3894517744395278,0.31232065864572744,Iris-setosa
+26,4.898363036681567,3.0551598420962804,1.480622770233986,0.1,Iris-setosa
+27,4.987654500430618,3.61078537689286,1.4012848422502349,0.1952658322643442,Iris-setosa
+28,6.654413254423597,3.118164806671589,4.646695545729181,1.5058308009621084,Iris-versicolor
+29,6.495895581432738,3.0,5.7942499560935845,2.1945348413446464,Iris-virginica
+30,6.313369286514081,2.948620401785144,5.550222243383277,1.7651748206327886,Iris-virginica
+31,6.817138531354628,3.0,5.398979883817401,2.159104520995687,Iris-virginica
+32,4.992044624984046,3.573256515266043,1.3995201802095256,0.20135346014180908,Iris-setosa
+33,5.9094209064583,3.0,4.125452046003547,1.4960945665988257,Iris-versicolor
+34,6.4918641806375925,3.0,5.785284108692369,2.1920042910777062,Iris-virginica
+35,4.400000468468525,3.1936302322408516,1.3219304378652859,0.2057424083795151,Iris-setosa
+36,5.151682570138228,2.6709669848596675,3.8452586456623563,1.394522405791773,Iris-versicolor
+37,6.774883896399856,3.207370144656287,5.866906379047567,2.2869000669967208,Iris-virginica
+38,4.622783769690091,3.401808607000311,1.4086583797538634,0.2970201324249145,Iris-setosa
+39,5.510182336058954,2.3917121850919343,3.7442024430883056,1.0398324270620494,Iris-versicolor
+40,5.636043816917976,2.5486894605049644,3.9121233123268606,1.0768150277139092,Iris-versicolor
+41,5.001015064257777,2.0,3.5441657774547695,1.0017017314346819,Iris-versicolor
+42,6.679887686038713,2.5067521575085188,5.799028477071351,1.7924640145558834,Iris-virginica
+43,6.696812248524645,3.255487574278504,5.763877871973737,2.202605760963168,Iris-virginica
+44,6.793678196601669,2.809468254631595,4.821528923002954,1.409809178861269,Iris-versicolor
+45,6.021752106412249,2.7692572107172326,4.8797436378508365,1.575032052631051,Iris-versicolor
+46,5.414970283813938,3.403001349283661,1.6122691185479934,0.37295627625823813,Iris-setosa
+47,5.221515950678627,3.397493708178918,1.3956376354844382,0.19530175967913876,Iris-setosa
+48,5.133326418915514,2.5138960818613736,2.9927812122651747,1.131081437418656,Iris-versicolor
+49,4.578739042415189,3.5823725133492736,1.0,0.19606299340571492,Iris-setosa
+50,5.988630842169392,2.1952131527374057,4.985076371229607,1.489315254977554,Iris-virginica
+51,5.661419995638548,3.789529596449331,1.6684468012578777,0.2990114167037369,Iris-setosa
+52,5.99254876115839,2.678843040859792,5.033563631458441,1.6322125810095622,Iris-versicolor
+53,5.240007365568825,3.446190094063089,1.469120561143158,0.4425644171125226,Iris-setosa
+54,5.669216121337336,3.793276895465588,1.6063438286062923,0.2835983706650675,Iris-setosa
+55,6.021127279053893,2.6999777077617937,5.16070601068107,1.6357413382984691,Iris-versicolor
+56,5.0995810796490675,3.6920129443650036,1.4999586041586617,0.37430561587695776,Iris-setosa
+57,6.970960538397232,3.180092232913352,5.577385406809882,2.3090413521139777,Iris-virginica
+58,6.2775613766218,2.517507673276091,4.955671583159694,1.5091512097978903,Iris-versicolor
+59,5.506505598964638,2.3935640263291393,3.6141728438872827,0.9565857013374142,Iris-versicolor
+60,5.20055335832782,3.402936645342869,1.403867503566077,0.20021392196641002,Iris-setosa
+61,7.639991321206697,2.826245490435597,6.670519429242831,1.967941602548542,Iris-virginica
+62,6.673025836867406,3.0427311182139163,5.814966172517001,2.2474578551100346,Iris-virginica
+63,4.90208402022312,3.1077175797016268,1.5604273308133783,0.10000012096610406,Iris-setosa
+64,4.7664510754230465,3.0,1.3919735036900684,0.31894474430178654,Iris-setosa
+65,5.904361427872063,2.691472661104557,5.096769972846411,1.8470055953071134,Iris-virginica
+66,6.0524201912527245,2.680914228792491,5.120307685127611,1.5855723548025666,Iris-versicolor
+67,6.326544343611048,3.3866301776444634,5.61411296494221,2.3928788049701764,Iris-virginica
+68,6.103803257519681,2.6062530740595657,5.578589431979985,1.4016805467449676,Iris-virginica
+69,6.098140384186016,2.8042474448070074,4.6629769558633045,1.1725157967032245,Iris-versicolor
+70,6.306208313653639,3.406442177893575,5.5899575288076075,2.399007000423003,Iris-virginica
+71,5.944245268525816,3.4001935522176105,4.491537758209796,1.5967469155748124,Iris-versicolor
+72,6.26359657022069,2.263199717686754,4.415149852988081,1.3187064872388985,Iris-versicolor
+73,5.570833649731643,2.4740613356558967,3.786777717094909,1.054522197358432,Iris-versicolor
+74,6.457827674636411,2.9278195385282237,4.3032587728559095,1.3155340318268505,Iris-versicolor
+75,4.4000005654507275,3.180333111019683,1.2889194001623072,0.199509947037676,Iris-setosa
+76,5.710376551024086,2.8864885591114153,4.2286523486773495,1.3031306049706282,Iris-versicolor
+77,6.71143452495263,3.10127699367053,4.695409319686021,1.505132472623343,Iris-versicolor
+78,5.0883088648144,3.796459393665147,1.6584144790964914,0.20010102502425364,Iris-setosa
+79,7.702555204248485,2.5922585459144747,6.9,2.287829265477573,Iris-virginica
+80,5.847558972433726,2.6824043624734752,3.9639797330837094,0.9802784166541783,Iris-versicolor
+81,7.657192273709345,2.582893311761832,6.8999989088222655,2.3017431585893027,Iris-virginica
+82,5.745510079272937,2.792814460209544,4.535809401977729,1.302988822453479,Iris-versicolor
+83,5.592394942257188,3.0,4.455058365979408,1.4972220081701944,Iris-versicolor
+84,5.683364545024748,2.9370856000838472,4.152493034068477,1.2872307839046606,Iris-versicolor
+85,4.8024867099283775,3.3903147295474665,1.6279078238244304,0.19389448384316643,Iris-setosa
+86,5.4052688435386145,3.4020247359104716,1.5861765686434934,0.3955635166570898,Iris-setosa
+87,5.621022992691667,2.905159963755948,3.6654746958564735,1.2813753819848999,Iris-versicolor
+88,7.282427780579728,3.0,6.19401306467019,2.129608058808206,Iris-virginica
+89,5.562653817551554,2.644117591988092,4.406858993927852,1.2170427977519491,Iris-versicolor
+90,5.202961042294895,2.690983150014404,3.929484558542355,1.406895734316686,Iris-versicolor
+91,6.665802512327822,3.0429163438070996,4.590196083451306,1.4799571470013628,Iris-versicolor
+92,6.5840938061950425,2.8658022755200143,4.5188830918541045,1.3521730322109207,Iris-versicolor
+93,6.045225178914731,2.5824486529006303,5.580712252909963,1.3976531093649125,Iris-virginica
+94,4.400000536923054,2.904385906476051,1.399165868764105,0.20707879844034535,Iris-setosa
+95,6.179633757035752,2.2014114550293966,4.496144648861421,1.4876223821912884,Iris-versicolor
+96,5.697984772975239,2.8147222121762367,4.462830667464109,1.2995836278984614,Iris-versicolor
+97,6.4307304346177645,2.996228206966346,5.562752261428621,1.8826140976328631,Iris-virginica
+98,6.553166058569443,3.0135327220839,5.420349684255286,1.8854720241864087,Iris-virginica
+99,6.101703049225585,2.798077392398805,4.683639251870222,1.188530587090778,Iris-versicolor
+100,5.614568932834922,2.8698792392930343,3.6552890957755633,1.2918231261987865,Iris-versicolor
+101,5.0718828037480845,3.5184813877986563,1.3948548100837712,0.20093596396273553,Iris-setosa
+102,5.467999960237453,2.5732998910229616,4.339993444428325,1.1724412134041775,Iris-versicolor
+103,4.990442502579189,3.3984056661025113,1.7172878031556464,0.29931850867446863,Iris-setosa
+104,6.206896055201096,2.1952034135979237,4.473007123150625,1.4947032252578243,Iris-versicolor
+105,6.808135654078332,2.790330300652254,4.802403594338166,1.3950762413520648,Iris-versicolor
+106,5.119336099143714,3.688920781569605,1.4489528113837873,0.20157126169760345,Iris-setosa
+107,5.403257129393932,3.8999995244215935,1.269307402282246,0.3605989682877694,Iris-setosa
+108,4.4000005001898606,3.186074075049621,1.3072797471199644,0.20412801526403646,Iris-setosa
+109,5.375750297891154,3.398198514687627,1.6403827473976207,0.19811928332052567,Iris-setosa
+110,7.692172447199215,2.5996525954076275,6.89999883290071,2.2977154932303723,Iris-virginica
+111,5.0082081770688625,3.402220707822305,1.6149649807844646,0.40478655016745624,Iris-setosa
+112,6.522838991852024,3.0,4.357432991569672,1.36437884121411,Iris-versicolor
+113,5.6168873501154195,2.511608484980657,3.9674603042458507,1.1398079252243072,Iris-versicolor
+114,6.256667948210016,3.0,5.3861842344504955,1.8273391426719336,Iris-virginica
+115,5.007221987258852,2.0,3.497410981858987,1.0299118534029403,Iris-versicolor
+116,6.70054033678116,2.503729287734169,5.803739393814889,1.8084858317080725,Iris-virginica
+117,6.298032735770842,3.3104491128823716,4.669871594664795,1.579830011043702,Iris-versicolor
+118,7.682099255709683,2.786953056997718,6.689630915103456,1.9974456436888366,Iris-virginica
+119,5.89284919840844,3.0,4.166582220498474,1.4921195015758246,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/5/test.csv b/iris/tab_ddpm/7_3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/5/train.csv b/iris/tab_ddpm/7_3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/5/val.csv b/iris/tab_ddpm/7_3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/6/synth.csv b/iris/tab_ddpm/7_3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33110212f183d4e8b9ee8b512777a0fba20f6925
--- /dev/null
+++ b/iris/tab_ddpm/7_3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.8241710122798915,2.695133463919758,4.167286488670292,1.0292463592843242,Iris-versicolor
+1,7.690486404489785,2.5916775535133865,6.899998837135342,2.302239194503554,Iris-virginica
+2,6.0537938016277355,2.5540115564933608,5.070348469336543,1.8646575632517424,Iris-virginica
+3,5.624823089341815,3.0,4.493439230221338,1.4912867600630004,Iris-versicolor
+4,5.700106832904223,2.8579629892950726,4.174997698142946,1.2495465800857064,Iris-versicolor
+5,6.313842045691282,2.502439684291156,4.907913277859641,1.505202088187938,Iris-versicolor
+6,5.129514866271861,3.7506761495316576,1.485807884977572,0.19846752194422262,Iris-setosa
