diff --git a/iris/tab_ddpm/0_1/0/synth.csv b/iris/tab_ddpm/0_1/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e9efe3459e7df8e004a106aea868c11508d1b7a
--- /dev/null
+++ b/iris/tab_ddpm/0_1/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.912491903036999,6.7,1.9870978282235412,Iris-virginica
+1,5.9552443451603585,2.7424663469114323,5.224292768959014,1.6652834098229181,Iris-virginica
+2,6.198535629722898,2.586843175643162,4.956013002289694,1.5710064098818806,Iris-versicolor
+3,6.060171417119268,2.200000277985991,4.989525163675374,1.5169250992947387,Iris-virginica
+4,5.363754830322052,2.9254651804585925,4.448636181599755,1.4344639352316348,Iris-versicolor
+5,7.7,2.2,6.7,2.5,Iris-virginica
+6,5.093319046184376,3.5821319530883247,1.412997178412744,0.2,Iris-setosa
+7,5.105363009115722,3.351320742155673,1.2898980959176438,0.2,Iris-setosa
+8,6.687120921087821,3.026673072528156,4.430303317055176,1.4199685419827492,Iris-versicolor
+9,5.0867705347511505,3.524948704459307,1.3552935138191984,0.30487754468824557,Iris-setosa
+10,5.275560600980889,2.9347950495539648,4.441104573067671,1.4565500905698878,Iris-versicolor
+11,4.612523866907661,3.6677295826869836,1.0,0.2,Iris-setosa
+12,5.108618661880201,3.2648364309546465,1.6552120930403498,0.2631108244648433,Iris-setosa
+13,5.1519282940494495,2.5295721514384395,3.775327526314377,1.150415749718321,Iris-versicolor
+14,5.25581575657592,2.418461355468661,2.7271065313378364,0.9093905512185796,Iris-versicolor
+15,6.466913662774583,3.11386730823558,4.457893831445719,1.4517358057051817,Iris-versicolor
+16,5.43636331799249,2.6150510020837943,4.152585978601639,1.311954384615318,Iris-versicolor
+17,5.765525210095424,4.4,1.547194010267797,0.38577082425319886,Iris-setosa
+18,5.063514360852073,2.4300552308928722,3.8415609696996054,0.9201135501734343,Iris-versicolor
+19,7.078836659174475,3.006968726127372,5.822870969907674,2.087964318537866,Iris-virginica
+20,4.586457824899831,3.594333413691827,1.0,0.2,Iris-setosa
+21,5.275360375345656,2.652296285378589,4.019623361979279,1.3415524981566591,Iris-versicolor
+22,4.838958741135806,3.14866190927696,1.4767989583925958,0.10000010763831435,Iris-setosa
+23,5.429646790748702,2.4227171504753175,3.7516762622490045,1.1136140025638848,Iris-versicolor
+24,6.04320739251075,4.4,1.5975430888602378,0.9414780475533535,Iris-setosa
+25,5.760187336781621,3.131747040480602,4.621681673681991,1.5900855113786176,Iris-versicolor
+26,5.705725353382392,3.1122854823228976,4.426146543969439,1.5052142757734541,Iris-versicolor
+27,6.162100571492944,2.9106498355387713,4.979817133370854,1.784078815471189,Iris-virginica
+28,7.7,2.2,6.7,2.5,Iris-virginica
+29,5.19080732068201,3.3928972914760447,1.4976564594541448,0.2,Iris-setosa
+30,7.7,2.2,6.7,2.5,Iris-virginica
+31,6.104341662641507,2.497212303478935,4.584624477056385,1.3835952058476382,Iris-versicolor
+32,4.901719408077558,3.1443070061879506,1.219122334508314,0.2,Iris-setosa
+33,5.216091442150054,3.47366352070692,1.5250561368230044,0.2,Iris-setosa
+34,6.137322048317513,2.332864728173913,4.37818516502824,1.0902189671257154,Iris-versicolor
+35,7.697905396864127,2.867636408054418,6.696569452476254,1.886208612576177,Iris-virginica
+36,6.599866801427647,2.824849039116852,4.868368753062503,1.5191383928212507,Iris-versicolor
+37,6.628280840050236,3.030122199231258,4.815928030644087,1.4922034079984299,Iris-versicolor
+38,6.229503798182171,3.049472238708533,5.258143099721468,1.7267301498010972,Iris-virginica
+39,5.120795416230275,3.9728896454547784,1.5659528629420307,0.31870445870421593,Iris-setosa
+40,4.973188246881499,3.577063028698375,1.448487900493026,0.35780012715408693,Iris-setosa
+41,5.2179248804742,3.4118766971384176,1.6661482881190615,0.2,Iris-setosa
+42,6.8235318792430615,3.116926938471856,5.600408823524035,2.2845391598902522,Iris-virginica
+43,5.4924472036793155,4.182540107819002,1.3658741546472661,0.24820131566302417,Iris-setosa
+44,6.133013849074673,3.2269789600425387,4.519182763707638,1.5321270744292432,Iris-versicolor
+45,6.049873794988799,2.8569775899231464,4.351963748140712,1.2946225564209186,Iris-versicolor
+46,6.29933123596461,2.7202068626319194,4.915755626829949,1.774821171442829,Iris-virginica
+47,4.902936358827163,3.462844711323307,1.2857991094469994,0.3220852252849152,Iris-setosa
+48,6.27166284553834,2.858791731137402,5.014329555046911,1.754477703933776,Iris-virginica
+49,6.385794399156149,3.138580609246864,5.468241559804231,1.800268964725243,Iris-virginica
+50,7.6999823242902306,2.7261555634858294,6.699990716089587,1.9770976284264699,Iris-virginica
+51,4.869105246413912,3.403302635228386,1.439562160257582,0.2836590189843794,Iris-setosa
+52,4.400001658155834,3.159375298343026,1.3271598096763193,0.2,Iris-setosa
+53,7.7,2.2000004655813563,6.7,2.5,Iris-virginica
+54,7.154739835362115,3.0205244678624488,6.127874876184419,1.8847357690022248,Iris-virginica
+55,5.955549720611428,4.4,1.5751053772084294,1.022932215751237,Iris-setosa
+56,7.7,2.2,6.7,2.5,Iris-versicolor
+57,6.834855247217927,3.248466046219268,5.666435491536226,2.2122487534873962,Iris-virginica
+58,5.124405298933159,3.611628406179044,1.4012209746930013,0.3342311019417863,Iris-setosa
+59,5.41739233584211,2.8183925783641044,4.440612173143087,1.4050855514556355,Iris-versicolor
+60,5.0323532657490215,2.4301513279400804,2.814182555136906,1.136404608157742,Iris-versicolor
+61,5.022041288895245,3.4418838421638167,1.516637160113705,0.2,Iris-setosa
+62,5.129229122552598,3.485524281614364,1.701840982850914,0.37606963399544713,Iris-setosa
+63,6.496175033960948,3.3472868502718036,5.591222250781674,2.2624971013220168,Iris-virginica
+64,6.104246555318728,2.6125360539379328,4.5651808726284475,1.4186144053625542,Iris-versicolor
+65,4.578594507246489,3.34036387068224,1.483424367689776,0.2,Iris-setosa
+66,5.198410469766246,2.42374747694282,3.5148012445568133,0.969514440059334,Iris-versicolor
+67,7.044396446706808,3.4037252014711985,6.064687427161404,2.5,Iris-virginica
+68,4.500227745559113,2.3031671056875083,1.314561203458364,0.3098062632904522,Iris-setosa
+69,6.234117638440913,2.485151094415597,5.0320859099158115,1.9047984561497002,Iris-virginica
+70,6.311278223068703,3.1823615513196812,5.530248336209148,1.9386815813041705,Iris-virginica
+71,6.554055157572769,3.340280466545127,5.586673058775828,2.222871552579551,Iris-virginica
+72,5.822424892838223,3.210150603158388,4.9087518581555445,1.858282647193866,Iris-versicolor
+73,6.419924882986828,2.8950813205744863,5.2696222924879885,1.5480625096061027,Iris-virginica
+74,4.600691684354635,3.539552740627975,1.000002191599285,0.2,Iris-setosa
+75,4.8631845786404995,3.3825873442958323,1.2815093194913618,0.22291017478969524,Iris-setosa
+76,5.178659783188121,3.529107451374158,1.409431485841723,0.2,Iris-setosa
+77,4.484871677698123,2.279997185925571,1.283398761218975,0.29097053027540126,Iris-setosa
+78,5.6913065219934325,2.351914178755204,4.096514108195039,0.89520730834258,Iris-versicolor
+79,5.091291382662197,3.3461293962100647,1.6076790036815347,0.2680545258239715,Iris-setosa
+80,4.593600451905941,2.5073099877134832,1.406962465332905,0.2072929816078643,Iris-setosa
+81,5.9031848277072125,3.3964435087925997,4.748194203867875,1.8217942687858621,Iris-versicolor
+82,4.828808136951535,3.0250350545448375,1.4548848087256756,0.2,Iris-setosa
+83,5.108680108682776,3.4026788354304984,1.4248002201416123,0.2,Iris-setosa
+84,6.147036409981113,3.0856778218800343,4.706137853372138,1.534646905541915,Iris-versicolor
+85,5.868979667813475,3.182276559580913,4.410020331271923,1.4487059778437275,Iris-versicolor
+86,5.087360881165267,2.483454875590441,2.8990739563736376,1.1596753812397607,Iris-versicolor
+87,6.275048019365743,2.629284346225254,5.129914680584522,1.6882638719143075,Iris-versicolor
+88,6.6875900510994155,3.0804291705061564,4.577092850613819,1.4411912646308074,Iris-versicolor
+89,5.438493950580062,3.58176246888761,1.9251800485832775,0.2,Iris-setosa
+90,6.044028943186143,3.2676627642051943,4.5233721561677305,1.5893929503879893,Iris-versicolor
+91,5.923548707226934,2.9800438598259142,5.079874788903389,1.8133734959943786,Iris-virginica
+92,7.197881355234814,3.418250499991025,6.08188584462253,2.5,Iris-virginica
+93,5.1792074369900565,3.377086308893953,1.6609585652415857,0.2,Iris-setosa
+94,6.313417106336235,2.9873379011303505,5.5463211029620085,1.7291301235612917,Iris-virginica
+95,4.400000908434763,3.006628447871317,1.3583548610249399,0.2,Iris-setosa
+96,4.504359201526042,2.2866834262672784,1.3409302766993747,0.28894013751524056,Iris-setosa
+97,4.944321069800887,3.4811138251803384,1.3838301401264748,0.2,Iris-setosa
+98,6.29262966404122,2.9462068841259965,4.367068188819323,1.3451376342359425,Iris-versicolor
+99,6.22199233400674,2.9272270680220163,4.878527916491679,1.5224422918122344,Iris-versicolor
+100,5.124024240977388,3.7383568060867423,1.5101978194838919,0.35588908797678,Iris-setosa
+101,6.08369899604468,2.5633578425196335,5.054451134989709,1.8769419643756207,Iris-virginica
+102,5.732657882817262,3.0742897868124026,4.42436187810255,1.5441001771003273,Iris-versicolor
+103,4.932404307645577,2.443408258273694,3.1087257632787,1.1586180802034391,Iris-versicolor
+104,6.440666877498732,3.116263720408575,4.376763512065946,1.4292906158599095,Iris-versicolor
+105,6.005400858614372,2.2,4.99859659420862,1.496845070893296,Iris-virginica
+106,5.946276796446468,3.2599460405190612,4.727896111284905,1.7247714529734357,Iris-versicolor
+107,7.181884625389718,3.0262910650554686,5.843523805621046,2.153661706615302,Iris-virginica
+108,6.096548796527611,2.855037738475785,5.512717920117682,1.5145533534202857,Iris-virginica
+109,4.400002190951386,3.1284880165844102,1.355240258395965,0.2,Iris-setosa
+110,7.233980144483039,3.3978443368398024,6.227789370866747,2.5,Iris-virginica
+111,5.985793957978036,2.829598998880647,4.412745409755525,1.291474024119467,Iris-versicolor
+112,6.4169564566219375,3.199472974391541,4.6051398385343,1.5305872766721171,Iris-versicolor
+113,5.179327653992263,3.958791046796897,1.605892375638839,0.2,Iris-setosa
+114,6.481826635498374,3.1359046004793494,4.526738500374073,1.4611736659054204,Iris-versicolor
+115,5.213205614213426,3.3598267312416303,1.6183560166955302,0.2,Iris-setosa
+116,5.280374936108521,2.8322578708575374,4.179420041222258,1.42360127452197,Iris-versicolor
+117,6.480980644992714,2.821451436124183,5.005555495802672,1.666168685539594,Iris-versicolor
+118,7.7,2.2,6.7,2.5,Iris-virginica
+119,4.98755177027448,3.527101487587186,1.237787070553093,0.3361653720398827,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/0/test.csv b/iris/tab_ddpm/0_1/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/0/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/0/train.csv b/iris/tab_ddpm/0_1/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/0/val.csv b/iris/tab_ddpm/0_1/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/0/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/1/synth.csv b/iris/tab_ddpm/0_1/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..347cc5762edda1f0fe44c37ac18b5e1fce53f950
--- /dev/null
+++ b/iris/tab_ddpm/0_1/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.96463659061095,3.204077187685726,1.3289726712213952,0.2,Iris-setosa
+1,5.040769355540905,3.314260217449297,1.4109278775113472,0.2,Iris-setosa
+2,5.261258156211863,3.814727091187071,1.440574180868617,0.43554940427265304,Iris-setosa
+3,4.906484541139525,3.0818902526711383,1.5097778918722746,0.10000014734641885,Iris-setosa
+4,5.486290092562625,2.6034094131482957,4.15006022012274,1.2783934843124842,Iris-versicolor
+5,5.055270529896407,3.2764739820239708,1.277852997923528,0.2,Iris-setosa
+6,5.332564841193476,2.584848913076603,4.162288890406609,1.3588373922036208,Iris-versicolor
+7,6.5447551555422265,3.2168838828423265,5.585672318737097,2.49996646130161,Iris-virginica
+8,6.130366617741348,3.403886143320999,4.436433953755472,1.5612125066489533,Iris-versicolor
+9,4.85419843304188,2.4258107531611364,3.2267206983047587,0.8816739845826296,Iris-versicolor
+10,6.519866161886718,3.0607373527501434,4.4510329867810965,1.3778924126144783,Iris-versicolor
+11,4.4,3.2351249148535253,1.2725134139887244,0.2,Iris-setosa
+12,6.405975038507186,2.855425454907982,5.4346773036066,1.7276242814027587,Iris-virginica
+13,7.7,2.2,6.7,2.5,Iris-versicolor
+14,4.702015162582816,3.0389816679878416,1.379691504937066,0.2,Iris-setosa
+15,4.400000865588132,2.911499329963119,1.3744846875817036,0.2,Iris-setosa
+16,5.092423798911287,2.4721888681929993,2.695402768505716,1.0918455373944893,Iris-versicolor
+17,5.9540720494524635,4.4,1.553966419125808,0.8503904094711434,Iris-setosa
+18,6.280523412264712,2.9156258324576783,4.968605100658416,1.5441621264330314,Iris-versicolor
+19,7.7,2.2051649865162055,6.7,2.4999288535420616,Iris-virginica
+20,6.677018336113813,3.299298998137252,5.66586613475612,2.231411654327406,Iris-virginica
+21,7.400190514937777,3.473681241787541,6.1012816304887245,2.5,Iris-virginica
+22,7.7,2.2,6.7,2.5,Iris-virginica
+23,7.7,2.2,6.7,2.5,Iris-virginica
+24,7.7,2.200000763632745,6.7,2.5,Iris-virginica
+25,4.6017423631179755,3.5726302688528198,1.0000005537286207,0.2,Iris-setosa
+26,5.156851808841233,3.5701311393688253,1.3960714580453035,0.2,Iris-setosa
+27,7.14648283540536,3.0165300175264584,5.959675817487195,1.9128946308121866,Iris-virginica
+28,7.6992962993676635,2.8989425200010532,6.699420491558795,1.9220637575393802,Iris-virginica
+29,5.871989890866456,3.1597948015914277,4.619429058864103,1.7547849752998328,Iris-versicolor
+30,6.297917766521064,2.994276156606267,4.434839625067577,1.3265401493141367,Iris-versicolor
+31,5.612053668019891,2.57989627787446,4.114605018897302,1.172250834891074,Iris-versicolor
+32,6.415642459653887,2.729005678110629,4.853484381835156,1.7583669009794842,Iris-virginica
+33,7.130685263045821,2.9439794636068397,6.158102027387773,1.8050085642137665,Iris-virginica
+34,7.7,2.2,6.7,2.5,Iris-virginica
+35,6.029757009762194,4.4,1.5706713542185813,1.3542091594943708,Iris-setosa
+36,6.18481045523977,2.748462696679374,4.708313506622156,1.7978959184143009,Iris-virginica
+37,5.320299135607735,3.8875517969722755,1.2457005243823693,0.7030414247161998,Iris-setosa
+38,6.157308452905803,3.2807833228938548,4.33256611038948,1.4643469484783358,Iris-versicolor
+39,4.550533749705297,3.6365958438973855,1.0,0.2,Iris-setosa
+40,5.104981401505667,3.43139763038843,1.2456743515263768,0.2,Iris-setosa
+41,4.825998151889289,3.061793730755181,1.4960384795236674,0.10000035044181224,Iris-setosa
+42,4.9094815727332,3.0837337882160285,1.5186699969659037,0.10000013393115727,Iris-setosa
+43,6.561052243316397,2.965763479151115,4.425950914232248,1.4005017289458472,Iris-versicolor
+44,5.962627219539493,2.725571011045368,4.1801196569850125,1.166059105251348,Iris-versicolor
+45,5.350406183085031,3.8682500174764582,1.6798666368186692,0.2524969427531997,Iris-setosa
+46,6.46729783111498,3.3616958771737258,5.581936493545137,2.3570783836535973,Iris-virginica
+47,4.826388666061734,2.841926441423915,1.411466822128168,0.2,Iris-setosa
+48,5.315353998819191,4.166974377444952,1.4288059370224058,0.2,Iris-setosa
+49,5.1358304689353735,3.481197784437176,1.5331852553418808,0.2,Iris-setosa
+50,5.8089615584756835,3.16978841165867,4.760581057187993,1.7459862911752173,Iris-versicolor
+51,4.513826235170751,2.3526764878970723,1.3256985910290353,0.2579834523711942,Iris-setosa
+52,5.495129506026451,2.608560655420073,4.1428615332818275,1.3184333666467525,Iris-versicolor
+53,6.29087757396376,2.7798438221909403,5.222054390975657,1.5137165428922184,Iris-virginica
+54,5.803095215418037,2.6218137304821094,5.059988773676957,1.9495718026323343,Iris-virginica
+55,5.100417476783788,3.5917304432378168,1.4333063358575726,0.25152957381844204,Iris-setosa
+56,6.4382380375823045,3.088216691747014,5.510012313634987,1.8827876864069706,Iris-virginica
+57,6.201946799874496,2.9710970293476207,4.348082802962018,1.323924381996588,Iris-versicolor
+58,6.177990237127672,2.9792110285138356,5.401712170667175,1.8323434100520006,Iris-virginica
+59,4.918974305949797,3.124525530595522,1.4966445561764297,0.10000009355715347,Iris-setosa
+60,5.970414886125119,3.008702956183293,4.415603427514802,1.406118945457257,Iris-versicolor
+61,6.184812339631521,2.735293879478071,4.914274387141389,1.8531086771562684,Iris-virginica
+62,5.022769547579514,3.5826940882732403,1.75459522402358,0.2,Iris-setosa
+63,4.583320875086867,3.553342187606667,1.0000013061745374,0.2,Iris-setosa
+64,4.4,2.9671486857364835,1.4008273462569432,0.2,Iris-setosa
+65,5.568364815545145,3.041029353124457,4.5130067581561875,1.5281291886126709,Iris-versicolor
+66,5.1015121756417265,2.4248249197523046,3.5257409615987028,0.9519943628824368,Iris-versicolor
+67,4.796439218220759,2.373098616989858,3.314693660842502,0.9742114086746196,Iris-versicolor
+68,5.138221791058778,2.472540825778106,3.2865595836589545,0.8923098880263678,Iris-versicolor
+69,5.016131624752152,3.204393681399444,1.2856526770340166,0.2,Iris-setosa
+70,5.210481771895049,3.374682883116953,1.4593438165890416,0.2,Iris-setosa
+71,5.533108107689887,2.4333327271370853,4.070452905333246,1.2113857141533666,Iris-versicolor
+72,5.0645461642251774,3.288559058224369,1.5960073783352955,0.3259297192975606,Iris-setosa
+73,5.567824820938072,3.032896074925084,4.656953040250077,1.5679051078217752,Iris-versicolor
+74,5.381840068164238,2.4290453461095742,3.567346566685711,0.8972079882038178,Iris-versicolor
+75,5.4674559859674625,2.978262631446329,4.306050315840569,1.4884221053697393,Iris-versicolor
+76,4.904084052994931,2.4097148534964705,3.180371375611839,1.0149100746724262,Iris-versicolor
+77,4.4,3.0215583516365716,1.4066685374457764,0.2,Iris-setosa
+78,4.918067117449317,2.436446540942857,2.972166076479038,0.9321078513575326,Iris-versicolor
+79,6.1994491775061755,2.724766815430664,4.965427707839415,1.8308337601813565,Iris-virginica
+80,4.575425856529346,3.677119908967959,1.0,0.2,Iris-setosa
+81,5.061355711766261,3.379638692983485,1.3140514624925408,0.2,Iris-setosa
+82,6.070425866742101,2.676621712641523,5.48718589504193,1.4537915992944777,Iris-virginica
+83,6.049756739500414,3.2775403897382893,4.295610844103895,1.4295995058558422,Iris-versicolor
+84,6.06240970504242,3.0212773104412904,5.3514588287948825,2.484456889271334,Iris-virginica
+85,7.7,2.2,6.7,2.5,Iris-virginica
+86,7.073276108430639,3.458285248366845,5.924709854949823,2.5,Iris-virginica
+87,6.823007083569538,2.8642167198390625,6.076296848568511,1.7732354164466844,Iris-virginica
+88,7.7,2.2,6.7,2.5,Iris-virginica
+89,5.940226418679643,4.4,1.5163788277985513,0.9537371319284209,Iris-setosa
+90,6.137735740877158,2.579575560526377,5.561790173010721,1.3995565612890712,Iris-virginica
+91,6.160799443410189,3.2251770844813015,4.491024999445661,1.6247836261448099,Iris-versicolor
+92,6.368818380809681,2.733670056948943,5.004581343220494,1.6011148740756314,Iris-versicolor
+93,6.640734337175802,2.998556363701908,4.345058392593429,1.3747216347525897,Iris-versicolor
+94,7.7,2.2,6.7,2.5,Iris-virginica
+95,5.464071251074553,3.0217188269964455,4.450807187225219,1.510450545469403,Iris-versicolor
+96,5.134347932722846,3.4540513242226165,1.2709434853264232,0.2,Iris-setosa
+97,5.843993181826788,2.787154024071561,5.070871086925077,1.9292871893640378,Iris-virginica
+98,7.7,2.2,6.7,2.5,Iris-virginica
+99,6.373870181222202,2.7922834599704833,5.480136870665425,1.8224634240035424,Iris-virginica
+100,7.7,2.2,6.7,2.5,Iris-virginica
+101,5.834072584336427,3.264765087173397,4.707981369691059,1.6743980900867428,Iris-versicolor
+102,7.7,2.2,6.7,2.5,Iris-versicolor
+103,6.109673287481477,2.9367670585394006,4.74592720192942,1.7675003044576947,Iris-virginica
+104,6.6463374481259265,3.0078944446964124,4.336386639375844,1.388877028433763,Iris-versicolor
+105,5.929404251664345,3.178191516329945,4.4065667379647175,1.4958825662965702,Iris-versicolor
+106,5.421708430568272,2.9503795994355135,4.2417459641191595,1.3674723879390551,Iris-versicolor
+107,5.776575667172296,2.980518227257439,4.085121935380369,1.338294683605512,Iris-versicolor
+108,6.336843746320011,2.9864623172454636,5.332377072804728,1.752638563483996,Iris-virginica
+109,5.310293002451133,2.512099875380924,4.11548841102893,1.0902909835572088,Iris-versicolor
+110,7.7,2.2,6.7,2.5,Iris-virginica
+111,6.928598115264845,3.217271466952331,5.662112433542862,2.282092899293952,Iris-virginica
+112,7.7,2.2,6.7,2.5,Iris-virginica
+113,4.5383580158354615,3.2310812391665227,1.3234529323465845,0.2,Iris-setosa
+114,4.4585899169989816,3.257979805162467,1.4285831237762323,0.25146714944522663,Iris-setosa
+115,4.888275364899649,3.099161655614885,1.5258617646212358,0.1,Iris-setosa
+116,6.240045526046321,2.7419746383218024,5.021369147887154,1.7702960936835228,Iris-virginica
+117,5.188016760271964,3.447218622265397,1.3909193567471898,0.2,Iris-setosa
+118,5.418384206465538,3.8591753188848883,1.4536192963486716,0.2,Iris-setosa
+119,6.120207433257104,3.194751094716465,4.485319360763496,1.5048279687701989,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/1/test.csv b/iris/tab_ddpm/0_1/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/1/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/1/train.csv b/iris/tab_ddpm/0_1/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/1/val.csv b/iris/tab_ddpm/0_1/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/1/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/10/synth.csv b/iris/tab_ddpm/0_1/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a4f3daf1f9c1175f54410010396bc0be2a59697
--- /dev/null
+++ b/iris/tab_ddpm/0_1/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.321013101409644,2.5987813702460394,3.743006590472894,1.3186381597888603,Iris-versicolor
+1,5.916558050787269,2.8519255744052665,5.075616640266987,1.5862976273782108,Iris-versicolor
+2,5.988445091272245,2.7517013446031835,4.93243430141113,1.8742713093003556,Iris-virginica
+3,5.961892618635112,3.367808769575883,4.452767165796716,1.6245585406578151,Iris-versicolor
+4,6.506374277436267,3.221742624092172,5.585144266584141,2.4999003522962324,Iris-virginica
+5,5.9569802460772,3.0157216380186,4.3415451827355795,1.4360350494403766,Iris-versicolor
+6,4.896582217772161,2.433148471114911,2.982038970416279,0.7907371407015117,Iris-versicolor
+7,6.557059986760227,3.088299126821744,4.453573133355065,1.43363412404036,Iris-versicolor
+8,5.272479034834056,3.6486917859996075,1.5944079623582028,0.32395003998387323,Iris-setosa
+9,7.7,2.2,6.7,2.5,Iris-virginica
+10,6.408865623000222,2.2793071994343927,4.490576040309497,1.2859997299943895,Iris-versicolor
+11,6.086382954717877,3.1216125783579742,4.406968997998295,1.6458682495302512,Iris-versicolor
+12,5.976594339746049,4.4,1.5762951678697623,1.31069621376529,Iris-setosa
+13,6.293273270129355,2.575920493957702,5.117512751908562,1.9102637325933645,Iris-virginica
+14,5.021387627584158,3.6376444949050515,1.4087261704038325,0.36266045291182364,Iris-setosa
+15,5.334481894938476,2.4139225431879665,3.656830475838379,1.0693368164547368,Iris-versicolor
+16,5.071784388214443,3.668981982571654,1.6626437062872228,0.2,Iris-setosa
+17,6.269570402577477,2.4170476360912367,5.018970457512147,1.889861602838427,Iris-virginica
+18,5.869905612890021,3.138077524744354,4.324595368621545,1.5606989817077892,Iris-versicolor
+19,6.033491766171168,3.282520114646486,4.300735918237996,1.4803134048356485,Iris-versicolor
+20,5.127144211254931,3.549784867126675,1.6347378721800447,0.2899225668501507,Iris-setosa
+21,4.954853500988759,3.2353949434977025,1.4937578953526365,0.2,Iris-setosa
+22,6.009421384335236,3.1462584499186255,4.559881148871254,1.5207630763370825,Iris-versicolor
+23,5.93112114156015,3.1029699958708616,4.711272480820225,1.593425045058948,Iris-versicolor
+24,5.8540923058143575,2.8179846656434737,5.066916456238542,1.8702512450476387,Iris-virginica
+25,7.7,2.2,6.7,2.5,Iris-virginica
+26,4.5719872862576825,3.600074660458224,1.0,0.2,Iris-setosa
+27,7.7,2.6407685270109633,6.7,1.9982642466193576,Iris-virginica
+28,5.210112526414885,3.6552454221155335,1.2996302349480642,0.314187643782865,Iris-setosa
+29,6.010390326019097,2.200000294530036,4.936059404586626,1.4870316268599093,Iris-virginica
+30,4.539867740383049,3.6746769477834436,1.0,0.2,Iris-setosa
+31,5.329248300801223,3.8789656314241276,1.6520700003299351,0.29569524772615663,Iris-setosa
+32,7.7,2.2,6.7,2.5,Iris-virginica
+33,7.691404232614981,2.868411886561989,6.686332301261452,1.9417750112420467,Iris-virginica
+34,5.2901413460559485,3.9629779996875683,1.3974543278115452,0.2,Iris-setosa
+35,6.446273688338656,3.4233693576846163,5.706242577256096,2.3671464398946545,Iris-virginica
+36,5.987198395430199,3.414733768570376,4.572307767616935,1.675730558105188,Iris-versicolor
+37,5.203355780745724,3.5379502481447895,1.8667676967447022,0.3460341843904448,Iris-setosa
+38,5.260955275644206,3.480241070712521,1.547517114166964,0.2,Iris-setosa
+39,5.622746251616492,2.5831180368805975,4.300925576849905,1.2651124793991604,Iris-versicolor
+40,6.140236489034651,2.941376779362235,4.376645517500212,1.3012834178888015,Iris-versicolor
+41,6.649333662460674,3.2775881501322255,5.654006735351638,2.1120462331074807,Iris-virginica
+42,6.452879656053192,2.8203130506820338,5.046889771104827,1.7351275827093602,Iris-versicolor
+43,5.745173719789354,2.6601941951793746,5.061771303739307,1.949006287656888,Iris-virginica
+44,5.521997272136993,4.174412129388371,1.3551841212180764,0.2,Iris-setosa
+45,5.576562829150149,2.435865551213356,3.8557790573241952,1.0980252667430672,Iris-versicolor
+46,5.148950831565334,3.74606425919484,2.35245243040427,0.7143052416688482,Iris-setosa
+47,5.267188212805524,3.8116698095629133,1.3875592249462734,0.2,Iris-setosa
+48,5.866423772760449,2.5405977832704716,4.248167333710005,1.1098886626514997,Iris-versicolor
+49,5.982021401119782,2.9198173218031718,4.879351512429175,1.8143935409557654,Iris-virginica
+50,5.781542022158615,2.616040253893176,5.1064387397115265,1.9124519564278748,Iris-virginica
+51,6.5705946428702,2.781976455489903,4.522807062395136,1.4859550825441896,Iris-versicolor
+52,5.404588597080512,2.9572100477454293,4.328903218487724,1.4560729893541469,Iris-versicolor
+53,6.326968145330108,2.482403188003372,4.5470926904869655,1.3776327623803768,Iris-versicolor
+54,5.619271627436323,2.8021889673942444,4.5952858597038135,1.3332416932452134,Iris-versicolor
+55,5.81898103364806,2.656369352968188,5.051520427677345,1.9308290628411224,Iris-virginica
+56,5.931977245746521,3.1881768573021927,4.633024922254156,1.6483118474089549,Iris-versicolor
+57,5.901394616814015,3.208832909964104,4.548659013907489,1.5919026570019426,Iris-versicolor
+58,5.79099664764476,2.5884370738902707,5.07600295244166,1.9417898138415128,Iris-virginica
+59,7.058336197083656,3.4370837401051633,5.898866791646522,2.5,Iris-virginica
+60,6.250757162648766,2.434263470445673,4.677544338629278,1.4208336619097752,Iris-versicolor
+61,5.95054630508055,2.5330651312075405,5.089500474910762,1.9310395630458497,Iris-virginica
+62,5.813302688542427,2.917865185657664,5.104864154184748,1.8275082890457321,Iris-virginica
+63,6.217741935204425,2.8452233583154323,4.770688646660611,1.74252152783309,Iris-virginica
+64,5.720769927876708,3.132552390553561,4.706584904350884,1.5787317263484404,Iris-versicolor
+65,5.1498990969076575,2.5637015845072173,3.0717098146469515,1.3060615609985542,Iris-versicolor
+66,4.400002364932334,3.3175218139375207,1.3133329619100402,0.2,Iris-setosa
+67,5.849920981496962,2.4869015693903314,4.454753145038292,1.3020308237685132,Iris-versicolor
+68,5.037776484882472,3.405707023478235,1.54154072644276,0.2,Iris-setosa
+69,6.541680684342987,2.925532571942427,5.436449428448413,1.8278511424635837,Iris-virginica
+70,6.619155038512208,2.7770334156262386,5.7894794447466085,1.7601199694855219,Iris-virginica
+71,6.602808418685707,3.109363307621716,4.456299458326164,1.4325072447665974,Iris-versicolor
+72,6.356876612689364,2.700269678839748,5.478133955829251,1.8548040826790304,Iris-virginica
+73,5.554886188018697,2.9691956714355277,4.189087195619813,1.371101322314942,Iris-versicolor
+74,4.910295008226852,3.5414731310141008,1.440075572913123,0.2,Iris-setosa
+75,4.7029002664494985,3.11020691286011,1.4392451106512918,0.2,Iris-setosa
+76,5.185550562468358,3.4988435443919395,1.4473664645860151,0.2,Iris-setosa
+77,4.400003298093423,3.021596451691015,1.4179892290291183,0.2,Iris-setosa
+78,5.263608483084685,3.606913223444574,1.5663376212781002,0.2,Iris-setosa
+79,4.400061418631986,2.6831702242942783,1.3331111772581856,0.2,Iris-setosa
+80,4.995488923385732,3.4450332742683614,1.5158137207863616,0.2,Iris-setosa
+81,6.193150914713433,2.9956385029586587,4.078932176522115,1.3190092999324625,Iris-versicolor
+82,5.23650325973239,3.6337341088518986,2.1359474375390053,0.3838689892330093,Iris-setosa
+83,4.571300780914229,3.6878165789485897,1.0,0.2,Iris-setosa
+84,4.631619692908007,3.5911174670951373,1.0000003919388667,0.2,Iris-setosa
+85,4.979261052661217,3.5377903289803365,1.2996693598584992,0.2,Iris-setosa
+86,6.59527542216449,2.960126117713929,4.372231780806645,1.4554712313100788,Iris-versicolor
+87,6.02123894880747,3.095415722425121,5.2716268679192195,1.9270917588290393,Iris-virginica
+88,6.1602499569330265,2.7765103434977614,4.913047296495587,1.770673588815118,Iris-virginica
+89,5.081199097703943,3.5890366210104667,1.5165552520784291,0.5133931723484616,Iris-setosa
+90,4.567254822380733,3.7023714651768085,1.0,0.2,Iris-setosa
+91,6.221972515374714,2.335774595961773,4.4716893465894145,1.310843117255229,Iris-versicolor
+92,5.974394635893851,2.831969572691441,5.061049119021222,1.7287659984976522,Iris-versicolor
+93,5.180453383173042,2.7258029352433675,3.890693663289481,1.410371888884213,Iris-versicolor
+94,6.040177164338537,2.689273808289349,5.246722573360538,1.8348691915597886,Iris-virginica
+95,7.582654076917645,2.94331246002758,6.528269666700025,1.9769183934122534,Iris-virginica
+96,5.092164532246604,3.4695231416991774,1.6297472048558554,0.2,Iris-setosa
+97,7.7,2.2,6.7,2.5,Iris-virginica
+98,6.672333612988447,2.9691475643892495,5.518709483031567,1.9708941326259994,Iris-virginica
+99,5.464174171218305,2.4261353425678327,3.674543947924884,1.0494311479570166,Iris-versicolor
+100,5.257773258106222,3.5971664491868727,1.3028144790331198,0.30427611669492716,Iris-setosa
+101,7.017325659738742,3.014743071790839,5.67828531193084,2.0972519213085996,Iris-virginica
+102,5.990519275921724,3.431945612973156,4.387507979936156,1.5706352052621413,Iris-versicolor
+103,5.283662516752598,3.8001545585505037,1.6247036712633562,0.5276393503177275,Iris-setosa
+104,5.017963055401909,2.481134318592929,3.5437794641806963,1.203159316741731,Iris-versicolor
+105,5.655803772535475,2.570364045762844,5.0757733048448666,2.171386787257981,Iris-virginica
+106,4.400001804462838,2.9543170097774514,1.4019572881249887,0.2,Iris-setosa