+7,7.702911657676221,2.6049783208221005,6.89999888515561,2.2959778435593794,Iris-virginica
+8,6.478591077914227,3.0,5.486446109886817,1.7846075294643884,Iris-virginica
+9,6.710643756816513,3.2933137979858227,5.706093799967178,2.104761182921037,Iris-virginica
+10,6.616813181339737,3.0,4.425837809975685,1.4202012088333693,Iris-versicolor
+11,4.768190601629753,3.0,1.3855480853211357,0.1,Iris-setosa
+12,6.887107116453219,3.1080877003996243,5.1212642370117125,2.300495026133002,Iris-virginica
+13,6.272588424883083,3.0478888633462096,4.707385217551652,1.4451159525193409,Iris-versicolor
+14,6.874788560754897,3.208255202674074,5.734353137132695,2.2912202139249205,Iris-virginica
+15,6.307489549338545,2.919131816269479,5.595986171663066,1.8125297446336919,Iris-virginica
+16,5.046153573443334,3.403093213764091,1.5427222257115525,0.46869965163146887,Iris-setosa
+17,4.909941509442053,3.106319467310888,1.610601657934309,0.10000010385631977,Iris-setosa
+18,6.303581741080217,2.463735194780484,4.8911799658376385,1.5045763673221,Iris-versicolor
+19,5.720358510168161,3.805941090054725,1.77645912569493,0.29415384208356843,Iris-setosa
+20,6.684952561565312,3.1065735181297627,4.696350204865483,1.5018562487399048,Iris-versicolor
+21,6.781142165797133,3.0,5.645234596148289,2.186545804995314,Iris-virginica
+22,6.79490232996319,3.1979906393795874,5.910145553239083,2.3021178300763694,Iris-virginica
+23,5.003094864629597,3.389083050106151,1.6390697237802496,0.3733069923240243,Iris-setosa
+24,4.794767256892483,3.0,1.391188094707383,0.2977708079634497,Iris-setosa
+25,7.598717876677161,2.87384991710835,6.600225449707031,1.8754530240789076,Iris-virginica
+26,6.303025168636951,2.5018931744059465,4.929177464287955,1.504126198873731,Iris-versicolor
+27,5.192092895741796,3.3929415773826896,1.3885830854273475,0.2018203283501071,Iris-setosa
+28,6.498337852284628,3.1880732514094596,5.107504342572087,1.9980072834311982,Iris-virginica
+29,5.999993976722384,2.702642912732153,5.114275754224554,1.5891272483776844,Iris-versicolor
+30,6.080282141257256,2.612172283812243,5.6240970969783035,1.413897448669595,Iris-virginica
+31,5.390868822565302,3.8999996327742963,1.282185566310877,0.3781321884077477,Iris-setosa
+32,5.901140347446274,3.0,4.238138322312678,1.5104097624772796,Iris-versicolor
+33,6.295140393500228,2.5064043935983684,5.024702406631324,1.8967868077772283,Iris-virginica
+34,6.323142562405583,3.383120447739046,5.607511251897607,2.4010031254975406,Iris-virginica
+35,4.814516065488892,3.0,1.4001608606764189,0.29850416204446056,Iris-setosa
+36,6.674089556259637,3.2863821230509083,5.673998514070594,2.0951493188579615,Iris-virginica
+37,6.783540140630164,2.7759446087832913,4.787782302057986,1.3956333841228596,Iris-versicolor
+38,6.466124371507711,2.9408994551866803,4.31930129471347,1.3325403678870795,Iris-versicolor
+39,4.815564196682359,3.0,1.4015401376256684,0.3164219269076627,Iris-setosa
+40,6.505364228947853,3.0,5.445566257038825,1.7984858529744132,Iris-virginica
+41,6.712842489742442,3.317626175566089,5.699116609852775,2.5,Iris-virginica
+42,6.123648666606959,2.59225917266684,5.60711252866047,1.410918835368483,Iris-virginica
+43,4.898084245792948,3.1216586311967176,1.5079638305838645,0.100000106636231,Iris-setosa
+44,6.681158642431026,3.0830802693646984,4.667238157039785,1.5091963321828565,Iris-versicolor
+45,5.686305130202674,2.7897503249123172,4.476578360946748,1.307635353436157,Iris-versicolor
+46,6.117328543152907,2.802611304818976,4.67125216568837,1.2369333407429326,Iris-versicolor
+47,5.853188541904026,2.697159904808598,5.02735212279407,1.926066775792441,Iris-virginica
+48,7.9,3.8093740758139036,6.398210197039245,1.9746252870190746,Iris-virginica
+49,6.295101615775245,3.3945705514682705,5.597808706663717,2.395223305503538,Iris-virginica
+50,4.87272689850006,3.010080483688407,1.4431683000649609,0.10000009673693695,Iris-setosa
+51,5.880652979130999,3.0,4.194623454842353,1.4915976793039627,Iris-versicolor
+52,5.122130316643914,3.6909991137138776,1.5854538095302455,0.41560793279242403,Iris-setosa
+53,5.114430603698949,3.4934943801342095,1.400674350711663,0.19837695461145816,Iris-setosa
+54,6.478653050312911,3.0,5.812015631099905,2.1935220019576063,Iris-virginica
+55,6.699197698641106,3.271807596702771,5.696495604072361,2.499999529168562,Iris-virginica
+56,5.403772456698225,3.9,1.2813316943040913,0.46336909764096,Iris-setosa
+57,5.113326100542361,3.8103723774703626,1.5135707652420851,0.19763654370632577,Iris-setosa
+58,6.094774311595207,2.593934493988063,5.591410921348711,1.4020222690663298,Iris-virginica
+59,5.242230526008935,2.6992371011410423,3.9782851004268176,1.3994581381183973,Iris-versicolor
+60,5.416998914529429,3.387040346182481,1.6097928579135028,0.35811592501245704,Iris-setosa
+61,6.241709659208963,2.8486346531020224,5.542043019783954,1.8162875602132085,Iris-virginica
+62,6.743862364142614,3.2446395803010457,5.735427890409283,2.2009720740048753,Iris-virginica
+63,6.0881541403001105,2.789888687751203,4.680145059180114,1.2137007633455306,Iris-versicolor
+64,6.234064678235101,3.3162375213805375,4.649815631571337,1.6003026964350588,Iris-versicolor
+65,4.4,2.880789171669707,1.406723247137139,0.19432869977203548,Iris-setosa
+66,6.475375864583668,3.0,5.333891680809676,1.8230839456560517,Iris-virginica
+67,5.5634574760269615,3.0,4.079164319455115,1.2962970736669266,Iris-versicolor
+68,5.55123057219257,2.4193959659072277,3.798979621486096,1.0442802933171975,Iris-versicolor
+69,5.651252780403683,3.793596168632642,1.6571380298503813,0.2965103715115366,Iris-setosa
+70,4.894020068781913,3.0,1.3808605133085559,0.19468151254262653,Iris-setosa
+71,6.346384894567687,3.2756629490128124,4.692526000490592,1.595910850670093,Iris-versicolor
+72,5.5904322521028655,3.0,4.514628411821878,1.5022869171352458,Iris-versicolor
+73,5.000835255488478,2.0000007391816483,3.5111670491849134,0.9198024114539949,Iris-versicolor
+74,7.138182800867101,3.0,5.971134338373158,2.1346296683970594,Iris-virginica
+75,4.90821086919638,2.406137735190933,3.0424254004557056,1.0002924123279646,Iris-versicolor
+76,6.342321246713577,2.927183428546794,5.588081941165199,1.8320794149074264,Iris-virginica
+77,6.120885859618224,3.3885397840402884,4.6155444869452635,1.6295776878386834,Iris-versicolor
+78,6.51576702521324,3.1887816947475183,5.119707609753517,2.005068612376692,Iris-virginica
+79,6.681849021606594,3.063543789516322,4.618491525641109,1.4817485697474242,Iris-versicolor
+80,6.288757378779352,2.474856586469176,4.969861868945911,1.502473865245768,Iris-versicolor
+81,7.69301412787239,2.809996647562797,6.690996817931131,2.008310166221814,Iris-virginica
+82,5.2078203333708215,2.701927887841035,3.885168416302528,1.4065529007314126,Iris-versicolor
+83,6.055876397654126,3.376195338879374,4.489044093447762,1.589002109950034,Iris-versicolor
+84,5.1741958616173305,2.6705335845231217,3.841615125921789,1.382164525170021,Iris-versicolor
+85,5.828833113325063,2.8025099252784167,5.150223602206181,1.8597879894436418,Iris-virginica
+86,7.3285508801589785,3.0,6.2328787423465215,2.1232925218169245,Iris-virginica
+87,5.213878442289753,2.699201574596177,3.8856915271183787,1.3926953577918666,Iris-versicolor
+88,6.974322671054064,3.0,5.781203440350589,2.109069634688387,Iris-virginica
+89,6.010091499718026,2.877761104861699,4.497733434437908,1.5004754889793501,Iris-versicolor
+90,6.546540512643832,3.10748353065929,5.265693691751717,1.9681257712737181,Iris-virginica
+91,5.686357116241584,3.7936594212132677,1.7547003031782924,0.29345795866685975,Iris-setosa
+92,7.490622875142737,3.0,6.495783669023662,2.145792246365463,Iris-virginica
+93,4.801966853564454,3.0,1.4046675486832458,0.1000000987813565,Iris-setosa
+94,6.708966161465604,3.299266139347632,5.714539432415473,2.0796748626329347,Iris-virginica
+95,6.928393041614633,3.1879440936872965,5.717670298641841,2.3115438088147777,Iris-virginica
+96,6.193185678320726,3.0,4.583960987328523,1.3992964168535935,Iris-versicolor
+97,6.799757613323496,3.2126491280655967,5.807484177835243,2.293140592145289,Iris-virginica
+98,6.307684542818872,2.2609188915046046,4.414344727427691,1.3208871070232877,Iris-versicolor
+99,5.410936606734704,3.3976105802964094,1.7382511766322746,0.20371846411755182,Iris-setosa
+100,4.9205707264225556,3.0,1.4026948188821216,0.20150029938279615,Iris-setosa
+101,7.33990455385781,2.8702399912117507,6.388566591738611,1.8153330847299698,Iris-virginica
+102,6.173624292304437,2.193471594589226,4.512333099448196,1.4934800060361693,Iris-versicolor
+103,5.920067933245045,2.8622015729217933,4.572607945908434,1.3079870673914082,Iris-versicolor
+104,5.921803514259613,3.0,4.204768709237856,1.5007620403803161,Iris-versicolor
+105,5.384056751238879,3.9,1.282311929933015,0.3686280476336364,Iris-setosa
+106,5.266337526567448,2.5030172498743317,3.4740432110020905,1.0630440996102752,Iris-versicolor
+107,5.019026522590869,3.4072945122295475,1.7348298852696926,0.35088172967874465,Iris-setosa
+108,5.281763794850538,3.706399598412217,1.5242478458814497,0.2002013725486042,Iris-setosa
+109,4.976465131481925,2.0,3.3661739296000466,0.9904264706246526,Iris-versicolor
+110,5.600031447287317,2.903579105624343,3.6462549729953837,1.3026771530465266,Iris-versicolor
+111,6.802990571455334,2.7993702821470543,4.8245673752034435,1.4062206249777403,Iris-versicolor
+112,7.708605449625413,2.5976415865459175,6.8999989778101085,2.3085507528747464,Iris-virginica
+113,6.476952665440515,2.50059153255449,5.551563936859753,1.8517070470043222,Iris-virginica
+114,7.690803796179999,2.601934185555957,6.89999876029987,2.300466207842239,Iris-virginica
+115,6.5094201865187555,3.2106050512147357,5.109106697468644,1.996376776332808,Iris-virginica
+116,5.028405613940985,2.0,3.5364485777670835,1.013836748015952,Iris-versicolor
+117,7.424593505947686,3.0,6.312672674972542,2.075498980767715,Iris-virginica
+118,7.3004517873949455,3.0,6.375221989456709,2.0501948322608747,Iris-virginica
+119,5.9915355575034415,2.802915297828976,4.720855092722375,1.5216907810957263,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/6/test.csv b/iris/tab_ddpm/7_3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/6/train.csv b/iris/tab_ddpm/7_3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/6/val.csv b/iris/tab_ddpm/7_3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/7/synth.csv b/iris/tab_ddpm/7_3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a558b85743ba1b6c4a8d290f31860ad34e9e28f0
--- /dev/null
+++ b/iris/tab_ddpm/7_3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.5029971187559505,2.2920132036383256,1.300699092673776,0.2941243531260219,Iris-setosa
+1,4.792774324555771,3.0,1.3969654597950452,0.3380121637113715,Iris-setosa
+2,6.9916055393252625,3.102595268975304,5.0698798043567885,2.3055615750279608,Iris-virginica
+3,5.589927166202516,2.906382230235572,3.6003504271440385,1.3000214028942256,Iris-versicolor
+4,6.681895209284912,3.3041835592673587,5.702969973388445,2.5,Iris-virginica
+5,6.82202325591754,3.1961374736702104,5.788909416023727,2.3005554222104476,Iris-virginica
+6,5.006725963867271,3.400318192057063,1.529057897577301,0.4104772490301566,Iris-setosa
+7,5.709590841691369,2.8744036533512247,4.200785899821229,1.2752352797440045,Iris-versicolor
+8,6.295582009537797,3.4058035141894387,5.587958901302185,2.397711055085411,Iris-virginica
+9,5.886094566109468,3.0,5.115559902483508,1.7961390174231944,Iris-virginica
+10,4.40000058260427,2.9218386149018762,1.3971230236879972,0.2117989787333244,Iris-setosa
+11,4.82994117726925,3.0,1.410798164173847,0.1,Iris-setosa
+12,4.802226383133075,3.4032130973728973,1.5521339382119317,0.2014808072150696,Iris-setosa
+13,4.613832904132986,3.604353730269327,1.0000003754383704,0.19859932131212243,Iris-setosa
+14,4.983931414961951,3.3909526006723016,1.5080408002553205,0.41687506444135825,Iris-setosa
+15,6.105656543987877,2.588879265951853,5.602372111739855,1.414041000793148,Iris-virginica
+16,4.400000509309332,2.911904187871868,1.4011311655558616,0.1998794151356839,Iris-setosa
+17,6.279238674208646,2.489074217728274,5.027399716194963,1.8775414138996187,Iris-virginica
+18,5.102558667967009,3.5002972390557257,1.4002460273131512,0.28692703156952337,Iris-setosa
+19,6.301522670021661,2.9064000519174624,5.595718475864885,1.7907544724103104,Iris-virginica
+20,6.819501485904783,3.0,5.387389461021918,2.1651119824519935,Iris-virginica
+21,6.884615500553842,3.0944485131696142,5.098479037582066,2.3143094694330104,Iris-virginica
+22,6.090381265405641,3.0,4.628140656541025,1.3818546450260487,Iris-versicolor
+23,5.526622728358234,2.4296159314852304,3.740826665650484,1.0493747741046335,Iris-versicolor
+24,6.717298418288067,2.4846289206970704,5.807244915340501,1.788219682927923,Iris-virginica
+25,5.892574933126553,3.0,5.12208378389518,1.7770042007459084,Iris-virginica
+26,7.707758983280026,2.7791942594978605,6.734621770461852,2.004300935896785,Iris-virginica
+27,7.6914592950867595,2.795772374207501,6.691946654315598,2.0021417966250787,Iris-virginica
+28,5.112695292652507,3.5014251710031807,1.3883707125508282,0.34992779972718874,Iris-setosa
+29,5.90251962282444,3.0,5.063657955458397,1.805938896144194,Iris-virginica
+30,6.122471019314411,2.9822488287271667,4.633728199836977,1.3569097001517154,Iris-versicolor
+31,5.302690869541433,3.707811816875598,1.4963967697638707,0.19889988036216297,Iris-setosa
+32,5.010406831303746,2.0,3.494440887846905,0.9786535034821076,Iris-versicolor
+33,6.0096460071476745,2.1910729218605516,5.002805188334348,1.4967000617701454,Iris-virginica
+34,6.48985291051813,3.1391843638830164,4.596793381032948,1.5163372768312358,Iris-versicolor
+35,4.4,3.2347429612771177,1.3276468760783122,0.19793084483944773,Iris-setosa
+36,4.879299101127694,3.0,1.4019073566882239,0.19500090048450464,Iris-setosa
+37,5.284879140089228,3.6845712271929667,1.5495830018945504,0.1992040934173459,Iris-setosa
+38,5.877172491944216,3.0,5.09696387577697,1.8094296849005032,Iris-virginica
+39,6.244523111239114,2.302050484553919,4.377315164321351,1.2629987022238605,Iris-versicolor
+40,6.697738973708263,3.075988401163995,4.693232784165051,1.5038009435087398,Iris-versicolor
+41,7.9,3.809070892921646,6.408525706729666,1.9880686621365469,Iris-virginica
+42,6.302861935058964,2.32048423546835,4.3847831204463255,1.2969520895169993,Iris-versicolor
+43,5.749384414140279,2.9649192831867457,4.295687663684693,1.3014613103982486,Iris-versicolor
+44,5.088384236253122,3.4866057318390324,1.4048967687861702,0.2972530396028535,Iris-setosa
+45,4.908210987602653,3.1274292503378867,1.498720780756746,0.10000010066904771,Iris-setosa
+46,6.299189228685925,2.5035464139450165,4.973161563913574,1.9055666469222714,Iris-virginica
+47,6.51933718486904,2.953942585359368,4.344617102067975,1.3618543375878935,Iris-versicolor
+48,4.993216099426336,2.0000005624751274,3.557796040787835,0.994158132842198,Iris-versicolor
+49,6.768558446333605,3.1401965964935803,5.857169167621456,2.289853260600319,Iris-virginica
+50,4.585846425111522,3.611231943157051,1.0000004131944178,0.20708404633381175,Iris-setosa
+51,6.172447608764505,2.822870743009721,4.717688808117172,1.17880774650734,Iris-versicolor
+52,4.592644107359298,3.405105145238333,1.4007767740774093,0.3170936049261382,Iris-setosa
+53,6.721905939393724,2.494171788737754,5.820204682415124,1.800828360549529,Iris-virginica
+54,7.695208650659985,2.809099006020636,6.680181102133128,1.9585530992058897,Iris-virginica
+55,6.268951676619663,3.40222850333157,5.595241826391501,2.402873599399626,Iris-virginica
+56,7.285235970221551,2.9003271689018963,6.25172891272572,1.779832162993771,Iris-virginica
+57,6.104764589699326,2.6004604519689742,5.612436897036977,1.3888773682987856,Iris-virginica
+58,6.296194137193206,2.495539544588215,5.081957686824019,1.9117393409398975,Iris-virginica
+59,5.7700561477440635,2.709953039392223,5.137083668874827,1.8973816609408334,Iris-virginica
+60,7.700486881702012,2.6386748487132374,6.899998518792548,2.309365035886513,Iris-virginica
+61,5.5778374186201205,2.4616688743555852,3.8749703137766747,1.0870377730234877,Iris-versicolor
+62,6.328719018356442,2.923773704931208,5.5988617816407515,1.822264463795941,Iris-virginica
+63,5.556209169926561,2.446260005405996,3.892297637996357,1.0465063328157487,Iris-versicolor
+64,5.793561315222252,2.712385255063463,4.094067283307926,1.0158652122017837,Iris-versicolor
+65,4.957888361695399,2.42951386245762,3.0216743427292423,1.038468658385776,Iris-versicolor
+66,4.906879540007334,3.0868743255067987,1.4968421658960867,0.10000009650296209,Iris-setosa
+67,6.137538564507958,2.6194544527396757,5.064177859504629,1.5616536021443719,Iris-versicolor
+68,5.159054622047165,2.6986814141180555,3.9230648661413112,1.397843380370675,Iris-versicolor
+69,5.594175110724045,3.0,4.080000399851626,1.300470063350718,Iris-versicolor
+70,5.579017422577335,3.0,4.143233338097735,1.3113364154581126,Iris-versicolor
+71,6.121700210213856,3.0,4.606176192900376,1.4296678446286517,Iris-versicolor
+72,5.1396967932582065,3.779566674336939,1.7927186881217745,0.2016855404186327,Iris-setosa
+73,5.43507175178498,3.9,1.3085314388827665,0.5478713826597964,Iris-setosa
+74,5.667966411442169,3.79261901006984,1.5086649962490275,0.3146635906662915,Iris-setosa
+75,5.98920601721851,2.205607456480635,5.0063675571909965,1.484536288801335,Iris-virginica
+76,5.042288019695468,2.472067815440613,3.098630559527818,1.0618791920605966,Iris-versicolor
+77,6.282029593707709,2.292240191976155,4.4049077650247135,1.2749429485199035,Iris-versicolor
+78,6.315594219332972,3.277810685148593,4.695280086223969,1.5892023959496584,Iris-versicolor
+79,4.4,2.9050141364762565,1.4032589328428513,0.1955237345528581,Iris-setosa
+80,6.411299006891366,2.9925486330712703,5.514567013564882,1.7841129920146717,Iris-virginica
+81,6.49810226960779,3.0,5.767262411645082,2.143677472532491,Iris-virginica
+82,6.278981520250425,2.897455820140989,5.600693945381824,1.8052795836830764,Iris-virginica
+83,7.9,3.8008842448193856,6.428423988075241,1.9797852135554634,Iris-virginica
+84,5.767731613349901,3.794832902100456,1.6520220005062467,0.2990828782135182,Iris-setosa
+85,5.783370205380949,2.732446536897111,5.13647454923968,1.8639958769316138,Iris-virginica
+86,5.648822166483857,3.0,4.204805207361799,1.3086068363712644,Iris-versicolor
+87,7.6253530178538735,2.8289458509738075,6.610718201087213,1.9817193441147414,Iris-virginica
+88,4.4000004567390025,3.2470620504968544,1.2997452850395723,0.19378594512873829,Iris-setosa
+89,5.090959978476914,3.7178656505823664,1.6134750049479485,0.3709597112347725,Iris-setosa
+90,6.24457427843408,3.2991569370610714,4.6719956591045175,1.5975569185534022,Iris-versicolor
+91,5.205551809809735,3.404763785948562,1.3900471988721141,0.19728830995305252,Iris-setosa
+92,4.605065618428978,3.6124194163809475,1.0,0.19957114158769523,Iris-setosa
+93,6.1139147134112,2.791715187596808,4.730005616921317,1.217246947311218,Iris-versicolor
+94,5.77144611859997,2.7147045253905624,4.0861926454207955,1.056731008761999,Iris-versicolor
+95,5.926393296160777,3.0,4.2093799924851805,1.4945973598632143,Iris-versicolor
+96,5.908646858578301,3.0,5.066690153470188,1.8759485246984644,Iris-virginica
+97,6.713799184014216,3.3218809827456415,5.691791246865073,2.5,Iris-virginica
+98,6.240664870711771,2.53195710174609,4.927547680611189,1.518895575097605,Iris-versicolor
+99,5.6316368536746335,3.785832046125358,1.6597919427823282,0.3073202537828198,Iris-setosa
+100,5.983124736460369,2.158647060723102,4.973020516649673,1.4857750494312447,Iris-virginica