+107,7.358590527793368,2.9907021280031727,6.2267895684260495,1.9698690701963613,Iris-virginica
+108,4.827622463874835,3.1174262397837382,1.5066149181657948,0.1,Iris-setosa
+109,5.493835792148916,2.544468089753008,4.260040171427302,1.1578760687508085,Iris-versicolor
+110,7.036077337190679,3.0671433397818317,5.997332132918762,1.92425413118838,Iris-virginica
+111,4.943692813980271,3.4828046857300095,1.360812577783301,0.24804572468148056,Iris-setosa
+112,5.285133761597713,3.5407591985117604,1.6431531695842976,0.2,Iris-setosa
+113,4.997127611067335,3.19560062748228,1.4011999936389792,0.2,Iris-setosa
+114,6.6587018480138775,3.08636046784614,4.6413116393654805,1.4820884760480715,Iris-versicolor
+115,5.804336967019378,2.7007722519788113,5.081337793567169,1.895113341630334,Iris-virginica
+116,5.2419187707766195,3.3774957488044843,1.6644154010339711,0.2,Iris-setosa
+117,6.755530346411569,3.1014011535957784,4.616085188022748,1.503289493047853,Iris-versicolor
+118,5.095082549797269,3.3728435139854165,1.309436607283177,0.2,Iris-setosa
+119,5.053336858450405,3.3014569997860805,1.4661467139405255,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/10/test.csv b/iris/tab_ddpm/0_1/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/10/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/10/train.csv b/iris/tab_ddpm/0_1/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/10/val.csv b/iris/tab_ddpm/0_1/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/10/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/11/synth.csv b/iris/tab_ddpm/0_1/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09e7becc76066d64cd55fd44442ff65b15218052
--- /dev/null
+++ b/iris/tab_ddpm/0_1/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.140026803140415,3.53872754287857,1.4512488533300085,0.43836409085993633,Iris-setosa
+1,6.474389524825671,3.3318957101975206,5.591650383668014,2.3393212557831977,Iris-virginica
+2,6.492968562525726,2.9356687389441363,4.665038719060558,1.4258078852535385,Iris-versicolor
+3,5.406589016173195,2.642914874367185,4.155090514062958,1.2954607030821215,Iris-versicolor
+4,5.047290794241654,2.4502674428869535,2.4617206133228393,1.2556402344240494,Iris-versicolor
+5,4.925561438502285,3.631254027801727,1.5913588922916613,0.2,Iris-setosa
+6,4.847279219756656,3.045310040898752,1.5434466471160415,0.10000058009051041,Iris-setosa
+7,4.980461333696569,3.131104723349217,1.220258575325455,0.2,Iris-setosa
+8,5.802189763981317,2.725934574445514,5.12038731398377,1.8739192976487766,Iris-virginica
+9,5.434928053949753,2.962098480224569,4.656861639699397,1.4876963887655001,Iris-versicolor
+10,7.0617197641267335,3.1303295472963084,5.748716467225661,2.2323764835327125,Iris-virginica
+11,6.000791384238653,2.6451537003735757,5.062407832509945,1.8641948806773299,Iris-virginica
+12,6.244237799180001,2.7296458996893587,5.28499685212153,1.9386035955708039,Iris-virginica
+13,5.1307067302295115,2.5015985772318006,3.5026431000848417,1.0086634489872983,Iris-versicolor
+14,4.400000972716071,3.1061777995036306,1.344366981249966,0.2,Iris-setosa
+15,5.320701553817278,3.7855163722869376,1.6669690884947679,0.2,Iris-setosa
+16,6.697382913895886,3.0893244962099757,5.566881865050659,2.1188965000164894,Iris-virginica
+17,4.565178377687914,3.6069904406651405,1.0,0.2,Iris-setosa
+18,5.718582865065332,2.5421679904341197,5.048591293338401,1.9735102682936887,Iris-virginica
+19,5.924971870965266,3.1581801826426044,4.316164452743566,1.5005236723738402,Iris-versicolor
+20,6.202468024751721,3.0632316194012406,4.21986413573584,1.412448834215503,Iris-versicolor
+21,7.7,2.2,6.7,2.5,Iris-virginica
+22,6.698284879128611,3.315316188378577,5.708306818953837,2.4999991974396822,Iris-virginica
+23,7.7,2.2,6.7,2.5,Iris-virginica
+24,6.048216424961821,3.054769808679663,5.338158562419038,2.4943344402711123,Iris-virginica
+25,7.7,2.2,6.7,2.5,Iris-virginica
+26,5.855380928269233,2.430975810650861,4.302804615129863,1.2923364003646751,Iris-versicolor
+27,6.891643702974563,2.951250536519425,5.822811532649404,1.8888678217333963,Iris-virginica
+28,4.98363260688516,3.313546971745038,1.4258454924250659,0.2,Iris-setosa
+29,6.7156454967731,3.047533415009947,4.667843474703209,1.4308826922167792,Iris-versicolor
+30,6.121320904865852,2.3839029650115937,4.444852914139953,1.276266381291177,Iris-versicolor
+31,6.290840403603965,2.8087004820310306,5.3276131347607745,1.8233459702759847,Iris-versicolor
+32,5.483716342799729,4.112560806325446,1.2418290777576462,0.29091953226453915,Iris-setosa
+33,5.301409494265495,3.494725212395637,1.5954631873228002,0.2,Iris-setosa
+34,5.124729686417495,3.3894315194765063,1.6843658779441026,0.2853330510363168,Iris-setosa
+35,6.142709269757826,2.930052649781416,4.9424592582239155,1.762054392163405,Iris-virginica
+36,6.142265000473692,2.8649472411423083,5.395163176991548,1.5525859515921694,Iris-virginica
+37,5.134275252094699,3.477381591694708,1.618405549249915,0.2,Iris-setosa
+38,4.904178635731232,3.545228302246787,1.348313482877601,0.3409513876722291,Iris-setosa
+39,5.121104659954087,3.3802062044118566,1.5881403159867196,0.2,Iris-setosa
+40,5.185080809189774,2.752242396350818,4.18470267401389,1.4183195514768152,Iris-versicolor
+41,6.756243051084653,3.3129243522576415,5.689248043851395,2.5,Iris-virginica
+42,5.757795644357841,2.5080032329667197,4.236682814141443,1.1506525328804702,Iris-versicolor
+43,4.559246975493556,3.6163355365662104,1.0,0.2,Iris-setosa
+44,5.294068985083342,3.8481883669578005,1.4493117537174678,0.2,Iris-setosa
+45,5.270663265962356,2.4072814505692315,3.586397880200435,0.741943578854767,Iris-versicolor
+46,5.173840619340258,3.8021953917950704,1.5938388700802768,0.2814472095550911,Iris-setosa
+47,4.869887592747548,3.100132091863111,1.5304347637493692,0.1,Iris-setosa
+48,4.541408110506822,3.6607628377982087,1.0,0.2,Iris-setosa
+49,5.499724595317985,2.3759247211628645,3.457290234831061,0.9706103455523133,Iris-versicolor
+50,7.7,2.2403997298927947,6.7,2.486164499329334,Iris-versicolor
+51,5.043540081635651,3.390865189933152,1.387264352414264,0.2,Iris-setosa
+52,6.675362384751193,3.051754374923686,5.4667292512555274,2.0278898124021945,Iris-virginica
+53,6.193364123646392,2.810748241408592,4.667797217852951,1.3697729038858018,Iris-versicolor
+54,6.5825846334839415,3.2538722581468007,5.707180651550183,2.4999956766106695,Iris-virginica
+55,7.7,2.2,6.7,2.5,Iris-virginica
+56,6.015102699394866,3.4163093455291773,4.62618798065393,1.7055242683946896,Iris-versicolor
+57,4.4,2.9670497831229588,1.3563721096742891,0.2,Iris-setosa
+58,5.05089293271027,3.8003288614424684,2.194458670292078,0.2,Iris-setosa
+59,7.101435979163258,3.3558912849604083,6.011016913912171,2.5,Iris-virginica
+60,6.198706759166699,3.3090579974585332,4.354941025501319,1.5224823470231947,Iris-versicolor
+61,6.242917916877998,2.3390096003912477,4.54608614517786,1.3410924225480239,Iris-versicolor
+62,6.613649089524276,2.7927458954154356,5.137123891211669,1.9446279825637873,Iris-virginica
+63,4.69372891556297,3.3536571424170685,1.4073657935903046,0.2,Iris-setosa
+64,6.500062223515508,2.8952801081082846,5.482367218963786,1.8145798332238792,Iris-virginica
+65,6.112103122622589,2.5421188952367713,4.5456761332914795,1.363336760734009,Iris-versicolor
+66,6.6666528832377105,3.031482346195326,5.02282368407209,1.7118828918813072,Iris-versicolor
+67,6.661134763395264,3.298790843220797,5.581267309488297,2.4999973794879957,Iris-virginica
+68,4.907279088674502,3.113660247684155,1.519314283039858,0.10000015677531876,Iris-setosa
+69,7.7,2.2,6.7,2.5,Iris-virginica
+70,6.30723887279547,2.544712132103729,5.023145819600417,1.8941456274553239,Iris-virginica
+71,6.350274021495584,2.5246277806084247,4.91032224679028,1.828547816163121,Iris-virginica
+72,4.741316411360462,3.170025702758633,1.3083566338142596,0.2,Iris-setosa
+73,6.640496029603538,3.1004632704282584,5.547857471182711,1.9793256084118602,Iris-virginica
+74,6.075952797347406,2.906415225886667,4.553205390993763,1.3328935385388145,Iris-versicolor
+75,5.82284319075519,2.7942121669653304,5.092220061633563,2.464506512291084,Iris-virginica
+76,5.433449381047245,4.086735065512557,1.322101434874722,0.23127246942657587,Iris-setosa
+77,6.558829638140152,2.986952718131727,4.300697725273858,1.3430260147234316,Iris-versicolor
+78,6.222689309324782,2.7344528138381494,5.291233207392779,1.7818969557077644,Iris-versicolor
+79,5.663262167474313,2.5917363353649923,5.042865915626475,1.9734049944834084,Iris-virginica
+80,5.224410713813514,3.335574009562184,1.6088869735988174,0.2,Iris-setosa
+81,6.641512492774657,3.0483383772894923,4.751155720151213,1.4987141821056946,Iris-versicolor
+82,5.253427520736423,2.729299900311678,4.13700244028003,1.4304686814893595,Iris-versicolor
+83,5.832081795869392,2.6679608507672725,4.830668359916451,1.4133025358670293,Iris-versicolor
+84,5.841060954672328,2.8322123393702894,5.0689298695403355,1.8870098894770513,Iris-virginica
+85,4.958408051566261,3.257166554473596,1.284160323166903,0.2,Iris-setosa
+86,6.029018913041197,2.2000389427897074,4.958892462289171,1.5234496816516971,Iris-virginica
+87,5.096625434097174,3.6880974568557234,2.1170274967854072,0.3802341608074171,Iris-setosa
+88,5.428329753562617,2.453896555776541,3.7528123500502835,0.9757544379633516,Iris-versicolor
+89,5.90903792767632,3.2166242820016917,4.749916409757583,1.689197746753121,Iris-versicolor
+90,5.709382417363563,4.399997916073577,1.5000788824446145,0.48319289596524584,Iris-setosa
+91,5.678751305767492,3.007389259789546,4.451391744621214,1.3722348994100575,Iris-versicolor
+92,5.039072351072314,3.681094333385922,1.671137222922626,0.2,Iris-setosa
+93,4.883562959644422,3.098694100670394,1.5144402543839954,0.1,Iris-setosa
+94,4.959621055678672,3.4918029508928163,1.239550338701869,0.25729136862229296,Iris-setosa
+95,6.252191844357109,3.0945868710564484,5.484339783872512,2.499665510849332,Iris-virginica
+96,4.982351370583491,3.471468762269063,1.554128960504886,0.43745389981063276,Iris-setosa
+97,6.0887259240449545,2.443220023179923,4.986490588687482,1.9368088590013341,Iris-virginica
+98,4.645445036861813,3.558292032144907,1.000000441283269,0.2,Iris-setosa
+99,5.735895221351877,2.715938172551969,5.201024417609206,2.2927543850999026,Iris-virginica
+100,6.638353788409708,3.016971483029318,5.007808461869567,1.6850161874615004,Iris-versicolor
+101,5.381293670792616,2.842635321249383,4.085423106635594,1.3337914316917001,Iris-versicolor
+102,4.958110276088665,2.470451386996054,3.1531680425932382,1.278395993453312,Iris-versicolor
+103,7.7,2.2,6.7,2.5,Iris-virginica
+104,5.520570817302459,2.5911628957536323,3.9456455860132236,1.277927927505388,Iris-versicolor
+105,5.0255102459832495,3.249375569045963,1.6672040248661553,0.40646696498514606,Iris-setosa
+106,5.893516040501668,3.0767939989199307,4.4757754767461755,1.492944449980732,Iris-versicolor
+107,5.318128285762422,2.9070806324264598,4.040139340972363,1.3879185721881004,Iris-versicolor
+108,6.457028207934035,2.71816688286416,5.292080319456535,1.8838601554064132,Iris-virginica
+109,6.721994144460292,3.0108446239217788,4.405150103381635,1.3861100805254136,Iris-versicolor
+110,6.312582707836814,3.1204947021780485,5.496473063716524,2.4998221644757663,Iris-virginica
+111,6.663687955075438,3.0265905670905773,4.443578720851091,1.3926222151699947,Iris-versicolor
+112,5.87037729964071,2.94894068158322,4.406270484573623,1.3922119053036381,Iris-versicolor
+113,7.7,2.6488407199731707,6.7,2.1338388823999668,Iris-virginica
+114,4.546505542405178,3.719505959661427,1.0,0.2,Iris-setosa
+115,7.7,2.2,6.7,2.5,Iris-virginica
+116,5.264583561480621,3.5602376656232915,1.5885966514546086,0.2987978854837999,Iris-setosa
+117,6.142883400846116,2.611351369926053,5.078837595075868,1.8510969916505546,Iris-virginica
+118,6.255360862930955,2.6165050869675013,5.020291960166923,1.8719574143494129,Iris-virginica
+119,6.994747695476034,3.103491087589872,5.592012447692325,2.239712215814883,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/11/test.csv b/iris/tab_ddpm/0_1/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/11/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/11/train.csv b/iris/tab_ddpm/0_1/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/11/val.csv b/iris/tab_ddpm/0_1/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/11/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/12/synth.csv b/iris/tab_ddpm/0_1/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66eff1e777b2b51426d2fb0eb5d0de3e6b86a0ab
--- /dev/null
+++ b/iris/tab_ddpm/0_1/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.107958355663358,2.9428148502858074,5.0108712507561854,1.8058275808163338,Iris-virginica
+1,6.5958092258331895,3.0555104389466674,4.401279278950934,1.4138521202774554,Iris-versicolor
+2,5.596318506237823,4.4,1.4970057899006866,0.4976517187110256,Iris-setosa
+3,5.11121838842887,3.3448242429991257,1.4690965197019121,0.2,Iris-setosa
+4,5.8713719560004005,2.904102672945796,4.991237605918426,1.8865759345344169,Iris-virginica
+5,5.93026700648233,2.6191838578327635,4.815117182232387,1.4089921462484039,Iris-versicolor
+6,5.911831542172745,3.173655700389996,4.5528623902310335,1.6353328648166343,Iris-versicolor
+7,6.217335316418585,2.7575418862024703,4.282128290411874,1.1770651241354326,Iris-versicolor
+8,6.255691413425307,3.140555458539965,5.46199470705351,1.9903169858732355,Iris-virginica
+9,4.900350016612871,3.105942369642069,1.4891397710017475,0.100000142793731,Iris-setosa
+10,5.008513382164634,3.286021315835211,1.4624622989525973,0.2,Iris-setosa
+11,5.336494240739966,3.877731442471815,1.289239726981343,0.3210546620685281,Iris-setosa
+12,7.17581768881143,2.953062377901047,6.1836616976879695,1.861526390953829,Iris-virginica
+13,6.037452302308629,2.4128043971355706,4.382648683016153,1.328656717010146,Iris-versicolor
+14,5.236895313200067,2.739169765577794,4.125137838708845,1.3877318572099084,Iris-versicolor
+15,5.391506595506811,2.5167103553594568,3.9428684665326195,0.89841389766472,Iris-versicolor
+16,6.171837794884406,3.0190698579050568,5.02480488646983,1.7107489396057307,Iris-versicolor
+17,4.934592909370894,3.2081048531328933,1.4941746982281352,0.22295700170389526,Iris-setosa
+18,5.233323162990811,3.7233654208029434,1.5276951686215023,0.2,Iris-setosa
+19,5.3130167383868105,3.992356142676002,1.431840311412591,0.2,Iris-setosa
+20,6.699828306081828,3.176512062201145,5.631318885518971,2.2460574395964215,Iris-virginica
+21,6.312275044983523,3.12758114583083,4.637538724074181,1.5414897492356736,Iris-versicolor
+22,6.276464712065712,2.46808585299248,5.015029770983732,1.9070364663457329,Iris-virginica
+23,4.978392112009512,3.219253309835954,1.3067058954709636,0.2,Iris-setosa
+24,5.431355910607527,2.965221678632489,4.463682917939641,1.4495671063428401,Iris-versicolor
+25,4.640248704978715,3.3799517129648633,1.4082137196192916,0.2,Iris-setosa
+26,4.5494859561008125,3.4331791201510753,1.4597742989170073,0.20292065528746894,Iris-setosa
+27,6.492327152086524,3.0454651923893388,4.422342132603997,1.390408055570712,Iris-versicolor
+28,4.453363826840331,3.2872137869198985,1.4044101212470972,0.2,Iris-setosa
+29,6.022608197803707,2.6588970591258914,4.437968461616423,1.3166824890189663,Iris-versicolor
+30,7.7,2.2,6.7,2.5,Iris-virginica
+31,6.19528631663402,2.7485404927483836,5.1333846424007685,1.7413491541836865,Iris-virginica
+32,4.968098471215413,3.595208169898425,1.4045017675945715,0.2,Iris-setosa
+33,5.096717461076889,3.3872382775625454,1.5363868931962041,0.42865652019580797,Iris-setosa
+34,5.106579398162592,3.3610452029743327,1.3195600658234259,0.2,Iris-setosa
+35,5.356931621749308,3.389186508576858,1.8711522930976692,0.2,Iris-setosa
+36,7.7,2.2,6.7,2.5,Iris-virginica
+37,6.560663044081935,2.9315169065141955,4.2539726986442155,1.3309346426286104,Iris-versicolor
+38,7.699913246789917,2.8572050890436604,6.699969202807101,1.9389644814879403,Iris-virginica
+39,5.341569514982742,3.7649433582397385,1.4093873548136806,0.2,Iris-setosa
+40,6.0034326754383684,2.7033416649191544,5.041151609972071,1.6201489363636972,Iris-versicolor
+41,6.071582719848514,4.4,1.6764415318987924,1.4653743391173288,Iris-setosa
+42,5.8507617278394894,3.090884901457339,4.363266711146438,1.48599916836876,Iris-versicolor
+43,5.153955583594526,2.7132664044290333,3.7535765435269077,1.355366524938297,Iris-versicolor
+44,6.406827382169562,2.925064048574938,4.188453244232865,1.3911676982488885,Iris-versicolor
+45,5.019257475403889,2.4660969253076073,2.5879393962459343,1.0663430132824887,Iris-versicolor
+46,6.447799292951605,3.0109800872750667,4.406587927152354,1.4297454081051248,Iris-versicolor
+47,5.519971321022153,2.8514370050727074,4.417966992418508,1.275007324576908,Iris-versicolor
+48,4.554354490273612,3.6485554926218184,1.000000747669639,0.2,Iris-setosa
+49,5.023813682711981,3.8320645599072694,1.5616292790116006,0.26478679147108036,Iris-setosa
+50,5.320966428270644,2.761266184958136,3.9166218444894625,1.2810532297076715,Iris-versicolor
+51,5.0487994055871654,3.3003160557004483,1.3221495816675912,0.2,Iris-setosa
+52,7.7,2.2000343561986817,6.7,2.5,Iris-virginica
+53,4.914557627646061,3.3943118118602045,1.6006869631258114,0.2,Iris-setosa
+54,6.0677344416609404,2.7549385098823223,5.435423694077086,1.4446937666554867,Iris-virginica
+55,5.532458104753518,4.07929961911068,1.451991910522472,0.2,Iris-setosa
+56,6.682758389933287,3.046514967722449,5.541667776868715,1.9852370262953318,Iris-virginica
+57,6.660254077799414,3.157112696260885,4.430351595113962,1.4102575638052544,Iris-versicolor
+58,6.326152522442709,3.46227210753001,5.677225259892946,2.40037781405357,Iris-virginica
+59,6.861481897051735,2.9244560401860826,5.940626795981004,1.8582447529915422,Iris-virginica
+60,4.635589292275555,3.638351470370294,1.0,0.2,Iris-setosa
+61,5.101151026918346,2.536335380225692,3.0278681912939236,1.1117270379285602,Iris-versicolor
+62,6.27256177080502,2.9018813452371957,4.277677463237385,1.3077918352718394,Iris-versicolor
+63,5.7770339033407225,3.19354319556709,4.613082108027569,1.645716713090523,Iris-versicolor
+64,4.57252015444753,3.5744243946815053,1.0,0.2,Iris-setosa
+65,4.584261710567,3.5660473724720427,1.0,0.2,Iris-setosa
+66,6.139955781315343,2.545125154815445,4.942830203034645,1.4742518373350801,Iris-versicolor
+67,5.134097112606687,3.5649794510103785,1.4416014171156761,0.2,Iris-setosa
+68,5.691631435861549,2.6312459373795605,4.749992205822463,1.3474558727608614,Iris-versicolor
+69,5.8813858566867765,3.205302286664615,4.810498605133716,1.7448839457950762,Iris-versicolor
+70,6.571710016513459,3.1247021885132455,4.902309475459503,1.6543731261726453,Iris-versicolor
+71,6.020625077188785,4.4,1.5757769353304694,1.4947723012031369,Iris-setosa
+72,5.4940864752707,4.201562678153787,1.3614587407790824,0.2,Iris-setosa
+73,5.253216936494112,2.6476037792186533,3.9466642129176766,1.2964881123324177,Iris-versicolor
+74,5.279377869689549,3.6387443642970463,1.3542904503437285,0.2371245905421322,Iris-setosa
+75,6.164569917701364,2.990874495190839,4.708475496122525,1.3905996257855449,Iris-versicolor
+76,5.364269544443728,2.8061284889076776,4.087104180796239,1.3680664016258393,Iris-versicolor
+77,7.7,2.2,6.7,2.5,Iris-virginica
+78,5.757225332362203,2.585215745791368,5.056857724517988,1.9209515927982619,Iris-virginica
+79,7.7,2.2,6.7,2.5,Iris-versicolor
+80,5.2949023124751795,3.543411241536696,1.6147338746875968,0.2,Iris-setosa
+81,4.4000012697545445,2.9161363082004232,1.3261346321347163,0.2,Iris-setosa
+82,4.902001978384372,2.3984476014042446,3.33782453966802,1.073107960014796,Iris-versicolor
+83,5.203673052524342,2.496994516785792,3.620386240324001,0.9292455552946999,Iris-versicolor
+84,5.182898710669018,3.3848833235193303,1.5940953954412562,0.23947333333774523,Iris-setosa
+85,4.730285009945521,3.2538522475236715,1.2974857250698952,0.2,Iris-setosa
+86,5.9896404530710425,3.2310729273402705,4.715016455377817,1.6809142726117192,Iris-versicolor
+87,6.07724233744511,2.3338465352754274,4.155012733967132,1.152582563018985,Iris-versicolor
+88,6.017238211889495,4.4,1.5011308548855886,1.3128081414903159,Iris-setosa
+89,7.7,2.2,6.7,2.5,Iris-virginica
+90,6.032436417009521,2.9690144340260844,4.7495719021162035,1.800583657166422,Iris-virginica
+91,5.668236567501882,3.1331274288833275,4.555909256461144,1.6015407749048685,Iris-versicolor
+92,5.9851964172172405,2.939429310220789,4.512408689072737,1.359378885774221,Iris-versicolor
+93,4.968067870816478,2.433284225400869,2.9556558003649425,1.0831745973304185,Iris-versicolor
+94,7.556387492804745,2.924800992487083,6.519444581978722,1.8616724923291625,Iris-virginica
+95,6.658691936284842,3.324443941773914,5.596097604587714,2.4999988732358833,Iris-virginica
+96,6.309612120580891,3.2775227366074664,4.503248053589623,1.5549201335744542,Iris-versicolor
+97,6.455999843848013,3.326159286835424,5.679402282673848,2.3947020597018747,Iris-virginica
+98,4.4784653514958475,2.2706350580307975,1.292631063538843,0.29796984223245093,Iris-setosa
+99,5.948204099189548,2.2,4.909398540369406,1.4482692935725994,Iris-virginica
+100,6.373069840240229,3.0765860513355,5.536524108755398,1.8106117544204376,Iris-virginica
+101,4.930497186742921,3.343177693448187,1.378925333691887,0.20084891467320415,Iris-setosa
+102,6.074550714680603,2.9724237384579775,5.431607742527187,2.496016842510757,Iris-virginica
+103,5.282371469422068,3.7351015512710917,1.4289276230453538,0.2867981559155206,Iris-setosa
+104,5.152939455465971,2.510786001184746,3.0579537642206818,1.2354614064970577,Iris-versicolor
+105,4.603284018037318,3.6554622687977196,1.0,0.2,Iris-setosa
+106,6.241657421747798,2.8584838465031535,5.057139695540743,1.8073709728649305,Iris-virginica
+107,5.633632333006373,3.0107642091045914,4.421404337236044,1.5066220682092593,Iris-versicolor
+108,7.404880479428834,2.907094547237194,6.385819934472799,1.8491286916821268,Iris-virginica
+109,4.625891001014821,3.6036060467543667,1.0,0.2,Iris-setosa
+110,6.231289638504231,3.089231473015322,5.447828555263452,2.499910883857629,Iris-virginica
+111,5.221280987461115,3.636703131865962,1.4029206211045693,0.2,Iris-setosa
+112,5.823534088845063,2.816058120474368,5.2245391360396685,2.285031408432983,Iris-virginica
+113,5.1210890803174385,3.340388611269753,1.6075808642932221,0.2,Iris-setosa
+114,4.7556834090890705,3.221453739272515,1.377432228176978,0.2,Iris-setosa
+115,5.174446236346831,3.8908106983729427,1.4117005689294615,0.2,Iris-setosa
+116,7.480951536396673,2.8532447581653493,6.50247746883351,1.7799203087416828,Iris-virginica
+117,6.087458184636991,2.676086680890401,5.400608913269173,1.7052421582763786,Iris-virginica
+118,6.145937077644184,4.4,1.6420129815811342,1.099500051274271,Iris-setosa
+119,5.606771536484991,4.263762552657711,1.419127534500289,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/12/test.csv b/iris/tab_ddpm/0_1/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/12/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/12/train.csv b/iris/tab_ddpm/0_1/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/12/val.csv b/iris/tab_ddpm/0_1/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/12/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/13/synth.csv b/iris/tab_ddpm/0_1/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8788274249122e53f26a320ab3ce53275fc2d81
--- /dev/null
+++ b/iris/tab_ddpm/0_1/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.7167714034695765,2.4945422354361506,4.998457426297317,1.9758107450448616,Iris-virginica
+1,5.919761774792105,3.2159523592123738,4.397817314589108,1.488710045174846,Iris-versicolor
+2,4.883297559401386,3.2358840570827425,1.468949128303517,0.2,Iris-setosa
+3,5.982934310647074,2.834737504596173,5.063696940122289,1.716976035220933,Iris-virginica
+4,6.014741153245591,2.2,5.040334142898673,1.5779462171313727,Iris-virginica
+5,6.213226721856546,2.4473688409566656,4.584106914566771,1.3777011668348085,Iris-versicolor
+6,5.086961978284981,3.669076020756007,1.3004054228138662,0.21767397003829797,Iris-setosa
+7,5.365639355987791,3.7473677178907465,1.3906338041802766,0.49063849028715834,Iris-setosa
+8,4.508104979805116,2.271131202496789,1.2790100189211215,0.26383337682794317,Iris-setosa
+9,6.018954855814918,2.2,5.034421402365661,1.4897875379639582,Iris-virginica
+10,7.7,2.2061726166636104,6.7,2.4994172155849306,Iris-virginica
+11,4.400000511498788,2.9107163048763662,1.388274563821788,0.2,Iris-setosa
+12,7.7,2.2,6.7,2.5,Iris-virginica
+13,4.909048952013165,3.101339378102498,1.494503255244327,0.1,Iris-setosa
+14,6.090845248282294,2.3102442081099657,4.185919120891926,1.2211257084393117,Iris-versicolor
+15,5.121949889385948,3.375690975886978,1.408329361930375,0.2,Iris-setosa
+16,5.675525430970938,2.5507680664344354,5.0118122614376714,1.9733974561402128,Iris-virginica
+17,5.972421521993597,2.200000640139656,4.951057407859556,1.48988727241475,Iris-virginica
+18,4.4000007723563135,3.150648025196477,1.292526026995054,0.2,Iris-setosa
+19,7.7,2.8084730889816685,6.7,2.0047999214502057,Iris-virginica
+20,6.456424809312958,3.3799550703998498,5.565972425489898,2.3490371921254236,Iris-virginica
+21,5.336055441462357,3.6109501444467638,1.4043718805439127,0.2,Iris-setosa
+22,4.663193356422474,3.0332926715575907,1.3816597751181532,0.2,Iris-setosa
+23,6.66186556504351,3.1445206288517693,4.507077581197057,1.4150007317785582,Iris-versicolor
+24,5.19547836071001,3.5345772550649377,1.2768895992879674,0.2851935986467288,Iris-setosa
+25,5.079932033562718,3.3689667077978407,1.6269934302983244,0.28225494634657255,Iris-setosa
+26,6.268841938992752,2.885608313250596,5.401174188036368,1.8975325736462536,Iris-virginica
+27,5.10785620414848,2.555442836406063,2.659969120421874,1.3144669161308866,Iris-versicolor
+28,5.730897021140388,2.6465582019150378,5.031637521598267,1.9474007497645989,Iris-virginica
+29,7.169903857738886,2.901007409489148,6.105991044319855,1.8290425883101693,Iris-virginica
+30,6.19651039076458,2.8212414921428053,4.947894688123853,1.8067945221466608,Iris-virginica
+31,5.422123471074755,4.102177268288351,1.2492682429895612,0.3945959630841595,Iris-setosa
+32,6.488788073618353,3.059365065167701,5.06528703097415,1.8190604987143053,Iris-versicolor
+33,7.7,2.736777035132307,6.7,1.998044108068643,Iris-virginica
+34,7.7,2.2,6.7,2.5,Iris-virginica
+35,4.886435943456374,3.1163174959861593,1.3913362354283336,0.2,Iris-setosa
+36,5.371020465884035,3.6332606920575823,1.5503766763093243,0.2,Iris-setosa
+37,7.0293304321643655,3.3841229663001244,5.979416300489511,2.5,Iris-virginica
+38,6.082868425348319,3.3469486439785525,4.542751410752573,1.6466457863382875,Iris-versicolor
+39,5.754841469396932,2.716955051918706,5.133978066342327,1.8885941421519705,Iris-virginica
+40,4.890050478568298,3.3129493091834132,1.288262197772925,0.2,Iris-setosa
+41,5.16963940401187,3.780342914420885,1.5194132481881069,0.29602997767095335,Iris-setosa
+42,5.0617806124185964,3.26320765330159,1.4028510041439841,0.2,Iris-setosa
+43,6.434550682765183,2.9073085908008203,5.591427057119811,1.8222035909166578,Iris-virginica
+44,4.486201088619245,2.297996719783533,1.2742725968622022,0.30969480393360804,Iris-setosa
+45,6.010116919490314,4.4,1.5394288544822248,1.3284520589497508,Iris-setosa
+46,6.155801207996134,2.6254456970146576,5.597017381363402,1.4453304943821785,Iris-virginica
+47,5.136319798752889,3.4342222724510894,1.3299848065570075,0.2,Iris-setosa
+48,6.216188695370813,3.0766778408995368,5.4077712611470945,1.8004941400268306,Iris-virginica
+49,4.755325747903586,3.417935163758056,1.409100508617251,0.2,Iris-setosa
+50,5.520092109250205,4.293172670472547,1.4092344126353382,0.2,Iris-setosa
+51,5.932923472124693,3.004122100146209,4.996033623114043,1.7797572609644787,Iris-virginica
+52,4.925869246390522,2.4082592289410556,3.471457234789576,0.954315238317788,Iris-versicolor
+53,5.316072178276216,3.56363270514039,1.6557054235392108,0.2,Iris-setosa
+54,6.3245782277541895,2.717137451171972,5.198320956018037,1.8713838474957971,Iris-virginica
+55,6.667840442460764,3.2550913945490683,5.587175769281287,1.9887565180517903,Iris-virginica
+56,5.816314738625659,2.9480499072494615,4.346303802494036,1.4486038763474176,Iris-versicolor
+57,5.759503434572223,2.599582354394292,5.088389667143874,1.9375730518241085,Iris-virginica
+58,6.47373610542182,3.049493089959915,5.468153025040586,1.7931294601129784,Iris-virginica
+59,5.102059055567327,3.242781744609317,1.6374082180440153,0.2,Iris-setosa
+60,5.757888345527528,2.6632234434783286,5.086441311311287,1.9172218688370934,Iris-virginica
+61,6.541880432427996,3.1197619117268234,5.528695468232147,1.8897246052018133,Iris-virginica
+62,5.978368104625134,2.2000002983774936,4.956416742572952,1.502415452516579,Iris-virginica
+63,5.102087439100437,3.786170989300486,1.4073669535150355,0.2832950439225186,Iris-setosa
+64,7.138679977005002,2.8464758130210486,6.2185465415102525,1.7815881868606815,Iris-virginica
+65,5.280952268790576,3.9620144605630943,1.543714565598805,0.2,Iris-setosa
+66,6.991400899570205,3.024251424508887,5.663440517459573,2.1952978336870284,Iris-virginica
+67,4.400000912370711,2.9084863693900345,1.3871686218055224,0.2,Iris-setosa
+68,5.765942058330014,4.4,1.5396893733107673,0.8318048657005485,Iris-setosa
+69,5.274480621784341,2.58029452539358,3.8790526256143156,1.2940038692811848,Iris-versicolor
+70,7.7,2.2,6.7,2.5,Iris-setosa
+71,5.676410716831584,2.4674562491319962,5.005645844642189,1.9862316933281132,Iris-virginica
+72,4.953449171045012,3.38642253730475,1.4013043846829987,0.2,Iris-setosa
+73,5.211985230635346,3.9362866648303116,1.5423060904662635,0.2,Iris-setosa
+74,4.870577859752613,3.0026276850810065,1.403706117241614,0.2,Iris-setosa
+75,7.320666618607528,2.959156937295217,6.044188226376043,1.9472380852080498,Iris-virginica
+76,4.4995171270299945,3.3057651037632785,1.3399561118373418,0.2288734072775451,Iris-setosa
+77,4.401114037843582,3.1280283059788343,1.409147347973098,0.22712073827360227,Iris-setosa
+78,6.2465868872860595,2.6664334290546035,5.039741027487527,1.5519026626972907,Iris-versicolor
+79,6.368333069803805,3.47469766836619,5.62244207205122,2.3208073486489105,Iris-virginica
+80,6.079206807770984,2.200000284565879,4.980200552471003,1.5122984360671416,Iris-virginica
+81,5.911601553847437,4.4,1.5347660660323006,0.757040505665113,Iris-setosa
+82,5.8396099743474625,4.4,1.4781515090472244,1.29983804903265,Iris-setosa
+83,5.101580353002209,2.5324122753844955,3.6445242238386046,1.28509478539944,Iris-versicolor
+84,7.254009367311404,3.456086656156634,6.097232904764861,2.5,Iris-virginica
+85,6.902015070417017,3.0265041827854726,5.595924148327582,2.1610701284996745,Iris-virginica
+86,4.98905168513716,3.493617097453502,1.4006712192028126,0.2,Iris-setosa
+87,6.36577978162011,2.943468666527397,5.557899582765409,1.6494744960051895,Iris-virginica
+88,6.658470937398871,3.0551630778623644,5.598936504424961,2.0696878920458675,Iris-virginica
+89,5.962718149735295,2.9204960506913498,5.194614018960391,2.439402773701772,Iris-virginica
+90,6.068406668458473,2.9539934427847823,4.810888627545447,1.421152110335028,Iris-versicolor
+91,7.7,2.2,6.7,2.5,Iris-virginica
+92,6.650039967578725,2.9821258160867283,5.559734466874007,1.944610086632899,Iris-virginica
+93,7.401460941260565,3.5603462068274476,6.360580235557437,2.5,Iris-virginica
+94,4.903101351728371,3.1516225531113546,1.4834619797814472,0.1,Iris-setosa
+95,7.6996552565353245,2.848474361817008,6.6996532279834415,1.9435953138916828,Iris-virginica
+96,7.7,2.8128972369050427,6.7,2.0676030950544204,Iris-virginica
+97,6.704485981967583,3.0821176095489102,5.657897264809948,1.9835806723531892,Iris-virginica
+98,4.923194583742351,2.424499033850683,2.9145509361401984,1.0545389216583219,Iris-versicolor
+99,7.699998034681554,2.9118108109783307,6.699997732098416,1.9996337507261126,Iris-virginica
+100,7.2041619114183835,3.4584001533237387,6.206974656927038,2.5,Iris-virginica
+101,5.953280220237563,3.3400062778500375,4.604515568685049,1.6089449955197008,Iris-versicolor
+102,6.6111836460160625,3.3353783188509802,5.654173828196109,2.358611248498219,Iris-virginica
+103,5.962482765033577,3.405341683051266,4.433585502767951,1.5900332604710725,Iris-versicolor
+104,7.458453939366363,2.969594092210647,6.345115853625659,1.9342675373330782,Iris-virginica
+105,4.916386676996954,3.1614398899376215,1.2807880624782793,0.2,Iris-setosa
+106,7.7,2.2,6.7,2.5,Iris-virginica
+107,4.741766328318859,3.3129578729480453,1.406760390064542,0.2261888455214025,Iris-setosa
+108,7.257223404138547,3.335636020771471,6.341314056399995,2.5,Iris-virginica
+109,5.960132784533298,2.923717713881625,4.258263670002344,1.4570669900671451,Iris-versicolor
+110,5.711766241418998,2.651473015084713,5.098895906726608,2.3310133119460463,Iris-virginica
+111,6.277132143564765,2.696165517144279,5.055007374616313,1.8919750290627984,Iris-virginica
+112,5.650391911010246,3.0071345942662275,4.166839114490595,1.42880765279819,Iris-versicolor
+113,5.710550641727273,2.8424462604315495,4.188926879248813,0.9306104775644336,Iris-versicolor
+114,6.019823121756958,4.4,1.659498882141203,1.3110415936736062,Iris-setosa
+115,5.13655422566219,3.5808090560562658,1.3623380180942648,0.3268579937124627,Iris-setosa
+116,6.0991863238448625,4.4,1.6732886320796723,1.2844779506698514,Iris-setosa
+117,7.7,2.7829312027421533,6.7,1.9319525454808308,Iris-virginica
+118,5.0578990646677,3.60320488334149,1.4190769932679765,0.2555048932810305,Iris-setosa
+119,6.398939637471923,2.821224114391259,5.07694586877993,1.4944242296425112,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/13/test.csv b/iris/tab_ddpm/0_1/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/13/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/13/train.csv b/iris/tab_ddpm/0_1/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/13/val.csv b/iris/tab_ddpm/0_1/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/13/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/14/synth.csv b/iris/tab_ddpm/0_1/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5ad04e3d6be0e66043fe8bb6160be0f7727b50a
--- /dev/null
+++ b/iris/tab_ddpm/0_1/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.378059436751456,2.421870901176525,3.4466062962415682,0.9321280517770404,Iris-versicolor
+1,6.458387885981921,2.942535557529658,4.292321281965588,1.2999316660263,Iris-versicolor
+2,5.881410072597687,2.5940423903112233,4.730024411054294,1.3866453211394223,Iris-versicolor
+3,4.912290588515283,2.404084769730602,2.4838641660556373,0.9990391100712481,Iris-versicolor
+4,4.702820643891046,3.3971371594171957,1.2777548221123631,0.3318396541903467,Iris-setosa
+5,4.610259090842302,3.677730212142412,1.0,0.2,Iris-setosa
+6,6.5843428177259575,3.05311995635629,5.700391270446944,1.8394605404392472,Iris-virginica
+7,6.402788297095095,2.8309905579532186,5.113301653416338,1.5368931624543956,Iris-virginica
+8,4.708317795724173,3.3352252367119233,1.4134334838821765,0.2,Iris-setosa
+9,4.98588528855962,3.3547499585146503,1.3472401487101975,0.2,Iris-setosa
+10,5.614613674245059,2.849009826222297,4.497719041226417,1.3868735520369775,Iris-versicolor
+11,6.358033119103989,2.696517401319414,4.965139477002527,1.729475596677602,Iris-virginica
+12,5.989737958149466,3.028136689691734,4.282593911670708,1.3448807871679744,Iris-versicolor
+13,5.167274883027499,3.4822297436951395,1.481548739208547,0.2,Iris-setosa
+14,5.240199346088399,2.525834827793938,3.884844647806723,0.9461991447814386,Iris-versicolor
+15,4.4,2.833719854899785,1.4005979859910256,0.2,Iris-setosa
+16,6.3957626407553665,2.954703105090703,5.531166922976261,1.7734808319687225,Iris-virginica
+17,5.915139236854792,3.322719133427791,4.305222706058677,1.5302689606941873,Iris-versicolor
+18,6.030707982070846,2.9498031389307044,4.773196445853796,1.7919979967955346,Iris-virginica
+19,6.384807413205679,2.9252348543824906,5.498723088021469,1.8055843361154413,Iris-virginica
+20,6.664396626628915,3.342106761534078,5.67814743544096,2.058183959935448,Iris-virginica
+21,4.940623261449193,2.3995788451600126,2.9890992862283445,0.9891958260889643,Iris-versicolor
+22,5.996033595335781,2.639475183786088,4.522498278467155,1.3083587615113121,Iris-versicolor
+23,6.886644863628231,3.1063851395768824,4.447675563221128,1.405352775077542,Iris-versicolor
+24,5.239968829228507,3.5872518867400407,2.3107890362920456,0.49178961801593296,Iris-setosa
+25,6.388685724932916,2.3205601191143197,4.599504549213059,1.3573136565761257,Iris-versicolor
+26,7.7,2.20077812031037,6.7,2.4999927730365914,Iris-virginica
+27,5.821074710821169,2.8352374371931943,5.040271803423202,1.5984758594754478,Iris-versicolor
+28,6.571535040761796,3.3170021230882267,5.751407232300909,2.2501089143053994,Iris-virginica
+29,5.855792214469184,2.8873617721644953,4.669358096386821,1.3348583782547374,Iris-versicolor
+30,5.926934248889735,2.9184510153307004,4.645661031829654,1.5000821817187346,Iris-versicolor
+31,7.314359626371397,3.369098280535889,6.286731877049343,2.5,Iris-virginica
+32,5.84428498831535,2.624123622553014,5.093392883409891,1.8928814817905355,Iris-virginica
+33,6.4117868238646665,2.919305439197183,4.9946275001285265,1.7869218163821117,Iris-virginica
+34,4.7729582949530505,3.3288773893583965,1.3751192236985552,0.2,Iris-setosa
+35,6.315090158321367,2.2972925957055517,4.3302897743839734,1.2978881959094275,Iris-versicolor
+36,6.230875945718131,3.229573362936266,4.604473921596274,1.538247743653871,Iris-versicolor
+37,5.176913078910906,3.587822190872075,1.509874041224578,0.47014473984257765,Iris-setosa
+38,6.9115888523124465,3.1682625818753722,5.6334492147657675,2.212812861060941,Iris-virginica
+39,6.186291054389616,2.8183510487403276,5.03611505887883,1.9675038856981761,Iris-virginica
+40,5.0993022130301995,3.2898519627168032,1.3412689816403882,0.2,Iris-setosa
+41,6.278293682605165,2.7282696942106974,5.7495943697902865,1.4690979094323229,Iris-virginica
+42,5.001560735650298,3.487360705844019,1.6993312018586337,0.2,Iris-setosa
+43,5.9467865847043795,2.2,5.019112300150735,1.479441237651716,Iris-virginica
+44,5.262076085747067,3.855231059716932,1.7354467733348728,0.3912532864785523,Iris-setosa
+45,5.350153394897973,2.5454071695848817,4.209473245472886,0.9995305726038228,Iris-versicolor
+46,5.6709088587816545,2.772136177582168,4.590867912750081,1.3244751131090136,Iris-versicolor
+47,6.344864937368215,2.926272092459981,5.525540294077479,1.7276414120985857,Iris-virginica
+48,6.194214245897649,2.5237644615614,5.0542490004680865,1.9302238957038176,Iris-virginica
+49,6.053811854079808,2.3787697691943404,4.220270356092972,1.2956040155633843,Iris-versicolor
+50,4.959929274033108,3.437649390999468,1.3117453567979376,0.2,Iris-setosa
+51,4.8341288275930285,3.570722849270555,1.3624993130932346,0.36224018471898556,Iris-setosa
+52,4.4000023456027835,2.9152450603283597,1.4204789027863753,0.2,Iris-setosa
+53,6.66274609791071,3.0400948295928063,4.341736936235773,1.3596155758781288,Iris-versicolor
+54,4.849339448923985,3.5719644266958586,1.411524361216849,0.2317899723856826,Iris-setosa
+55,4.893268607056833,3.526919318230634,1.4442708199430174,0.2781245778124942,Iris-setosa
+56,5.862078209052379,2.4760096369967357,4.313080988460039,1.0946891241816439,Iris-versicolor
+57,5.806595629105507,2.7375171217515852,5.10739900683352,2.380279422472657,Iris-virginica
+58,4.9760209174877605,3.3300887342599723,1.3460748974740187,0.2,Iris-setosa
+59,4.621358627697156,3.5993859219626305,1.0000008535613523,0.2,Iris-setosa
+60,7.3680097908146065,2.8494217757971567,6.4068857996750666,1.697000819759688,Iris-virginica
+61,6.191826801418593,2.885793881969408,4.8840584117386445,1.7903456344084674,Iris-virginica
+62,6.651126124274603,3.0909623276520564,4.454363502542949,1.4174265133575972,Iris-versicolor
+63,5.47828926851671,2.9481621032632903,4.515140048278862,1.5492441278813514,Iris-versicolor
+64,5.954787749743612,3.2737240858245813,4.630562434618002,1.754706903736625,Iris-versicolor
+65,5.616663773579537,2.4973731690492253,4.087621208195918,1.0479274574675035,Iris-versicolor
+66,5.820235637365191,2.806249253215286,5.090518619420206,1.8508562668117046,Iris-virginica
+67,6.6928712105668176,3.107982629933542,5.597667472835656,1.9785961144270392,Iris-virginica
+68,5.690163359841708,2.400438988602209,4.095165456057351,1.2618482035809726,Iris-versicolor
+69,5.731434252308015,2.7145029744916473,4.307864028479475,1.300963286809599,Iris-versicolor
+70,6.572704096851947,3.2712046789345806,5.608717415060024,2.1298727134057556,Iris-virginica
+71,5.888430005289446,2.3285797759635045,4.086950082969411,1.2270938317208446,Iris-versicolor
+72,5.010062442899935,2.4245772014963762,2.938642972256259,1.0945600109832134,Iris-versicolor
+73,5.19444206780039,3.511975224972671,1.5499201914344443,0.2,Iris-setosa
+74,7.063920174576359,3.127869087406865,5.681579970176632,2.216556973412917,Iris-virginica
+75,4.628848874979883,3.2796638048545113,1.3316803635216212,0.2,Iris-setosa
+76,4.478965594395699,2.285693031481005,1.345047396297672,0.26050917927651296,Iris-setosa
+77,4.929527145378361,3.449576070902488,1.3655266261631152,0.22870285392965678,Iris-setosa
+78,4.4,2.869077409537678,1.4068261023496351,0.2,Iris-setosa
+79,7.7,2.7302168443558887,6.7,2.0027096810973912,Iris-virginica
+80,5.144815976383759,3.9761227534279553,1.4698264736178708,0.2,Iris-setosa
+81,4.572732146069986,3.617210247063655,1.0,0.2,Iris-setosa
+82,4.886192221191253,3.0903638661365744,1.4855750658443547,0.10000019414508995,Iris-setosa
+83,6.126274946290191,2.947477138136585,5.248957736649708,1.6548777830830268,Iris-virginica
+84,4.597889351817774,3.587795393259959,1.000000919077598,0.2,Iris-setosa
+85,6.14210053160974,3.3693847372425907,4.434037300418417,1.582592051977965,Iris-versicolor
+86,6.256092687708599,2.8252238358782114,4.95401712153766,1.581348700927298,Iris-versicolor
+87,5.226555687048233,3.4896923830857687,1.2921677352694858,0.2,Iris-setosa
+88,4.4,2.9559942507040686,1.388602355988322,0.2,Iris-setosa
+89,4.6092679422665075,3.6084686010999865,1.0,0.2,Iris-setosa
+90,6.052174621273398,2.2000095842195786,4.917756551815078,1.5402279118212125,Iris-virginica
+91,6.2377101479342905,3.48117613864835,5.647028581276093,2.386899119085867,Iris-virginica
+92,5.239430312048861,2.481317191052992,2.7987498130659,1.08600407364548,Iris-versicolor
+93,4.533373908471378,3.7231885098069117,1.0,0.2,Iris-setosa
+94,6.063490462571964,3.217263459534914,4.586253570100703,1.620054695336623,Iris-versicolor
+95,5.164945427873799,3.6432450868461976,1.5402021603739067,0.2,Iris-setosa
+96,6.3265620276506365,2.30320936705263,4.447950035326165,1.3184476040063926,Iris-versicolor
+97,7.7,2.5461414793402146,6.7,2.446413434479332,Iris-virginica
+98,6.006837555894282,2.6325683022571953,5.089659615181789,1.5705438259014717,Iris-versicolor
+99,7.7,2.2,6.7,2.5,Iris-virginica
+100,4.909555300855493,3.1284248939445085,1.5412238131039129,0.1,Iris-setosa
+101,5.1772559060365815,3.779359333996114,1.8122342288611752,0.38899847387341524,Iris-setosa
+102,5.865795215425996,4.4,1.5259852955377753,0.946535065177972,Iris-setosa
+103,5.884646012874296,3.171767318654193,4.507114564804092,1.5314596522840849,Iris-versicolor
+104,5.989788401705494,3.020577289638243,4.885813619746873,1.8397882275702384,Iris-virginica
+105,6.514430916808084,2.9503259687665304,5.3972142571528385,1.8883668083170364,Iris-virginica
+106,4.5942740872249255,3.5838876877863135,1.0,0.2,Iris-setosa
+107,5.962178748932945,4.4,1.5693948978114045,1.1362770080783187,Iris-setosa
+108,5.290176829183007,2.5606506638710536,3.8672645124523175,1.2716643700643997,Iris-versicolor
+109,5.914913144800628,3.249137717576103,4.637895834970158,1.704359440026753,Iris-versicolor
+110,6.21214012190623,2.827472882584292,4.2151339775997725,1.264854126674507,Iris-versicolor
+111,6.53981758173733,2.885485966633681,5.948914293253626,1.8585807979411348,Iris-virginica
+112,6.516671355646538,2.7390317850723487,5.188412304633342,1.8376438963569315,Iris-virginica
+113,4.566964487940609,3.6724950241886742,1.0,0.2,Iris-setosa
+114,4.592508395130384,3.634516486492037,1.0,0.2,Iris-setosa
+115,5.111727697193958,2.635368674257436,3.4567197286727964,1.363954939244962,Iris-versicolor
+116,4.807450663720606,3.3484920717345896,1.4442802702085105,0.2,Iris-setosa
+117,4.917512265936956,3.5539946586294304,1.4015206921130894,0.2,Iris-setosa
+118,7.344506180417629,3.4844401309151225,6.182146681295849,2.5,Iris-virginica
+119,7.007430091196997,3.3354294306640133,5.8041141174878215,2.5,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/14/test.csv b/iris/tab_ddpm/0_1/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/14/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/14/train.csv b/iris/tab_ddpm/0_1/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/14/val.csv b/iris/tab_ddpm/0_1/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/14/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/15/synth.csv b/iris/tab_ddpm/0_1/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6ce1b8dabfef278e8ca36d9406c9dd2f31468c4
--- /dev/null
+++ b/iris/tab_ddpm/0_1/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.674287691130953,2.831951210776002,4.462296383673391,1.3107578937727955,Iris-versicolor
+1,6.114528736974585,2.938324592591899,4.231786614456257,1.3391524923320708,Iris-versicolor
+2,4.606816448469061,3.5890222938812553,1.0,0.2,Iris-setosa
+3,4.909831845912802,2.4026649734212313,3.678496020474003,0.833424513581591,Iris-versicolor
+4,4.857102169553253,3.063132957819308,1.483556968917505,0.10000032229670962,Iris-setosa
+5,5.552123718155576,2.6313526392813986,4.279894311478875,1.369417939448113,Iris-versicolor
+6,5.825041280455026,3.0559350679502657,4.54556834185362,1.542768840639767,Iris-versicolor
+7,6.225866071545861,2.330984560855052,4.443518360211852,1.3205660159425643,Iris-versicolor
+8,7.7,2.2,6.7,2.5,Iris-virginica
+9,7.589564702525133,2.9006332845519376,6.589684813987372,1.8418875319001078,Iris-virginica
+10,5.007924933760795,3.6167459372514856,1.5866984963571693,0.3082063522951487,Iris-setosa
+11,7.7,2.2000017348526395,6.7,2.5,Iris-virginica
+12,4.880020184402973,3.0856775005628942,1.4863326145772082,0.10000011254222292,Iris-setosa
+13,6.856326532971185,3.177106173249321,5.739174849616817,2.2251412464763405,Iris-virginica
+14,7.6489464148425785,2.7967701486646446,6.6592144541989615,1.7270678667472654,Iris-virginica
+15,4.975012532766761,3.5002279298240313,1.2949689926487569,0.2,Iris-setosa
+16,5.1916986336727815,2.45220811444259,3.314663438770536,0.880618995610973,Iris-versicolor
+17,5.489665679597726,2.788487873281798,3.809552879128705,1.3148415922565737,Iris-versicolor
+18,7.0370094925885205,3.292729964193293,5.992913344309108,2.5,Iris-virginica
+19,5.306073671307185,3.5841400483206423,1.4306077009516405,0.2,Iris-setosa
+20,5.336350633363496,3.8601698183729196,2.2838687462748615,0.8467453025101567,Iris-setosa
+21,5.936754405615591,2.7972157548271652,5.072986271477278,1.642116131973248,Iris-versicolor
+22,5.602966366175779,2.6090824323991995,3.7486220724147508,1.2858902152241727,Iris-versicolor
+23,6.60767245772331,3.0713059883614378,4.850378755205897,1.605770120013859,Iris-versicolor
+24,6.243098490227348,2.6611210935160163,5.001055821019159,1.7264571348195563,Iris-virginica
+25,5.894001325158868,2.318007846276466,3.739213593734621,1.2589241656910621,Iris-versicolor
+26,4.8940084277562095,3.393708157269085,1.5024559162741438,0.2,Iris-setosa
+27,5.922040980163317,3.2294550579355246,4.729107693212847,1.7290998757682021,Iris-versicolor
+28,7.194161384603717,3.346818980076643,6.059643298893123,2.5,Iris-virginica
+29,5.693356421256692,3.152452975164191,4.490034941628112,1.762533749396326,Iris-versicolor
+30,5.291275553312653,3.588484702615033,1.667532617950519,0.2,Iris-setosa
+31,4.582635642680469,2.9560508854855057,1.4128112663547823,0.2,Iris-setosa
+32,5.4490185768629065,4.233049236231348,1.2772737339329618,0.2607380958864876,Iris-setosa
+33,4.901592822610448,3.1337450066539336,1.478416402165714,0.10000071525535034,Iris-setosa
+34,5.991711782228327,2.613166569458192,5.114603748270236,1.917288257566528,Iris-virginica
+35,4.607337987835095,3.5809220567950497,1.0000012167074799,0.2,Iris-setosa
+36,5.083198361078544,3.44295390660159,1.2828257252405615,0.2,Iris-setosa
+37,6.666694616434424,2.983483792200057,5.789654335714214,1.7318618749985013,Iris-virginica
+38,4.9955516175259245,2.5006312621063027,3.2660072237341984,1.3204106358794132,Iris-versicolor
+39,6.295905162078835,2.9553111108601104,5.3270942293855486,1.7612441345191985,Iris-virginica
+40,4.9549227130422455,3.184763300758126,1.3205691019544539,0.2,Iris-setosa
+41,4.869239367595079,2.3955399416566046,4.030322692907621,1.010527537363894,Iris-versicolor
+42,7.7,2.2,6.7,2.5,Iris-versicolor
+43,5.907594126330946,2.761940625636209,5.133003354308784,1.852047397765626,Iris-virginica
+44,6.405802112413694,2.768198052629938,5.5163806314298505,1.8345625005829533,Iris-virginica
+45,6.592996961369549,3.2958389630442495,5.578747532946631,2.2280178651917013,Iris-virginica
+46,6.4776795295994996,2.982389776430411,4.248050112928607,1.3504668362422014,Iris-versicolor
+47,5.771271065220633,2.8334197588618553,5.150480253333253,2.407531123459501,Iris-virginica
+48,6.385269637764539,3.228509868581016,4.4176730123491055,1.491386482861456,Iris-versicolor
+49,5.167399764186352,2.4350904497687904,3.2413423212598245,0.9296601159689204,Iris-versicolor
+50,7.699983500078029,2.8392033656167355,6.699985655130666,1.9867200065896002,Iris-virginica
+51,4.6181705620366404,3.59434917365252,1.0,0.2,Iris-setosa
+52,5.301251218473763,3.497750989198288,1.4222179034618319,0.2,Iris-setosa
+53,7.699289333896075,2.8718059786764,6.699399814718987,1.9616114494524375,Iris-virginica
+54,5.689396980287421,4.4,1.4641456708437295,0.3843887343657676,Iris-setosa
+55,5.026333048829251,3.4967199325627196,1.3625430500765996,0.2490981719210991,Iris-setosa
+56,6.570355702808331,3.1587206973508755,4.513189805964466,1.47359297903604,Iris-versicolor
+57,4.918915525455708,3.073517186276244,1.5364393264294125,0.1,Iris-setosa
+58,5.888492123379022,2.4956770527368515,4.2567197603042235,1.277140340947529,Iris-versicolor
+59,6.232845652756554,2.9642736918909827,5.299917595354241,2.356390713884273,Iris-virginica
+60,6.052026001770481,2.456612792423765,4.491133788027679,1.3415301094433318,Iris-versicolor
+61,4.978729478107428,3.5146816952798714,1.439006837351299,0.2,Iris-setosa
+62,5.800582722881234,2.849442295871541,5.0828416275854575,1.8769799733012156,Iris-virginica
+63,6.642926332141904,3.1752685869234645,5.579734576072061,1.9833560944446522,Iris-virginica
+64,7.7,2.2,6.7,2.5,Iris-virginica
+65,7.7,2.200409237641302,6.7,2.49995477583023,Iris-virginica
+66,7.699995869009064,2.823917156521931,6.6999945219776365,1.9739588401402706,Iris-virginica
+67,7.7,2.2001292490583717,6.7,2.5,Iris-virginica
+68,5.476136649587161,3.36650462078262,2.2003015516466973,0.2,Iris-setosa
+69,6.014649631439482,3.093218499977834,4.4711432205875905,1.5046632120248609,Iris-versicolor
+70,6.1275112115107175,3.0913337429958725,4.276735353755677,1.3980150238088136,Iris-versicolor
+71,6.076002262561912,2.719579603297044,5.1323398115797465,1.6091391136063247,Iris-versicolor
+72,6.682378139913023,3.331197063673814,5.705865071212202,2.200106813474545,Iris-virginica
+73,6.097699566081682,2.403500640918662,4.507333142957777,1.3667996187920306,Iris-versicolor
+74,6.5684084470992055,3.2949560398385014,5.529702514460583,2.499954545728148,Iris-virginica
+75,6.811632904141502,3.3340905141457866,5.734296768992509,2.5,Iris-virginica
+76,4.4,3.2229054840651283,1.3068827310769717,0.2,Iris-setosa
+77,5.995641141187898,3.3901979663472925,4.547720284986943,1.640603236928254,Iris-versicolor
+78,6.619568892292285,2.9014128650599256,5.847364238587637,1.8547434369616038,Iris-virginica
+79,5.572535185731452,4.399950139350158,1.4676436708234775,0.3939099893679275,Iris-setosa
+80,5.4102837803510315,4.11296113703547,1.4296028186904992,0.2,Iris-setosa
+81,5.9552067381350495,2.6499397466862327,5.166595186387035,1.882850955519316,Iris-virginica
+82,6.375526207397526,2.940174110564773,5.298082344307105,1.732098504686151,Iris-virginica
+83,7.7,2.2000029781841777,6.7,2.5,Iris-versicolor
+84,5.713907099547012,3.122919780614906,4.679398092424506,1.6167697170398032,Iris-versicolor
+85,6.5407827212113085,3.378275370637576,5.715926025037186,2.3208225007292786,Iris-virginica
+86,6.556331078031228,3.1116413503705274,5.519521282487597,1.9006038069976996,Iris-virginica
+87,5.680671060839341,4.4,1.4735148272340428,0.3497790040935005,Iris-setosa
+88,6.079319126187622,2.2,5.014502969588961,1.5118190336213053,Iris-virginica
+89,7.7,2.2,6.7,2.5,Iris-versicolor
+90,5.174207181318845,3.7852810821209593,1.633402292416528,0.36453315033633377,Iris-setosa
+91,7.7,2.2,6.7,2.5,Iris-virginica
+92,4.603655967204156,3.736908992624906,1.0,0.2,Iris-setosa
+93,6.703747160715805,3.363716255616138,5.672649553825996,2.5,Iris-virginica
+94,4.581773731538057,3.7132395048101023,1.0000003714576289,0.2,Iris-setosa
+95,5.835768181728466,4.4,1.5413295721923082,0.6922162672488713,Iris-setosa
+96,4.879428753313574,3.283943031592869,1.31540798752883,0.2,Iris-setosa
+97,6.199060271812406,2.397944985526692,4.4897808975655,1.4052855843688166,Iris-versicolor
+98,5.617889842682524,4.399816346165679,1.4845077029711182,0.37930223408696007,Iris-setosa
+99,4.651981039306451,3.106198864504291,1.4134240943533463,0.2,Iris-setosa
+100,6.402551735332478,2.591120462960866,5.023577428644242,1.8435342268474721,Iris-virginica
+101,5.898204582145196,2.646717197077794,4.164328375809965,1.2643215420743705,Iris-versicolor
+102,5.210138336621866,3.3188604263495947,1.6547660315980517,0.2,Iris-setosa
+103,5.422398371136266,2.954570722291643,4.4025552187607,1.4729915669829878,Iris-versicolor
+104,4.875961407128025,3.0816601650781554,1.5190183040975722,0.1,Iris-setosa
+105,6.5878253477458095,2.944987348182692,5.018850759594632,1.691626305748887,Iris-versicolor
+106,6.482679570522227,3.3701340597309764,5.609330540576045,2.3197007490612123,Iris-virginica
+107,4.557122966843609,3.719659731685624,1.0,0.2,Iris-setosa
+108,5.167829494699589,3.5159752529545596,1.453971869869266,0.2,Iris-setosa
+109,6.742443718636613,3.199171758556364,5.805646908688558,2.269635553763731,Iris-virginica
+110,6.3831320359776536,2.8502728859333217,4.22824922313248,1.288475548896725,Iris-versicolor
+111,5.883453089988563,2.9247080181397402,5.206761800780135,2.4643209360767986,Iris-virginica
+112,6.1703297108538875,2.5283335374748774,4.914992561111878,1.5222479931548292,Iris-versicolor
+113,6.005715785861616,3.4575469959385408,4.602470575739641,1.6678739123273405,Iris-versicolor
+114,5.659448591391809,2.4647968381452006,4.3352389560809055,0.9705987540997196,Iris-versicolor
+115,5.403917413709414,2.351358856713632,3.5060682237091507,0.9502005520089681,Iris-versicolor
+116,6.936187002428392,2.9288040488004707,5.657375891850991,2.096693041443053,Iris-virginica
+117,6.142923451224995,2.647114320713282,5.59258923754587,1.4269321801926715,Iris-virginica
+118,5.179597978500397,3.7062105125626084,2.1838815112765495,0.8670277111458627,Iris-setosa
+119,4.528290167029442,2.383721002672893,1.3776202563140583,0.2827292882632333,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/15/test.csv b/iris/tab_ddpm/0_1/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/15/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/15/train.csv b/iris/tab_ddpm/0_1/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/15/val.csv b/iris/tab_ddpm/0_1/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/15/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/16/synth.csv b/iris/tab_ddpm/0_1/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c007946996e24fc2d90e57ee6287bc8bf1642a4f
--- /dev/null
+++ b/iris/tab_ddpm/0_1/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.9100119989007975,3.08183163720576,1.3420083226534727,0.2,Iris-setosa
+1,5.7366457442139716,3.107076157206763,4.7212893402272655,1.7016011005085059,Iris-versicolor
+2,6.835275841378092,3.025556214260474,5.543641808694917,2.167286771287356,Iris-virginica
+3,6.388993292081946,3.1382094900195394,4.506323382901311,1.5290295952209143,Iris-versicolor
+4,7.7,2.2,6.7,2.5,Iris-virginica
+5,6.123390086196487,2.8928230738179845,5.1630715083150545,1.646993663631322,Iris-virginica
+6,6.58883172303668,3.1273724373571974,4.464742912039052,1.4359932169814449,Iris-versicolor
+7,4.928676250177757,3.164817751809808,1.4668799205079552,0.2,Iris-setosa
+8,4.970497689500446,3.55620270219275,1.379480874312263,0.5250565229995541,Iris-setosa
+9,5.189998731435875,3.4226559196385646,1.498542591532077,0.2,Iris-setosa
+10,7.7,2.2000020818442634,6.7,2.5,Iris-versicolor
+11,7.165761403668014,3.4351913036659494,6.037529351597435,2.5,Iris-virginica
+12,7.7,2.2005424925648414,6.7,2.4999989203926862,Iris-virginica
+13,5.464437166851589,3.0128271417848342,4.478331287238319,1.5086510572658562,Iris-versicolor
+14,5.0917083738751,2.391614707511981,3.1693505147765473,0.8815486596454869,Iris-versicolor
+15,4.615320816256946,3.5977089471457697,1.0,0.2,Iris-setosa
+16,5.376521991005124,2.938327352466629,4.186413975047531,1.4522925921666805,Iris-versicolor
+17,7.192144061538152,3.4217525744064266,6.187410770829633,2.5,Iris-virginica
+18,5.314464817159559,2.6237929695879907,4.057290544208999,1.306259293140048,Iris-versicolor
+19,4.4,3.147945879290251,1.3170706752381651,0.2,Iris-setosa
+20,5.730781733453009,2.4414318353047153,3.7704489406345045,1.1995997616080487,Iris-versicolor
+21,7.7,2.2,6.7,2.5,Iris-versicolor
+22,5.147115797581569,3.581869174165298,1.6941427790929688,0.47386015209884363,Iris-setosa
+23,5.7879487647019285,2.6289532516052505,5.085132635319389,1.9157191787035115,Iris-virginica
+24,5.398406420679547,3.6971377401073675,1.4966662591393654,0.2,Iris-setosa
+25,5.720336933763942,2.956021881571213,4.075889947916648,1.4364464952297789,Iris-versicolor
+26,4.4,3.2758472717057274,1.2588434132906918,0.2,Iris-setosa
+27,6.6840978144333745,3.073262475778549,4.368411606746513,1.385238545431834,Iris-versicolor
+28,5.085523436450067,3.291679687732113,1.4215543756213922,0.2,Iris-setosa
+29,7.114968337845178,3.3916106641955035,6.168435040674745,2.5,Iris-virginica
+30,5.91921292666145,2.8708848626024146,5.135799696804097,1.8642479027408896,Iris-virginica
+31,4.936946981580673,3.591725738675774,1.6275149148148063,0.20329292773643276,Iris-setosa
+32,4.4,3.005991969847434,1.351733148424605,0.2,Iris-setosa
+33,7.7,2.2,6.7,2.5,Iris-virginica
+34,6.149691116174278,2.9829867300003508,5.429705951942926,1.7220407200911672,Iris-virginica
+35,5.283684000954767,2.62027051373243,4.118979336454345,1.148810033617273,Iris-versicolor
+36,6.244874204857463,2.710207987920509,5.211501770242278,1.4581405685062676,Iris-virginica
+37,4.59958861006618,3.6015864860687525,1.0000013594812045,0.2,Iris-setosa
+38,4.80146590985811,3.3031164453434405,1.4006943391836253,0.2,Iris-setosa
+39,5.129738584010946,2.4945912935719825,3.917469186501549,1.2987084813201604,Iris-versicolor
+40,5.146001973595433,2.505629240516015,3.439866335236073,1.1249170363239345,Iris-versicolor
+41,6.119009859560226,2.9453545998154866,4.177363765667343,1.432220010138716,Iris-versicolor
+42,7.7,2.2,6.7,2.5,Iris-virginica
+43,6.087577667219181,3.0023011133480653,5.4251690599159605,2.175823943609703,Iris-virginica
+44,7.7,2.6189796066794737,6.7,2.1954255867609596,Iris-virginica
+45,5.976017449101569,3.265703081087202,4.759617976220116,1.717872937312385,Iris-versicolor
+46,7.7,2.2000172555807676,6.7,2.5,Iris-virginica
+47,4.871861071567406,3.5576879963476316,1.6049468677375363,0.2885895774007706,Iris-setosa
+48,5.403637580370289,2.4278748951589995,4.036748053705298,1.0928408797611298,Iris-versicolor
+49,5.226829960387432,3.419376862662926,2.2013489496757837,0.6242481936117547,Iris-setosa
+50,7.7,2.2,6.7,2.5,Iris-virginica
+51,6.001414656688917,2.2000005026889293,4.9717057604681925,1.4710683049364355,Iris-virginica
+52,4.911808546570037,3.270942299976532,1.4052531604975451,0.2,Iris-setosa
+53,6.003288789625531,2.709996911515853,4.992197607727457,1.8698309130469957,Iris-virginica
+54,4.900109013404135,3.3600298971961564,1.4058348200784097,0.2,Iris-setosa
+55,6.422700189197583,3.038026436283173,5.121148236624768,1.8609695001186122,Iris-versicolor
+56,5.134093093050625,3.370121533085308,1.4256653437827276,0.2,Iris-setosa
+57,5.925345170866821,3.4734824883448914,4.61704768776405,1.6138535072025566,Iris-versicolor
+58,6.013366484303965,2.2,4.985553195148531,1.507358675173507,Iris-virginica
+59,5.858100125865029,2.9374505369762427,5.037111085151029,1.7981996052155609,Iris-virginica
+60,6.210276443427937,2.752151145742814,5.0641590080365315,1.7729918885102873,Iris-virginica
+61,5.140028823640435,2.4406317384863057,3.1092444933585015,0.9376767260441432,Iris-versicolor
+62,5.922408008285019,2.90046154978956,5.028628104544506,1.8387808872736155,Iris-virginica
+63,5.771751091167496,2.621072227945845,5.078126323523913,1.9127424138013076,Iris-virginica
+64,5.936327447530973,3.01352892699387,5.085442092104793,1.8833972393993825,Iris-virginica
+65,4.587151568697653,3.584515453379274,1.000000758375006,0.2,Iris-setosa
+66,5.062699847813447,3.3853655351104566,1.3542707455266167,0.2,Iris-setosa
+67,6.1389986306249735,3.290178794003527,4.614416499100371,1.5725622726969533,Iris-versicolor
+68,6.283150535107133,2.8099845014576417,4.7542568136300565,1.716206340557026,Iris-virginica
+69,6.2246277898975775,2.8030907447838733,5.52912575194262,1.4673228092677812,Iris-virginica