+101,4.812100736313154,3.0,1.3991742147118167,0.318285943962891,Iris-setosa
+102,5.6537894473767745,3.0,4.456356881334498,1.4990961420551288,Iris-versicolor
+103,7.716646750610185,2.8055457553554066,6.706055852402829,1.9956528776734923,Iris-virginica
+104,6.191876875719575,2.263131924524113,4.62532901956459,1.4928116129066742,Iris-versicolor
+105,5.009332080693465,3.506357765363687,1.3941731666652348,0.29215408761081846,Iris-setosa
+106,6.791164446017027,3.0,5.584473072736724,2.070830985589121,Iris-virginica
+107,5.973124314416423,3.4058483309598664,4.484641286690581,1.6019941805804956,Iris-versicolor
+108,6.208651374044482,2.1958187156153377,4.534017169885276,1.5114976954496875,Iris-versicolor
+109,7.294092548105597,2.9108386116662177,6.310419125858108,1.818665572281501,Iris-virginica
+110,5.989573948471503,3.3938699627183206,4.492957006283734,1.5952096817543922,Iris-versicolor
+111,5.1053797476959435,2.504634140033279,3.033296132860093,1.0831270708756977,Iris-versicolor
+112,6.695739227107236,3.2985195942281447,5.701842540264187,2.0929594728565375,Iris-virginica
+113,6.930084526475073,3.0692285801990167,5.1939876217658165,2.2707633092606097,Iris-virginica
+114,5.952220253085133,3.3977881795389058,4.480283542046727,1.6019904819235427,Iris-versicolor
+115,6.713844714339686,2.501532199696175,5.849067766471781,1.8202965070559747,Iris-virginica
+116,5.90051646149815,3.0423937570796347,4.268557161675482,1.5100929600725959,Iris-versicolor
+117,6.6769348132771125,3.2913249277684136,5.6797537850829505,2.0913741248914506,Iris-virginica
+118,7.600091189187268,3.0,6.576397551199105,2.110589398342859,Iris-virginica
+119,5.810844899525158,2.6982391361091556,4.162010456582337,1.0079579264194773,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/7/test.csv b/iris/tab_ddpm/7_3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/7/train.csv b/iris/tab_ddpm/7_3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/7/val.csv b/iris/tab_ddpm/7_3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/8/synth.csv b/iris/tab_ddpm/7_3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cec257e6e0d8d49d7282423b320211cdfe8698c
--- /dev/null
+++ b/iris/tab_ddpm/7_3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.798793130755799,3.0,5.468974209559363,2.1000460503447718,Iris-virginica
+1,5.666913758851599,2.8453784809178413,4.509920889174282,1.3072387196873272,Iris-versicolor
+2,5.265658231610281,3.407306236913205,1.4402278189910536,0.2445619540629058,Iris-setosa
+3,5.119962476266672,3.8007521234049935,1.6131245693739436,0.1995682394329384,Iris-setosa
+4,6.098498315147565,2.7957726885601266,4.703315442146749,1.2043194784064168,Iris-versicolor
+5,6.067638879532294,2.8054626732218875,4.670257571842928,1.2073156913095573,Iris-versicolor
+6,6.277248403800846,2.2873700646180533,4.4317953253763935,1.295390095701844,Iris-versicolor
+7,5.406082916252579,3.3965243813781076,1.5518592538558391,0.4334856700869273,Iris-setosa
+8,6.042741647158699,2.7806445589997493,4.658485785811805,1.2277133992650398,Iris-versicolor
+9,6.770556197364914,3.0,5.509781754677383,2.0356440363169037,Iris-virginica
+10,4.8837627850829755,2.3943362573057216,3.387830236143648,0.9370399320579788,Iris-versicolor
+11,7.63298296138156,3.0,6.639984950183271,2.098467620674666,Iris-virginica
+12,6.320314848848016,2.2877976241412323,4.415101841642328,1.302132487726118,Iris-versicolor
+13,6.279451956654036,3.4069802481398614,5.586512335452612,2.3899452566907415,Iris-virginica
+14,5.068267851548669,3.536233279964558,1.3984087139311328,0.19924041478468407,Iris-setosa
+15,6.181930488314078,2.188854123226172,4.5132783180461065,1.4983792018738158,Iris-versicolor
+16,4.604343276354816,3.6056625128395634,1.0,0.20077360729373397,Iris-setosa
+17,5.4133479409802785,2.4355135141887754,3.6594241107995344,1.0020431113631294,Iris-versicolor
+18,5.7421064979065735,3.0,4.33080460106576,1.5056725440829803,Iris-versicolor
+19,4.886841161535843,3.0,1.380252152572866,0.20213866605698474,Iris-setosa
+20,5.903797794880386,2.735534516587859,5.110172983875097,1.9090082992186899,Iris-virginica
+21,6.135263964408814,2.595430575624556,5.604024791065197,1.4159727029781788,Iris-virginica
+22,6.267574921128031,2.466077671123349,4.999098139429877,1.8701856841668905,Iris-virginica
+23,7.899998286183619,3.7850727184033626,6.467191132847419,1.9949431967057258,Iris-virginica
+24,4.6094507455464715,3.6303392088921536,1.0000003675188438,0.19767701664502646,Iris-setosa
+25,5.649366768501575,2.7743034643892788,4.49633703731909,1.278026707567256,Iris-versicolor
+26,5.40875845526676,3.4040448663417964,1.7738890940277616,0.19980919505569436,Iris-setosa
+27,4.687722451762127,3.4133034310935733,1.435190692349714,0.27646620876528294,Iris-setosa
+28,6.791680844202243,2.7895440547166963,4.766002715816579,1.4010585093730006,Iris-versicolor
+29,6.293466093356016,2.5010523795196584,5.00389588220827,1.8969899976173044,Iris-virginica
+30,7.686451065521763,2.6017138892518323,6.9,2.3072177356467023,Iris-virginica
+31,4.4,3.186317858122557,1.2898128374972522,0.20016920739743335,Iris-setosa
+32,4.808469620697509,3.394297533907574,1.6414021566892,0.20271651887942485,Iris-setosa
+33,5.899939336289793,3.0,5.069731123540258,1.82189853422462,Iris-virginica
+34,4.9266420860042945,2.4253740207088565,3.2422320903105213,1.0514256463488894,Iris-versicolor
+35,6.264501392682072,2.8931342226759864,5.614467441586194,1.7977401164694728,Iris-virginica
+36,7.727276139692195,2.8042738909233287,6.733021454865566,1.9942483161512365,Iris-virginica
+37,5.0946678237582725,3.5050016872640075,1.3900221054780308,0.20014738621282716,Iris-setosa
+38,6.306582797978983,2.4447308505509073,4.863759014198105,1.4973993689882945,Iris-versicolor
+39,5.391663403627401,3.4008182139955268,1.8301581460552603,0.20454092568462187,Iris-setosa
+40,5.982566482163536,2.7116579737754907,5.140415539351432,1.5862656374806494,Iris-versicolor
+41,5.140620119754528,3.704997978833819,1.6216836994638921,0.3876939315154214,Iris-setosa
+42,5.5648964076433405,3.0,4.481476908242714,1.4988259845488752,Iris-versicolor
+43,5.985368861759573,2.7020491684853964,5.122183767419395,1.6275974404432394,Iris-versicolor
+44,6.653255322777719,3.293717828016554,5.665761077127429,2.0948459355331037,Iris-virginica
+45,5.324271850134521,3.6964003818625994,1.4995884491778486,0.19782833411041525,Iris-setosa
+46,4.921546754054448,2.4190038863931145,3.4986352387848303,1.0162635540892675,Iris-versicolor
+47,6.086967981345506,2.590097297333152,5.60886317976617,1.3998236678302476,Iris-virginica
+48,7.293196332733043,2.911463105765855,6.286514313785414,1.8009229228842272,Iris-virginica
+49,4.40000050097042,3.2174649996215425,1.3317900430547962,0.20596591516454432,Iris-setosa
+50,5.576247281724129,3.0,4.507868929990994,1.5063188076415501,Iris-versicolor
+51,4.811178837054066,3.0,1.4026381407539374,0.10000009673452223,Iris-setosa
+52,6.295957510099725,3.4051003040520715,5.612544216887638,2.3862950010025052,Iris-virginica
+53,4.829460946471595,3.39817852899794,1.5163364309490013,0.20062468490391858,Iris-setosa
+54,5.287847492190217,3.6923894263217996,1.625550802470716,0.19821627076097142,Iris-setosa
+55,6.2882477093938265,2.291867414779409,4.40059177914513,1.273023360584848,Iris-versicolor
+56,6.001073144310756,2.7064680959253375,5.114197553466088,1.592527133403339,Iris-versicolor
+57,5.509026569450331,2.609816993654265,4.3791091380979825,1.2015703481175837,Iris-versicolor
+58,7.590220202207779,3.0,6.581259065385646,2.1233524823409793,Iris-virginica
+59,6.07728211401964,3.383106526381123,4.560737162816999,1.6065733007548777,Iris-versicolor
+60,4.4000006445283315,2.872262457505993,1.403201736088737,0.20343370795613377,Iris-setosa
+61,6.484435139998822,3.0,5.833580852237327,2.206042436001494,Iris-virginica
+62,5.615127623157333,3.0,3.8755866399290273,1.311833465457514,Iris-versicolor
+63,6.797683926621301,2.816978518894914,4.812182559804175,1.4025380662118692,Iris-versicolor
+64,5.0865515127724565,3.5060253034496762,1.4018114004944957,0.33749209724352447,Iris-setosa
+65,5.394753203677405,3.398676101688088,1.531583828377401,0.38775109892464665,Iris-setosa
+66,5.674098363002267,2.78791385219809,4.413335817002773,1.304141217883114,Iris-versicolor
+67,5.859195804651729,3.0,5.078725613157004,1.791439107385192,Iris-virginica
+68,7.413042705582568,2.895451704188722,6.3657881767592075,1.8305884793591274,Iris-virginica
+69,7.690593772833445,2.5892854982901476,6.899998910248708,2.292364682035275,Iris-virginica
+70,6.534745781275214,3.218065234535102,5.08116178855635,2.0030499076660524,Iris-virginica
+71,5.893152636110579,3.0,4.206249505348167,1.5144692767616736,Iris-versicolor
+72,6.09387445264215,3.3735394088651764,4.589230368494964,1.6005398390902446,Iris-versicolor
+73,4.798273478385923,3.0,1.4031711612433515,0.10000009015192986,Iris-setosa
+74,4.814734398756231,3.385085474594262,1.6100420323971227,0.2003492334102049,Iris-setosa
+75,5.56973250300684,2.446270488537266,3.848987351019354,1.0755751533609996,Iris-versicolor
+76,6.799265983811934,3.0636860827454218,5.23714598873198,2.2241589589346136,Iris-virginica
+77,5.174702453809628,2.6901349850319134,3.9068676934348208,1.4063626537964036,Iris-versicolor
+78,6.680018056381956,2.5048411914547772,5.808705943806411,1.7784198364229555,Iris-virginica
+79,7.060110477008755,3.0,5.825883312583709,2.126747916535438,Iris-virginica
+80,4.781403575841419,3.0,1.3950824595193212,0.29995484236559455,Iris-setosa
+81,5.948594366910939,2.7811727079495254,4.620194201903572,1.1629004097364914,Iris-versicolor
+82,5.905428677804183,3.005742087181456,4.577322330532431,1.461930238014211,Iris-versicolor
+83,5.618114424434856,3.0,4.192091425428837,1.29158625197414,Iris-versicolor
+84,6.807043180045206,3.210090318986087,5.974045738070094,2.308173885062677,Iris-virginica