+70,4.96288519783089,3.399805264709265,1.4746515002718668,0.2,Iris-setosa
+71,6.188140507764841,3.423070262130076,5.737173393223066,2.4358608863797135,Iris-virginica
+72,5.076675586084661,3.592115398917568,1.545454153196583,0.2,Iris-setosa
+73,5.369766227989849,2.4244408059847453,3.3136821797875884,1.0909264556206044,Iris-versicolor
+74,5.75020124014034,2.4394727393572944,4.1358210884532705,1.243149601800023,Iris-versicolor
+75,5.9753694201921395,4.4,1.6180978248914255,1.2585560441520787,Iris-setosa
+76,6.26648332828868,3.0505787355107605,5.380010307611911,2.4942204120193114,Iris-virginica
+77,5.428443622978383,3.587663729610709,1.5322963787655892,0.2,Iris-setosa
+78,6.091081885016574,3.040584741824039,5.355324517225152,2.4577701282298703,Iris-virginica
+79,5.821446988907161,2.705206032282691,5.038873574546972,1.8509991096146674,Iris-virginica
+80,5.006131756711339,2.495827957370567,2.994676421810933,1.1073169030939969,Iris-versicolor
+81,6.558404062595773,3.0966371674951425,4.406473879431187,1.4661264471480533,Iris-versicolor
+82,7.699256326977165,2.901955266249883,6.6986048362299515,1.9478080017141761,Iris-virginica
+83,5.0143028460319865,3.333957839312636,1.3524278168949218,0.2,Iris-setosa
+84,4.602238297682963,3.7379643327337657,1.0,0.2,Iris-setosa
+85,6.057784217151764,2.9864785194312105,4.528505974105603,1.3773013498831652,Iris-versicolor
+86,5.1422682956094805,3.7486228926516687,1.6056285475139394,0.2,Iris-setosa
+87,5.368516767783069,3.800809790518386,1.4747940807775426,0.2895456935666556,Iris-setosa
+88,5.9213343720601435,2.9719505537147786,5.195491017360308,1.8317195560518524,Iris-virginica
+89,4.681886710484234,3.5476938019294737,1.0000010096332843,0.2,Iris-setosa
+90,6.695225696793699,3.1387486517160688,4.373666368513666,1.3783519993376518,Iris-versicolor
+91,4.6979114967828,3.2753409484220777,1.3935557628361592,0.2,Iris-setosa
+92,6.003353939408569,4.4,1.833059878631593,1.1619555082209607,Iris-setosa
+93,5.505993316176145,2.987100315583865,4.363011372340905,1.3922556887674553,Iris-versicolor
+94,7.006647974306331,3.052094584838157,5.686518435178759,2.219148776137755,Iris-virginica
+95,5.923353029276397,3.4048975875255767,4.691067904760747,1.779064125897511,Iris-versicolor
+96,7.7,2.2,6.7,2.5,Iris-virginica
+97,5.498370796299504,2.73890405587715,4.2160762516670065,1.3884213869811683,Iris-versicolor
+98,4.999560209273648,3.1360464538001755,1.3935805311287752,0.2,Iris-setosa
+99,4.968597378326851,3.356084359830201,1.4077633745658222,0.2,Iris-setosa
+100,5.800531831823174,2.648913733320724,5.065341552009258,1.9104237347635047,Iris-virginica
+101,5.937605138136661,4.4,1.5282829618077973,1.0529652893882049,Iris-setosa
+102,4.893053261317203,3.057963259211655,1.5182210169416368,0.1,Iris-setosa
+103,5.240713437047696,3.360856674971277,1.6682535140588284,0.2,Iris-setosa
+104,5.384107595275295,3.541741731067093,1.529092110150788,0.2,Iris-setosa
+105,6.531946048712856,3.068722487781223,4.851275457963137,1.6236961878721434,Iris-versicolor
+106,5.687292914605782,2.907860659879653,4.519720223659514,1.3041240406769092,Iris-versicolor
+107,5.709616906450036,3.0776885378528225,4.4470042086267,1.495928638425893,Iris-versicolor
+108,6.609454525566824,3.032383837001441,4.320563619282256,1.3801126442372753,Iris-versicolor
+109,4.637617209930038,3.597817588278478,1.0000008401577976,0.2,Iris-setosa
+110,6.156544269425319,2.8699607247419916,5.556382826558819,1.6877970077808393,Iris-virginica
+111,5.274230477018365,2.824589265722631,4.264898771925909,1.4011801915906297,Iris-versicolor
+112,5.723361392253248,2.6323669025122065,5.085800131764038,1.9347561403256597,Iris-virginica
+113,7.7,2.2,6.7,2.5,Iris-virginica
+114,4.4,2.9164648362418757,1.4020062027143698,0.2,Iris-setosa
+115,5.221612003806094,3.6146829453566025,1.6442336839168343,0.3683852791845056,Iris-setosa
+116,4.762979193872095,3.435960228476097,1.4500401962244112,0.2,Iris-setosa
+117,6.7978880043059435,3.287641189463414,5.779566914644713,2.374134133750669,Iris-virginica
+118,5.239538395484208,2.907445045866113,4.102033008010844,1.4584643290243315,Iris-versicolor
+119,6.529611636719277,3.144184365142787,4.452653229139154,1.5008712532475776,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/16/test.csv b/iris/tab_ddpm/0_1/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/16/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/16/train.csv b/iris/tab_ddpm/0_1/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/16/val.csv b/iris/tab_ddpm/0_1/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/16/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/17/synth.csv b/iris/tab_ddpm/0_1/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2b78404698a06838e176f34d8d9677e2c50b58d
--- /dev/null
+++ b/iris/tab_ddpm/0_1/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.030206819695648,2.4928602829531057,3.182117354353176,1.1761713489466974,Iris-versicolor
+1,6.317153735077056,3.104000742016246,4.5634564446651025,1.43360573130035,Iris-versicolor
+2,5.246799311423751,3.6358826788029,1.6606903746195374,0.3285116064564227,Iris-setosa
+3,5.257149449127154,3.5288860379537303,1.483701521079275,0.2,Iris-setosa
+4,6.604617762853173,3.0644759347559702,5.563967722980295,1.9010440666788984,Iris-virginica
+5,4.61525312550433,3.5792354746545474,1.0000028416239684,0.2,Iris-setosa
+6,5.181216274027876,2.474929455135972,2.904848885696074,1.0246777172152388,Iris-versicolor
+7,5.861043860991804,2.8787760054448825,5.234782684300247,1.8543339106262238,Iris-virginica
+8,5.113578605532149,3.5912057690975323,1.6628447943039657,0.5151545182642422,Iris-setosa
+9,6.161640611018532,2.7463476756921232,5.582628465364727,1.51891101167499,Iris-virginica
+10,6.1698519303769475,2.6493883905301887,5.471114978962522,1.4353199719544492,Iris-virginica
+11,6.332658952314813,2.8631189594920943,5.600373340500863,1.6678213475324504,Iris-virginica
+12,6.501787373358915,3.179016511259215,4.545410801095148,1.4847383416521251,Iris-versicolor
+13,6.102694339142295,2.954893608436879,5.161434983763683,1.5838275724836808,Iris-virginica
+14,6.313169467582099,2.9604309140771496,5.471485521025123,1.7210903902790182,Iris-virginica
+15,4.855881252316067,3.260408409238794,1.4017804123693738,0.2,Iris-setosa
+16,6.119937304918026,2.674196184404983,5.003445974734025,1.8399243277585564,Iris-virginica
+17,7.7,2.2031685554888156,6.7,2.4999450257748346,Iris-virginica
+18,5.679068162557585,4.399997963685076,1.518990629222251,0.3916558705473834,Iris-setosa
+19,5.272112711111363,2.7795053214592302,4.050635401439142,1.4325851141413324,Iris-versicolor
+20,6.223661242932343,2.993689184565476,4.933663815550778,1.7878257263114112,Iris-virginica
+21,6.586385195085743,3.2998938474378328,5.586388964363179,2.499981665693083,Iris-virginica
+22,5.153385876069514,3.6280791373482586,1.6182739210251083,0.5913017511939977,Iris-setosa
+23,4.604884851183548,3.618141252522693,1.0000011592256421,0.2,Iris-setosa
+24,5.598418401904522,4.36991773195641,1.3950414186351452,0.2,Iris-setosa
+25,5.791850202509743,2.7391071670826665,5.091534737993453,1.894871559434113,Iris-virginica
+26,4.550225440166836,3.5848794041679457,1.0,0.2,Iris-setosa
+27,5.279514048596362,3.533758278029565,1.5793348770405375,0.2,Iris-setosa
+28,5.929978810069689,3.3091689380998957,4.438832124509764,1.519922197863795,Iris-versicolor
+29,6.152747998381104,2.880674620537926,4.500269765335455,1.3857153987541653,Iris-versicolor
+30,5.37123056633359,3.8810511516872217,1.5217091927815602,0.31291866754027103,Iris-setosa
+31,5.937635839653225,3.014367974481751,4.988475677702165,1.672694177770155,Iris-versicolor
+32,5.252933719995372,3.529764279298545,1.4515384022929152,0.2,Iris-setosa
+33,5.851691886203439,3.0310121337297162,4.251961025704639,1.5261496480990024,Iris-versicolor
+34,5.058713153497042,3.482585359445826,1.4126920937488057,0.2,Iris-setosa
+35,5.609697834367078,3.080363505729921,4.594040243868033,1.511095050924475,Iris-versicolor
+36,5.501090764785397,4.184323053817193,1.3632738463036445,0.2,Iris-setosa
+37,6.709231965731422,3.121588298872253,4.413105510762057,1.435071383900233,Iris-versicolor
+38,5.7109461996337005,4.399990743594705,1.4601468308749115,0.2947803440239257,Iris-setosa
+39,5.89954623230364,3.0454578520157387,4.7713711683230855,1.520561025869263,Iris-versicolor
+40,7.055187404821279,3.082857969059162,5.724183506689751,2.1727306512321145,Iris-virginica
+41,5.131458419083834,3.3538104356969054,1.5832966482255335,0.2,Iris-setosa
+42,7.7,2.5879624328854183,6.7,2.3702083375101184,Iris-virginica
+43,5.203111975907646,3.5754981538678954,1.496756364132571,0.2,Iris-setosa
+44,5.9324167365656155,4.4,1.5509920338954624,1.3169396132843056,Iris-setosa
+45,6.998904892833656,2.91585646392422,6.1410763669597515,1.751844087241892,Iris-virginica
+46,4.400000468325897,3.235416127731572,1.2526868019621913,0.2,Iris-setosa
+47,5.060875540605521,3.537745779513657,1.4861323184212836,0.2,Iris-setosa
+48,5.092412060723044,3.5370568160550464,1.4202722788867388,0.2,Iris-setosa
+49,4.586544003788602,3.6083040014494503,1.0,0.2,Iris-setosa
+50,6.432872165594372,3.10785772701738,4.5574702130393465,1.5334302672101898,Iris-versicolor
+51,5.9738028041342925,2.2,4.958177701841094,1.5206703695628256,Iris-virginica
+52,5.008147457381931,2.461169027322325,3.0487393450324864,1.0282196786917308,Iris-versicolor
+53,5.872955464962093,2.3965240182503247,4.013199793850431,0.8658656424854609,Iris-versicolor
+54,5.614888385924376,4.399961498928206,1.524213666579846,0.3364770159484572,Iris-setosa
+55,5.8571746819754855,2.998582800496912,4.51988150724619,1.4907896554263265,Iris-versicolor
+56,4.62597020025304,3.5942521330430837,1.0,0.2,Iris-setosa
+57,5.525815673252702,4.231443147732467,1.408621706801805,0.2,Iris-setosa
+58,5.52359769172472,2.9910631304965873,4.344321868090766,1.4128053057725927,Iris-versicolor
+59,5.142572068094878,3.440557611313854,1.656767149393004,0.3727667907329463,Iris-setosa
+60,6.474311813735581,3.2152677413457997,4.5061515659429325,1.5479743629871805,Iris-versicolor
+61,6.317533551306044,2.983477211522941,4.3273200761323505,1.3521666007741897,Iris-versicolor
+62,4.553861016694366,3.736706714195767,1.0,0.2,Iris-setosa
+63,6.366237782897401,3.0608882875804353,4.590122363167088,1.4956600606563948,Iris-versicolor
+64,4.742278814321179,3.1049038700464,1.450154148771886,0.3162910909517652,Iris-setosa
+65,5.472345614542104,3.4254829945259426,1.7571401840543668,0.2,Iris-setosa
+66,6.003007112943999,2.3203876829686654,4.161913823994399,1.2907140083608628,Iris-versicolor
+67,4.699534634545548,3.587937891287175,1.0000165505653067,0.2,Iris-setosa
+68,6.785801807141192,3.2118041107720385,5.550750406073776,2.1951536203273583,Iris-virginica
+69,4.98064068733687,3.5558740235112962,1.3488668076855432,0.5021747819401707,Iris-setosa
+70,7.306516783073079,3.5357514185553436,6.222224785420737,2.5,Iris-virginica
+71,5.384180914883827,3.8893549892881443,1.4718239914597686,0.23152951966225246,Iris-setosa
+72,6.54029907861334,3.2247430019796828,5.777692348099665,2.0698029381739715,Iris-virginica
+73,5.6937614223672215,3.115771602917946,4.487944197483336,1.4897309485410735,Iris-versicolor
+74,6.3446611424425665,2.284752797140019,4.430192086848122,1.3075352706551615,Iris-versicolor
+75,5.518451354015136,2.481131132792004,4.1167048517348475,0.8904461262131328,Iris-versicolor
+76,5.066538708137305,3.207548029592248,1.3832597054903433,0.2,Iris-setosa
+77,4.932785224938738,2.9848332679341083,1.3645072950574184,0.2,Iris-setosa
+78,6.133240669594669,2.6971613441055293,5.506869707536758,1.417715065435582,Iris-virginica
+79,5.4726216144081254,2.9133166293492203,4.130738590438253,1.4283471135368233,Iris-versicolor
+80,6.4777684710562395,2.909941013659606,5.558076990211939,1.6896118875929163,Iris-virginica
+81,5.3439836467719335,2.963583090401599,4.391180911838324,1.4770292401399576,Iris-versicolor
+82,6.157085710289293,2.5532166583920866,4.953691978857878,1.8751723757221364,Iris-virginica
+83,5.165339541034219,3.578985688295178,1.2873157842894938,0.34699247611772366,Iris-setosa
+84,5.075972027060377,3.3296625817566987,1.4424591740728125,0.2,Iris-setosa
+85,5.691178690900598,2.5517376028372905,5.0920720748894395,1.9660994006417087,Iris-virginica
+86,5.364358666737501,2.9062261348311655,4.168895580856439,1.4704244296048248,Iris-versicolor
+87,6.172253408553643,2.95902199875681,5.092274078377561,1.7001231416917462,Iris-versicolor
+88,6.527415935544699,2.878345085715144,5.737827227420748,1.6856511702468566,Iris-virginica
+89,7.699627584653076,2.83537192562358,6.699434638303666,1.9614413332251346,Iris-virginica
+90,4.642148191913254,3.2401352425723338,1.4063585953874758,0.2,Iris-setosa
+91,4.852257061015286,3.4326424360695595,1.4190814995778744,0.2,Iris-setosa
+92,5.679981199589414,2.8522256613296055,4.191074601463977,1.3083392997065804,Iris-versicolor
+93,6.30800559103273,2.7120679858850343,5.0105965396468575,1.8235245598037515,Iris-virginica
+94,5.299331773780722,3.4893069831901684,1.6500189086271129,0.2,Iris-setosa
+95,5.106321086909102,3.6117275150371544,1.4686837572718292,0.2,Iris-setosa
+96,6.465950446617163,2.7762860885909584,5.223422564360248,1.658956336567305,Iris-virginica
+97,6.3218985726704755,2.9212716412500703,4.317463981092978,1.2945034602463423,Iris-versicolor
+98,4.4,2.735763923317133,1.414818071239571,0.2,Iris-setosa
+99,7.7,2.2,6.7,2.5,Iris-virginica
+100,7.7,2.2,6.7,2.5,Iris-virginica
+101,6.223316908028431,2.6360749134013153,5.556300973580891,1.408134071759576,Iris-virginica
+102,5.628025637627976,4.399943246685609,1.4774347577094844,0.3828877147461993,Iris-setosa
+103,7.459196963921095,2.877739303455397,6.469065586341446,1.8010271736350811,Iris-virginica
+104,6.411029428960113,2.939703415391279,5.175352008609423,1.8756962053986996,Iris-virginica
+105,6.324993517115586,3.1582833722012906,5.367767310103953,2.499538162490796,Iris-virginica
+106,5.45900264725432,2.9629034363644573,4.5393409854220605,1.5532566988725272,Iris-versicolor
+107,7.7,2.2,6.7,2.5,Iris-virginica
+108,5.366607848471495,2.8314874069995786,4.2869188517937165,1.366223777589221,Iris-versicolor
+109,4.943047851078123,2.402539260663089,3.3909821728212894,1.158649935704413,Iris-versicolor
+110,7.7,2.200029073654279,6.7,2.499999230706652,Iris-virginica
+111,4.655587919508105,3.422110131825886,1.422797245192234,0.2,Iris-setosa
+112,6.687618422809751,3.2772974118552063,5.679524502136251,2.2102483877545676,Iris-virginica
+113,5.389648038290572,2.9867422170350646,4.419442167685923,1.4872635618912329,Iris-versicolor
+114,4.911296424840959,3.091675333216012,1.520558406383038,0.10000009951022355,Iris-setosa
+115,5.236814727973346,3.575914812724935,1.5802762043064928,0.31033885314192994,Iris-setosa
+116,5.770559746889943,2.7059828873481857,5.0937387755130255,1.865809600690243,Iris-virginica
+117,4.929203208148849,3.1077002065747097,1.4983861038458544,0.1,Iris-setosa
+118,7.291050123556784,3.397568692755712,6.2176297477366385,2.5,Iris-virginica
+119,6.098148847569535,3.2243401716692377,4.497170088200821,1.497833124903643,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/17/test.csv b/iris/tab_ddpm/0_1/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/17/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/17/train.csv b/iris/tab_ddpm/0_1/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/17/val.csv b/iris/tab_ddpm/0_1/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/17/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/18/synth.csv b/iris/tab_ddpm/0_1/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a6772db56aed3b9708d4c9afc1c3029a40c25b5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.752233230456886,6.699997715091242,1.9929410163539807,Iris-virginica
+1,4.933805901348408,3.356402255901323,1.4246246766330075,0.2,Iris-setosa
+2,5.268509946938311,2.745117709305638,4.165450918051838,1.3412561104223963,Iris-versicolor
+3,6.789367603285587,3.1018084852407024,4.396944546000365,1.371185652531881,Iris-versicolor
+4,4.5753129498242755,3.610500147333307,1.0,0.2,Iris-setosa
+5,5.088508235248119,3.3226875462699974,1.2647629002069318,0.2,Iris-setosa
+6,5.444093014482944,4.170216790232055,1.4016066066632404,0.2,Iris-setosa
+7,4.590359986309626,3.6132290103976525,1.0,0.2,Iris-setosa
+8,4.994395786553306,3.3559387630628916,1.4097817850880474,0.2,Iris-setosa
+9,6.46304607533532,3.0852186380729014,5.511687058554666,1.8019814848501163,Iris-virginica
+10,7.064971177882943,3.205577352043532,5.715676460185591,2.3203748628570096,Iris-virginica
+11,5.2853589402865575,3.580502803262656,1.4866050693872521,0.2,Iris-setosa
+12,7.699997264982613,2.807919356212778,6.6999958399658714,1.9833098835944933,Iris-virginica
+13,5.50662972992498,2.969144645754598,4.2103231336565985,1.3294626568179648,Iris-versicolor
+14,6.1963279829996445,2.3130297237428015,4.402758058332638,1.3311648725306016,Iris-versicolor
+15,5.940235623046829,2.9446066910370443,5.271486270411651,1.8993545301899948,Iris-virginica
+16,7.7,2.2,6.7,2.5,Iris-virginica
+17,6.302050890163713,2.958761234430687,4.6075648334612,1.512065377050932,Iris-versicolor
+18,6.5851164671599856,3.3438445528640086,5.606830569680799,2.283281705427745,Iris-virginica
+19,7.120002283628324,2.9657150768200653,5.65582897459218,2.2084766170703163,Iris-virginica
+20,6.082853426404158,2.2,4.961421743611965,1.4902721090354976,Iris-virginica
+21,6.61631741931958,3.35024414516842,5.604017801711932,2.2539217710946824,Iris-virginica
+22,7.7,2.2,6.7,2.5,Iris-virginica
+23,5.36369234035043,3.9245111639387567,1.3516477608668918,0.3694231370211638,Iris-setosa
+24,4.948410270266666,3.2098570586668678,1.2949903724094107,0.2,Iris-setosa
+25,6.6074853757894525,3.0195834866778615,4.388943378741242,1.3824192601500926,Iris-versicolor
+26,5.1370961135707685,3.411587308529455,1.43869532936507,0.2,Iris-setosa
+27,5.131146753049454,3.5607529595356797,1.5141791914442533,0.2,Iris-setosa
+28,7.0204573643351855,3.4096489435449344,6.073003884951586,2.5,Iris-virginica
+29,7.7,2.2,6.7,2.5,Iris-virginica
+30,7.7,2.2,6.7,2.5,Iris-virginica
+31,6.618098590647175,3.3079265103880116,5.75153712618222,2.4999990088359305,Iris-virginica
+32,5.162335938259044,3.907993363332721,1.8415035751402273,0.3115570835598472,Iris-setosa
+33,6.362561627308857,2.479863764352783,4.960705902151138,1.5265875165422975,Iris-versicolor
+34,5.73540119136142,3.117948857767912,4.279092264368995,1.4649419344167187,Iris-versicolor
+35,5.165262539996546,2.5324069321229072,4.06311661035097,1.0379545281046232,Iris-versicolor
+36,6.460348585021365,3.2440641468423634,5.437693356503364,1.99904010855254,Iris-virginica
+37,6.69710333613906,3.080812475734835,4.726003594448886,1.5118799943270465,Iris-versicolor
+38,4.901939369065311,3.430121090878015,1.5952453347640845,0.23394525808726274,Iris-setosa
+39,5.1399872890523355,2.6454332507546097,3.7780483487762258,1.3333037562986312,Iris-versicolor
+40,4.920156520583508,3.4388300093047093,1.592506529217358,0.2,Iris-setosa
+41,5.917253587373832,2.8218505651741097,5.159421148947241,1.8628389106722472,Iris-virginica
+42,7.7,2.2,6.7,2.5,Iris-virginica
+43,5.048212470792463,3.3762137375097314,1.3759681995733044,0.2,Iris-setosa
+44,6.310166611515356,2.9740103595242604,5.534204694096257,1.7686699551357608,Iris-virginica
+45,5.071694356693953,3.6980575081996125,1.691914190118552,0.35342014628138163,Iris-setosa
+46,5.624016333795371,2.8609670761352803,4.234310439377859,1.0878752721222646,Iris-versicolor
+47,4.860213912853812,3.085193212320887,1.4893080408203725,0.1,Iris-setosa
+48,4.782733572374632,3.257349249126267,1.4238742467718966,0.2,Iris-setosa
+49,6.5549596832996055,3.0677879148692386,4.495916502338599,1.429931419292584,Iris-versicolor
+50,5.769499598473394,2.382182572456426,4.099013457238556,0.980405795955085,Iris-versicolor
+51,4.960827610144121,3.146426850979096,1.4477753930306982,0.2,Iris-setosa
+52,5.187009526916663,3.74347341883772,2.318227212175053,0.38349396306737427,Iris-setosa
+53,4.672988836839631,3.5818308477705245,1.0000008250729806,0.2,Iris-setosa
+54,5.116908001758259,2.4598232902968467,3.265043643903302,1.1018033342338895,Iris-versicolor
+55,5.247984013987999,2.816682751719066,4.0205363879706315,1.4215727586397011,Iris-versicolor
+56,6.646494929808548,2.950339116015752,4.5186166439344175,1.463395585763007,Iris-versicolor
+57,6.289124361029299,2.9775507662190734,4.217400752013691,1.3682394321180675,Iris-versicolor
+58,4.580499119787282,3.712977177665716,1.0,0.2,Iris-setosa
+59,5.112862706820514,3.857395410167162,1.4908571217955373,0.2078777557523118,Iris-setosa
+60,6.711510082981966,3.100440348957279,4.73531945926702,1.5041670988459157,Iris-versicolor
+61,5.995154642425045,3.0583285830199314,4.671299838170441,1.4948995880171219,Iris-versicolor
+62,5.426464242095003,3.61839655774489,1.4724796105237346,0.2,Iris-setosa
+63,7.676043012365348,2.900427867980895,6.668911333719296,1.9065876246320508,Iris-virginica
+64,5.066514158270236,3.2721430991977067,1.4104353820384807,0.2,Iris-setosa
+65,4.400000675884116,2.7583225179930837,1.4092471326070966,0.2,Iris-setosa
+66,4.4,2.9394521004454397,1.371199870087469,0.2,Iris-setosa
+67,6.572785002754473,3.001736585714165,4.528181453144311,1.472499070378654,Iris-versicolor
+68,7.1878293201046,3.3436628366085204,6.150024622347422,2.5,Iris-virginica
+69,5.220995241862726,3.815797840423051,1.4334832636301007,0.35126529459703476,Iris-setosa
+70,7.7,2.2609453098493746,6.7,2.494361074569368,Iris-virginica
+71,6.680789514589295,2.9528207132749076,5.026457950615548,1.72760543975492,Iris-versicolor
+72,6.218646203186256,2.7098422256582095,5.4263361438327875,1.7223379200990443,Iris-virginica
+73,6.585670433109058,3.0294539463664547,4.464802025449917,1.394242649120589,Iris-versicolor
+74,5.700924454126532,2.5774798347855215,5.024253012065826,1.9961494530215302,Iris-virginica
+75,6.176729219052606,2.63926767351665,5.272588536605506,1.8108797409842041,Iris-virginica
+76,6.928863699241286,3.1729118197157216,5.584669107666561,2.1901357062298183,Iris-virginica
+77,7.491633534591755,2.889209833871164,6.471205168879944,1.8290785217518577,Iris-virginica
+78,5.075916860681461,3.428635498560856,1.2274890720043121,0.23583313524389304,Iris-setosa
+79,5.851240398631302,2.783515420610218,5.033793680022254,1.835032586428636,Iris-virginica
+80,6.230532747532576,2.349626482635698,4.460774000922577,1.2770129256156948,Iris-versicolor
+81,4.400001130544901,3.120893685753747,1.2491259161662367,0.2,Iris-setosa
+82,5.90028745023112,2.9106674295476354,4.96114964470085,1.8515752470554838,Iris-virginica
+83,5.6920386188123775,2.5917466036224424,5.1428842444176635,2.0828793393701672,Iris-virginica
+84,5.072605603073012,2.507789754981091,3.6716616099493953,1.137193234574023,Iris-versicolor
+85,4.644395960422165,3.2800307788845697,1.429754769887699,0.2,Iris-setosa
+86,5.093211772582926,3.5907729391227163,1.2717394805507232,0.2,Iris-setosa
+87,6.983924142725635,3.424852133898481,6.050780064644144,2.5,Iris-virginica
+88,6.367252674289964,3.0258000260354443,5.459259845846268,1.7606996025268968,Iris-virginica
+89,4.838610486965435,3.105777781134644,1.4910381504504093,0.10087627594583218,Iris-setosa
+90,5.45417820231777,2.5251925547851912,4.106178001676372,1.2303337431528478,Iris-versicolor
+91,5.133729170705064,3.398313949759241,1.350443899964863,0.2,Iris-setosa
+92,5.156508504916927,3.4802528058778592,1.4236197649618225,0.2,Iris-setosa
+93,4.4000014644723295,2.9544475652023032,1.3825138125471383,0.2,Iris-setosa
+94,5.118612956016934,3.559931288426448,1.4034453031420315,0.33877811734496643,Iris-setosa
+95,5.092965736220636,2.4841526279024437,3.2014388575587494,1.0336515385251044,Iris-versicolor
+96,6.3700400525546765,2.9099236393876398,4.264445274637509,1.2700962467432764,Iris-versicolor
+97,4.6207349510575515,3.548249819828725,1.0,0.2,Iris-setosa
+98,5.347444840150462,2.787215548973312,4.069490754761548,1.2910905607054666,Iris-versicolor
+99,4.461995096001249,2.2658660725520114,1.284142177296308,0.2588500493287865,Iris-setosa
+100,4.833848874278512,3.421614549408285,1.4484882426046792,0.2,Iris-setosa
+101,4.948713075191641,2.4366850201193535,2.6031155423908396,1.0022865342828862,Iris-versicolor
+102,7.138077365585918,3.458816318302716,5.953241565216654,2.5,Iris-virginica
+103,6.058741905403985,2.9232067716877714,5.405122626810221,1.8385422306512504,Iris-virginica
+104,7.7,2.200015748528743,6.7,2.5,Iris-virginica
+105,5.55556407002804,2.563419380768527,4.274888657043941,1.1034891493823786,Iris-versicolor
+106,5.136027702510169,3.5694317650041554,1.428098665806301,0.2,Iris-setosa
+107,5.900559482286317,2.867698945475877,5.090398022559339,1.885750267073607,Iris-virginica
+108,5.270845062847585,3.794916617113804,1.4358286094385622,0.3849632864275905,Iris-setosa
+109,7.047345058578227,3.128464749188838,5.766298244658152,2.2725253530470537,Iris-virginica
+110,4.400000535073103,2.8484588887957694,1.4050547609670068,0.2,Iris-setosa
+111,5.826924545697825,2.6696676513029893,5.142962107725179,1.8875519626056287,Iris-virginica
+112,5.1684068858608185,3.252809377254057,1.4430846168550993,0.2,Iris-setosa
+113,5.915015222244483,3.0008367255281905,4.914295181842777,1.8187823316441025,Iris-virginica
+114,6.22761331686549,2.7170834870922307,5.183071746615689,1.4710829219571695,Iris-virginica
+115,7.7,2.2,6.7,2.5,Iris-virginica
+116,5.685637642105464,2.574234581616875,4.326444053156502,1.1962510925671117,Iris-versicolor
+117,4.640017814288023,3.3841332338123546,1.4191183718378921,0.31715292749631246,Iris-setosa
+118,5.723676301134702,2.572728678234932,5.086731193372135,1.9497088386266301,Iris-virginica
+119,5.0762298189061035,3.395654099700582,1.4070255465261141,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/18/test.csv b/iris/tab_ddpm/0_1/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/18/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/18/train.csv b/iris/tab_ddpm/0_1/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/18/val.csv b/iris/tab_ddpm/0_1/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/18/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/19/synth.csv b/iris/tab_ddpm/0_1/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f35f910f20eb0d7b1f1f8e4e5955ecc040099f1d
--- /dev/null
+++ b/iris/tab_ddpm/0_1/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.2,6.7,2.5,Iris-virginica
+1,4.570695153704413,3.7011192126940675,1.0,0.2,Iris-setosa
+2,6.172880299688447,2.5631340045714976,5.598457259651988,1.3531093111738763,Iris-virginica
+3,5.939284732128625,2.9754611767152004,5.188223055051297,1.7747214475941337,Iris-virginica
+4,7.7,2.2,6.7,2.5,Iris-virginica
+5,6.289341530376918,2.793331676501444,5.1081862234568565,1.6645679381984595,Iris-virginica
+6,4.985322932705722,3.342643576907822,1.4405853152358066,0.2,Iris-setosa
+7,6.25918086283556,2.8215127034844247,5.497085807227944,1.5750415917879064,Iris-virginica
+8,6.635527771222485,3.0169170440584563,4.471655788336444,1.4070162022096977,Iris-versicolor
+9,7.7,2.2,6.7,2.5,Iris-virginica
+10,4.912381802210799,3.0874697052665647,1.551604215172654,0.10000010486343255,Iris-setosa
+11,6.0818864912825275,3.336335721970788,4.308105549204895,1.5289588406422252,Iris-versicolor
+12,4.610653069870809,3.5687651171282253,1.0,0.2,Iris-setosa
+13,7.7,2.2000011888129736,6.7,2.5,Iris-versicolor
+14,7.324265541524095,3.41711183531989,6.403707442617705,2.5,Iris-virginica
+15,5.1984172492716425,3.6020523364075565,1.366907529222363,0.25390115073671443,Iris-setosa
+16,6.274150591359626,3.058787832391739,4.5207221068951435,1.4561463669223895,Iris-versicolor
+17,7.7,2.2,6.7,2.5,Iris-virginica
+18,6.614876710579967,3.0167850211599463,4.43751798814291,1.3881445958157386,Iris-versicolor
+19,6.658752095508347,3.257543264041242,5.628120650261446,2.4999988025151447,Iris-virginica
+20,5.725977545545517,2.6417455532551366,5.076592477126399,1.9335723241189933,Iris-virginica
+21,6.029426625693709,2.6566707283468647,5.566810424529242,1.462122602879336,Iris-virginica
+22,5.679227977345461,4.399991808976789,1.5162743470335744,0.3683343669486763,Iris-setosa
+23,4.982111028170565,3.368072159827094,1.4244687767883075,0.2,Iris-setosa
+24,7.7,2.7573733574184653,6.7,2.0006469624719383,Iris-virginica
+25,6.05373305214428,2.2,4.907632482820969,1.5062094471642216,Iris-virginica
+26,7.039751044775448,3.405341555283645,5.954611904577347,2.5,Iris-virginica
+27,4.400000711674708,3.1853156645394116,1.3240559784497599,0.2,Iris-setosa
+28,5.488265445674618,2.6477147723518355,4.116540819790009,1.2662105109735113,Iris-versicolor
+29,6.763404130517881,3.3630312877828548,5.789750057232329,2.5,Iris-virginica
+30,6.147409754651109,3.092774766224534,5.291999372343223,1.8703856305594393,Iris-virginica
+31,7.154765300629054,2.9416050575554133,6.218004818901184,1.8269403062143783,Iris-virginica
+32,6.300820036970768,2.535071848698514,4.949329252818527,1.8771533699473875,Iris-virginica
+33,5.006844861243314,3.530232017521013,1.318695594408402,0.2,Iris-setosa
+34,7.7,2.2,6.7,2.5,Iris-virginica
+35,5.034423597707798,2.4542089591464835,2.700330301408985,1.0247444685566158,Iris-versicolor
+36,6.838243716664806,3.0517246796123296,5.596863192774956,2.150995011410078,Iris-virginica
+37,5.063778629288637,3.5178574677039145,1.2643847810009166,0.2790487321997827,Iris-setosa
+38,6.027465669807948,2.9103515263893907,5.114794069450374,1.8064674284734208,Iris-virginica
+39,4.590899988269514,3.596122517882494,1.0,0.2,Iris-setosa
+40,5.513147247123875,2.6992753832820213,4.774363228967022,1.4632482448350583,Iris-versicolor
+41,6.063575187964563,3.066518715070267,5.494176156106125,2.365698973625029,Iris-virginica
+42,5.082568737494098,3.513513336262625,1.351273562602344,0.31781542793010964,Iris-setosa
+43,5.192115541148597,3.7397713026632733,1.4030686590014332,0.34765601867062706,Iris-setosa
+44,5.986579317678651,3.240026575333856,4.626291371428112,1.642216518085989,Iris-versicolor
+45,4.910326268805916,3.1049432287668868,1.5426412934209286,0.1,Iris-setosa
+46,5.10249605122464,3.3457970769113716,1.6635098143444937,0.3396030174371114,Iris-setosa
+47,5.23279033684044,3.45846775764877,1.4114944201689665,0.2,Iris-setosa
+48,4.769624668041239,3.2665147788447393,1.4105119583768384,0.2,Iris-setosa
+49,5.181746237862401,3.3781881166041217,1.359134415445412,0.2,Iris-setosa
+50,5.89437839086556,2.578466819784518,4.995778721866615,2.1161083359887285,Iris-virginica
+51,7.7,2.2,6.7,2.5,Iris-virginica
+52,5.253859353898801,3.4429910547638065,1.511405261649167,0.2,Iris-setosa
+53,5.620130778981837,3.003266308792163,4.540687446418626,1.4917126020529847,Iris-versicolor
+54,6.63905334960956,2.949087683727595,5.071171929922842,1.707633985568343,Iris-versicolor
+55,6.293253398367709,2.5998026199154114,5.055262583405404,1.8358311535357739,Iris-virginica
+56,4.579454108775151,3.1664957706322916,1.3906841898004934,0.2,Iris-setosa
+57,5.894903106311381,3.025539603223703,4.620760450227281,1.5007802017655207,Iris-versicolor
+58,5.505264886415322,2.65387081418345,4.381230726720495,1.3537561645299256,Iris-versicolor
+59,5.869292722196016,4.4,1.6131453156967392,0.8925294602235547,Iris-setosa
+60,6.474614987458111,2.930126932980659,4.29098145341391,1.2995766387903662,Iris-versicolor
+61,7.7,2.2,6.7,2.5,Iris-virginica
+62,6.146258833542214,3.3787126366211844,4.571361257123924,1.604045992353004,Iris-versicolor
+63,4.582869636341656,3.579323480859644,1.0,0.2,Iris-setosa
+64,6.540851033744009,2.7286764862517883,5.3448471316699155,1.9148202523871622,Iris-virginica
+65,7.7,2.2,6.7,2.5,Iris-virginica
+66,4.55324798619157,3.5880803906689294,1.0,0.2,Iris-setosa
+67,5.056101779047275,3.425466726166783,1.2937064959804399,0.2406022799787384,Iris-setosa
+68,6.122822635201721,3.012552843193491,4.996336701116455,1.7751167930355982,Iris-versicolor
+69,5.974058080476858,3.0376750564234785,4.591584209876434,1.4734163263150293,Iris-versicolor
+70,7.7,2.2,6.7,2.5,Iris-virginica
+71,6.065176636798746,2.5022285359919136,5.015192647088868,1.9262973703871273,Iris-virginica
+72,4.544093484151372,3.660191788062436,1.0,0.2,Iris-setosa
+73,7.466509827199009,2.976875385166309,6.407112776968809,1.9067377831117012,Iris-virginica
+74,6.471067946466808,2.6565920877282485,5.155314103256084,1.9091512778184165,Iris-virginica
+75,5.010793573609921,2.4542730683636154,2.94569807605959,1.021729600337395,Iris-versicolor
+76,6.227141636061674,3.1537776819341357,4.426789084261113,1.4539019766660386,Iris-versicolor
+77,6.442513735999969,2.7218348992786816,5.681062503253753,1.5000388725850653,Iris-virginica
+78,5.921551692901876,3.2297963155989704,4.399453213727482,1.5113154463202785,Iris-versicolor
+79,5.744799285169347,2.9776961848255503,4.158676454659962,1.3595937649208416,Iris-versicolor
+80,5.763406271990991,2.6978282110405507,5.058062462820111,2.3794972129450933,Iris-virginica
+81,6.226951939146023,3.1787235172607793,4.491274102678417,1.4771520607927557,Iris-versicolor
+82,4.8187456563834825,2.9141695020215233,1.406326973688513,0.2,Iris-setosa
+83,5.107701577943168,2.5858936637593306,3.0231622566035474,1.2801882057952516,Iris-versicolor
+84,5.539885189100887,2.907562227331258,4.399304016149706,1.406052934352201,Iris-versicolor
+85,4.604056686121542,3.59873738752218,1.0,0.2,Iris-setosa
+86,5.277570915869958,3.6133775966823163,1.915775343361673,0.26021021373436926,Iris-setosa
+87,5.292756264702236,2.8724162113285665,4.20923030387573,1.4406636478222947,Iris-versicolor
+88,5.920472763928236,4.4,1.5683678305069373,1.3843415966711046,Iris-setosa
+89,5.678030833503337,2.426449770768542,4.087910973224922,1.1417030773679515,Iris-versicolor
+90,6.395059023957974,3.3585636049768937,5.589904760454487,2.498654999041708,Iris-virginica
+91,5.110583783680895,3.6128958117476824,1.5847349361790006,0.24093958429956508,Iris-setosa
+92,5.607650419974302,3.063617062679102,4.562057166136618,1.5201177797836873,Iris-versicolor
+93,5.622005198613566,2.5861451099377977,4.1885861228499355,1.290245886999265,Iris-versicolor
+94,6.369450602110337,3.463893912755011,5.578299359017175,2.4247103190836077,Iris-virginica
+95,6.54423528583677,3.1573792380978163,4.381907898310487,1.4286958558442395,Iris-versicolor
+96,5.690271934693475,2.7494967725410397,5.129069145687596,1.8863280855350855,Iris-virginica
+97,4.4000046402978015,2.8237333447035304,1.400946735838551,0.2,Iris-setosa
+98,5.922638473476274,2.3518048006135697,4.1040925974350015,1.2370310459523213,Iris-versicolor
+99,4.9252094388455125,3.1307077792146556,1.4932836657573012,0.10000357563938708,Iris-setosa
+100,4.976678914086878,3.4284390374539453,1.261741890136301,0.2,Iris-setosa
+101,5.462838419051719,2.9006020103917542,4.649291861703285,1.526286735205217,Iris-versicolor
+102,5.2547224826999885,3.9645127639238362,1.608155049664296,0.2,Iris-setosa
+103,6.158516328523439,2.603377142139402,5.281437871729785,1.6103422712117186,Iris-virginica
+104,5.694689102379976,4.399840267586632,1.4848759904736206,0.3620168367544142,Iris-setosa
+105,5.8944515482295445,3.2749493638701166,4.361467432524873,1.645897852502726,Iris-versicolor
+106,5.180344092836547,3.7890293465987783,1.4694330709247285,0.3882625421755916,Iris-setosa
+107,7.1895300158363415,3.045377736421402,6.1687667004882645,1.9164284928372148,Iris-virginica
+108,6.4131054375607315,2.835354288112026,5.685563372058226,1.6664007645020764,Iris-virginica
+109,5.3110972583215945,2.509765569510485,3.5923640627012228,0.9919139267853833,Iris-versicolor
+110,4.40000148594433,3.246054856952704,1.2726023719596804,0.2,Iris-setosa
+111,5.143997063688719,3.4551270562782155,1.591699163791679,0.2,Iris-setosa
+112,6.572158531536542,2.909385432306433,5.580549324924953,1.9044575940427062,Iris-virginica
+113,4.514440562690859,2.302776340311989,1.2885786795982241,0.2953625438809655,Iris-setosa
+114,5.1844165685017565,3.742729779297347,1.4699606926504933,0.2,Iris-setosa
+115,6.539706187611884,2.9222688212982226,5.570928151252711,1.8675901011827354,Iris-virginica
+116,5.7341440007911295,3.0069992656494398,4.660373708751738,1.5200934097530319,Iris-versicolor
+117,6.269618908348708,2.712996932053275,5.209211881596828,1.7263448728428301,Iris-virginica
+118,4.598391812715458,3.3452165322086,1.410575657782049,0.2,Iris-setosa
+119,5.888663110381646,4.4,1.5635494800496077,1.1528527331171599,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/19/test.csv b/iris/tab_ddpm/0_1/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/19/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/19/train.csv b/iris/tab_ddpm/0_1/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/19/val.csv b/iris/tab_ddpm/0_1/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/19/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/2/synth.csv b/iris/tab_ddpm/0_1/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42b0494f7698ea5248a999da70b0b819373009b3
--- /dev/null
+++ b/iris/tab_ddpm/0_1/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.009818599958383,2.2000008490487533,4.943019923433545,1.519875121013413,Iris-virginica
+1,4.577702564501866,3.760202368144849,1.0,0.2,Iris-setosa
+2,6.370472012493637,2.8694191999734397,5.211508995559854,1.5097320397801524,Iris-virginica
+3,6.699058726677342,2.8786352113493816,5.0494335637807986,1.6836414014636536,Iris-versicolor
+4,6.282476999472186,3.4434699263709225,5.741566340920994,2.3768989715837323,Iris-virginica
+5,6.4848076812456865,3.2091993635122433,4.544153867769399,1.5007393097953843,Iris-versicolor
+6,4.8850327695552265,3.0656696618463575,1.5003669625858056,0.1,Iris-setosa
+7,5.0869028422314955,3.3931776073396547,1.5146981425898067,0.2,Iris-setosa
+8,6.691255844889243,3.2682056751011705,5.607785846923815,2.4999992823471318,Iris-virginica
+9,5.48402351366243,2.9274442726872407,4.517042066201822,1.4668540929163176,Iris-versicolor
+10,5.240995518841168,3.5770253553220845,1.774325815340602,0.6270171640961252,Iris-setosa
+11,6.359409290102813,2.8029906297472214,5.232898214437251,1.4802508668802021,Iris-virginica
+12,5.825542881990362,3.0038446175247944,4.086717842147574,1.475040437812772,Iris-versicolor
+13,6.252592137101171,2.8531789357353525,5.090303652059651,1.5526751413403634,Iris-virginica
+14,5.787143629390895,2.7007243083898493,5.067324411426926,1.91441492136912,Iris-virginica
+15,4.583424375797378,3.605151932106308,1.0,0.2,Iris-setosa
+16,6.173485711463075,2.6930256288621393,5.368649394738741,1.4793462166951417,Iris-virginica
+17,5.42293814941825,3.8199825983491955,1.4332042622698313,0.2,Iris-setosa
+18,7.7,2.2,6.7,2.5,Iris-virginica
+19,5.057110067174421,3.5204979209759455,1.5484071841690104,0.3322121881044231,Iris-setosa
+20,7.246276870629903,3.0924218946397284,6.081927765326475,2.136766870785962,Iris-virginica
+21,6.219698104106507,2.8461909685356725,5.073466205889389,1.5814966692973917,Iris-virginica
+22,5.986588586245626,2.2,4.978936622064464,1.5430880246104541,Iris-virginica
+23,5.896851092266408,2.9473242770823216,5.201190019152478,2.439783941418177,Iris-virginica
+24,5.43735309875712,2.628036415645595,4.101769932723566,1.2631983377444462,Iris-versicolor
+25,5.0999733897725,3.957639913222163,2.0165906166321017,0.3562214848211601,Iris-setosa
+26,7.071526761771023,2.923925441839966,5.992697958728151,1.8873466506075958,Iris-virginica
+27,4.580397423354537,3.601987142192058,1.0000004196489398,0.2,Iris-setosa
+28,5.054171136664171,3.5785968276016864,1.6793052769817745,0.2,Iris-setosa
+29,5.512092132840778,3.043008623393743,4.450375659158166,1.5108994023421085,Iris-versicolor
+30,4.400000936796468,3.1245589957119497,1.2936283457854068,0.2,Iris-setosa
+31,4.579952539106457,3.276068946061072,1.3284137544934198,0.2,Iris-setosa
+32,5.8801879363957745,2.3467635266450673,4.17671086571129,1.0874477101844935,Iris-versicolor
+33,5.927974275206846,4.4,1.5780452055394156,1.360015217612253,Iris-setosa
+34,7.7,2.7303760133742316,6.7,1.9717961146916871,Iris-virginica
+35,4.400002304767489,3.3362202534152514,1.3002596273075402,0.2,Iris-setosa
+36,4.625666859394447,3.1471292585400357,1.4124823856517283,0.2,Iris-setosa
+37,6.161825503508689,2.9617517862200007,4.876038393099221,1.769958201099599,Iris-virginica
+38,6.669478520242857,3.1334993811262395,4.504973190509617,1.440879612455761,Iris-versicolor
+39,5.237163779226525,3.7103706827895446,1.6661489596750896,0.3596987747212908,Iris-setosa
+40,5.35731147026947,2.9268319339633275,4.333380828611206,1.4863864295873435,Iris-versicolor
+41,5.244544513180039,3.8431767941963764,1.389345118454004,0.3785002566316379,Iris-setosa
+42,6.91272982601805,2.9724136580644998,5.579399538276651,1.9952947557241447,Iris-virginica
+43,6.428337890954665,3.1944581569862858,4.494033103799399,1.457330054831026,Iris-versicolor
+44,5.65534556650874,2.9117484940736635,4.1073819206854365,1.3211597120547678,Iris-versicolor
+45,5.013513106296007,2.4672240574342044,3.2365734970256397,1.2562116419168678,Iris-versicolor
+46,6.093461509739278,2.6030716791114923,5.182573343446522,1.6421288562907033,Iris-versicolor
+47,5.992339892362936,3.3322093922546614,4.703149115787061,1.8218141638199508,Iris-versicolor
+48,6.422559953648523,3.1345278538720827,5.500535042480804,2.1220545445739445,Iris-virginica
+49,5.0542521696918215,3.3804326326507654,1.3870082124674017,0.20634519626537376,Iris-setosa
+50,5.867763489751325,2.833008521544543,4.066147287647882,1.3997559727543452,Iris-versicolor
+51,5.511214059098654,4.044993200114053,1.250689162067963,0.33737059845001505,Iris-setosa
+52,4.988433996085617,3.5568956475465505,1.6055791724359112,0.2,Iris-setosa
+53,5.725858078033075,2.884726464913826,4.8013339229647345,1.4991550468349464,Iris-versicolor
+54,7.7,2.2,6.7,2.5,Iris-setosa
+55,5.97523638096628,2.7670356735264408,5.1681469425636894,2.1784608840869355,Iris-virginica
+56,5.379709591988501,3.3974080345058884,1.6310316715924191,0.2,Iris-setosa
+57,5.300264705476766,2.5621753701942374,4.1584288735262485,1.23371765055094,Iris-versicolor
+58,5.137002482296898,2.6624126771446703,3.692794042796875,1.3693865355638064,Iris-versicolor
+59,6.34213818302308,3.450376955288828,5.649401686668562,2.4219968212062737,Iris-virginica
+60,7.7,2.2,6.7,2.5,Iris-virginica
+61,6.000730770596157,3.210333559908651,4.659756164316805,1.7090823765088992,Iris-versicolor
+62,6.183555339102825,3.177864036286632,4.617882163270509,1.5628405683544717,Iris-versicolor
+63,6.380727507745051,2.881907292115799,5.1297103033920335,1.7078605824462096,Iris-versicolor
+64,4.639939677160724,3.5994456418729808,1.0,0.2,Iris-setosa
+65,4.400000497162677,2.9153083645180224,1.4019989143198919,0.2,Iris-setosa
+66,5.020585925596519,3.454326337447857,1.6856375074245622,0.2620763692437592,Iris-setosa
+67,5.349359950178174,2.9325230720617377,4.472478452449599,1.518280939555958,Iris-versicolor
+68,5.971470142094817,3.231189011080846,4.722955247050143,1.6466027869274116,Iris-versicolor
+69,6.857820821436122,3.1861931907177135,5.588221778777129,2.284138529195739,Iris-virginica
+70,5.070043968336941,3.290540240094597,1.3124279302874506,0.2,Iris-setosa
+71,6.153851275041977,3.344476389647845,4.353801415486895,1.5569431670880145,Iris-versicolor
+72,5.872253043809895,2.5418621337682854,5.000969222312481,1.9637952166308386,Iris-virginica
+73,4.565074324827178,3.610730514477907,1.0,0.2,Iris-setosa
+74,6.44277689943518,2.9479916251097498,5.14200520108303,1.821348002739407,Iris-virginica
+75,5.870358172476073,2.757889515453026,5.117296694370375,1.870900193709504,Iris-virginica
+76,5.055792648463424,2.518960097536962,2.998199800394301,1.269157618513522,Iris-versicolor
+77,5.771056255095261,3.035264389595018,4.190999708608375,1.4025500981737222,Iris-versicolor
+78,4.508002241913085,2.3427495889250234,1.3257669367006333,0.2555273673553518,Iris-setosa
+79,6.103500703787749,2.6413916128763817,5.071492644658849,1.8818598999374776,Iris-virginica
+80,4.4,3.1216325704948855,1.3156451300776038,0.2,Iris-setosa
+81,5.307429198051345,3.732297773365414,1.681077142228791,0.39107418344580136,Iris-setosa
+82,4.5726320210289435,3.5763259603271735,1.0,0.2,Iris-setosa
+83,5.919217324687845,2.3441429967944174,4.1187228755532,1.272926317439254,Iris-versicolor
+84,4.943806200601809,3.362428452852332,1.2363635206911023,0.2030592926985043,Iris-setosa
+85,5.940906590021095,2.887059980592207,5.110095443313541,1.8579621591671018,Iris-virginica
+86,5.274030726113172,2.9235734614437185,4.309128882584188,1.4011314430168362,Iris-versicolor
+87,5.248496946478097,2.733163010059693,4.154644640547919,1.3855009174524895,Iris-versicolor
+88,6.335800246261194,2.384764654216665,4.4951965609887035,1.3633088273339022,Iris-versicolor
+89,6.520396803704266,3.136392946268592,5.502712077659483,1.8817579519892098,Iris-virginica
+90,5.328330132299153,2.7344652142561414,3.9430614124495555,1.2843650613949271,Iris-versicolor
+91,4.89077621861737,2.3931791183835274,3.704818376903482,1.0499335784956165,Iris-versicolor
+92,5.096632225205547,3.2714364681011365,1.259302267462431,0.2,Iris-setosa
+93,5.497960818625756,2.6170560674119536,4.811552563048059,1.3712121992917237,Iris-versicolor
+94,6.252846369493536,2.6749851556374358,4.3057934997831655,1.2989498658855516,Iris-versicolor
+95,6.326207160017421,2.820586861760839,5.034525881432464,1.6526992548667434,Iris-versicolor
+96,6.575690683814835,3.055273490418407,4.73872137648207,1.5790924235099006,Iris-versicolor
+97,6.173750422567803,2.6813359891801287,5.354328426685241,1.510737129176478,Iris-virginica
+98,4.575537658227209,3.5907287284342715,1.0,0.2,Iris-setosa
+99,5.172004328185037,2.4521665442486755,3.38260523062159,1.0316371444222525,Iris-versicolor
+100,5.035576999220041,3.531271634678065,1.3922332540574733,0.2478616415843186,Iris-setosa
+101,4.621880310481704,3.612018535568079,1.0000009968597365,0.2,Iris-setosa
+102,5.461316800455339,2.9973364460902814,4.544052904781933,1.5251684140528836,Iris-versicolor
+103,6.729388647175604,3.1072649034682236,4.4751032221691265,1.4195042281062928,Iris-versicolor
+104,6.173753173087227,2.918894304416888,4.272029028562561,1.293609807006776,Iris-versicolor
+105,5.716889417200197,2.815946466028348,5.093035154755637,2.3906806852830718,Iris-virginica
+106,4.400000818880692,3.000705744154136,1.3791573838319322,0.2,Iris-setosa
+107,5.0395759600247425,3.8131704025442494,1.6400875567944695,0.3547965941143345,Iris-setosa
+108,5.970128279288096,2.4966997733155942,4.1469957135792574,1.3106541336053061,Iris-versicolor
+109,5.221288402753489,3.4908065024344324,1.553706202730706,0.2,Iris-setosa
+110,5.338501348859969,3.8568025600575617,1.5184789806565764,0.2,Iris-setosa
+111,7.7,2.3882652233839585,6.7,2.467088860007708,Iris-virginica
+112,5.816487761862432,2.989936615576787,4.6194339189018025,1.486547594582433,Iris-versicolor
+113,4.737460912100814,3.3047806021746755,1.5178708690979328,0.2,Iris-setosa
+114,4.931501000560419,3.139791518399737,1.3244108371188492,0.2,Iris-setosa
+115,4.4,2.780148968362724,1.406891220349793,0.2,Iris-setosa
+116,5.033634525530771,3.2281910532794336,1.2021983225367219,0.2,Iris-setosa
+117,7.7,2.2,6.7,2.5,Iris-virginica
+118,6.251424746430708,2.7973805160810135,5.297382703756332,1.5139407985386244,Iris-virginica
+119,5.25899672760213,3.5665015898169043,1.5115642947923347,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/2/test.csv b/iris/tab_ddpm/0_1/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/2/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/2/train.csv b/iris/tab_ddpm/0_1/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/2/val.csv b/iris/tab_ddpm/0_1/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/2/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/20/synth.csv b/iris/tab_ddpm/0_1/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eebcb3a1ec2c638ffc8a4f3c77cd30e458ad54a1
--- /dev/null
+++ b/iris/tab_ddpm/0_1/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.955930079346117,3.21188243252984,4.803841180447794,1.840191264729813,Iris-versicolor
+1,5.337089606839037,2.884642836564173,4.2605321306160695,1.4385152573395834,Iris-versicolor
+2,5.897393142338849,2.926434453320181,5.274084261270497,1.7844252761261532,Iris-virginica
+3,6.7554474217406675,3.0862113612419413,5.575352990727231,2.0653600501511358,Iris-virginica
+4,5.30038473614842,2.6549263215210086,4.111316890705998,1.3022262609707864,Iris-versicolor
+5,7.699997976097994,2.814137106088149,6.699997109560655,2.068702772646406,Iris-virginica
+6,5.862647550607392,3.1940410633227674,4.4023761114551165,1.5183792141104624,Iris-versicolor
+7,6.674244158509494,3.3250517168797855,5.741315943532887,2.5,Iris-virginica
+8,5.683914326303544,3.040351246652444,4.145781967860843,1.3419922419223524,Iris-versicolor
+9,5.181209877758672,3.393547692291128,2.470037532919415,0.7422414395696879,Iris-setosa
+10,6.5769781324583425,3.2100967768495625,5.5532899435796566,1.9795144133204003,Iris-virginica
+11,6.098526735042189,3.020983636649428,4.96132759210303,1.6865406685780255,Iris-virginica
+12,6.258842513969509,2.3119833096796794,4.329095953694313,1.3357234340037831,Iris-versicolor
+13,5.645870856710077,3.0163240478201017,4.456828954824536,1.4938683246372808,Iris-versicolor
+14,7.7,2.2,6.7,2.5,Iris-virginica
+15,4.590918617550993,3.600423990932419,1.0000005063502149,0.2,Iris-setosa
+16,6.065016477137726,2.2,4.965734847430552,1.507598110763604,Iris-virginica
+17,5.472270496038064,3.0064349823670478,4.6619370116281695,1.5649908308401248,Iris-versicolor
+18,7.7,2.2,6.7,2.5,Iris-virginica
+19,6.246928260478179,3.3675109447980587,5.617550899343242,2.4147685835989092,Iris-virginica
+20,5.396407847942649,2.7832325899667296,4.076229922567343,1.4061578427303274,Iris-versicolor
+21,5.432047318311307,4.002471053536665,1.322160511094221,0.4110005950890983,Iris-setosa
+22,4.692467733650316,3.580323269973215,1.0,0.2,Iris-setosa
+23,4.924553744323745,3.0840275285461414,1.4821123933318274,0.10000011039919919,Iris-setosa
+24,5.051245358479178,2.5074608940390672,3.066948831351688,1.0374255891356923,Iris-versicolor
+25,6.24393537937452,2.604547163565392,4.6269139925785705,1.4173948080939474,Iris-versicolor
+26,6.053854811336726,2.7459828430178197,5.014550257235963,1.903050210253994,Iris-virginica
+27,4.963656665649795,3.370532103484593,1.4350952746125496,0.2,Iris-setosa
+28,5.131432451269322,3.400248564813323,1.3660555455771393,0.2,Iris-setosa
+29,6.656327212307772,3.2643522203995814,5.727808125058369,2.4999994230589864,Iris-virginica
+30,5.948763641612855,3.1013436029118346,4.516219221341299,1.5190034811339677,Iris-versicolor
+31,6.125863601941395,3.0025976055724333,4.666193437961415,1.7886033630717266,Iris-virginica
+32,6.242682439981572,2.332563967478678,4.4257396577437165,1.3312156986502257,Iris-versicolor
+33,6.107472207237855,3.2153015888796768,5.3107694276586495,1.8304053522985013,Iris-virginica
+34,7.34023116121397,2.988439275144694,6.09590257028974,2.1693875269819354,Iris-virginica
+35,5.107287409113218,3.8783826482292736,1.5827354386905288,0.25897278763833803,Iris-setosa
+36,5.640726086831292,4.389993997097385,1.3893852862980882,0.2,Iris-setosa
+37,7.699556190806476,2.778645405884713,6.699435728572405,1.9499105760063702,Iris-virginica
+38,6.163891337388417,3.0027499040950456,4.898428534465241,1.6334829107386803,Iris-virginica
+39,6.4997970295401295,3.30180939912844,5.514119824950707,2.313877933580487,Iris-virginica
+40,6.751596844480157,3.3274610211878506,5.913626837040253,2.5,Iris-virginica
+41,5.248697440375693,2.459865779344935,3.177619526436379,1.013081870433485,Iris-versicolor
+42,6.291405420365385,3.0452277994447603,4.397954242430429,1.4312136856427746,Iris-versicolor
+43,6.123803461002348,3.1749631713243165,4.218062891086409,1.456282374063031,Iris-versicolor
+44,5.296830246967637,3.3896398774482335,1.5467051769551217,0.2,Iris-setosa
+45,5.959546031057647,3.377468746503078,4.7184234191569985,1.7475364673431333,Iris-versicolor
+46,4.927513014105468,3.5397144401887832,1.40626232072323,0.2,Iris-setosa
+47,6.045633675608154,2.904567977353352,4.927941819061336,1.8052722072657852,Iris-virginica
+48,4.400008751012627,3.2733891105298096,1.3377664712993944,0.2,Iris-setosa
+49,5.135059529776502,3.394768037245063,1.4098463479930563,0.2,Iris-setosa
+50,7.7,2.2,6.7,2.5,Iris-virginica
+51,7.7,2.8039697717109484,6.7,2.041757974462286,Iris-virginica
+52,7.7,2.3133653508933465,6.7,2.4836661837161493,Iris-virginica
+53,6.103207407424398,2.7804060581260472,5.0993511511382215,1.6784463070444509,Iris-versicolor
+54,5.801164988660056,2.7781853429792127,5.121355780022015,1.8848143709567557,Iris-virginica
+55,4.752876559688599,3.3512671903197364,1.41703493451266,0.2,Iris-setosa
+56,6.101450369398954,2.6105781239672456,5.688588582321322,1.4002175452277525,Iris-virginica
+57,5.444424747329221,3.458155248036132,1.6409221776035732,0.2,Iris-setosa
+58,7.431141705979524,2.873849328794046,6.359730021027737,1.712746898183736,Iris-virginica
+59,6.577270158642168,3.3780607020226077,5.723320659128723,2.2975039914922295,Iris-virginica
+60,6.590103978159388,2.9708626853856694,4.34650417296704,1.3555400616195006,Iris-versicolor
+61,6.574311107157595,3.281509545887114,5.706439368046382,2.4999980937260466,Iris-virginica
+62,5.066239573340435,3.503203782802057,1.416563115657,0.3491358703669685,Iris-setosa
+63,6.07002895571668,3.2192883495325257,4.905617852520747,1.7635475743309157,Iris-versicolor
+64,6.627867735047861,2.9045237662404135,5.754554870421049,1.7232395789160935,Iris-virginica
+65,7.699968024508669,2.835604454403469,6.699977963559104,1.9464916159903216,Iris-virginica
+66,7.7,2.2,6.7,2.5,Iris-virginica
+67,6.19620201351529,2.5302759185434627,5.018046638401488,1.911892334261951,Iris-virginica
+68,4.9080963843649705,3.1323196109320777,1.3543845682541145,0.2,Iris-setosa
+69,4.489731109697327,2.2752083281348496,1.3230195838199337,0.3066369017379323,Iris-setosa
+70,7.697952958978481,2.7495677101424554,6.698622857982225,1.9183018009247044,Iris-virginica
+71,5.673112611809008,2.9093141208041877,4.13641827253794,1.3432025646436299,Iris-versicolor
+72,4.893925557197357,3.116795415611614,1.4830244595467503,0.1,Iris-setosa
+73,4.6692801872479075,3.579441939402078,1.0000013643874475,0.2,Iris-setosa
+74,5.128590651822825,3.2449569635638404,1.6307182893700543,0.21750537134722964,Iris-setosa
+75,5.71405904771201,2.7572503605608274,5.194597486741875,1.8988182075379951,Iris-virginica
+76,7.104886602772331,2.9757474252960416,5.934612868954956,2.1171023387998775,Iris-virginica
+77,4.532480240727046,3.638711830679233,1.0,0.2,Iris-setosa
+78,5.486089717913267,3.030740401248652,4.453093369900301,1.5349138746394122,Iris-versicolor
+79,7.7,2.2,6.7,2.5,Iris-virginica
+80,6.511200771190811,3.167259159292637,4.413907199184437,1.4396163485553102,Iris-versicolor
+81,5.893485205321187,3.208815529395488,4.239904016112544,1.522339505541501,Iris-versicolor
+82,6.2768649631031845,2.465532258788068,5.008814461393332,1.9442830442862462,Iris-virginica
+83,5.310039015083366,3.5914030214860357,1.5496784076426855,0.2,Iris-setosa
+84,5.703444532708886,2.5843727715673466,4.563232030187148,1.2696007005899879,Iris-versicolor
+85,7.7,2.2,6.7,2.5,Iris-virginica
+86,5.133328962284293,3.380218816629768,1.3931956133420649,0.2,Iris-setosa
+87,5.958153674632759,3.02422302023464,4.776062970145279,1.8066599142335837,Iris-virginica
+88,4.921721381081579,2.4603828535802377,3.4279557024872465,1.0595631916479906,Iris-versicolor
+89,5.30288695596753,2.5282670793961546,3.478684509249572,1.1378552179564356,Iris-versicolor
+90,6.048392492811137,4.4,1.570087149741602,1.3949418771253903,Iris-setosa
+91,5.445787356419125,3.581025361158735,1.6547864927760967,0.2,Iris-setosa
+92,5.663405324641148,2.5168865222643313,5.043646209884804,1.9892768261549525,Iris-virginica
+93,6.560990678312939,2.9295483285859776,5.571643263490988,1.719114780340564,Iris-virginica
+94,7.022674837268486,3.258633614239289,5.664365223871817,2.2584209119321357,Iris-virginica
+95,6.805104313759962,3.2837270695844403,5.602396092735456,2.252693096950862,Iris-virginica
+96,4.852009624472219,3.275450467619441,1.2963839062094997,0.2,Iris-setosa
+97,5.976841939771097,3.289912556388698,4.59619914321298,1.6681564757666167,Iris-versicolor
+98,5.937627947632933,2.655531408917755,4.230830119749249,1.3063664122413658,Iris-versicolor
+99,6.015965156686204,3.115227140306314,4.367483211728593,1.5850036435135777,Iris-versicolor
+100,5.735200223246812,3.1212756217780706,4.22027358154369,1.505650491844736,Iris-versicolor
+101,5.107119732817546,3.6785720967737396,2.0782183838931454,0.54387046363052,Iris-setosa
+102,5.964660436005846,2.7067570376593246,5.147982727712307,1.8903772726560581,Iris-virginica
+103,6.292816246502165,2.6518575236580246,5.262987975467384,1.5071795805208008,Iris-virginica
+104,5.089435715235883,3.355305372263858,1.60911386504004,0.2162291188340426,Iris-setosa
+105,6.3600232161446275,2.7017360497553153,5.302219241956729,1.4559602083268721,Iris-virginica
+106,5.130942261271038,2.44023558373409,3.520800505798683,1.021986008316591,Iris-versicolor
+107,7.699997815039178,2.7507692190442623,6.699998158369583,2.031967514512277,Iris-virginica
+108,5.8873792595823105,3.077865492236662,4.947566418996786,1.8074324686035543,Iris-virginica
+109,5.29187058618541,2.3944847232602324,2.760346709363655,0.8203154029218906,Iris-versicolor
+110,5.861903178086462,3.141435498276278,4.733415063146555,1.6584668785738654,Iris-versicolor
+111,5.202433271025107,2.5361529882111267,3.2697494613801,1.2634793744435355,Iris-versicolor
+112,5.213007433719405,2.6838295916103085,4.0600878463478915,1.3396280630794812,Iris-versicolor
+113,5.241203578665647,2.7240934476742287,4.131102773431646,1.3518508572050583,Iris-versicolor
+114,5.275732337549054,2.5782422160731984,3.282206611308107,1.3229022166933326,Iris-versicolor
+115,7.7,2.2357442383970336,6.7,2.498570518100033,Iris-virginica
+116,4.493163100201059,2.272988670311588,1.2836183688961023,0.2725051911947635,Iris-setosa
+117,5.261213153606181,3.7850931717950367,1.5728544604095787,0.3645353064208544,Iris-setosa
+118,5.059765413289691,3.3603497443672654,1.7012831721331823,0.2865311662635894,Iris-setosa
+119,5.708834929578445,3.041229109090217,4.2479163922889445,1.3824435061472709,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/20/test.csv b/iris/tab_ddpm/0_1/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/20/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/20/train.csv b/iris/tab_ddpm/0_1/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/20/val.csv b/iris/tab_ddpm/0_1/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/20/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/21/synth.csv b/iris/tab_ddpm/0_1/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81fdca2c712c1e96c21eb259dcba55a6203e9de4
--- /dev/null
+++ b/iris/tab_ddpm/0_1/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.282376946432941,2.9590673836076955,5.038804813204639,1.9068934810489686,Iris-virginica
+1,5.420485769829538,3.5164907353319097,1.5385277803781474,0.2,Iris-setosa
+2,6.172448626653766,2.814472923163804,5.010751733667775,1.5714789360528183,Iris-versicolor
+3,4.4,2.9875242249277965,1.3695336419397162,0.2,Iris-setosa
+4,6.676323503453434,2.8556000826849015,6.066079258013979,1.8378923460751955,Iris-virginica
+5,6.261004141057065,2.915619990348672,5.442138967601794,1.6241050866050009,Iris-virginica
+6,4.907862077638356,3.0411596262873104,1.5195732330675613,0.1,Iris-setosa
+7,7.7,2.2,6.7,2.5,Iris-virginica
+8,5.175974140823523,3.436926962638745,1.3556536463991908,0.2,Iris-setosa
+9,5.211430668567408,3.4723489328882344,2.8596593888710915,0.46131347464628536,Iris-setosa
+10,6.020526623992919,2.8532870923441753,4.383903188657835,1.307135913655997,Iris-versicolor
+11,5.642694639044826,2.913293035715531,4.473345217351582,1.374304903981223,Iris-versicolor
+12,6.760728800892156,3.145751898395941,5.582980806239503,2.156415478608848,Iris-virginica
+13,5.961165789246836,3.034551059019005,4.953232995040421,1.7675839700122011,Iris-virginica
+14,6.478012608055511,2.9676553707996267,4.283563390860755,1.3955030420613797,Iris-versicolor
+15,6.401389691357688,2.7257639611289366,5.044605322411637,1.6288626049072064,Iris-virginica
+16,5.342511449265514,3.598344215419948,1.555007701770027,0.2,Iris-setosa
+17,5.013943442998708,2.4501461108831197,3.4177304835522166,0.9080770881729802,Iris-versicolor
+18,4.972656596068925,3.173192679240846,1.2339547667961765,0.2,Iris-setosa
+19,6.864777044474183,3.2004219454262013,5.7292837743754,2.0829588350197548,Iris-virginica
+20,4.8841563501763225,3.1170340939785874,1.5243603751962664,0.10000018538427274,Iris-setosa
+21,7.7,2.2,6.7,2.5,Iris-virginica
+22,5.026402437927706,3.5545631767968016,1.4021494002157848,0.35862204100586653,Iris-setosa
+23,4.792182145666999,3.2676829440090924,1.401205596200671,0.2,Iris-setosa
+24,5.7204744835095225,4.399999106640048,1.4959119839653818,0.39470109887768545,Iris-setosa
+25,5.133611006627123,3.60954268374978,1.5425941662401659,0.6049232875884052,Iris-setosa
+26,4.81346957701588,3.5474696618094725,1.410163765244018,0.2,Iris-setosa
+27,7.7,2.2,6.7,2.5,Iris-virginica
+28,6.100928533836434,3.070812178289722,5.366699722953604,1.7906444620454671,Iris-virginica
+29,5.918098339105086,3.1970091038738206,4.765116353383806,1.819619048211036,Iris-versicolor
+30,4.4,3.0525668086052073,1.3177044905064044,0.2,Iris-setosa
+31,4.4,3.060013842050575,1.3271944779823146,0.2,Iris-setosa
+32,5.813181913059506,2.939009871897617,5.1530150997025075,2.4638333475830727,Iris-virginica
+33,4.83696189180173,3.427172387289155,1.6434500662223588,0.2,Iris-setosa
+34,5.073194874880065,3.4714139993063315,1.4282352990248381,0.23162680163433397,Iris-setosa