+85,5.997171794296462,3.4001799428453623,4.5229508167772865,1.5863838982401162,Iris-versicolor
+86,4.591005693848157,3.587879510738988,1.0000004827485922,0.19617277026029312,Iris-setosa
+87,7.697376388774571,2.8082255938001954,6.697289482176864,2.009242841713989,Iris-virginica
+88,5.9784302425042135,2.9204886368125496,4.473906019850462,1.5007735688155728,Iris-versicolor
+89,4.9971127995588205,2.000000525502838,3.5413145649975717,0.9358609944733074,Iris-versicolor
+90,5.174756380662435,3.395186771577077,1.542043133313726,0.38163103311202085,Iris-setosa
+91,4.631827963135845,3.4003721380935557,1.3920789122432395,0.35239770989234354,Iris-setosa
+92,5.984785033512124,2.8817029874069897,4.540815980752995,1.5070235105768306,Iris-versicolor
+93,6.614085524868097,3.0,4.444900370665623,1.4057390715155822,Iris-versicolor
+94,4.501424936678005,2.315425303743285,1.2947428688428455,0.30100159079593747,Iris-setosa
+95,5.59496379126933,2.4578587248695314,3.8666539124963633,1.069948729015921,Iris-versicolor
+96,6.25761661214985,3.3066605776771825,4.681758002735094,1.618915913996612,Iris-versicolor
+97,5.382464357548163,3.400726958870533,1.5988272975276623,0.201585214586232,Iris-setosa
+98,5.029675705680777,3.5752849805452716,1.4078214282454036,0.20303039993613234,Iris-setosa
+99,4.878713064096837,3.0784077435160766,1.4942620816670693,0.1,Iris-setosa
+100,4.778381751556816,3.0,1.3974708986520465,0.30791469317857617,Iris-setosa
+101,5.155553636673404,3.7181998478539384,1.5826215189891268,0.4115557196078947,Iris-setosa
+102,6.171663745817355,2.1927651804584976,4.506087318747719,1.501692388417727,Iris-versicolor
+103,5.087840799936601,3.8149839133494083,1.6915602832573753,0.1951547402543563,Iris-setosa
+104,5.901106370924418,3.0,5.052016665187264,1.7845227684338592,Iris-virginica
+105,6.686787370828867,3.069859796215669,4.693849609590141,1.508306084935983,Iris-versicolor
+106,6.7005696804786385,3.1004134885073626,4.693197823958864,1.505189212110262,Iris-versicolor
+107,4.991025436728217,3.617965108046215,1.4016212843349052,0.19491654242854262,Iris-setosa
+108,4.794160929774987,3.4067686992443695,1.6320927636548015,0.19476683919254884,Iris-setosa
+109,4.800041858406884,3.0,1.3965881489021168,0.1,Iris-setosa
+110,6.319646884055745,2.9002103483119686,5.601402825676533,1.8030001174783998,Iris-virginica
+111,5.023127651189495,3.5839712339700576,1.3940958155751577,0.19639828209715374,Iris-setosa
+112,7.621728247545114,3.0,6.607111270499927,2.0813912306701914,Iris-virginica
+113,6.418915608119199,2.9114996343629342,4.317149825154807,1.3040905419110216,Iris-versicolor
+114,5.675105997422892,2.883115469550331,4.179110459370004,1.3021204597881941,Iris-versicolor
+115,6.300296336807283,2.4942131264436194,4.952331846220352,1.4996972804343671,Iris-versicolor
+116,7.567286309750893,3.0,6.5525041131180455,2.1068788837435006,Iris-virginica
+117,6.84197214134683,3.0119766571129634,5.1947325510284355,2.2726114621577436,Iris-virginica
+118,6.270544278011847,2.279022084134626,4.440752683077712,1.3416085641301672,Iris-versicolor
+119,6.10150441338192,2.805095871086038,4.701373513550646,1.2071564762641913,Iris-versicolor
diff --git a/iris/tab_ddpm/7_3/8/test.csv b/iris/tab_ddpm/7_3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/8/train.csv b/iris/tab_ddpm/7_3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/8/val.csv b/iris/tab_ddpm/7_3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/9/synth.csv b/iris/tab_ddpm/7_3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6a11025a152e6eb86aabcc06951ff8532ea31f6
--- /dev/null
+++ b/iris/tab_ddpm/7_3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.386614912813845,3.3871183962854428,1.6443968771670197,0.2059203212628003,Iris-setosa
+1,6.853667649669369,3.027766818182166,5.197978727290049,2.250827416502621,Iris-virginica
+2,4.925972541121784,2.422064727485655,3.4060029656189945,1.0268183393125612,Iris-versicolor
+3,5.41396773322195,3.402666985194565,1.7540792472328803,0.2017784610700562,Iris-setosa
+4,5.263175782512658,3.695737905144982,1.4996856120042794,0.19946302549939532,Iris-setosa
+5,5.63874551418133,2.8903980178027626,3.952115769758536,1.2865556108813565,Iris-versicolor
+6,4.8975294012737445,3.1054089909431646,1.4972877515815772,0.10000010208280077,Iris-setosa
+7,5.121088654286234,3.7962986149100715,1.6818034875096486,0.20214614295238256,Iris-setosa
+8,5.109899425093479,3.8062497906917465,1.6806967420593848,0.1966392538772761,Iris-setosa
+9,5.190529868926382,2.7198247101451876,3.9843439455497425,1.4124372944810217,Iris-versicolor
+10,5.588977371084339,2.4697459161355892,3.93598836393068,1.0564128945837354,Iris-versicolor
+11,5.186018972537289,3.4132790245621787,1.399755456761899,0.20031635911494977,Iris-setosa
+12,5.801823577126703,3.0,4.554838178838236,1.4950742634199825,Iris-versicolor
+13,5.998518636731944,3.405612694356545,4.504780285288887,1.614922193028359,Iris-versicolor
+14,7.314498661589766,2.8981150988873283,6.294137036419689,1.757836515388878,Iris-virginica
+15,5.699320024217441,3.798664043620101,1.678942732642072,0.3342282147805774,Iris-setosa
+16,4.988936965093346,3.6233778024218815,1.3893070647054777,0.197582927352013,Iris-setosa
+17,6.752385922813297,3.2317527823530354,5.808160615046889,2.3053545490305347,Iris-virginica
+18,6.681791221895032,3.3115545663219614,5.681138294228309,2.1055005517886918,Iris-virginica
+19,6.38612055231602,2.9021266416610487,4.283592563807716,1.3068903330007675,Iris-versicolor
+20,5.947826094251241,2.8937327117985516,4.536344922936798,1.4712205029221526,Iris-versicolor
+21,4.616697686731589,3.3986776657047106,1.4060931688783516,0.33168574456980476,Iris-setosa
+22,6.415669905032613,2.8993908849644368,4.294900319070681,1.2993044936664935,Iris-versicolor
+23,5.813303480748538,2.7075565749642054,5.090085426845661,1.8958841811478988,Iris-virginica
+24,4.783864776710306,3.399770692872636,1.519884837608375,0.2015511021883669,Iris-setosa
+25,4.895488274414669,3.0995087079081447,1.61208478475058,0.10000011419338856,Iris-setosa
+26,7.721377970693462,2.7982631965913267,6.719046569043975,1.9974816960778166,Iris-virginica
+27,6.113651635651831,3.0,4.641276755498128,1.4011889939424194,Iris-versicolor
+28,4.400000445314707,3.2099496645447902,1.3049446200270847,0.20321857386631967,Iris-setosa
+29,6.136090845703235,2.8095281098456817,4.676768419104421,1.2237478429690756,Iris-versicolor
+30,4.6060262344114,3.5850478827005947,1.000000367318285,0.19858507515319745,Iris-setosa
+31,6.928891803780058,3.1031759592428085,5.076080130564322,2.3176911435652445,Iris-virginica
+32,4.820510137315828,3.0,1.407004914572808,0.10000011542685526,Iris-setosa
+33,6.502385782464047,3.201050119162366,5.174677072601741,2.0075595129123047,Iris-virginica
+34,7.899998809545064,3.8059568132801176,6.393731205246039,2.0106667855454523,Iris-virginica
+35,6.462954419983563,3.1918576190843715,5.092298439199704,1.9662600369672192,Iris-virginica
+36,5.105990174574391,3.800037416921252,1.4967166580584963,0.19940588314043833,Iris-setosa
+37,6.519903537232805,3.181079440357167,5.105235031467044,2.0003878620688456,Iris-virginica
+38,5.780632431779468,2.6884288337667765,4.012621924892454,1.0362096253685753,Iris-versicolor
+39,5.663217351940159,3.0,4.512749817062432,1.4905763488736004,Iris-versicolor
+40,6.359560051082716,2.8487123094307476,4.371116736087677,1.245826576061885,Iris-versicolor
+41,5.912989012642517,3.0,4.310826886193928,1.4921622141366495,Iris-versicolor
+42,6.577317757479872,3.0,5.506042634478337,1.8695489574870678,Iris-virginica
+43,4.505156612920574,2.3089336147435935,1.3079409653361682,0.32821351444964925,Iris-setosa
+44,5.218278965196494,2.7052497957076906,3.8829773910066727,1.3975284983545067,Iris-versicolor
+45,5.825506437800267,2.7002068889541726,5.112516200054381,1.8809842282241578,Iris-virginica
+46,6.345829891133195,3.2601745343684967,4.745740769491269,1.5969858229809941,Iris-versicolor
+47,6.680843559448509,2.494846683931029,5.794473155586185,1.81750915504841,Iris-virginica
+48,6.506184490000153,3.190352321665217,5.087742265876296,1.9865404138218787,Iris-virginica
+49,7.6672417825910815,2.811402705466646,6.6740626447858515,2.000439611851513,Iris-virginica
+50,5.099901047602983,3.8032421833129537,1.5307607916845003,0.2036979744120495,Iris-setosa
+51,6.896355907979815,3.2175074411858713,5.751886378737911,2.3068554371174517,Iris-virginica
+52,6.328910353465309,2.2820918629478575,4.427938668007275,1.320575848048416,Iris-versicolor
+53,6.365222339721761,2.8939726835804125,4.285429596598729,1.2819265514342106,Iris-versicolor
+54,6.493287948316713,3.200876057138254,5.045572086246955,2.0031337106134983,Iris-virginica
+55,5.393775247642842,3.4005494280876216,1.6787723004053037,0.20485208325153648,Iris-setosa
+56,5.216213159007234,3.4246129081312735,1.3890987518671145,0.1998088815281675,Iris-setosa
+57,4.8951453396898446,3.0,1.404728653734536,0.20117452329261634,Iris-setosa
+58,5.380842261118043,3.406085990977908,1.6508749309889437,0.19832598792407063,Iris-setosa
+59,7.899998418926835,3.7877508119981336,6.431112953106206,2.0091348733520427,Iris-virginica
+60,5.2371512789142605,3.7325061144837575,1.496195649299773,0.19433799294478604,Iris-setosa
+61,6.100310329425796,2.5972881200978857,5.607530180434315,1.4030720185419308,Iris-virginica
+62,6.492040086450716,3.0,5.804275986822892,2.185288379563196,Iris-virginica
+63,5.302560461809338,2.4461311361856266,3.472984966752248,1.0268592960013794,Iris-versicolor
+64,5.4919435866271105,2.5816037046956195,4.378645452492315,1.1594144271878126,Iris-versicolor
+65,6.701755152068916,3.3128552546532686,5.691302017799544,2.4999996160138886,Iris-virginica
+66,5.099909019486555,3.4989256614993045,1.4018818105234467,0.37597669523194155,Iris-setosa