+35,5.026406338529253,3.3394196142785426,1.2661763309082918,0.2,Iris-setosa
+36,5.242820547336689,3.3884357933329166,1.5295390033177536,0.2,Iris-setosa
+37,5.8487877748035295,2.901984379170029,5.050671289318568,1.8466543697141444,Iris-virginica
+38,5.249917713767578,3.8674379735845648,1.5186129572627032,0.2,Iris-setosa
+39,6.992714315915713,3.3520064984098155,5.901525700281035,2.5,Iris-virginica
+40,5.290268007930701,3.4487033005553696,1.6186363085429714,0.2,Iris-setosa
+41,6.230586759693567,2.627630878458208,4.473820824395775,1.303414892152734,Iris-versicolor
+42,5.333286127034455,3.8430624558416695,1.507203157169955,0.2,Iris-setosa
+43,5.225907885268025,2.454865376358624,3.0166146707436408,0.9886225547886293,Iris-versicolor
+44,6.097884540812312,2.5659646989225053,5.036323870122253,1.8950296542343323,Iris-virginica
+45,6.508617485323682,2.9796938299214397,4.294737830832505,1.349584224425268,Iris-versicolor
+46,5.317444200113167,2.4279367016380813,3.255512151829315,0.9015586263853261,Iris-versicolor
+47,5.192415508321717,3.834207303561969,1.5757576187607858,0.2,Iris-setosa
+48,7.029095450858887,2.8868739868275215,6.1244311368594815,1.8443178737810797,Iris-virginica
+49,5.673901843225944,2.5194163970639623,5.014181597054802,2.1103112017665593,Iris-virginica
+50,4.928661791264781,3.2187620225675198,1.2962628906195077,0.2,Iris-setosa
+51,5.525017323035914,2.9713978734154,4.405281955645068,1.4621279953201918,Iris-versicolor
+52,5.377886033647311,2.9371558204994166,4.302851388276926,1.4315291855500911,Iris-versicolor
+53,7.7,2.2,6.7,2.5,Iris-versicolor
+54,4.646298419599811,3.519828129636251,1.0000028800429943,0.2,Iris-setosa
+55,7.7,2.200079848935528,6.7,2.4999983899731926,Iris-virginica
+56,4.9003200831158145,2.384555773536573,3.282222190793975,1.0285342223431537,Iris-versicolor
+57,4.5074117778472536,2.2761975294497003,1.3377233108206499,0.341726151736613,Iris-setosa
+58,4.47396868081728,2.320299304300952,1.2942638224318843,0.2948890248068763,Iris-setosa
+59,5.083741485669908,3.843799155402187,1.6376531801393779,0.47848889652038873,Iris-setosa
+60,5.7514941785171,2.6356875064997185,5.044986460077218,2.2372491370112146,Iris-virginica
+61,4.927428753347475,3.1286918957806837,1.3682856646072825,0.2,Iris-setosa
+62,4.890486336637136,3.1321374932864368,1.535173324204671,0.1,Iris-setosa
+63,6.36171034128586,2.7153200151867556,4.89051993380186,1.7883642144437992,Iris-virginica
+64,5.241985864332581,3.6107875163509657,2.3092262399009216,0.6523662954094258,Iris-setosa
+65,5.266651585557887,2.416421295960805,3.1155271130123348,0.9948934493265923,Iris-versicolor
+66,6.416155410153078,3.3332556320154696,5.639965947634346,2.4318328663363546,Iris-virginica
+67,5.910827722710036,3.2229643214639574,4.689254137725392,1.7189168439596423,Iris-versicolor
+68,5.916536801985441,3.240582713997169,4.732963788714062,1.8091673566456468,Iris-versicolor
+69,5.301251480715707,3.6326417330610976,1.4957479053210248,0.2,Iris-setosa
+70,4.5962804510992905,3.599172993249168,1.0,0.2,Iris-setosa
+71,5.012322647956017,3.4952017051604396,2.5750897183059513,0.27438992028913345,Iris-setosa
+72,6.276967880996043,2.3162804301152637,4.546983441551207,1.3797444313022889,Iris-versicolor
+73,5.841162521414362,2.969487058840805,5.0694251950735625,1.7642213135609666,Iris-virginica
+74,5.264925213502793,3.857820152815656,1.6108306146826687,0.2781431109256791,Iris-setosa
+75,5.785150114749108,3.0763497786409166,4.455770709084497,1.4252041840281735,Iris-versicolor
+76,7.188473084636895,3.455795511251462,6.311586518013296,2.5,Iris-virginica
+77,7.108106305006711,3.150063474194874,5.720190559168529,2.1866530649122407,Iris-virginica
+78,6.255957800768199,2.8980239974202435,5.098632127060594,1.5222194932274677,Iris-virginica
+79,7.7,2.2,6.7,2.5,Iris-virginica
+80,6.840068857372986,2.9419501312364624,5.791136236578434,1.828610101811965,Iris-virginica
+81,5.736819216596468,2.6336004986439963,5.035217012641526,2.2385853986478503,Iris-virginica
+82,7.7,2.2,6.7,2.5,Iris-virginica
+83,7.7,2.603267327125334,6.7,2.3714273554136653,Iris-virginica
+84,6.182223674879292,2.7987301007296908,4.942540441543241,1.8151516463291415,Iris-virginica
+85,5.649826363402588,2.54753629789412,5.009507510368684,2.176003998288962,Iris-virginica
+86,5.735917087581767,3.0601304421855233,4.331060223231496,1.436952372004589,Iris-versicolor
+87,6.1427844195621475,2.329769216373797,4.271428487695104,1.2356421469618404,Iris-versicolor
+88,5.778669772648741,2.9952595994435978,4.138049550136747,1.36079358102645,Iris-versicolor
+89,5.965039128880307,2.5720642494304733,5.058862055586966,1.8956253708617408,Iris-virginica
+90,6.6029384447833674,2.9831876238116304,4.339925863647411,1.3374781180450999,Iris-versicolor
+91,5.142409664826562,3.396479647500657,1.5704844137297447,0.30445799852451877,Iris-setosa
+92,4.924628387805457,3.4286131977033913,1.404586566404671,0.23949983490019827,Iris-setosa
+93,5.447991366293621,4.152230198994035,1.403233092284645,0.2,Iris-setosa
+94,5.2044520503234315,2.54123298508326,3.579373685982201,1.104307909876634,Iris-versicolor
+95,6.054425334742578,4.4,1.6676092990836673,1.3607507061982311,Iris-setosa
+96,5.028627996853728,3.5454906225478156,1.4333559178422561,0.27398819650905376,Iris-setosa
+97,6.5618494385694826,3.053164758992404,5.680950717731943,1.9853184181915051,Iris-virginica
+98,5.742545039629127,2.323925222663201,4.0952351657596635,1.155871404160508,Iris-versicolor
+99,6.197346252433206,3.080734520620464,4.528687244237025,1.4399447363021547,Iris-versicolor
+100,4.944809430801859,3.2739910944591997,1.2313939926290585,0.2,Iris-setosa
+101,7.7,2.2,6.7,2.5,Iris-virginica
+102,6.665917319735826,3.269208153849135,5.6271887990879375,2.5,Iris-virginica
+103,6.356336705810266,3.466962938273536,5.55513775518646,2.3504109224072205,Iris-virginica
+104,7.7,2.2,6.7,2.5,Iris-virginica
+105,6.054113680736514,2.200001812447192,4.95827579109293,1.4628135039342098,Iris-virginica
+106,6.630798047877012,2.9089657761413297,5.550843826709042,1.9299413619382244,Iris-virginica
+107,5.508424748184221,4.24563842098576,1.3782529019855652,0.2,Iris-setosa
+108,6.607263037535375,2.9940118020123845,5.595454005984417,1.8031970749655364,Iris-virginica
+109,5.306138938726783,2.4622595892654173,3.854739750237397,1.0918871529476495,Iris-versicolor
+110,6.39479299795161,2.917856609588275,5.035819261240668,1.6618190317943835,Iris-versicolor
+111,6.323428723929996,2.5447830364881256,5.143385411748979,1.65397539629915,Iris-versicolor
+112,5.070941161653166,3.8531512263472596,1.4935358832083556,0.20217371158478556,Iris-setosa
+113,6.083353979972321,2.822383504743346,4.997278914567294,1.8119573458317906,Iris-virginica
+114,6.027283165955087,3.0233848464279105,4.270773015445277,1.4150472238100156,Iris-versicolor
+115,5.29364334561136,3.4789060886357475,1.5215983576696956,0.2,Iris-setosa
+116,4.997934491992393,3.517030176987329,1.315018687065378,0.2696873227169695,Iris-setosa
+117,4.578218859159853,3.5857381374639816,1.0,0.2,Iris-setosa
+118,4.400000586833676,2.932868010217435,1.3321541984988183,0.2,Iris-setosa
+119,4.587258736272938,3.652917523545153,1.0,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/21/test.csv b/iris/tab_ddpm/0_1/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/21/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/21/train.csv b/iris/tab_ddpm/0_1/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/21/val.csv b/iris/tab_ddpm/0_1/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/21/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/22/synth.csv b/iris/tab_ddpm/0_1/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81f3a87e5ab946a18a03dcc98ccb5b8073674c8f
--- /dev/null
+++ b/iris/tab_ddpm/0_1/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.266763816198884,2.80927162218494,4.867322974073416,1.7198883619596894,Iris-virginica
+1,5.734129304481615,2.9478627778785373,4.711334539369308,1.4526040164214042,Iris-versicolor
+2,4.598133894516362,3.575256636479533,1.0,0.2,Iris-setosa
+3,5.736763739226571,3.1606973412483055,4.828648474051103,1.7136459249123752,Iris-versicolor
+4,6.059730763026466,2.3345775786942147,4.130365484163325,1.2100072167578149,Iris-versicolor
+5,7.165770838192591,3.412912821219246,6.2449797538008855,2.5,Iris-virginica
+6,5.239799046679216,3.989197599609409,1.6576651797522386,0.5666833849194265,Iris-setosa
+7,5.390930261123183,4.06852866321312,1.432941816554484,0.2,Iris-setosa
+8,6.274866294436649,2.563806904514022,4.38429532860289,1.31235893726085,Iris-versicolor
+9,7.7,2.2,6.7,2.5,Iris-virginica
+10,5.964460577710423,2.8686384707489334,4.904359516439314,1.4911428522427899,Iris-versicolor
+11,5.130057141074043,3.8190919354838284,1.4930025931935849,0.6080260977273445,Iris-setosa
+12,5.412916038657346,2.9402890884379405,4.444927166271245,1.45290612391999,Iris-versicolor
+13,7.7,2.2,6.7,2.5,Iris-virginica
+14,4.584796497234757,3.6509711236020053,1.0,0.2,Iris-setosa
+15,5.956939665531847,2.6751505476792725,5.2628356307730275,1.5353522464846232,Iris-versicolor
+16,5.15393242145698,3.47752367695914,1.4817067814988878,0.2,Iris-setosa
+17,6.621857766168468,3.1210385893767225,4.396362961888849,1.4450464354013124,Iris-versicolor
+18,6.565454299538099,3.020659080102802,4.352432449788957,1.4311586708293487,Iris-versicolor
+19,5.915771717871608,2.4415230320666357,4.236616576468748,1.2836570013619708,Iris-versicolor
+20,6.275567020870411,2.9027360065595733,5.225289690739749,1.585134081202225,Iris-virginica
+21,5.150125957509366,2.619351521479995,4.080768236233137,1.3369393250343748,Iris-versicolor
+22,6.973809714779728,3.0361438005665704,5.703128250553992,2.193969511352755,Iris-virginica
+23,5.9597110660601125,3.011384109011876,5.093395480168771,1.7808098876190832,Iris-virginica
+24,5.409801581772697,2.413542404421999,3.262001520248848,1.022869839959402,Iris-versicolor
+25,5.935328847986402,2.9491248257149922,4.8375458894357894,1.4220895508793816,Iris-versicolor
+26,6.763062574976369,2.8258233152230874,5.8685148478902525,1.8709770157833476,Iris-virginica
+27,4.989821957701601,3.2803858507358936,1.3042793813314957,0.2,Iris-setosa
+28,7.7,2.2,6.7,2.5,Iris-virginica
+29,4.655469754808548,3.392569481591711,1.3437907261478632,0.2200723435284366,Iris-setosa
+30,5.635177622871464,4.39999067765142,1.4785249786111712,0.4085015844971524,Iris-setosa
+31,5.564600031181774,2.992664416002068,4.586163871203376,1.5739809969055343,Iris-versicolor
+32,6.091865365282663,2.7032913662051317,5.262337193158959,1.7496397604655067,Iris-versicolor
+33,5.203897590391546,3.3574227745526715,1.6011523311710711,0.2,Iris-setosa
+34,6.887190055193337,3.1546450689204706,5.855985374769913,1.9480535758343456,Iris-virginica
+35,5.60220094206883,3.0483819268257584,4.160603001353066,1.3207178516742533,Iris-versicolor
+36,6.146894894833893,3.009748795524167,4.169026810462745,1.4605564602813335,Iris-versicolor
+37,7.1946867760931825,3.5012080039964344,6.010218014762485,2.5,Iris-virginica
+38,6.9191031196884225,3.0461800677330997,5.559825902545099,2.12884240472494,Iris-virginica
+39,4.988849526463965,3.5735587352394673,1.5059444663322605,0.2,Iris-setosa
+40,5.236873832035392,2.5008334934727534,3.6574060749446167,1.0670083330309104,Iris-versicolor
+41,5.530259574672238,3.015239307264703,4.519064135817712,1.5065200748102634,Iris-versicolor
+42,5.788868158984678,4.4,1.5272979482888054,0.7430140299673453,Iris-setosa
+43,5.210194766329227,3.8073268367693833,1.5686160000426859,0.21447725412449878,Iris-setosa
+44,5.559235346329012,2.641959312686212,4.659978677153743,1.3301632796591134,Iris-versicolor
+45,5.444338314930443,2.9228882541760104,4.224261016866178,1.435270434664512,Iris-versicolor
+46,5.206534926178968,3.532532245861807,1.4594682393546285,0.2,Iris-setosa
+47,5.337216265951788,2.439284177717234,3.474142484204358,0.9326242237944389,Iris-versicolor
+48,4.6431675379400845,3.5717102977559647,1.0000005275138222,0.2,Iris-setosa
+49,7.7,2.7353344814454417,6.7,2.1314470911517445,Iris-virginica
+50,5.961761678077744,3.3513058572915595,4.694867932434616,1.6981076506233825,Iris-versicolor
+51,6.480623966262316,3.307223683220514,5.872626826287063,2.4999600519340754,Iris-virginica
+52,5.70575323875507,2.4440342952530236,5.009833728983877,1.9600367079918914,Iris-virginica
+53,4.834336634013915,3.4434338619442,2.291041980303062,0.32772668329515864,Iris-setosa
+54,4.606661771856122,3.634234482810394,1.0,0.2,Iris-setosa
+55,5.902093900177912,2.647903532145082,5.039281984860279,1.9098630914621708,Iris-virginica
+56,7.7,2.2,6.7,2.5,Iris-virginica
+57,4.887448664623072,3.1123967838417026,1.4035276232513743,0.2,Iris-setosa
+58,6.210972376338528,2.9517613300783756,4.349099844862479,1.3770169432415014,Iris-versicolor
+59,6.6379118671312165,3.366006829111995,5.651312012175183,2.4999995349483037,Iris-virginica
+60,5.858345906353899,2.7224152846631418,5.043189779053473,1.9002865606283685,Iris-virginica
+61,5.7825221184878055,3.1022493339285244,4.307887815102767,1.5543220485585318,Iris-versicolor
+62,5.075479391033485,3.597056889449461,1.4916556745468117,0.2,Iris-setosa
+63,7.7,2.2,6.7,2.5,Iris-virginica
+64,7.7,2.2,6.7,2.5,Iris-virginica
+65,7.094478540813986,3.377298516316483,5.997090842579764,2.5,Iris-virginica
+66,6.302614536163316,2.468329999929475,4.986675669227285,1.8429838820046902,Iris-virginica
+67,5.65968708733366,2.772952328894538,4.906537983619868,1.4911824560061087,Iris-versicolor
+68,4.607060921611175,3.621925795706231,1.0000004087639993,0.2,Iris-setosa
+69,5.312269870400197,3.7025443477534177,1.5860152975496398,0.2,Iris-setosa
+70,6.108179613854603,2.740841904220409,5.027302496722614,1.513887130115043,Iris-versicolor
+71,4.522333987408632,2.3147634044363503,1.3106330220846156,0.30235814322350757,Iris-setosa
+72,7.7,2.2,6.7,2.5,Iris-virginica
+73,4.605603577726539,3.69786680089736,1.0,0.2,Iris-setosa
+74,4.920654110264688,3.249222242799536,1.302510300439268,0.2,Iris-setosa
+75,4.917311663635148,3.0540689928931575,1.4911074998193306,0.1,Iris-setosa
+76,6.555872678269387,2.948816854795573,4.977279259057212,1.6015828453767522,Iris-versicolor
+77,6.980737708483361,3.176015344174413,5.703809519142748,2.2955479123543325,Iris-virginica
+78,5.256941635418912,3.4331101679209075,2.601234623234945,0.2,Iris-setosa
+79,4.4,3.019601285490672,1.2792731360759428,0.2,Iris-setosa
+80,5.940986495693304,4.4,1.558676653536879,1.3318926378690499,Iris-setosa
+81,5.256116170639396,2.8928748757130602,4.283220320687401,1.435475862324638,Iris-versicolor
+82,6.971099238895057,3.048776057748024,5.768404153293061,2.225894874079558,Iris-virginica
+83,4.774269552997198,3.221272570965717,1.3517059969040996,0.2,Iris-setosa
+84,6.6197263968416085,2.8475579281181203,4.829929882167775,1.491054769424843,Iris-versicolor
+85,7.699996383641462,2.7525133140476026,6.699997678289794,1.973911087491206,Iris-virginica
+86,6.04043206000186,2.8699809574473667,4.305984388912869,1.2765174253831262,Iris-versicolor
+87,6.803313661137654,3.2697262696132197,5.701916105480917,2.2354849705086766,Iris-virginica
+88,6.090911712408009,2.2,5.021172653334484,1.4701982161434284,Iris-virginica
+89,5.977590085111228,4.4,1.5854331160033501,1.2761772115154704,Iris-setosa
+90,5.002568605320331,3.2373989591402026,1.2468263576639342,0.2,Iris-setosa
+91,6.602937929622042,3.213975260092493,4.4153969515458735,1.4255957263220331,Iris-versicolor
+92,6.034243675765141,3.0709227663110235,4.292377139755378,1.4812657342957218,Iris-versicolor
+93,4.911551883107045,3.2972599355330297,1.3576427161380493,0.2,Iris-setosa
+94,6.22692551292795,2.9857309113503607,5.094384581328503,1.6620359256872346,Iris-virginica
+95,5.91060915588876,2.5930849840579047,4.189434321870153,1.2598794414605248,Iris-versicolor
+96,4.9626426622223505,3.1766764473316305,1.2790647506061616,0.2,Iris-setosa
+97,4.587921249326394,3.629591981056924,1.0,0.2,Iris-setosa
+98,7.08077178632583,3.383624807472998,6.003796881389627,2.5,Iris-virginica
+99,6.535849708803718,3.0177037700245744,4.431483915271946,1.3821353710885698,Iris-versicolor
+100,6.691298355930843,2.9284065573975777,5.485919257487827,1.9052257205790495,Iris-virginica
+101,4.910728800523235,3.0792147608772846,1.4968268269342457,0.1,Iris-setosa
+102,4.608596173883928,3.4861052788431413,1.0000048595810513,0.2,Iris-setosa
+103,5.884603881703351,3.0995210741837984,4.444633018645319,1.508217430186821,Iris-versicolor
+104,5.086710280218617,3.708844341624334,1.5935199855766813,0.2,Iris-setosa
+105,5.118830894318089,3.6182776527157454,1.6509836981689565,0.2,Iris-setosa
+106,6.457561329816542,2.5895240373547486,5.063102865030288,1.6588220474489523,Iris-versicolor
+107,7.7,2.2,6.7,2.5,Iris-virginica
+108,5.392473940927837,2.998879610829033,4.180199592108657,1.4312473251303952,Iris-versicolor
+109,5.003039054311474,2.4115184314425475,3.146214627913885,1.0912106029327995,Iris-versicolor
+110,6.682231432432443,3.0178788644427463,5.558439139256936,2.0680710765268575,Iris-virginica
+111,5.635579170648149,4.39999434256346,1.486455168684357,0.38142474805991244,Iris-setosa
+112,6.297059152028099,2.6735885503880397,4.986198349058511,1.8312516117382573,Iris-virginica
+113,6.8204992503692505,3.0883715704579466,5.658838389628147,2.1082807972882724,Iris-virginica
+114,7.7,2.2,6.7,2.5,Iris-virginica
+115,6.784851048680786,3.2792470629202146,5.66377980405374,2.5,Iris-virginica
+116,6.463631442630059,3.4069865904219117,5.630308653104122,2.1216483391287815,Iris-virginica
+117,5.6123253603065315,2.6045136893254073,4.394169171431794,1.2952533308873744,Iris-versicolor
+118,5.765555462254967,2.7631681374067574,5.1313531236063685,1.8761224950232072,Iris-virginica
+119,4.884859924667702,3.0851845798310378,1.4921604579246726,0.10000011835789833,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/22/test.csv b/iris/tab_ddpm/0_1/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/22/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/22/train.csv b/iris/tab_ddpm/0_1/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/22/val.csv b/iris/tab_ddpm/0_1/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/22/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/23/synth.csv b/iris/tab_ddpm/0_1/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2c12262a0589d6ec2c1573a660bdfa908909eb4
--- /dev/null
+++ b/iris/tab_ddpm/0_1/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.944806130422704,2.5987264599676037,4.923137385284681,1.4374170795256656,Iris-versicolor
+1,6.516253515375651,3.1216333726035397,4.362482637896703,1.4523038652756735,Iris-versicolor
+2,6.19714221092544,3.3282575420115315,4.42704201318998,1.5588764838705795,Iris-versicolor
+3,4.400002391983733,3.1307471602754346,1.337291486873127,0.2,Iris-setosa
+4,7.162901043604224,2.969892761253313,6.140755159850345,1.859838586530939,Iris-virginica
+5,6.047290926735286,3.2807865725416048,4.597592537076074,1.760587655936148,Iris-versicolor
+6,5.43715679376311,4.092388238569324,1.4285058126953036,0.2,Iris-setosa
+7,7.7,2.2,6.7,2.5,Iris-virginica
+8,5.649753336913802,2.432597204066591,5.036118248527104,2.0009143443327155,Iris-virginica
+9,5.110174925079163,2.429087194675962,3.552562613556713,0.86371623787836,Iris-versicolor
+10,5.174694457371855,3.496165779408193,1.6069382388459672,0.38382465161477997,Iris-setosa
+11,5.529956511759749,3.072383827540416,4.592024229693227,1.5172528142378277,Iris-versicolor
+12,5.9079658798995585,4.4,1.5239396552871742,0.6768721003880902,Iris-setosa
+13,5.1848349306426815,3.542222128369379,1.5981151919298413,0.2,Iris-setosa
+14,6.652325169189053,2.952239377055361,4.983631530161673,1.651462206933914,Iris-versicolor
+15,6.10779911874644,2.2,4.9763735364565544,1.5139106434668206,Iris-virginica
+16,6.550977881749023,3.173540019480124,5.571853924222291,1.903575212167954,Iris-virginica
+17,4.4,3.222121494918642,1.2785443550600002,0.2,Iris-setosa
+18,6.6813722474789285,3.0091787115629614,5.022736754387208,1.7606707819962106,Iris-versicolor
+19,6.357100579690396,2.611175922936321,4.932427693070815,1.8558956046968877,Iris-virginica
+20,6.504263760251809,2.9201907212343414,4.67732649335022,1.462384233952972,Iris-versicolor
+21,5.911786361400036,2.9357917431353697,4.374204532613234,1.469512406933646,Iris-versicolor
+22,4.965500545649683,3.1221394322872458,1.4052140489542564,0.2,Iris-setosa
+23,4.4000025940928476,3.2017773296883467,1.2739980910361817,0.2,Iris-setosa
+24,5.226433957038503,2.6216445438955667,3.763379641805809,1.2904551294613307,Iris-versicolor
+25,6.667848764144144,3.2623583022861466,5.666269810754361,2.1065348705170472,Iris-virginica
+26,6.494689058894975,3.207610371994572,4.416064324874802,1.4695037657798957,Iris-versicolor
+27,6.541340024317427,2.985794587016908,4.671982581367289,1.458101939628643,Iris-versicolor
+28,5.169008414667752,3.5366127442906676,1.4288499851547072,0.2194452799238278,Iris-setosa
+29,5.962199315687399,2.945170750071574,5.230188814042908,1.6936926281864026,Iris-virginica
+30,4.4,3.094068883143956,1.2785373632228951,0.2,Iris-setosa
+31,5.136105324937246,3.512147464044078,1.2840002496119993,0.2267869703998604,Iris-setosa
+32,4.570864064876544,3.719865338508407,1.0,0.2,Iris-setosa
+33,6.767142331347887,3.1156021915880636,4.330273300187134,1.3818000381512539,Iris-versicolor
+34,6.578585062807021,3.254822053969293,5.575162988728711,2.499949779968512,Iris-virginica
+35,6.292149366173342,2.8204179914375755,4.933654537047872,1.8151933367647857,Iris-virginica
+36,5.008364832146179,3.604974697796389,1.4142485042275492,0.3751531627095228,Iris-setosa
+37,4.589657040917711,3.5858910929145096,1.0,0.2,Iris-setosa
+38,7.080255904521541,3.116913122939278,5.714776286568943,2.2738756815270205,Iris-virginica
+39,5.1155559526238825,3.4010823020716,1.5061242593106292,0.2,Iris-setosa
+40,5.675138394518033,4.4,1.4838153491799095,0.35368538494813023,Iris-setosa
+41,4.400001108466163,3.0996068998085113,1.3313423809800309,0.2,Iris-setosa
+42,5.21412767901643,3.7232495823910203,1.4137770349742538,0.33235330025763554,Iris-setosa
+43,4.5784201104169675,3.591291997070294,1.0,0.2,Iris-setosa
+44,4.8498396026079105,3.47174411737968,1.4403629347599043,0.2615158133282501,Iris-setosa
+45,7.7,2.2,6.7,2.5,Iris-virginica
+46,5.873549588524725,3.1343291112534026,4.886875236700895,1.8189390338030214,Iris-versicolor
+47,5.728041401193002,2.6863912645066597,4.092750544969467,1.2770656726738034,Iris-versicolor
+48,4.512188264537042,2.3406644560664374,1.3097644831144926,0.2717189223999579,Iris-setosa
+49,5.589282523296644,4.259925577526863,1.3213124657860962,0.2,Iris-setosa
+50,5.7380558384164,2.922299299413021,4.190078916225296,1.4340498535718598,Iris-versicolor
+51,6.165556976270509,3.027801301823339,5.09365271614465,1.8110955786150955,Iris-virginica
+52,6.194135647481188,2.711104929478503,5.085734672917472,1.8457733896660051,Iris-virginica
+53,4.561852126707268,3.584252858479116,1.0,0.2,Iris-setosa
+54,6.2593152321218914,2.4531690100291392,5.094718607611045,1.8966629490823386,Iris-virginica
+55,5.699769170382011,2.9102477390996264,5.018179554265043,1.8411744213279848,Iris-virginica
+56,6.1973065543917105,2.621292903720736,5.094077387857829,1.7967169372064464,Iris-virginica
+57,4.640546380563169,3.3973536204564736,1.3352019759799898,0.2701069201732533,Iris-setosa
+58,4.5009270243551125,2.291448665733232,1.2916765532957635,0.25863121293848207,Iris-setosa
+59,5.651633322851909,2.595096250151776,4.515422382873099,1.4364758206125,Iris-versicolor
+60,5.853166848489751,2.63971563455234,5.0001635460586655,1.9277397454387237,Iris-virginica
+61,4.917268472513451,3.148741517865977,1.5095259436139523,0.10000053097188852,Iris-setosa
+62,7.7,2.2,6.7,2.5,Iris-virginica
+63,7.36925804205986,3.3840195884813546,6.167337467526534,2.5,Iris-virginica
+64,6.58931063304461,2.8441351740789793,5.056869407983685,1.7962477053518193,Iris-versicolor
+65,6.171896746342813,2.9626314461816308,4.774017155318908,1.7673212191431655,Iris-virginica
+66,5.128126384579395,2.4516340950304,2.742525301868458,0.9798236009934137,Iris-versicolor
+67,5.1008511590119285,3.677092861685277,1.5762187668953667,0.2,Iris-setosa
+68,6.670360219520496,3.2504596004106143,5.660392336797608,1.9394009233418845,Iris-virginica
+69,5.000843607413236,3.5935299382618897,1.3467125266006348,0.21449518464465991,Iris-setosa
+70,6.712988943828461,2.820259734016724,5.581302987294279,1.8920958037961597,Iris-virginica
+71,5.668036894306188,2.531999123690283,5.031896169869148,1.9812465425379309,Iris-virginica
+72,6.3278306976300245,2.9944453855487008,4.640195994353925,1.4654335478303986,Iris-versicolor
+73,6.613142715410645,3.100338437958482,4.4935119340767535,1.4636478689952876,Iris-versicolor
+74,4.7998145711091516,2.357586033862482,3.3443477778027573,1.1778244076148727,Iris-versicolor
+75,6.0582523915185575,2.7531808627642036,4.420884173565,1.3819894040117995,Iris-versicolor
+76,6.885611255658518,3.0998261426942366,5.754929113576443,2.302240200660139,Iris-virginica
+77,4.82567269958764,2.9718333412669753,1.3261958825549904,0.2,Iris-setosa
+78,6.670449523570287,3.044913610608869,4.349109701014771,1.3809733355560554,Iris-versicolor
+79,5.438520894498104,2.94232523004844,4.490461879007088,1.4517948979247683,Iris-versicolor
+80,6.20434574609844,3.1239288554638907,4.8930002899838305,1.6563930204605435,Iris-versicolor
+81,6.082748041956021,2.6384397443534002,5.577675857846206,1.4267526353831197,Iris-virginica
+82,6.4451747508086115,2.947655634080247,5.593211779204452,1.8319540821945104,Iris-virginica
+83,5.3247626303204845,2.5914752456444172,4.063578569033075,1.295993325238036,Iris-versicolor
+84,5.572957005693061,3.0829071841555633,4.407664286993445,1.4716553139505242,Iris-versicolor
+85,6.427265533499437,3.136222477764795,5.389748920289107,1.9121522459338152,Iris-virginica
+86,4.598045280668928,3.149722572881265,1.404145898295662,0.2,Iris-setosa
+87,4.759707294308837,3.317637657765252,1.4911469967359006,0.2,Iris-setosa
+88,5.959442815020155,3.186276520623808,4.916148122009563,1.8590386222336766,Iris-versicolor
+89,7.126558112605331,3.0666461052402094,5.843879444340637,2.1896384836068803,Iris-virginica
+90,6.243208909558126,2.45836813473082,5.005407614415464,1.9257455281348477,Iris-virginica
+91,6.578103645307154,2.9675254624994465,5.563177046086427,1.7768794049642032,Iris-virginica
+92,5.6610212532657505,2.9896816279988925,4.30331060241091,1.4967469663694608,Iris-versicolor
+93,6.003792861481103,2.2,5.048869562880427,1.4707651565708846,Iris-virginica
+94,4.600065130527323,3.692992154052829,1.0,0.2,Iris-setosa
+95,4.591951209364524,3.2769211899308117,1.3656598190460112,0.2,Iris-setosa
+96,6.259195960099336,3.016277789283858,4.366484074749644,1.3177583380537867,Iris-versicolor
+97,5.619867322635649,2.7455376461690384,4.35162381489825,1.3405041286718642,Iris-versicolor
+98,6.78839987200136,3.36124226393621,5.762268090652242,2.5,Iris-virginica
+99,6.3651508410601085,2.7307880861344356,5.0082775749577575,1.6889559812623294,Iris-virginica
+100,6.290492462492392,3.085633024035901,5.301222989796385,1.7495618677484261,Iris-virginica
+101,6.910037456530301,2.923122684531864,5.589213304039645,2.046821612148346,Iris-virginica
+102,6.303316463049613,2.607612749806088,4.936617938587185,1.849517063595611,Iris-virginica
+103,6.139658161892016,3.032364664372919,4.961193922333942,1.6773625789864481,Iris-versicolor
+104,5.400769033765863,3.9799592062242364,1.4123264170901613,0.21934307191380883,Iris-setosa
+105,6.594578001868272,3.2175275411193813,5.596211669196526,1.9811103628054088,Iris-virginica
+106,6.961823802943432,3.4006741248820127,5.786033304993561,2.5,Iris-virginica
+107,4.4000021683250266,3.2752080573250493,1.316403153842381,0.2,Iris-setosa
+108,7.066653825076846,2.8123787834490344,5.884548273142069,1.8841394671993252,Iris-virginica
+109,6.397579987811293,2.771850984878979,4.971565803003407,1.732088564678302,Iris-virginica
+110,5.036576140206842,3.316061185535514,1.2964068537620306,0.2,Iris-setosa
+111,5.374198823650376,4.059831946044038,2.683004464232433,0.44794135250739825,Iris-setosa
+112,5.264798738378473,3.5668814313825483,1.4054079593754383,0.2,Iris-setosa
+113,6.224787269272637,2.9664846978430015,4.992379484022105,1.5574786632239104,Iris-versicolor
+114,6.191567246737243,2.924842191525124,5.00644562348149,1.8366728693091243,Iris-virginica
+115,4.992616344190138,3.3766031381734276,1.443484378372471,0.2,Iris-setosa
+116,5.666671487335329,2.5480791453639333,4.962163859231662,1.9918408024819463,Iris-virginica
+117,5.4963863300592655,4.384141552715783,1.4855137508020868,0.2,Iris-setosa
+118,5.0800133980227695,2.6467443363775116,3.59424487615217,1.4039630485908936,Iris-versicolor
+119,5.465265604425321,2.9357685468918886,4.312043872494025,1.4416930046109422,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/23/test.csv b/iris/tab_ddpm/0_1/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/23/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/23/train.csv b/iris/tab_ddpm/0_1/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/23/val.csv b/iris/tab_ddpm/0_1/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/23/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/24/synth.csv b/iris/tab_ddpm/0_1/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98c4f7c11c105c814897d15f7dffc61821fcc43e
--- /dev/null
+++ b/iris/tab_ddpm/0_1/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.869748466311435,3.522217418536502,1.4040561322758744,0.2908265762810564,Iris-setosa
+1,5.270383685440538,2.7729278835322893,4.2165763393355915,1.3442711488779153,Iris-versicolor
+2,6.7185996694244645,3.02361061122387,5.564220493670663,2.1118361456426475,Iris-virginica
+3,6.119587496474294,2.4983154418022666,4.9819986357447,1.916402554723529,Iris-virginica
+4,5.514694500935082,3.061312467582817,4.588271146129553,1.623539927989947,Iris-versicolor
+5,4.972777360789675,3.404519990850466,1.4037629901381747,0.2,Iris-setosa
+6,5.939387295933583,2.339387771545389,4.994567655204704,1.94349412976793,Iris-virginica
+7,7.02306116259548,3.0335268377696747,5.916298522852789,2.0320015109920533,Iris-virginica
+8,6.643715409762989,3.060897446182597,4.388098700656874,1.4563901399633548,Iris-versicolor
+9,5.567251860651842,2.918955358347963,4.272972687222005,1.3945505621926921,Iris-versicolor
+10,5.210467401480459,2.4914553326142794,3.221494139743271,1.040323620151487,Iris-versicolor
+11,5.320954122105639,2.8530638641568333,4.06154002266989,1.3035926403309783,Iris-versicolor
+12,4.911931757453463,3.0689918154589675,1.5388869433855241,0.1,Iris-setosa
+13,5.941177420431069,3.062382217227181,4.204896169004996,1.3643379383831247,Iris-versicolor
+14,6.5715534468142245,3.329217552122786,5.72406896332096,2.2897730219043764,Iris-virginica
+15,5.887821000103839,3.1227169108758717,4.402599697366194,1.5023845642362412,Iris-versicolor
+16,6.503235988947979,2.9783410964907646,5.609342920448573,1.7423266109851772,Iris-virginica
+17,5.484725029450037,2.534074068952451,4.087059132009297,1.1443165518260636,Iris-versicolor
+18,5.086899399575055,3.420483259386214,1.446822948436371,0.2,Iris-setosa
+19,6.0427543326278785,2.9032887408940526,5.002119661915672,1.7207627124362277,Iris-virginica
+20,4.567840053625195,3.5771877114718538,1.0000008621471717,0.2,Iris-setosa
+21,5.7308011968482235,2.604524275734855,5.01509302996558,2.098550338431669,Iris-virginica
+22,6.414390145574253,3.2105708117690903,4.4735414807048395,1.4746768321799855,Iris-versicolor
+23,4.4,2.8453209877613332,1.4064839477215743,0.2,Iris-setosa
+24,5.125393548636368,2.3995201069710057,3.348288911962677,1.0588365242950974,Iris-versicolor
+25,5.32866797478859,3.8366191553019773,1.4023195035091423,0.2,Iris-setosa
+26,4.595097336440776,3.5679873612346387,1.0,0.2,Iris-setosa
+27,4.609837313604648,3.5746494948843046,1.0,0.2,Iris-setosa
+28,6.628480745672268,3.326441567721423,5.642118128266631,2.259760084331219,Iris-virginica
+29,4.545495189628283,3.7362649721072136,1.0,0.2,Iris-setosa
+30,5.089187305007018,2.5880365239097634,2.761166431268073,1.3139510861912027,Iris-versicolor
+31,5.118046779468394,3.4076073095983235,1.3492901249985438,0.2,Iris-setosa
+32,6.2429789620988645,2.9237424737472213,5.302332507077002,1.753217472264154,Iris-virginica
+33,4.963284149393519,3.7467779647972987,1.4637192674715702,0.2,Iris-setosa
+34,6.739249314071695,3.2930674320676947,5.8173519352971175,2.4999966053763765,Iris-virginica
+35,4.723228842075923,3.463898003393221,1.3818895905719917,0.2,Iris-setosa
+36,5.2652986696109485,2.503757778762846,3.5322565628787217,1.0880933350275517,Iris-versicolor
+37,4.848031579202919,3.09431729124697,1.4940109561295225,0.10000025044427789,Iris-setosa
+38,6.117871608704874,3.1553274012626815,4.442438716051235,1.6675352832688484,Iris-versicolor
+39,6.045766635510967,2.712906244849598,5.172577416453345,1.7291119584030263,Iris-versicolor
+40,6.565249178910252,3.022977993223204,5.575018701653539,1.8023471816146364,Iris-virginica
+41,6.225113545197008,2.840567574050971,5.146557404138157,1.65206909322609,Iris-virginica
+42,6.209204722651096,2.922728825282451,4.920981877426088,1.6825397016778796,Iris-virginica
+43,5.3406637948449305,2.4353030574374936,3.528793160345555,0.8428350836654688,Iris-versicolor
+44,6.361422248769238,2.7510326651287906,5.002829978057645,1.6565531247680225,Iris-versicolor
+45,6.274994172122451,3.0319863609674385,4.281223590248084,1.4673314193258218,Iris-versicolor
+46,5.193847949197973,3.3880742790496567,1.6846641193803011,0.2,Iris-setosa
+47,5.996775924083085,4.4,1.5993257864056591,1.2520969254485412,Iris-setosa
+48,6.1487681006595825,2.9112844289582216,5.2759395584215,1.7478568407121642,Iris-virginica
+49,7.7,2.2,6.7,2.5,Iris-virginica
+50,5.151486493431355,3.585005630154688,1.412075218642528,0.3072378186469865,Iris-setosa
+51,5.130433164475064,3.5047166677127324,1.3331391548187306,0.3457647519318595,Iris-setosa
+52,5.1109716970217,3.598052869520919,1.4612158962711066,0.2751547716105434,Iris-setosa
+53,5.882668274194421,2.79213632213587,5.039529281893467,1.9064455509048694,Iris-virginica
+54,5.927936673531077,3.1576518689155977,4.6778436429384564,1.72968858753198,Iris-versicolor
+55,6.17214094664042,2.91468242971034,5.221877236289204,1.8339681249748034,Iris-virginica
+56,5.357234325652824,2.435509071278827,3.6136428538818453,0.947183390911048,Iris-versicolor
+57,5.378380824241458,2.9237697110287155,4.221105219122438,1.3314260681294678,Iris-versicolor
+58,6.009198572945119,2.2000004464637564,4.964043013962726,1.4980105016524983,Iris-virginica
+59,5.054297967038315,3.5401316054876504,2.1484743217103515,0.5233974997130634,Iris-setosa
+60,5.039160148291638,3.4160594833927336,1.261965980841211,0.2311040725473417,Iris-setosa
+61,6.5841678216327075,3.1585704461434196,4.411609470799453,1.466222743613758,Iris-versicolor
+62,5.197773048497155,2.457456075478088,3.1352630554391148,1.095492092288137,Iris-versicolor
+63,6.319746983379685,3.2717173010084695,4.633756215673456,1.592256880212876,Iris-versicolor
+64,4.4,3.0497080579783833,1.2951549378556344,0.2,Iris-setosa
+65,5.306525867906054,3.6544079597395953,1.3923576726359355,0.2701274034442365,Iris-setosa
+66,5.21425779782469,3.3864993066348417,1.6650083521696368,0.25142208931376553,Iris-setosa
+67,5.531003500366266,2.5671628564207056,4.068456703351161,1.310973682967179,Iris-versicolor
+68,6.664814536927547,3.1031109564451365,4.644678799614551,1.5086002638696363,Iris-versicolor
+69,4.966478270329086,3.214737430252291,1.262637178183535,0.2,Iris-setosa
+70,5.733714433074514,2.3893259305262626,4.112204412444453,0.8935767685187394,Iris-versicolor
+71,5.732378833195549,4.4,1.5443167987010344,0.8211710165689454,Iris-setosa
+72,7.7,2.2,6.7,2.5,Iris-setosa
+73,6.884579396746866,3.3121859607157313,5.733587247514149,2.5,Iris-virginica
+74,7.7,2.2,6.7,2.5,Iris-virginica
+75,5.749152272360533,2.718390023893408,5.1900679493175,1.8861632874296121,Iris-virginica
+76,6.055045310343194,3.1255455512762866,5.329286517934499,1.8529753231193071,Iris-virginica
+77,5.989045300908912,3.37597996308098,4.632520236755526,1.702945088529399,Iris-versicolor
+78,5.15421639277581,3.510542743567191,1.4079315565550727,0.24117765525123758,Iris-setosa
+79,5.8388839050379495,2.847682171770581,5.140893737799883,1.837792762679066,Iris-virginica
+80,4.400000547417599,2.861856979410403,1.4031646519736214,0.2,Iris-setosa
+81,6.603845604115442,3.317903191813071,5.760008927445207,2.3463604627793844,Iris-virginica
+82,4.574753156479194,3.6147899268762225,1.0000004721049178,0.2,Iris-setosa
+83,5.486130221782777,2.5040332822947287,3.339432215788529,1.2609462397899323,Iris-versicolor
+84,7.7,2.2,6.7,2.5,Iris-virginica
+85,5.911166341085465,2.8855906658486585,4.2023799618161615,1.330389603044232,Iris-versicolor
+86,5.7944661348527315,4.4,1.5267891446804362,0.6525225432166525,Iris-setosa
+87,5.152568402529254,2.613078485056226,3.998266508829957,1.326434652667104,Iris-versicolor
+88,5.726964573739229,3.1699017784918424,4.419832114024675,1.5356326059056433,Iris-versicolor
+89,4.631575699615323,2.5773794619715944,1.3402204149287034,0.2,Iris-setosa
+90,6.241954697070555,2.731818950727347,5.24605879423408,1.6814871972376393,Iris-versicolor
+91,5.333077960777872,3.6578568663563096,1.363691919470223,0.2798728601575485,Iris-setosa
+92,6.248079029953314,2.9264175480154404,4.935177686850205,1.750686423750749,Iris-virginica
+93,5.151044908685341,3.3702066482201194,1.5342140486909348,0.2,Iris-setosa
+94,5.8739073603866725,2.853414506909759,5.1353939784285245,1.787292723817595,Iris-virginica
+95,5.273666034325514,2.7155673633423687,3.0859491509445482,1.3853875656857884,Iris-versicolor
+96,6.508255748860529,3.0227160928384267,5.433133869436049,1.9360691841840851,Iris-virginica
+97,5.14962616771442,3.4056772355663543,1.6177810367550391,0.2,Iris-setosa
+98,5.515276264091417,3.0128127303002468,4.296252872128248,1.4549130011688611,Iris-versicolor
+99,6.554266930160597,3.2105217063600415,5.54337085701773,2.4999924635405324,Iris-virginica
+100,5.218734693722687,3.440213072606919,1.5529989599688816,0.2,Iris-setosa
+101,6.17935472818003,2.79804808885584,5.75130653423809,1.5594126517598819,Iris-virginica
+102,4.881221302329769,3.298916530616747,1.4564628398551966,0.2,Iris-setosa
+103,5.908110753250846,2.4934582786660173,5.006081746047357,1.9615729897884262,Iris-virginica
+104,6.612175376916278,3.2339913364496953,5.600393387244375,2.499986503977395,Iris-virginica
+105,6.621594732269518,3.0748690325182073,4.3441220813128325,1.3630791657956722,Iris-versicolor
+106,5.809593015960748,2.8884909308317974,5.158840357371679,2.4513604552810895,Iris-virginica
+107,5.878966736933414,2.335638163606867,4.0995285849471745,1.0939212114641463,Iris-versicolor
+108,6.465621622171168,2.621271573809103,5.115388626546317,1.9504418966623036,Iris-virginica
+109,4.8724161545356095,3.5374774165805176,1.4827160526050696,0.2483441715824774,Iris-setosa
+110,5.157061400395223,2.5157467794729915,3.1850694375326833,0.9306933411125872,Iris-versicolor
+111,4.962039486082803,3.416988117248465,1.3336491498147511,0.22456429797758007,Iris-setosa
+112,7.7,2.7823908961267003,6.7,2.038374655524502,Iris-virginica
+113,4.9288931298283325,2.3926389244396526,3.0780116154809396,1.0553765591636708,Iris-versicolor
+114,4.4,2.9501553018513382,1.4074334127611423,0.2,Iris-setosa
+115,5.694516895394345,2.6111040167027957,4.602792389631156,1.3524915737661969,Iris-versicolor
+116,5.824429121754278,4.4,1.5324276473136986,0.4739814619793843,Iris-setosa
+117,5.819412469370884,4.4,1.5975549946472378,1.0773319667441408,Iris-setosa
+118,5.309445994211506,2.52590343472347,3.7765398133613495,1.2764673332686536,Iris-versicolor
+119,5.5609490920517315,2.738600929841125,4.266660232887465,1.2797328039261588,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/24/test.csv b/iris/tab_ddpm/0_1/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/24/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/24/train.csv b/iris/tab_ddpm/0_1/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/24/val.csv b/iris/tab_ddpm/0_1/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/24/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/25/synth.csv b/iris/tab_ddpm/0_1/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..903e49fe9ada5c595d9de3141665dc765aae2e16
--- /dev/null
+++ b/iris/tab_ddpm/0_1/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.301903360237467,3.5246395370459234,1.548721707777814,0.2,Iris-setosa
+1,6.279219943538959,2.2557299570967735,4.346409913447494,1.282124925638669,Iris-versicolor
+2,4.5539902163409165,3.634483366749757,1.0,0.2,Iris-setosa
+3,7.7,2.2,6.7,2.5,Iris-virginica
+4,6.268179444953348,2.9290492410742206,5.2862470361515115,1.7847058630436026,Iris-virginica
+5,6.258135546511778,2.9045827090055876,4.786409825467806,1.4392129948513153,Iris-versicolor
+6,7.69987169715551,2.8397446382100417,6.699846979947851,1.9314684806808315,Iris-virginica
+7,5.1346519445657846,3.3657172685744032,1.4387257419165198,0.2,Iris-setosa
+8,5.184228325139828,3.870438017009081,2.05898384182513,0.39439035167552355,Iris-setosa
+9,6.009741558343185,2.2007533507171595,4.980610018309006,1.789349508900711,Iris-virginica
+10,5.260031358589097,3.549514047765265,1.4481680855506243,0.2,Iris-setosa
+11,6.284948177797085,2.3136843358193,4.424079054571392,1.2830769990361717,Iris-versicolor
+12,6.710697598469627,3.0748808578166624,4.371151228737805,1.3731614409734594,Iris-versicolor
+13,7.7,2.2,6.7,2.5,Iris-virginica
+14,6.472427706922812,3.320505330003254,5.63822062776275,2.3445190305015973,Iris-virginica
+15,6.613035905226516,3.0362335781627117,4.951902083626771,1.7256918338813718,Iris-versicolor
+16,6.8072634985226,3.24778411533208,5.635639825825498,2.25191456993258,Iris-virginica
+17,7.370895508506858,3.426193885044855,6.247048486075331,2.5,Iris-virginica
+18,6.427699695460993,2.5683802504489255,4.687896234166821,1.3942900862069154,Iris-versicolor
+19,6.774811433893275,3.12320134348949,5.590013375896381,1.995050307982792,Iris-virginica
+20,6.721248994963728,3.0208774887598433,5.84715352883139,1.8696359170725305,Iris-virginica
+21,6.793225506859519,3.1756675762427897,5.630409364338561,2.085269490887479,Iris-virginica
+22,5.951540868382664,2.9322104039800094,4.4095111586155875,1.3538053731349702,Iris-versicolor
+23,5.835539773011897,2.76951289001405,5.135129147717105,1.8891576413675715,Iris-virginica
+24,4.435478314886664,3.26901906024509,1.3976573998736166,0.25369092816065136,Iris-setosa
+25,7.699998665969936,2.821585833370458,6.699996406669302,1.974961748227677,Iris-virginica
+26,5.319521041139612,2.959764745294048,4.475934026181947,1.5072556084291882,Iris-versicolor
+27,5.378573118984876,2.405771233739217,3.7389753530829664,0.9686720720327615,Iris-versicolor
+28,5.3222095168711725,4.065420356786791,1.3252006967639525,0.2,Iris-setosa
+29,7.7,2.2,6.7,2.5,Iris-virginica
+30,7.039694036848882,2.8340191641372434,5.983213416375424,1.7799844762816743,Iris-virginica
+31,7.7,2.2,6.7,2.5,Iris-virginica
+32,5.117184531372512,3.5870502214671025,1.3975561400127443,0.34783271012601247,Iris-setosa
+33,4.998674525823406,3.3749637825604686,1.4751827280724865,0.2,Iris-setosa
+34,6.001024473540123,2.3307658319826685,4.286352071143125,1.2903557994982051,Iris-versicolor
+35,6.686135269683823,3.07202315027531,5.593093834340897,1.9944962097000267,Iris-virginica
+36,5.315437016727303,3.8985454572236904,1.4360186031698499,0.22028962215146689,Iris-setosa
+37,5.153581613290664,3.348453555830388,1.6484499223543618,0.2,Iris-setosa
+38,6.433021872416089,2.3139032987113124,4.521094453194342,1.3461829299081143,Iris-versicolor
+39,5.995403483534351,2.911882060435627,4.952429193365346,1.7661837329430514,Iris-virginica
+40,7.7,2.2,6.7,2.5,Iris-virginica
+41,6.358228994047701,3.110358720840048,4.320606563761826,1.4437191621294274,Iris-versicolor
+42,5.881601560863554,4.4,1.5761074776876765,0.9642294971866628,Iris-setosa
+43,6.42431767344265,2.6230945584677494,5.0140982590097325,1.6536092003090541,Iris-versicolor
+44,5.233812653830296,3.587283663315056,1.4821400788321866,0.2,Iris-setosa
+45,7.7,2.2,6.7,2.5,Iris-virginica
+46,5.055004956272358,3.591267939048761,1.949022206458286,0.2576492796801911,Iris-setosa
+47,5.022160865492073,3.2804784295582254,1.445067815951812,0.2,Iris-setosa
+48,5.189702651529702,2.7417043625560997,3.9267010203665587,1.388828015882988,Iris-versicolor
+49,5.374223754036455,3.550498586807607,1.653102340760918,0.2,Iris-setosa
+50,4.997029802981078,3.572481227396918,1.6930475909907634,0.2816857495697061,Iris-setosa
+51,6.200201578011176,2.6240873319415727,5.048174752729729,1.8306936131147247,Iris-virginica
+52,4.88287019528801,3.0842216200429884,1.495669095881788,0.1,Iris-setosa
+53,7.029207623640063,3.444055978681269,5.97918034278377,2.5,Iris-virginica
+54,5.007829803934406,3.3871824840895335,1.4154965893745362,0.2,Iris-setosa
+55,7.399879085253055,3.485261475943392,6.218280930086872,2.5,Iris-virginica
+56,6.603149483028849,2.90105107369293,5.73715397232985,1.810486308559863,Iris-virginica
+57,5.3904117662186115,4.089639687321982,1.415020555414961,0.2,Iris-setosa
+58,6.472625571273934,3.1161818025245234,4.497796603413017,1.482416110336051,Iris-versicolor
+59,5.376318071672118,3.9756429420164205,1.4395568796757743,0.2114430083843908,Iris-setosa
+60,5.088816308199431,3.5529700645368933,1.4209422285139137,0.3588789461304255,Iris-setosa
+61,6.614920769703884,3.2976084115018756,5.586338025403934,2.0510277006759834,Iris-virginica
+62,4.596526662750344,3.6034940627975107,1.0,0.2,Iris-setosa
+63,6.17785970431876,3.1157073789797116,4.586097426741295,1.5719105197069374,Iris-versicolor
+64,6.132528812422599,2.7393634292528577,5.289260428734403,1.5309188570606902,Iris-virginica
+65,6.648028173653219,3.318133104637798,5.801615803722707,2.4999963349936047,Iris-virginica
+66,6.395049258838158,3.1479553606637993,5.51019620789244,1.8355469299499905,Iris-virginica
+67,4.643039655282846,3.5714447632047945,1.0,0.2,Iris-setosa
+68,6.666587759185342,3.214701730952297,5.580569251381251,2.499932363172769,Iris-virginica
+69,6.281115025405385,2.5611232547199454,5.033448895908028,1.8358585067707596,Iris-virginica
+70,5.454825530350231,4.393791654120335,1.4689179726768262,0.2440578869035286,Iris-setosa
+71,6.737099685429731,3.081513524833967,4.3828204084473645,1.4101658273831015,Iris-versicolor
+72,4.670021800899694,3.5618949919949228,1.0000027813311136,0.2,Iris-setosa
+73,5.3497700797777865,3.6080860731323567,2.260505522672881,0.43751752349457546,Iris-setosa
+74,4.9003799863748645,3.0650380613172015,1.491384825993238,0.10000016185668176,Iris-setosa
+75,6.298163465635627,2.6878954125864336,5.058535489743415,1.6575553499403008,Iris-versicolor
+76,5.2631511373699595,3.602330880584136,1.3297635424223873,0.2,Iris-setosa
+77,7.7,2.2,6.7,2.5,Iris-virginica
+78,6.238485423889986,2.933281072738808,5.127522920646316,1.7481875983156208,Iris-virginica
+79,6.461889306442487,3.1536990966803646,4.566621336596085,1.4544347176679762,Iris-versicolor
+80,6.263105781394339,2.4448205261761324,4.8782323898154765,1.4865344465817822,Iris-versicolor
+81,6.794605416790507,3.3105240091026835,5.835543302440672,2.5,Iris-virginica
+82,6.3515762063044265,2.5211688677724187,4.938814733256907,1.8988396784885202,Iris-virginica
+83,4.956821725552543,2.389904614209299,3.1146588558656343,0.9339383955132367,Iris-versicolor
+84,6.064479593098213,2.5702639024017557,5.723021024230444,1.3397845275145586,Iris-virginica
+85,6.547338098808589,3.022228224386133,4.382437156486872,1.4066942719689703,Iris-versicolor
+86,6.230086621694857,3.180823044317344,4.484076155914149,1.4996858907043569,Iris-versicolor
+87,4.957660582104102,3.2757193844843453,1.4032539714484618,0.2,Iris-setosa
+88,7.7,2.2,6.7,2.5,Iris-virginica
+89,7.039184440542545,3.075824294120805,5.584174708660699,2.2188157141228855,Iris-virginica
+90,5.954807150976463,3.285647122324191,4.710710565371082,1.694239336100236,Iris-versicolor
+91,4.992731675117487,3.543922605179502,1.6127979811869935,0.4423933274071563,Iris-setosa
+92,6.762625298358614,3.289658382966857,5.864526484170922,2.5,Iris-virginica
+93,5.375494228508336,3.611044974207182,1.4857671394692344,0.2,Iris-setosa
+94,6.8956245306061925,3.2140262445344905,5.6765614109919325,2.30051967381522,Iris-virginica
+95,4.917989301652955,3.167182217754196,1.475095810986115,0.1,Iris-setosa
+96,5.250085985422981,3.5849514916751937,2.943454087624996,0.37344668550395443,Iris-setosa
+97,4.494104508414263,2.3449350793938235,1.2991604541776283,0.27574149076611837,Iris-setosa
+98,5.774722543688628,2.851667826582562,5.060779115397111,1.8708653928420422,Iris-virginica
+99,5.233029584227522,3.5242335596173957,1.5721256754484012,0.2,Iris-setosa
+100,6.537811025233246,2.9394821527900894,5.182786966728528,1.844434854018141,Iris-virginica
+101,5.544886459113349,3.054504619395201,4.420742800314067,1.5912473775683715,Iris-versicolor
+102,5.457956846595021,2.530406758177613,4.043014018621255,1.175814534251461,Iris-versicolor
+103,6.191948768725682,2.8855174303536617,5.263023340958647,1.712632096893497,Iris-versicolor
+104,5.287598180208334,4.06041940904366,1.446420305703061,0.2,Iris-setosa
+105,5.937188675719956,2.2000005253054247,4.968985774612101,1.4851414165213241,Iris-virginica
+106,5.03822885493638,3.58216823686433,1.859304815818626,0.27257294965226864,Iris-setosa
+107,4.977465980525817,3.2378735610336618,1.4165290050086699,0.2,Iris-setosa
+108,4.653357220701289,2.5509235244936885,1.366614002757545,0.2,Iris-setosa
+109,5.3955687365065375,4.099310633463885,1.4167598708402425,0.2,Iris-setosa
+110,5.120951781611435,3.3680531772562916,1.4002244701912474,0.2,Iris-setosa
+111,5.314778828068206,3.5874594963215176,1.4541954252459754,0.2,Iris-setosa
+112,5.836691142882799,3.15470632900042,4.7249833591122234,1.6791171580502464,Iris-versicolor
+113,7.7,2.2,6.7,2.5,Iris-virginica
+114,6.240434927861904,2.818434193856768,5.536244209594594,1.6358519283822746,Iris-virginica
+115,6.5254508958719715,2.8370103832512084,5.09953128316913,1.8017961876959958,Iris-versicolor
+116,5.321313547122365,2.8035752217227956,4.129460543720157,1.3605870284757402,Iris-versicolor
+117,5.382983616934985,2.7308493462004457,4.160918633639624,1.3312616444332925,Iris-versicolor
+118,5.539730840454482,3.0107290442522565,4.432253972464345,1.4573401836574653,Iris-versicolor
+119,5.943578840490992,2.9484535821457762,4.9819046581999595,1.8014612070719236,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/25/test.csv b/iris/tab_ddpm/0_1/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/25/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/25/train.csv b/iris/tab_ddpm/0_1/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/25/val.csv b/iris/tab_ddpm/0_1/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/25/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/26/synth.csv b/iris/tab_ddpm/0_1/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..562dd7152f7d0baa1dc4561edf4b559379e35bec
--- /dev/null
+++ b/iris/tab_ddpm/0_1/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.287032010180116,2.4511405350191304,2.9496802537159548,1.103923721586027,Iris-versicolor
+1,6.293863213600329,3.0994174526854765,5.466933239836667,1.8034939965145669,Iris-virginica
+2,5.4181092811829,2.950208907013378,4.467882027226669,1.4835636318867913,Iris-versicolor
+3,4.400000478500023,2.8773953465367863,1.403342474707624,0.2,Iris-setosa
+4,6.56217150393972,3.360137113897437,5.67807000819644,2.3978175699236033,Iris-virginica
+5,6.741436675238068,3.2262836814177445,5.6782216898598445,2.2385685972067058,Iris-virginica
+6,6.62572398575854,3.3009262856339916,5.638830976783076,2.367885776442998,Iris-virginica
+7,5.994734918078522,4.4,1.640557604896217,1.2653373470717126,Iris-setosa
+8,6.422100436599251,3.404395233041266,5.790397112422346,2.2887887242106375,Iris-virginica
+9,5.079266554992523,3.571298320342877,1.517421744922708,0.370457575972132,Iris-setosa
+10,4.400000796342835,3.004547741036837,1.3413189374775079,0.2,Iris-setosa
+11,6.185582938125627,2.3097242813852845,4.264696240550728,1.3114306750483469,Iris-versicolor
+12,5.013333505874809,3.509736321680452,1.5538800500860626,0.3481420263088983,Iris-setosa
+13,5.011199238725983,2.445864895099725,3.182862493446776,1.0979053240977223,Iris-versicolor
+14,5.168971112389513,3.5121323164598675,1.4523490508693282,0.2,Iris-setosa
+15,5.443426562029197,3.9336945170267983,1.4045755491402674,0.2,Iris-setosa
+16,5.079250903766675,3.443055291061173,1.4186637693156152,0.3444203280563528,Iris-setosa
+17,4.535375748592959,3.3074590228598115,1.4410736577141128,0.26550585850158315,Iris-setosa
+18,5.294254374006217,2.916089851517642,3.9548579383406244,1.436497293287748,Iris-versicolor
+19,4.694928390898605,3.2523435163112313,1.488679581345342,0.2,Iris-setosa
+20,7.274869727715943,3.49227303591648,5.836289640988859,2.5,Iris-virginica
+21,4.998717296366108,3.576018046368433,1.6515060289309968,0.20309461207006582,Iris-setosa
+22,4.59424644017246,3.5947971438683233,1.0,0.2,Iris-setosa
+23,6.493365850803764,3.1991262364818875,5.491961105256601,1.8766462028784898,Iris-virginica
+24,6.326559990745345,3.1262454049242265,4.377160325662567,1.3677925447223616,Iris-versicolor
+25,6.687157559046808,3.331117477016921,5.692813228142484,2.32191272307476,Iris-virginica
+26,5.840411424937755,2.3773369155363357,4.103565304966302,1.2752612347742018,Iris-versicolor
+27,4.49792247629337,3.123702734323824,1.4156035368322264,0.2,Iris-setosa
+28,4.632966371894923,3.5841371620840783,1.0,0.2,Iris-setosa
+29,5.889248199575992,4.4,1.5268668768401619,0.9343793234539307,Iris-setosa
+30,6.485908146696758,2.8062776779270755,4.966309763032921,1.5475347256258716,Iris-versicolor
+31,6.276487961811539,2.655495112471815,5.311978742398366,1.6599263628042635,Iris-virginica
+32,5.767074061074419,4.4,1.4957836688489543,0.998682703953774,Iris-setosa
+33,6.0875568334229575,4.4,1.552908750850367,1.3118880138656723,Iris-setosa
+34,6.343642771941035,2.991247453059866,4.425602042578337,1.353220349977269,Iris-versicolor
+35,5.999732830244306,2.5786390144251676,5.497860518910529,1.5097206191693426,Iris-virginica
+36,4.8852218579949485,3.3461577502492634,1.3222838738859135,0.2,Iris-setosa
+37,5.812894576265438,2.6576699290461305,5.073472624603339,1.9820133140097707,Iris-virginica
+38,5.373400346443192,3.8116544615659502,1.2298504492584927,0.34782061604831316,Iris-setosa
+39,6.520887477246546,3.2635816901929644,5.499912693720446,1.9484096565752373,Iris-virginica
+40,6.68196888661937,3.293478569933058,5.589585677623916,2.3068751332986186,Iris-virginica
+41,5.952735836761167,2.2,4.9733873305568705,1.4772432874180699,Iris-virginica
+42,4.9538568509536285,3.5444456491693943,1.3904924142712494,0.37934710756623824,Iris-setosa
+43,7.7,2.2,6.7,2.5,Iris-virginica
+44,6.2185303976264885,2.8787337161078486,4.9598371827363925,1.5964408110616026,Iris-virginica
+45,5.0415499844406115,3.8772675088501636,1.4581150641008,0.2,Iris-setosa
+46,7.7,2.2,6.7,2.5,Iris-virginica
+47,4.997489597141736,3.195291259417541,1.2603139000190227,0.2,Iris-setosa
+48,6.153661728645331,3.3052050433592086,4.549159485299286,1.6346805042444772,Iris-versicolor
+49,5.828851930310403,2.945931898244632,5.119818458281375,1.828839361152854,Iris-virginica
+50,6.832279665679332,3.3336068320359593,5.849911755019205,2.5,Iris-virginica
+51,5.002459455261522,2.4544455966983167,3.0243188109547794,1.1291408904939213,Iris-versicolor
+52,6.195817540275139,2.3674798620405717,4.5708303062770765,1.376519653103441,Iris-versicolor
+53,6.601603831270723,2.9650826700256077,4.341479028719797,1.3148749211767805,Iris-versicolor
+54,7.7,2.2,6.7,2.5,Iris-versicolor
+55,4.852469305303069,3.6007180839090065,1.5895183580747063,0.2,Iris-setosa
+56,4.539474546335584,3.570244658374516,1.0000007699280629,0.2,Iris-setosa
+57,5.59730143870092,2.629116254081579,4.25802538214951,1.2905549790042687,Iris-versicolor
+58,6.872876011143706,2.9808167892171205,5.602689730538571,2.177235664819533,Iris-virginica
+59,5.544492817303996,2.3530993664841344,3.4894711157436125,0.9188306566625671,Iris-versicolor
+60,4.838286469281111,3.1378586966504756,1.487315336792165,0.1,Iris-setosa
+61,6.264534535275068,2.8188259081679807,4.931344304331124,1.7661286031052545,Iris-virginica
+62,6.362208014672525,3.1301080796810923,4.622691654684594,1.5263483611356485,Iris-versicolor
+63,6.861183111061297,2.9160570288901417,5.551613496228352,1.9472274304475679,Iris-virginica
+64,4.825847512451724,2.3951660199524016,3.237259581196283,0.76369522250073,Iris-versicolor
+65,6.487240336179613,2.8015718899244337,5.4073574991085875,1.8653219204279685,Iris-virginica
+66,6.119653904254756,3.0986255416718165,5.084469024724471,1.8307896402912918,Iris-virginica
+67,4.533680318134945,3.7004816442286375,1.0,0.2,Iris-setosa
+68,4.738606045917231,2.3862398671436043,3.5663573385728897,0.9313509773971398,Iris-versicolor
+69,6.174628589665716,3.0557841068216125,5.412153402513452,1.7875111799553847,Iris-virginica
+70,6.626405726537213,2.9135860865377157,5.595947859433059,1.8406757174024206,Iris-virginica
+71,5.050024724357161,3.4775663947437043,1.5787989545302052,0.9395565593667979,Iris-setosa
+72,6.599032944150149,3.029679089313269,4.983177828617776,1.7667479958503007,Iris-versicolor
+73,5.9851749923496245,3.2876448457918555,4.627183804622141,1.6058383174518647,Iris-versicolor
+74,4.574536980439339,3.687202188468777,1.0,0.2,Iris-setosa
+75,5.050557266555679,3.229377871856064,1.2357354587425327,0.2,Iris-setosa
+76,4.580262544193162,3.6019797026018447,1.0000004307728132,0.2,Iris-setosa
+77,5.896754452717969,3.0271178476866027,4.240137092711471,1.4562792356563614,Iris-versicolor
+78,4.509184498361241,3.2069545448978065,1.3908038060004966,0.2,Iris-setosa
+79,4.8824386590817195,3.1158434593741897,1.5099157581382008,0.1,Iris-setosa
+80,7.7,2.2,6.7,2.5,Iris-virginica
+81,4.6079063711947175,3.600172680717813,1.0000009742803408,0.2,Iris-setosa
+82,4.919861653007,3.114561990123647,1.490672163358752,0.1000004378626938,Iris-setosa
+83,5.114903727923031,3.6875071293184716,1.4559590881032616,0.3931237262440801,Iris-setosa
+84,4.617995063241928,3.590804899455077,1.0,0.2,Iris-setosa
+85,6.19605690445614,2.6830495845208873,5.413466920884434,1.4492275600200442,Iris-virginica
+86,6.400625263803276,2.7726599799462908,5.028854366818589,1.5185831321309742,Iris-virginica
+87,6.25287428911119,2.3601071885926963,4.502984334701792,1.3151973459457345,Iris-versicolor
+88,4.574126403939138,3.568385501179795,1.000000514319516,0.2,Iris-setosa
+89,5.690584756354588,2.6198647210879695,5.057442949008554,1.923482602694284,Iris-virginica
+90,5.712721001689152,2.5416940076192764,5.045879468015653,1.9912853747752333,Iris-virginica
+91,4.582361056443102,3.573534329348817,1.0,0.2,Iris-setosa
+92,7.7,2.3983805832945144,6.7,2.419210913597343,Iris-virginica
+93,5.01821330871115,2.4476088260197395,2.711614595031846,1.0611307931226692,Iris-versicolor
+94,6.6245102859799045,3.051465417705905,5.622526587033769,1.93806333155338,Iris-virginica
+95,5.856743523694669,2.9158586603740475,5.226914809573441,2.495636125195193,Iris-virginica
+96,6.164489971249467,2.8149911403952976,5.007536820859727,1.7931307735845192,Iris-virginica
+97,5.859064626539647,3.0566457347839595,4.458354475772345,1.392566124377371,Iris-versicolor
+98,5.2597442081075165,2.734777539255847,4.065193008143505,1.3032646386373885,Iris-versicolor
+99,5.936494195335426,2.7196743513540578,5.39044466689971,1.7941517168946421,Iris-virginica
+100,6.252297198983946,2.7576141099383054,4.909006857516064,1.7520882923158154,Iris-virginica
+101,4.400000840921703,2.8976627680101847,1.393736529816658,0.2,Iris-setosa
+102,6.136050340048488,2.8244583040482514,5.546325439348786,1.7630543545549326,Iris-virginica
+103,6.072287434759233,2.4750484463583966,4.985636410501489,1.9649304031180252,Iris-virginica
+104,6.193153435254543,2.5996672549691073,5.014544221803505,1.5075341197485637,Iris-versicolor
+105,6.133543391857254,2.7840763495438,5.3914595490906905,1.4638176481478842,Iris-virginica
+106,6.333915339649787,2.851671982822376,5.096692724870271,1.6552728591308854,Iris-versicolor
+107,4.596314440314382,3.590841618502947,1.0,0.2,Iris-setosa
+108,5.925121263537274,3.0026944350139573,4.9639561452364935,1.7749285746969317,Iris-virginica
+109,6.120106004778066,4.4,1.6915815894041697,1.3119540952023523,Iris-setosa
+110,5.056096526217912,3.467902233415795,1.6158855973774235,0.24273789297451526,Iris-setosa
+111,6.384980867221478,3.2313777938682833,4.447307740295678,1.4943167934163177,Iris-versicolor
+112,6.023371070931952,2.35991956460313,4.346074390589422,1.2606826143972212,Iris-versicolor
+113,6.022767277936102,3.398574130643358,4.462472158638065,1.6221851964338285,Iris-versicolor
+114,6.183276138231648,2.8172411106750705,5.597704744792201,1.662474088717112,Iris-virginica
+115,5.012319445668829,3.232626912356831,1.2696015066930024,0.2,Iris-setosa
+116,5.9698327908575495,2.7773832734528234,5.150758381977267,1.8371381412380594,Iris-virginica
+117,5.126555012353116,2.430879771652241,3.258672030518556,1.063664852384727,Iris-versicolor
+118,5.03606349978275,2.4759607595007624,2.8130354092449874,0.9597166144150652,Iris-versicolor
+119,4.400000528930799,3.0893099358177105,1.3417221570113456,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/26/test.csv b/iris/tab_ddpm/0_1/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/26/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/26/train.csv b/iris/tab_ddpm/0_1/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/26/val.csv b/iris/tab_ddpm/0_1/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/26/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/27/synth.csv b/iris/tab_ddpm/0_1/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..345736294eba281a4e221de12e5e72f3f511b062