+67,6.310942223336681,2.8914801773061747,5.603374664782371,1.8094574328450213,Iris-virginica
+68,4.4,2.896245332919048,1.3979743806084184,0.2001967234425672,Iris-setosa
+69,4.935733781573606,2.4099962024967363,3.1248499598194375,1.07747193147783,Iris-versicolor
+70,5.210689408287641,3.400626947564325,1.4092908322755648,0.19422575450390855,Iris-setosa
+71,5.752921343710249,2.805889995734533,4.340960677311146,1.2102782000160723,Iris-versicolor
+72,6.858384724077421,3.0,5.936217266185351,2.135421808793907,Iris-virginica
+73,6.12789990101444,2.801373307088089,4.685741285698999,1.1610818178974014,Iris-versicolor
+74,6.685953420044305,3.2906826530941053,5.700263527399628,2.4999993002525516,Iris-virginica
+75,5.110053584378799,3.8164377962311264,1.5924027489391586,0.20276784285258703,Iris-setosa
+76,6.502807913891836,3.024199393329917,5.320030328934351,1.891912884452427,Iris-virginica
+77,6.284290809076343,2.8770668634096364,5.595044238779094,1.8037768846020161,Iris-virginica
+78,4.993727813061786,2.000000626558912,3.492583862852604,0.9174645032865452,Iris-versicolor
+79,6.806008899908637,3.1931667804068957,5.858098961816885,2.2939941095698186,Iris-virginica
+80,7.2334964245251685,3.0,6.140022344291631,2.1634021162807873,Iris-virginica
+81,4.624138028833834,3.403076797419754,1.406172236261941,0.328474429572687,Iris-setosa
+82,6.091392105430865,2.2714909977174,5.0678412747932855,1.5744739709445565,Iris-virginica
+83,4.904736532798104,3.1169452409083815,1.5314228792535884,0.1,Iris-setosa
+84,5.753829649161912,2.754331659871356,3.9667628486243087,1.1319320420251824,Iris-versicolor
+85,5.0982600751610665,3.4998059880310817,1.3943050248335733,0.2681704946917297,Iris-setosa
+86,6.382384024809837,2.8952734250116636,4.292046067346865,1.2810492064394237,Iris-versicolor
+87,5.622119009379897,3.0,4.0933898969579845,1.2916186076785994,Iris-versicolor
+88,4.855020876896205,3.0247362192885867,1.4636559956708002,0.1,Iris-setosa
+89,6.9558490279545,3.1995296455673077,5.644370231330942,2.305151154802499,Iris-virginica
+90,5.593650763610823,3.7935546616045075,1.4997363730501303,0.2968635178827806,Iris-setosa
+91,5.998494568216575,2.748150719938978,4.962970892346516,1.5658469444439056,Iris-versicolor
+92,4.5963240094879225,3.5995247689539567,1.0,0.20413407974011158,Iris-setosa
+93,6.060295312495462,2.70936975554483,5.430092821692613,1.7912881938029548,Iris-virginica
+94,6.283128741856932,2.52107815652603,4.877202544432759,1.5167858996917318,Iris-versicolor
+95,6.807259115086248,3.0,5.4727362325260165,2.1141206971866198,Iris-virginica
+96,5.0174766982309436,3.5818671708925813,1.3992436189722657,0.1975609316954676,Iris-setosa
+97,4.400000508005438,3.2263868980824557,1.308849174160608,0.20542253225650114,Iris-setosa
+98,5.559526265741167,2.450850695222681,3.823122187120588,1.04518859037658,Iris-versicolor
+99,6.301861376027897,3.2858278788268467,4.668092711292934,1.6282223395365583,Iris-versicolor
+100,5.064809413662822,3.394353985692753,1.7244074391385742,0.4132917673080283,Iris-setosa
+101,5.980593880959013,3.0,4.3113946178803415,1.5014581588600104,Iris-versicolor
+102,6.277557935656283,2.5148001062359757,4.913516425545988,1.494139911623119,Iris-versicolor
+103,6.69870823075502,3.2887989404371605,5.673344200743119,2.135652210417815,Iris-virginica
+104,6.770689828942298,2.806103128897937,4.8501661933838,1.403364073173088,Iris-versicolor
+105,6.300729969790127,2.4917735782599215,4.891870954093738,1.4905957563256058,Iris-versicolor
+106,7.58476330603491,3.0,6.583728461126953,2.120739176610587,Iris-virginica
+107,5.786447216228271,2.70635942175082,4.063906492002275,1.003997974467449,Iris-versicolor
+108,6.011423497854946,2.691531539551477,5.144313132141978,1.6053102223465592,Iris-versicolor
+109,4.860054965191573,3.0,1.3747551562132676,0.10000021753755715,Iris-setosa
+110,6.008255483793895,2.2021388905903505,5.029426476958468,1.5206334642127652,Iris-virginica
+111,5.4286533849256795,3.385701685890275,1.8489232856095983,0.2029117014153366,Iris-setosa
+112,7.6868135271510045,2.597990737276923,6.9,2.2878027380336614,Iris-virginica
+113,5.5645120871940525,2.4612859396358266,3.8452448992487565,1.1062662828086676,Iris-versicolor
+114,6.8058492093839575,2.8164137581356172,4.800026247202783,1.3988172232248723,Iris-versicolor
+115,6.30594289820022,2.5095201700415437,4.881062849350494,1.5049748250915462,Iris-versicolor
+116,6.6028134857990395,3.0,4.395265278580478,1.4032989651162895,Iris-versicolor
+117,5.00886205063351,3.624784998789487,1.4044772075420542,0.2015180179500778,Iris-setosa
+118,6.001461665098052,2.202185577125937,5.007823263479388,1.5063553609105866,Iris-virginica
+119,5.093559994547872,3.7984922898307225,1.6098701266983175,0.1991983904416762,Iris-setosa
diff --git a/iris/tab_ddpm/7_3/9/test.csv b/iris/tab_ddpm/7_3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/9/train.csv b/iris/tab_ddpm/7_3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/9/val.csv b/iris/tab_ddpm/7_3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/7_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/7_3/params.json b/iris/tab_ddpm/7_3/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..79233dce9fe016c65b3b0147e3d2ee185d8d6405
--- /dev/null
+++ b/iris/tab_ddpm/7_3/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bfe4b0c9e385b27ce5d0aa5716dcd79871d7b18774226c8b89fa25e446ff8d1
+size 331
diff --git a/iris/tab_ddpm/7_3/tab_ddpm_eval.ipynb b/iris/tab_ddpm/7_3/tab_ddpm_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..97cfeac3b826b817d60aa090985afe1b961d07aa
--- /dev/null
+++ b/iris/tab_ddpm/7_3/tab_ddpm_eval.ipynb
@@ -0,0 +1,2167 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "967a7295",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:21.195503Z",
+     "iopub.status.busy": "2024-07-22T02:54:21.195110Z",
+     "iopub.status.idle": "2024-07-22T02:54:33.841421Z",
+     "shell.execute_reply": "2024-07-22T02:54:33.840270Z"
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.658141,
+     "end_time": "2024-07-22T02:54:33.843925",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:21.185784",
+     "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",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r"
+     ]
+    },
+    {
+     "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... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "git-lfs is already the newest version (3.5.1).\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 upgraded, 0 newly installed, 0 to remove and 88 not upgraded.\r\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash\n",
+    "!apt-get install git-lfs --upgrade"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "2108db53",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:33.866857Z",
+     "iopub.status.busy": "2024-07-22T02:54:33.866508Z",
+     "iopub.status.idle": "2024-07-22T02:54:33.874541Z",
+     "shell.execute_reply": "2024-07-22T02:54:33.873644Z"
+    },
+    "papermill": {
+     "duration": 0.021925,
+     "end_time": "2024-07-22T02:54:33.876516",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:33.854591",
+     "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": "20a0f1d7",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009435,
+     "end_time": "2024-07-22T02:54:33.895446",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:33.886011",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "0871fec2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:33.915928Z",
+     "iopub.status.busy": "2024-07-22T02:54:33.915659Z",
+     "iopub.status.idle": "2024-07-22T02:54:33.922630Z",
+     "shell.execute_reply": "2024-07-22T02:54:33.921761Z"
+    },
+    "papermill": {
+     "duration": 0.019349,
+     "end_time": "2024-07-22T02:54:33.924535",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:33.905186",
+     "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": "b4c42822",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:33.944934Z",
+     "iopub.status.busy": "2024-07-22T02:54:33.944689Z",
+     "iopub.status.idle": "2024-07-22T02:54:33.949903Z",
+     "shell.execute_reply": "2024-07-22T02:54:33.949013Z"
+    },
+    "papermill": {
+     "duration": 0.017839,
+     "end_time": "2024-07-22T02:54:33.951920",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:33.934081",
+     "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/7_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 = 0.8\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "9b854fc7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:33.973766Z",
+     "iopub.status.busy": "2024-07-22T02:54:33.973418Z",
+     "iopub.status.idle": "2024-07-22T02:54:33.979517Z",
+     "shell.execute_reply": "2024-07-22T02:54:33.978672Z"
+    },
+    "papermill": {
+     "duration": 0.01947,
+     "end_time": "2024-07-22T02:54:33.981664",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:33.962194",
+     "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": "2453a8b0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:34.002658Z",
+     "iopub.status.busy": "2024-07-22T02:54:34.002365Z",
+     "iopub.status.idle": "2024-07-22T02:54:35.324318Z",
+     "shell.execute_reply": "2024-07-22T02:54:35.323216Z"
+    },
+    "papermill": {
+     "duration": 1.335178,
+     "end_time": "2024-07-22T02:54:35.326624",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:33.991446",
+     "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": "8da55bcb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:35.349378Z",
+     "iopub.status.busy": "2024-07-22T02:54:35.349045Z",
+     "iopub.status.idle": "2024-07-22T02:54:36.339525Z",
+     "shell.execute_reply": "2024-07-22T02:54:36.338450Z"
+    },
+    "papermill": {
+     "duration": 1.004437,
+     "end_time": "2024-07-22T02:54:36.341652",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:35.337215",
+     "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": "164215f2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:36.364847Z",
+     "iopub.status.busy": "2024-07-22T02:54:36.364509Z",
+     "iopub.status.idle": "2024-07-22T02:54:36.373639Z",
+     "shell.execute_reply": "2024-07-22T02:54:36.372837Z"
+    },
+    "papermill": {
+     "duration": 0.023328,
+     "end_time": "2024-07-22T02:54:36.375656",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:36.352328",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tab_ddpm/7_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": "80369be3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:36.399727Z",
+     "iopub.status.busy": "2024-07-22T02:54:36.399435Z",
+     "iopub.status.idle": "2024-07-22T02:54:36.757524Z",
+     "shell.execute_reply": "2024-07-22T02:54:36.756530Z"
+    },
+    "executionInfo": {
+     "elapsed": 14,
+     "status": "ok",
+     "timestamp": 1697361146939,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.373007,
+     "end_time": "2024-07-22T02:54:36.760021",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:36.387014",
+     "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": "78017924",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:36.783587Z",
+     "iopub.status.busy": "2024-07-22T02:54:36.783294Z",
+     "iopub.status.idle": "2024-07-22T02:54:38.367748Z",
+     "shell.execute_reply": "2024-07-22T02:54:38.366967Z"
+    },
+    "executionInfo": {
+     "elapsed": 590,
+     "status": "ok",
+     "timestamp": 1697361147518,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.59893,
+     "end_time": "2024-07-22T02:54:38.370088",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:36.771158",
+     "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": "689ee22d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:38.395111Z",
+     "iopub.status.busy": "2024-07-22T02:54:38.394742Z",
+     "iopub.status.idle": "2024-07-22T02:54:38.402909Z",
+     "shell.execute_reply": "2024-07-22T02:54:38.402011Z"
+    },
+    "executionInfo": {
+     "elapsed": 12,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.023154,
+     "end_time": "2024-07-22T02:54:38.405068",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:38.381914",
+     "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": "9e99f4f8",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:38.427887Z",
+     "iopub.status.busy": "2024-07-22T02:54:38.427314Z",
+     "iopub.status.idle": "2024-07-22T02:54:38.431853Z",
+     "shell.execute_reply": "2024-07-22T02:54:38.430958Z"
+    },
+    "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": 0.01812,
+     "end_time": "2024-07-22T02:54:38.433754",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:38.415634",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "ef33d5a5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:38.456588Z",
+     "iopub.status.busy": "2024-07-22T02:54:38.456311Z",
+     "iopub.status.idle": "2024-07-22T02:54:38.569800Z",
+     "shell.execute_reply": "2024-07-22T02:54:38.568878Z"
+    },
+    "papermill": {
+     "duration": 0.127382,
+     "end_time": "2024-07-22T02:54:38.571729",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:38.444347",
+     "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": "46d8b36c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:38.596486Z",
+     "iopub.status.busy": "2024-07-22T02:54:38.596135Z",
+     "iopub.status.idle": "2024-07-22T02:54:42.830659Z",
+     "shell.execute_reply": "2024-07-22T02:54:42.829653Z"
+    },
+    "papermill": {
+     "duration": 4.249825,
+     "end_time": "2024-07-22T02:54:42.833148",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:38.583323",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-22 02:54:40.298303: 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 02:54:40.298358: 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 02:54:40.299860: 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": "bd74108d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:42.858225Z",
+     "iopub.status.busy": "2024-07-22T02:54:42.857636Z",
+     "iopub.status.idle": "2024-07-22T02:54:42.863416Z",
+     "shell.execute_reply": "2024-07-22T02:54:42.862514Z"
+    },
+    "papermill": {
+     "duration": 0.020301,
+     "end_time": "2024-07-22T02:54:42.865356",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:42.845055",
+     "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": "6758f161",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:42.890283Z",
+     "iopub.status.busy": "2024-07-22T02:54:42.890002Z",
+     "iopub.status.idle": "2024-07-22T02:54:45.557431Z",
+     "shell.execute_reply": "2024-07-22T02:54:45.556614Z"
+    },
+    "papermill": {
+     "duration": 2.682745,
+     "end_time": "2024-07-22T02:54:45.559832",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:42.877087",
+     "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": "a0efbbd6",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:45.586374Z",
+     "iopub.status.busy": "2024-07-22T02:54:45.586063Z",
+     "iopub.status.idle": "2024-07-22T02:54:45.592029Z",
+     "shell.execute_reply": "2024-07-22T02:54:45.591183Z"
+    },
+    "papermill": {
+     "duration": 0.021528,
+     "end_time": "2024-07-22T02:54:45.594039",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:45.572511",
+     "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": "7596b868",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:45.618498Z",
+     "iopub.status.busy": "2024-07-22T02:54:45.618227Z",
+     "iopub.status.idle": "2024-07-22T02:54:46.104418Z",
+     "shell.execute_reply": "2024-07-22T02:54:46.103650Z"
+    },
+    "papermill": {
+     "duration": 0.501405,
+     "end_time": "2024-07-22T02:54:46.106905",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:45.605500",
+     "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": "d8b86946",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:46.133343Z",
+     "iopub.status.busy": "2024-07-22T02:54:46.133024Z",
+     "iopub.status.idle": "2024-07-22T02:54:46.138749Z",
+     "shell.execute_reply": "2024-07-22T02:54:46.137891Z"
+    },
+    "papermill": {
+     "duration": 0.02101,
+     "end_time": "2024-07-22T02:54:46.140550",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:46.119540",
+     "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": "2cd7194a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:46.165084Z",
+     "iopub.status.busy": "2024-07-22T02:54:46.164799Z",
+     "iopub.status.idle": "2024-07-22T02:54:46.211327Z",
+     "shell.execute_reply": "2024-07-22T02:54:46.210652Z"
+    },
+    "papermill": {
+     "duration": 0.061389,
+     "end_time": "2024-07-22T02:54:46.213335",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:46.151946",
+     "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": "ebf740cf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:46.239861Z",
+     "iopub.status.busy": "2024-07-22T02:54:46.239402Z",
+     "iopub.status.idle": "2024-07-22T02:54:46.245267Z",
+     "shell.execute_reply": "2024-07-22T02:54:46.244422Z"
+    },
+    "papermill": {
+     "duration": 0.021402,
+     "end_time": "2024-07-22T02:54:46.247066",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:46.225664",
+     "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": "54f46036",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:46.271463Z",
+     "iopub.status.busy": "2024-07-22T02:54:46.271183Z",
+     "iopub.status.idle": "2024-07-22T02:54:46.274991Z",
+     "shell.execute_reply": "2024-07-22T02:54:46.274095Z"
+    },
+    "papermill": {
+     "duration": 0.018371,
+     "end_time": "2024-07-22T02:54:46.276889",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:46.258518",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "a8cf1ea5",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:46.301736Z",
+     "iopub.status.busy": "2024-07-22T02:54:46.301216Z",
+     "iopub.status.idle": "2024-07-22T02:54:46.307057Z",
+     "shell.execute_reply": "2024-07-22T02:54:46.306184Z"
+    },
+    "papermill": {
+     "duration": 0.020574,
+     "end_time": "2024-07-22T02:54:46.309004",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:46.288430",
+     "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": "c76afc72",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:46.333407Z",
+     "iopub.status.busy": "2024-07-22T02:54:46.333133Z",
+     "iopub.status.idle": "2024-07-22T02:54:46.339158Z",
+     "shell.execute_reply": "2024-07-22T02:54:46.338365Z"
+    },
+    "papermill": {
+     "duration": 0.020474,
+     "end_time": "2024-07-22T02:54:46.340991",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:46.320517",
+     "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": "67a097e7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:46.367292Z",
+     "iopub.status.busy": "2024-07-22T02:54:46.367025Z",
+     "iopub.status.idle": "2024-07-22T02:54:46.375169Z",
+     "shell.execute_reply": "2024-07-22T02:54:46.374372Z"
+    },
+    "executionInfo": {
+     "elapsed": 6,
+     "status": "ok",
+     "timestamp": 1697361147931,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.023677,
+     "end_time": "2024-07-22T02:54:46.377081",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:46.353404",
+     "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": "14a7bac1",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:54:46.401862Z",
+     "iopub.status.busy": "2024-07-22T02:54:46.401581Z",
+     "iopub.status.idle": "2024-07-22T02:59:57.365392Z",
+     "shell.execute_reply": "2024-07-22T02:59:57.364555Z"
+    },
+    "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": 310.979185,
+     "end_time": "2024-07-22T02:59:57.367955",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:46.388770",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0]\n",
+      "4\n",
+      "{'rtdl_params': {'dropout': 0.11105753254123253, 'd_layers': [2048, 512, 512]}, 'is_y_cond': True, 'd_in': 4}\n",
+      "num_timesteps 400\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 1000/67864 MLoss: 0.0 GLoss: 0.3528 Sum: 0.3528\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 2000/67864 MLoss: 0.0 GLoss: 0.3065 Sum: 0.3065\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 3000/67864 MLoss: 0.0 GLoss: 0.2906 Sum: 0.2906\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 4000/67864 MLoss: 0.0 GLoss: 0.2791 Sum: 0.2791\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 5000/67864 MLoss: 0.0 GLoss: 0.2746 Sum: 0.2746\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 6000/67864 MLoss: 0.0 GLoss: 0.2668 Sum: 0.2668\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 7000/67864 MLoss: 0.0 GLoss: 0.2634 Sum: 0.2634\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 8000/67864 MLoss: 0.0 GLoss: 0.2567 Sum: 0.2567\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 9000/67864 MLoss: 0.0 GLoss: 0.251 Sum: 0.251\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 10000/67864 MLoss: 0.0 GLoss: 0.2489 Sum: 0.2489\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 11000/67864 MLoss: 0.0 GLoss: 0.2443 Sum: 0.2443\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 12000/67864 MLoss: 0.0 GLoss: 0.2429 Sum: 0.2429\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 13000/67864 MLoss: 0.0 GLoss: 0.2437 Sum: 0.2437\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 14000/67864 MLoss: 0.0 GLoss: 0.2366 Sum: 0.2366\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 15000/67864 MLoss: 0.0 GLoss: 0.2356 Sum: 0.2356\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 16000/67864 MLoss: 0.0 GLoss: 0.2369 Sum: 0.2369\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 17000/67864 MLoss: 0.0 GLoss: 0.2326 Sum: 0.2326\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 18000/67864 MLoss: 0.0 GLoss: 0.2311 Sum: 0.2311\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 19000/67864 MLoss: 0.0 GLoss: 0.23 Sum: 0.23\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 20000/67864 MLoss: 0.0 GLoss: 0.2281 Sum: 0.2281\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 21000/67864 MLoss: 0.0 GLoss: 0.2267 Sum: 0.2267\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 22000/67864 MLoss: 0.0 GLoss: 0.2228 Sum: 0.2228\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 23000/67864 MLoss: 0.0 GLoss: 0.221 Sum: 0.221\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 24000/67864 MLoss: 0.0 GLoss: 0.2246 Sum: 0.2246\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 25000/67864 MLoss: 0.0 GLoss: 0.2217 Sum: 0.2217\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 26000/67864 MLoss: 0.0 GLoss: 0.2202 Sum: 0.2202\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 27000/67864 MLoss: 0.0 GLoss: 0.2215 Sum: 0.2215\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 28000/67864 MLoss: 0.0 GLoss: 0.2188 Sum: 0.2188\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 29000/67864 MLoss: 0.0 GLoss: 0.2189 Sum: 0.2189\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 30000/67864 MLoss: 0.0 GLoss: 0.2179 Sum: 0.2179\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 31000/67864 MLoss: 0.0 GLoss: 0.2155 Sum: 0.2155\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 32000/67864 MLoss: 0.0 GLoss: 0.2159 Sum: 0.2159\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 33000/67864 MLoss: 0.0 GLoss: 0.2167 Sum: 0.2167\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 34000/67864 MLoss: 0.0 GLoss: 0.212 Sum: 0.212\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 35000/67864 MLoss: 0.0 GLoss: 0.2123 Sum: 0.2123\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 36000/67864 MLoss: 0.0 GLoss: 0.2143 Sum: 0.2143\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 37000/67864 MLoss: 0.0 GLoss: 0.2102 Sum: 0.2102\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 38000/67864 MLoss: 0.0 GLoss: 0.2129 Sum: 0.2129\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 39000/67864 MLoss: 0.0 GLoss: 0.2107 Sum: 0.2107\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 40000/67864 MLoss: 0.0 GLoss: 0.2099 Sum: 0.2099\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 41000/67864 MLoss: 0.0 GLoss: 0.2105 Sum: 0.2105\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 42000/67864 MLoss: 0.0 GLoss: 0.208 Sum: 0.208\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 43000/67864 MLoss: 0.0 GLoss: 0.2074 Sum: 0.2074\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 44000/67864 MLoss: 0.0 GLoss: 0.207 Sum: 0.207\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 45000/67864 MLoss: 0.0 GLoss: 0.2063 Sum: 0.2063\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 46000/67864 MLoss: 0.0 GLoss: 0.2059 Sum: 0.2059\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 47000/67864 MLoss: 0.0 GLoss: 0.2042 Sum: 0.2042\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 48000/67864 MLoss: 0.0 GLoss: 0.2043 Sum: 0.2043\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 49000/67864 MLoss: 0.0 GLoss: 0.2028 Sum: 0.2028\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 50000/67864 MLoss: 0.0 GLoss: 0.2023 Sum: 0.2023\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 51000/67864 MLoss: 0.0 GLoss: 0.2025 Sum: 0.2025\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 52000/67864 MLoss: 0.0 GLoss: 0.2012 Sum: 0.2012\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 53000/67864 MLoss: 0.0 GLoss: 0.1996 Sum: 0.1996\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 54000/67864 MLoss: 0.0 GLoss: 0.2014 Sum: 0.2014\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 55000/67864 MLoss: 0.0 GLoss: 0.1977 Sum: 0.1977\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 56000/67864 MLoss: 0.0 GLoss: 0.2011 Sum: 0.2011\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 57000/67864 MLoss: 0.0 GLoss: 0.1985 Sum: 0.1985\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 58000/67864 MLoss: 0.0 GLoss: 0.2 Sum: 0.2\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 59000/67864 MLoss: 0.0 GLoss: 0.1983 Sum: 0.1983\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 60000/67864 MLoss: 0.0 GLoss: 0.1982 Sum: 0.1982\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 61000/67864 MLoss: 0.0 GLoss: 0.1978 Sum: 0.1978\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 62000/67864 MLoss: 0.0 GLoss: 0.1981 Sum: 0.1981\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 63000/67864 MLoss: 0.0 GLoss: 0.1964 Sum: 0.1964\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 64000/67864 MLoss: 0.0 GLoss: 0.1965 Sum: 0.1965\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 65000/67864 MLoss: 0.0 GLoss: 0.1963 Sum: 0.1963\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 66000/67864 MLoss: 0.0 GLoss: 0.1963 Sum: 0.1963\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 67000/67864 MLoss: 0.0 GLoss: 0.1952 Sum: 0.1952\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": "15ac3d49",
+   "metadata": {
+    "papermill": {
+     "duration": 0.018221,
+     "end_time": "2024-07-22T02:59:57.404771",
+     "exception": false,
+     "start_time": "2024-07-22T02:59:57.386550",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "ea9aab2e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:59:57.440197Z",
+     "iopub.status.busy": "2024-07-22T02:59:57.439898Z",
+     "iopub.status.idle": "2024-07-22T02:59:57.447541Z",
+     "shell.execute_reply": "2024-07-22T02:59:57.446682Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491665,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.027705,
+     "end_time": "2024-07-22T02:59:57.449483",
+     "exception": false,
+     "start_time": "2024-07-22T02:59:57.421778",
+     "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": "c00a294c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:59:57.484854Z",
+     "iopub.status.busy": "2024-07-22T02:59:57.484507Z",
+     "iopub.status.idle": "2024-07-22T03:00:13.644706Z",
+     "shell.execute_reply": "2024-07-22T03:00:13.643671Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491666,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 16.180886,
+     "end_time": "2024-07-22T03:00:13.647363",
+     "exception": false,
+     "start_time": "2024-07-22T02:59:57.466477",
+     "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": "0721a3b6",
+   "metadata": {
+    "papermill": {
+     "duration": 0.019281,
+     "end_time": "2024-07-22T03:00:13.685463",
+     "exception": false,
+     "start_time": "2024-07-22T03:00:13.666182",
+     "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": 356.199991,
+   "end_time": "2024-07-22T03:00:15.994722",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tab_ddpm/7_3/tab_ddpm_eval.ipynb",
+   "output_path": "eval/iris/tab_ddpm/7_3/tab_ddpm_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "epoch_scale": 0.8,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tab_ddpm/7_3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": false,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-22T02:54:19.794731",
+   "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