--- /dev/null
+++ b/iris/tab_ddpm/0_1/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.619063537628183,3.196228384253937,5.800232968085242,1.9645358945149864,Iris-virginica
+1,4.784024279138541,2.9520692032734916,1.4161586829133808,0.2,Iris-setosa
+2,5.841914712875779,4.4,1.5841368444043147,0.610871868237145,Iris-setosa
+3,5.90221192476919,2.9673182468173955,4.299020174744284,1.4140587137954708,Iris-versicolor
+4,4.930038779742586,3.079511917467657,1.498642738342366,0.1,Iris-setosa
+5,7.6767116066291035,2.9054304087716525,6.6753753399842966,1.8937530210691937,Iris-virginica
+6,4.4984138609097135,2.9769435183295854,1.3642113727554293,0.2,Iris-setosa
+7,6.316609029273978,2.299543394980426,4.541580825570366,1.3281878897722013,Iris-versicolor
+8,4.934939385899686,3.4698272434966224,1.44850542133272,0.2,Iris-setosa
+9,6.075168918674274,4.4,1.6372104542299202,1.353705108405381,Iris-setosa
+10,4.907833362763137,3.4863475777753212,1.4542398345833136,0.3051388909779053,Iris-setosa
+11,4.62524663976224,3.6006292742337056,1.000002022895857,0.2,Iris-setosa
+12,5.62409143224169,3.0473421714176343,4.665887153014526,1.5463880354196304,Iris-versicolor
+13,4.85002767635661,3.341690780528749,1.3951853302450254,0.2,Iris-setosa
+14,6.410015135191379,2.4878864469703967,4.405655288667184,1.343016491041282,Iris-versicolor
+15,6.1585192391591095,3.012876411133493,5.536850629004269,1.832351214253832,Iris-virginica
+16,7.152456808373895,3.3453146261178697,5.74555657994391,2.5,Iris-virginica
+17,6.031555413195507,3.3259950757049594,4.531246965625026,1.6738543975306528,Iris-versicolor
+18,4.4,3.0546777959024958,1.344439651274408,0.2,Iris-setosa
+19,5.857471749408161,4.4,1.521878476771084,1.324755438029964,Iris-setosa
+20,5.10284868681646,3.848836830064498,1.6769647971013466,0.2,Iris-setosa
+21,6.463872800038481,2.6013096682194785,5.168371805274431,1.9244716123950067,Iris-virginica
+22,5.211086170791005,3.558380985344109,1.5735286342436452,0.2,Iris-setosa
+23,5.973747833366481,3.2375764099797997,4.45284496049038,1.6559056869449744,Iris-versicolor
+24,5.828658586360276,3.228453662995711,4.602554176505882,1.7613905781918835,Iris-versicolor
+25,6.043027904883789,2.200000319912915,4.980798780301015,1.4668587492032237,Iris-virginica
+26,6.0075979094998315,2.961938429911024,4.211438232675512,1.3527277055775904,Iris-versicolor
+27,4.766746238629163,2.4081610641833393,3.3739956998656915,0.9867044149107926,Iris-versicolor
+28,5.662893954447893,3.062177492685854,4.317746111187401,1.411561477109927,Iris-versicolor
+29,6.879223177119298,3.3277035244816524,5.860099181271226,2.5,Iris-virginica
+30,7.7,2.2,6.7,2.5,Iris-virginica
+31,6.491765462171805,2.8297276671777354,5.215666680240694,1.9356507604486886,Iris-virginica
+32,5.555851354188138,2.7849560575671792,3.821142410678389,1.2891626792040123,Iris-versicolor
+33,4.675731423211647,3.4695701442149915,1.4108315427313007,0.3080331904024419,Iris-setosa
+34,5.05467658974081,3.627837352934392,1.5387182532242996,0.2,Iris-setosa
+35,5.513668375200758,4.0882751978743785,1.3153843621556593,0.2861598054022666,Iris-setosa
+36,5.304735883623132,2.842946235431803,4.164967563614255,1.4478283394049292,Iris-versicolor
+37,5.774976617645283,2.4312399701128045,4.248865078063622,1.0410436749974643,Iris-versicolor
+38,7.7,2.2,6.7,2.5,Iris-virginica
+39,6.4373516565880795,2.9487966241693986,4.904652473025737,1.6145888218498357,Iris-versicolor
+40,5.027984086742548,3.3460452399790594,1.4826308400733403,0.2,Iris-setosa
+41,5.921055756551844,3.2584682742946054,4.701988142670173,1.6867985639365177,Iris-versicolor
+42,4.9223778479773515,3.4999404652192556,1.3819101022980227,0.2658691192698983,Iris-setosa
+43,6.207107415014234,2.648135148414374,4.965976449285657,1.8448850114254125,Iris-virginica
+44,4.516204250154067,3.5890642840585696,1.0,0.2,Iris-setosa
+45,5.999262246448448,3.3930822562601284,4.398048606644109,1.5707103437026357,Iris-versicolor
+46,7.6974891924296,2.869044970032695,6.696789987005875,1.921763489461542,Iris-virginica
+47,6.3063069440771775,2.755520653829871,5.059343576358678,1.6891717852308852,Iris-versicolor
+48,4.555054531640896,3.601634283076459,1.0,0.2,Iris-setosa
+49,7.7,2.7404336458916077,6.7,2.0147794578414113,Iris-virginica
+50,5.2204063111572125,3.590554969868304,1.2819332561590109,0.2,Iris-setosa
+51,6.9405550682215225,2.988775379354953,5.677535946286107,1.9923000272638511,Iris-virginica
+52,4.997912746440511,2.4861494127912818,2.626416273576277,1.2487347449323596,Iris-versicolor
+53,6.2333364536345215,2.7027896797231166,5.717671801436142,1.5525302908637464,Iris-virginica
+54,5.760210521835309,4.4,1.524891053605119,1.2969206206642139,Iris-setosa
+55,7.7,2.2,6.7,2.5,Iris-virginica
+56,5.020924147397615,3.231640003201735,1.3143826532766345,0.2,Iris-setosa
+57,5.14754455324005,3.4207064943786287,1.287663012752358,0.2597374577718699,Iris-setosa
+58,4.591804572749283,3.605888945904604,1.0000007911874098,0.2,Iris-setosa
+59,6.280735305013754,3.04717297614272,5.4148308379455585,1.7811726191644666,Iris-virginica
+60,6.5933775882993135,3.072547534330118,5.58217439955034,1.96036043935443,Iris-virginica
+61,7.7,2.20020381749896,6.7,2.499998214210133,Iris-virginica
+62,6.6519451966090095,3.1316904922176945,4.339385077600907,1.3985375055732634,Iris-versicolor
+63,5.624590344745786,4.4,1.4911019637922296,0.37445517552700625,Iris-setosa
+64,5.346545719003804,3.294420614442863,1.6891877184261037,0.2,Iris-setosa
+65,5.838074823863443,2.668224649188066,5.0341466181109755,1.9402484287219117,Iris-virginica
+66,6.524757728789461,2.716847715328572,5.228613825894404,1.9320770561225091,Iris-virginica
+67,7.104253512368022,2.9053686908163647,6.1156223356473305,1.8381508966400049,Iris-virginica
+68,5.953716937545315,4.4,1.5396176530017451,1.357702758608891,Iris-setosa
+69,5.118280345943607,3.694176047997897,1.4060802998553488,0.29418570971684266,Iris-setosa
+70,6.416982889689269,3.1740361656177543,4.618670772824458,1.508542362651031,Iris-versicolor
+71,5.121173563017279,3.706974164454802,1.619802579004046,0.25556391298008796,Iris-setosa
+72,5.1756856790776835,2.5901039376234527,3.4047927104035995,1.3224769745319305,Iris-versicolor
+73,7.7,2.2,6.7,2.5,Iris-virginica
+74,5.901186320577156,2.675545381272653,5.47975454176011,1.6414180395928442,Iris-virginica
+75,6.307193280848104,3.438724116799497,5.678642666735784,2.3151549894976973,Iris-virginica
+76,6.4242337282400435,2.991092817676749,5.67342467100366,1.7483441770992618,Iris-virginica
+77,5.407453102061859,4.005358248153466,2.4654539358041125,0.6274900228940229,Iris-setosa
+78,6.29027453537382,2.897932585568208,5.074709398550244,1.7131983744559796,Iris-virginica
+79,4.400001881738217,2.972145747424508,1.4009517705016792,0.2,Iris-setosa
+80,4.728643299051075,3.577078926329245,1.0000020919096875,0.2,Iris-setosa
+81,6.037666287444288,2.9877825028311022,4.378483561962446,1.2810327618624002,Iris-versicolor
+82,5.549994634593939,2.526283772884896,4.186951408458878,1.2670329637306827,Iris-versicolor
+83,5.468179884764762,4.399911063655836,1.4717312456446545,0.3283710605631482,Iris-setosa
+84,5.519540734519475,4.174405698701387,1.4055712615850466,0.2,Iris-setosa
+85,5.870194167515075,2.9381183569377507,4.425876403712875,1.3472949159589311,Iris-versicolor
+86,5.973724032096571,2.9296744305638773,5.544783460821936,1.6925712923527676,Iris-virginica
+87,4.935731647598454,3.2035346517313346,1.293471211118981,0.2,Iris-setosa
+88,4.4000004801719586,3.1064325659983596,1.3681012423272767,0.2,Iris-setosa
+89,6.1436518945131295,2.5475572598626717,4.311756449540213,1.2960969207999256,Iris-versicolor
+90,7.7,2.2,6.7,2.5,Iris-virginica
+91,6.510453136739637,3.275536799266416,5.611158189688925,2.499787316035116,Iris-virginica
+92,6.246824313379377,2.770319010560322,5.036854661524625,1.5839213597596131,Iris-versicolor
+93,6.70484964048124,3.361583521224658,5.803110993243069,2.5,Iris-virginica
+94,4.861781082786054,3.039953229186508,1.5717504993371447,0.1,Iris-setosa
+95,4.670594083038917,3.080166846555769,1.375833869847562,0.2,Iris-setosa
+96,6.274276916777437,2.3222605638384635,4.456597750226034,1.3375247413803415,Iris-versicolor
+97,6.499469007034139,2.841865176207831,5.508994064299991,1.67038184421047,Iris-virginica
+98,4.400000674714719,2.8063340663530827,1.4033606276860815,0.2,Iris-setosa
+99,5.389307043573161,3.5927895776185474,1.628470605056728,0.2,Iris-setosa
+100,7.7,2.592755016783159,6.7,2.202728127728845,Iris-virginica
+101,6.300367115420044,3.0178872505964778,4.154446856212977,1.3406431524760445,Iris-versicolor
+102,6.37077672931863,2.9473619587601254,4.482864494346711,1.4360025748217735,Iris-versicolor
+103,5.157503248728843,3.5944863400240235,1.4055172295010299,0.2,Iris-setosa
+104,6.378726318932459,2.490872923685483,4.995572943401001,1.8732356592858892,Iris-virginica
+105,5.734428454807207,2.6470852989981646,5.062201501426991,2.2336283759088795,Iris-virginica
+106,5.172183580728197,3.921844519997041,1.6712158636032601,0.33099198577083666,Iris-setosa
+107,4.895125323438885,3.0789539659281857,1.4717490765515975,0.1,Iris-setosa
+108,6.344808523209129,2.589911715644523,5.006889149027477,1.5683283523358027,Iris-versicolor
+109,5.094328382474678,3.3598367159198275,2.2453439673800846,0.4840499531343838,Iris-setosa
+110,6.461705239326101,2.82407605374834,5.532715289290598,1.901427775986831,Iris-virginica
+111,5.599874816615636,4.25139681689965,1.2818048289314108,0.35414570277228136,Iris-setosa
+112,6.555831768105446,3.041050808418257,5.583570977219434,1.8771014711080856,Iris-virginica
+113,4.581641864884535,3.609441621302932,1.0,0.2,Iris-setosa
+114,4.606546328627218,3.554873096912109,1.0000009424459586,0.2,Iris-setosa
+115,5.007421065993114,2.434156595416094,3.0993001832169385,1.0664486485654114,Iris-versicolor
+116,6.1734754466343205,2.489248122625851,4.490648701312923,1.3252456715193106,Iris-versicolor
+117,5.318031079582875,3.372655179560094,1.8209099156135207,0.2,Iris-setosa
+118,6.419725479021995,2.643535412450295,4.96487550552269,1.6413485920719995,Iris-versicolor
+119,4.914832687862034,3.4838873148972986,1.4170378081824184,0.34965530144465984,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/27/test.csv b/iris/tab_ddpm/0_1/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/27/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/27/train.csv b/iris/tab_ddpm/0_1/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/27/val.csv b/iris/tab_ddpm/0_1/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/27/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/28/synth.csv b/iris/tab_ddpm/0_1/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3cd2c9decec97d9f8c9a78d57af56895dbb07f4
--- /dev/null
+++ b/iris/tab_ddpm/0_1/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.501265424800932,4.097788163928787,1.3179179111414792,0.2450570983863662,Iris-setosa
+1,6.235162638380634,3.0737604821056204,4.581965855852125,1.5119415761165467,Iris-versicolor
+2,6.015776181761927,2.992687977576198,4.941183474023823,1.7341218846211837,Iris-virginica
+3,4.56576160253448,3.592775822788815,1.0,0.2,Iris-setosa
+4,5.270399677296992,3.536353790714,1.5787825433930016,0.2,Iris-setosa
+5,6.261583918103413,2.3191104639611977,4.221170212656516,1.2819782954192944,Iris-versicolor
+6,5.172550995268632,3.3610771243849866,1.4782779065673612,0.2,Iris-setosa
+7,6.562838887148911,3.002306544386702,5.608190480158895,1.7668051736220167,Iris-virginica
+8,6.060755857978034,3.3207645278838815,4.566005506840685,1.6357433584082337,Iris-versicolor
+9,5.372602608005633,2.5052423810474367,4.0537044525822346,1.0584955105946074,Iris-versicolor
+10,5.925640864869361,3.1897157115608237,4.91568776578771,1.811488488470911,Iris-versicolor
+11,5.492442973984504,4.21084913145808,1.4021970392645813,0.2,Iris-setosa
+12,6.046732146140365,2.9602908123700766,5.011904294634107,1.8068875208770232,Iris-virginica
+13,6.668400268913452,3.3264244522177377,5.619887048415296,2.4999982939902265,Iris-virginica
+14,7.7,2.200003340326731,6.7,2.5,Iris-versicolor
+15,6.197290014519116,2.9553163557496553,4.7857114117070285,1.735669853467019,Iris-virginica
+16,4.62486561717406,3.647073797034449,1.0000004544319758,0.2,Iris-setosa
+17,5.116883287774207,2.484364530953795,3.5815721619085235,1.1688586276811535,Iris-versicolor
+18,6.26744263743444,2.743862439291235,5.075847069822406,1.531532486663187,Iris-virginica
+19,7.079850161272354,2.940927770720552,6.15538505286828,1.8161614615545474,Iris-virginica
+20,7.7,2.2,6.7,2.5,Iris-virginica
+21,7.050642331431685,2.8928686480427537,6.0763160228092215,1.685903720049847,Iris-virginica
+22,6.993079602451318,2.9331715280054342,5.820978521310159,1.9528692908969179,Iris-virginica
+23,6.970712517805567,3.1175194722581665,5.802327867669089,2.201144163548287,Iris-virginica
+24,5.743903319940806,3.0847427755420815,4.8049357850184204,1.5726846237673484,Iris-versicolor
+25,5.901063436721299,2.6832436044877204,5.0282509175909365,1.8850230954813234,Iris-virginica
+26,5.043160111065518,3.412131704176673,1.4130038290871196,0.2,Iris-setosa
+27,5.152502486756439,2.4604537339950516,3.3658099688710834,0.8863349203142413,Iris-versicolor
+28,5.915813266093682,2.5007475549531666,5.010773730159839,1.9694451677865654,Iris-virginica
+29,6.010755166345152,3.0445474778916153,5.371780685830509,2.2443581641945056,Iris-virginica
+30,6.389318620692114,2.563932516946316,4.934935123722767,1.490924285402118,Iris-versicolor
+31,4.627522302528547,3.559501530451435,1.0000020506541691,0.2,Iris-setosa
+32,7.220013066839552,2.8907361076319296,6.214897914204508,1.8488242749650712,Iris-virginica
+33,6.396743006123429,2.9849915530492708,5.247045707181707,1.5996794858673018,Iris-virginica
+34,6.014796485413699,2.4258891606893513,4.1945377927985925,1.2165609742324381,Iris-versicolor
+35,5.143222047052999,3.8239999146855785,1.6428663236197751,0.3911471921218528,Iris-setosa
+36,5.065086808722603,3.6990080665432834,1.5949461142273498,0.2549572019765932,Iris-setosa
+37,5.264306915776886,3.5458089653026352,1.5218646030600886,0.2,Iris-setosa
+38,5.4010833112501135,2.867471059283289,4.375730627220279,1.3563583671679333,Iris-versicolor
+39,6.208066755351479,2.945311278362882,4.944110125692167,1.7705900958039882,Iris-virginica
+40,6.0128103826928445,2.7042450487777625,5.260302671750106,1.7211241363113954,Iris-versicolor
+41,5.621282342770834,2.9861761689940804,4.254971009526876,1.506378171196418,Iris-versicolor
+42,6.4773817888575715,2.972856129603951,4.2811793016841575,1.438536359375285,Iris-versicolor
+43,5.34723474752483,3.9272909944383385,1.4077288038874138,0.46159488898259454,Iris-setosa
+44,5.152612508072683,3.37758382568147,1.3096787237193082,0.2,Iris-setosa
+45,4.661544489409988,3.597277228182335,1.0000010602443117,0.2,Iris-setosa
+46,4.553719777135309,3.6084975564605286,1.0,0.2,Iris-setosa
+47,5.221259040865813,2.5301665091353636,3.3652852969978677,1.12533425875949,Iris-versicolor
+48,5.8726277574310295,2.9297220792686156,5.044864816377203,1.6812979613678563,Iris-versicolor
+49,5.921504765634905,3.3309454471220064,4.563425792750178,1.7913610948343814,Iris-versicolor
+50,5.255603070602557,3.4100612694227666,1.6090918521987216,0.2,Iris-setosa
+51,4.569876331455094,3.5955092496987784,1.0000003641529511,0.2,Iris-setosa
+52,4.911749308618799,3.0661165681219327,1.5050082286080209,0.1,Iris-setosa
+53,4.400001941758141,2.852543577182038,1.403093641895195,0.2,Iris-setosa
+54,6.2871143917899035,2.327745629061721,4.419965907659709,1.2969815994549194,Iris-versicolor
+55,6.597595770159856,3.034769246656862,4.365234603193984,1.3462338983424353,Iris-versicolor
+56,5.259905283119551,2.7635453070241853,4.171858748684375,1.4137694244079684,Iris-versicolor
+57,6.7197058644277785,3.2418312473311715,5.6361591313229145,2.3121923973322263,Iris-virginica
+58,7.7,2.2,6.7,2.5,Iris-virginica
+59,7.7,2.789517851128905,6.7,1.9964045918693656,Iris-virginica
+60,6.351854766388821,3.4539161171339336,5.660468314674683,2.4018076456052913,Iris-virginica
+61,7.7,2.2,6.7,2.5,Iris-virginica
+62,5.07926489071244,3.551747850121501,1.3877040952285615,0.2613655240743856,Iris-setosa
+63,7.120342116930653,3.425335427011209,6.046246575120989,2.5,Iris-virginica
+64,6.788413624009427,3.379860443719724,5.771253695186216,2.5,Iris-virginica
+65,5.842909205040507,4.4,1.4755274020232423,0.5304963162945537,Iris-setosa
+66,4.4974917573253625,2.3078659516247537,1.3139715156365215,0.3147492277609157,Iris-setosa
+67,7.7,2.2,6.7,2.5,Iris-virginica
+68,7.199978810354424,2.888108652249358,6.262973982469564,1.8137184282259096,Iris-virginica
+69,4.929344868566454,3.0928105384482443,1.4718911041173985,0.1,Iris-setosa
+70,4.4,3.068793930648778,1.3173239268176586,0.2,Iris-setosa
+71,5.162377734084174,3.615711694006758,1.5586911325936519,0.3400120877716659,Iris-setosa
+72,7.7,2.2,6.7,2.5,Iris-virginica
+73,4.566555924694464,3.601514446205507,1.0,0.2,Iris-setosa
+74,5.235923832689045,3.55388611591053,1.3262374162558694,0.21409691375518586,Iris-setosa
+75,4.642884652234542,2.7897961828710818,1.4093664064315021,0.2,Iris-setosa
+76,4.591131263074196,3.59365259849299,1.0,0.2,Iris-setosa
+77,5.557260367030665,2.9825215679801924,4.418698854351552,1.4388628884714636,Iris-versicolor
+78,6.142598736003255,3.0890937784525567,4.323851703607704,1.4739281689395158,Iris-versicolor
+79,5.312861214317147,3.8210261240138483,1.3438409951129149,0.3602196338619632,Iris-setosa
+80,4.490642715603877,3.29506427753783,1.4176256143221753,0.2,Iris-setosa
+81,4.614645907676019,3.1981511605348936,1.4319846893324775,0.2,Iris-setosa
+82,5.778114463249691,2.603654788594076,5.065321575990471,1.9147140262457019,Iris-virginica
+83,4.947923110484896,3.5294502922548654,1.442367761054806,0.2,Iris-setosa
+84,4.9259530325909955,2.3847393004923645,3.258373977506083,0.8854198285755441,Iris-versicolor
+85,5.630365275467015,2.878061429668882,4.214635556299463,1.2676318380201714,Iris-versicolor
+86,5.458657689156792,4.065488002459214,1.3959919094112705,0.2,Iris-setosa
+87,5.2688748547870325,3.540085470949758,1.431427582739538,0.2,Iris-setosa
+88,5.301633161160204,3.5401263036533077,1.6291396798412145,0.2,Iris-setosa
+89,5.050754362070232,3.3942531390837254,1.5708134388313244,0.2,Iris-setosa
+90,6.048296805645119,3.2859357966802416,4.575069874412408,1.5713653414139113,Iris-versicolor
+91,7.0920891303042985,3.4005714290373557,6.104002335751396,2.5,Iris-virginica
+92,5.527243809496851,2.514498006639373,4.083659216433837,1.1168809833176812,Iris-versicolor
+93,4.400000834548783,2.8706582506601976,1.4058891067149222,0.2,Iris-setosa
+94,6.659635263844933,3.267289714946795,5.5712801374905805,2.4999994545702853,Iris-virginica
+95,7.7,2.2,6.7,2.5,Iris-virginica
+96,5.20476711745555,2.717379040443412,3.9825976043227307,1.4093221193367937,Iris-versicolor
+97,4.4,3.0992959528278736,1.2925550814482694,0.2,Iris-setosa
+98,5.460375432400547,2.998418052086685,4.329838784396664,1.4904209732218856,Iris-versicolor
+99,5.96977584856346,2.6642609818690586,5.05039047456852,1.6881991628574862,Iris-versicolor
+100,4.906086159127989,3.4597667819149027,1.4657196904374366,0.2,Iris-setosa
+101,6.256075676106338,2.9785262917702915,4.413689828624008,1.3349017676434016,Iris-versicolor
+102,6.480470420756213,3.4252021214572728,5.609860269524641,2.303735221712378,Iris-virginica
+103,4.400001144844548,3.0149869987149946,1.400155604411739,0.2,Iris-setosa
+104,6.268025609261183,2.63848034283743,5.099484075877658,1.769085850658246,Iris-versicolor
+105,5.598242510657571,2.522210804623699,4.985819863259951,1.9876610922604347,Iris-virginica
+106,4.906399691757884,3.0510243625303506,1.4022013296333489,0.2,Iris-setosa
+107,5.254295500405517,3.3954871574026306,1.5250838575042875,0.2,Iris-setosa
+108,4.618027406776914,3.6254747707399466,1.0000005297462007,0.2,Iris-setosa
+109,6.732073996201911,3.050604517246016,4.33555363544573,1.4037637986995921,Iris-versicolor
+110,4.4777999762999405,3.214505464370467,1.3485807566474004,0.2,Iris-setosa
+111,4.539481755444486,3.5807283331529898,1.0,0.2,Iris-setosa
+112,4.911853034295634,3.1282282223409488,1.4988536987960517,0.1,Iris-setosa
+113,7.7,2.2,6.7,2.5,Iris-virginica
+114,5.7485140552758685,2.7751999330980146,5.206629789562884,2.441444366889082,Iris-virginica
+115,6.944974868200165,3.2105031611315185,5.756048175563106,2.1032001308318224,Iris-virginica
+116,6.863134994078575,3.1690819930739966,5.70986144299568,2.1320030608576905,Iris-virginica
+117,5.205952674835921,2.4725876876925184,3.358639257077436,0.9467531207361318,Iris-versicolor
+118,6.845574905294031,2.95989444345511,5.666068564838489,2.0500002419340304,Iris-virginica
+119,6.020934799110917,3.0463295054586594,5.308886221140109,1.748966809122224,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/28/test.csv b/iris/tab_ddpm/0_1/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/28/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/28/train.csv b/iris/tab_ddpm/0_1/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/28/val.csv b/iris/tab_ddpm/0_1/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/28/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/29/synth.csv b/iris/tab_ddpm/0_1/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..838ccad3f1decc2cad65098f87acbf41fe87b8c2
--- /dev/null
+++ b/iris/tab_ddpm/0_1/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.270396284944992,2.8539490647310983,4.893381909456349,1.814646633013879,Iris-virginica
+1,5.424276577134063,2.561135273942395,4.263944297540365,1.2713572088768477,Iris-versicolor
+2,5.15259521172322,3.4385992697987273,1.5002441010911636,0.2,Iris-setosa
+3,4.6015917481361965,3.651361617544391,1.0,0.2,Iris-setosa
+4,5.777105269531506,4.3999975018561015,1.486764390389797,0.4578239395693407,Iris-setosa
+5,5.835026617809994,2.7128671873399846,4.308333936813503,1.2398487543778804,Iris-versicolor
+6,4.497233872467723,2.2934389370624393,1.3019624827501526,0.2488324702401556,Iris-setosa
+7,6.462834887622388,2.7787180960178053,5.081770566423193,1.7396764442874941,Iris-versicolor
+8,4.571966428588893,3.668538993228134,1.0,0.2,Iris-setosa
+9,6.323048121948464,2.38693175781403,4.530987030193251,1.3338234067623878,Iris-versicolor
+10,6.171466083572812,3.1301674923521827,4.2252814739967794,1.3305176897703659,Iris-versicolor
+11,5.020821522070214,3.489681791954496,1.4899905152474449,0.2,Iris-setosa
+12,5.336289601076461,2.770325882966665,4.227074673027202,1.3591186003774065,Iris-versicolor
+13,5.864724257297812,4.4,1.5727821271687943,0.3989294474790809,Iris-setosa
+14,6.405674531917363,2.581089407198516,5.056351601228241,1.6977730125012873,Iris-versicolor
+15,5.065473469651015,3.648319966548096,1.654740900360138,0.424824583643646,Iris-setosa
+16,4.924612375853439,3.0632373355049656,1.4690550271060452,0.1,Iris-setosa
+17,7.7,2.2,6.7,2.5,Iris-virginica
+18,4.9092666057622,3.0725328125835314,1.5138542103558101,0.1,Iris-setosa
+19,4.4000005529633475,3.0471884871177544,1.3807265890336886,0.2,Iris-setosa
+20,5.142639537689757,3.495150454295685,1.4240529396124821,0.2,Iris-setosa
+21,5.878539150520685,3.1979631819108145,4.838199813181899,1.8261732507554849,Iris-versicolor
+22,5.610018756833112,2.9953907903695027,4.5447045520571905,1.503991802734392,Iris-versicolor
+23,5.918473306775432,3.0155516757037693,5.033705799100775,1.7849750513415934,Iris-virginica
+24,5.8146388647004095,2.75847651906356,5.097991780392117,2.2030820755998985,Iris-virginica
+25,6.5979899101089545,2.942219553009719,5.4890201985488165,1.9391973503186142,Iris-virginica
+26,7.7,2.2,6.7,2.5,Iris-virginica
+27,5.429481308387486,2.984100507740764,4.420749068992527,1.4915924386048611,Iris-versicolor
+28,6.321647576906103,2.318179510078055,4.545584610408306,1.3427734492959105,Iris-versicolor
+29,6.689684740365265,3.045495658942142,5.5279484485476775,1.9782569842503939,Iris-virginica
+30,5.007463459901413,3.3435779582413176,1.3578802664825806,0.2,Iris-setosa
+31,5.525023467500197,4.161017981608419,1.4480654233590842,0.27849306319044276,Iris-setosa
+32,5.283021666589873,3.694107173424801,1.2772959119410454,0.2,Iris-setosa
+33,7.221693148314531,3.445415363298011,6.294487375823068,2.5,Iris-virginica
+34,7.7,2.2,6.7,2.5,Iris-virginica
+35,4.851282058316613,3.0958390607930015,1.5215528764657589,0.1,Iris-setosa
+36,5.987392818389909,3.248625078250129,4.7191244493021385,1.7538529176637767,Iris-versicolor
+37,6.595871793602969,3.0226067006779305,5.562871903386209,1.8833681210280429,Iris-virginica
+38,4.773756849688121,2.9653244163134436,1.4027487874949947,0.2,Iris-setosa
+39,6.279881605309297,2.289364188025651,4.300162972176638,1.2978659281448783,Iris-versicolor
+40,7.7,2.2,6.7,2.5,Iris-setosa
+41,4.564655820647601,3.571444162389254,1.0,0.2,Iris-setosa
+42,7.195941529627749,3.4289503685223197,6.021213639445005,2.5,Iris-virginica
+43,4.575464096391741,3.6786460711080995,1.0,0.2,Iris-setosa
+44,7.7,2.2,6.7,2.5,Iris-virginica
+45,6.584037453652124,3.089678408720382,4.459230456100497,1.4532015933628828,Iris-versicolor
+46,5.464486865048865,2.9451869296653372,4.344590494949512,1.5045572055264755,Iris-versicolor
+47,6.802680632153838,2.9637403621900935,5.824549589891551,1.783035185495085,Iris-virginica
+48,5.237400458108842,2.855620516000474,4.014255697744029,1.3145860725420095,Iris-versicolor
+49,4.635525504335127,3.625178075725992,1.0,0.2,Iris-setosa
+50,7.7,2.200387354776212,6.7,2.499998796874329,Iris-versicolor
+51,5.938022401129391,2.927256812422849,5.246943674253536,1.7264842525299844,Iris-virginica
+52,4.914382510187533,3.5031772200983835,1.4796111588654894,0.2,Iris-setosa
+53,6.654382340772879,3.0348222364701054,4.398095397571625,1.3698869912173182,Iris-versicolor
+54,5.834083497829626,2.8340271664291286,5.192315905465744,1.7756659637083674,Iris-virginica
+55,5.665142862184373,2.3236444694434386,4.0140530670111545,1.1686615028994967,Iris-versicolor
+56,6.340145611244208,2.311052173927438,4.529948596407022,1.356828336204578,Iris-versicolor
+57,6.588169910479718,2.957727495425122,5.110024209352641,1.7526220376755588,Iris-versicolor
+58,5.179027035130319,2.4546980664074174,4.069483810362448,1.1943877868726047,Iris-versicolor
+59,5.169764815651053,3.5736601370844086,1.402811250344197,0.2,Iris-setosa
+60,6.022036502350556,2.8508705140763233,4.522658743905878,1.353975889811312,Iris-versicolor
+61,5.170827506457513,3.532630061810393,1.510003787319939,0.2,Iris-setosa
+62,4.804092469811047,3.134658789820157,1.4759086770233205,0.1,Iris-setosa
+63,4.97234918071865,2.4136422305242937,3.287364698983504,0.9875646537100687,Iris-versicolor
+64,6.600994005026722,2.878798642623362,4.917473386265627,1.5667166169333242,Iris-versicolor
+65,5.895156992985103,2.9075322599755404,5.175752997593931,2.454483767017069,Iris-virginica
+66,6.344487057113178,2.919448011414961,5.08029169816872,1.6869234079743478,Iris-virginica
+67,4.643007061091527,3.5529317053531724,1.0000013095736962,0.2,Iris-setosa
+68,5.0642855511524525,3.3221124896229575,2.321327057138883,0.6166846873131797,Iris-setosa
+69,6.166302418406047,2.765076923223348,5.201591135873856,1.6627272878795412,Iris-versicolor
+70,6.680850592652576,3.0901395292472054,4.326982436557618,1.4255041878062336,Iris-versicolor
+71,6.155467196967289,4.4,1.6356753572533245,1.3876153106402311,Iris-setosa
+72,6.901996474396738,3.1730868005331754,5.684861689017154,2.2382494595551097,Iris-virginica
+73,5.18216318015761,3.4500646110771602,1.5645544344682116,0.23162465876896973,Iris-setosa
+74,5.958389886134616,2.8591271028096714,5.165757281102233,1.8879848574802862,Iris-virginica
+75,7.7,2.2,6.7,2.5,Iris-virginica
+76,5.1141991915585425,3.7131692729844494,2.0356073039867653,0.38313145311202,Iris-setosa
+77,5.3665104873547,3.9210406269549685,1.6697606878393922,0.3345369445000017,Iris-setosa
+78,5.456881379425149,4.399869493435544,1.4901102459869036,0.32351080198655996,Iris-setosa
+79,6.200440511617399,2.9451691073846438,4.268151766127891,1.2848721246187726,Iris-versicolor
+80,6.141253599809259,3.2273531175420214,4.369303056415355,1.4984581754786197,Iris-versicolor
+81,6.356527919541364,2.282193117816412,4.393378679978777,1.3220893787838648,Iris-versicolor
+82,6.8240021249078495,3.2479179210646123,5.647781024793741,2.2605581221415205,Iris-virginica
+83,4.8896390445822195,3.375080973197961,1.5587903863708081,0.2,Iris-setosa
+84,4.575140983261961,3.6220464799340855,1.0,0.2,Iris-setosa
+85,5.3481233620166835,3.863189946274705,1.3692851039900333,0.2,Iris-setosa
+86,5.137917947684615,3.4677493949571017,1.4024257076425974,0.2,Iris-setosa
+87,6.300849619454308,2.2920369099341102,4.307767021554118,1.2925631768428516,Iris-versicolor
+88,5.700301357109583,3.15408935770252,4.705157429254667,1.6766362627008375,Iris-versicolor
+89,7.7,2.2,6.7,2.5,Iris-virginica
+90,6.375993608475984,2.304050087222591,4.563139123322485,1.32014571646781,Iris-versicolor
+91,6.178181235578972,2.6568019243661385,5.277613694690441,1.7703084757686818,Iris-virginica
+92,4.931514227936685,2.4172013896114106,3.3613110494326386,1.1228074241510588,Iris-versicolor
+93,4.9369992845271415,3.367284033652395,1.4412799767389803,0.2,Iris-setosa
+94,6.085892854053922,2.882184808120223,4.392591717253469,1.314570145128312,Iris-versicolor
+95,6.83240640171748,3.259178689993422,5.7524775679314715,1.961119299859991,Iris-virginica
+96,5.284371278458253,3.8547492092322795,2.1033087730446063,0.3635846647817796,Iris-setosa
+97,6.009823098773006,2.717618264604432,5.057875862789793,1.8489856099781852,Iris-virginica
+98,5.167379016864552,2.5765719409721464,3.5737633167698597,1.2865985104994924,Iris-versicolor
+99,6.7005000785367885,3.3110373850379378,5.6445160807701225,2.1917692056478986,Iris-virginica
+100,4.87263503830035,3.231751837741004,1.3040132493534076,0.2,Iris-setosa
+101,5.042008931058602,3.1864024077001054,1.3470982145353412,0.2,Iris-setosa
+102,5.525282980697405,2.916635078096393,4.349934185738199,1.389588720074836,Iris-versicolor
+103,7.7,2.2,6.7,2.5,Iris-virginica
+104,4.581053330016979,3.6035128198546005,1.0,0.2,Iris-setosa
+105,7.109388486154169,3.373379598798976,6.098886516358034,2.5,Iris-virginica
+106,6.360225312191334,2.351294649096701,4.709916120807903,1.3952911302659847,Iris-versicolor
+107,6.637180837725733,3.0122057674662317,5.609320086607433,1.9693184061129139,Iris-virginica
+108,4.714351106283722,3.3005908635009558,1.4182631671371209,0.2,Iris-setosa
+109,5.794841249493587,2.5777614985519333,5.103111775393287,1.9820346907281345,Iris-virginica
+110,5.101960136123582,3.324224146718162,1.411857154192445,0.2,Iris-setosa
+111,6.382951426715012,2.2832861814179806,4.439985190779714,1.3159958529914901,Iris-versicolor
+112,5.357811742460274,2.9229436776631093,4.232078252285669,1.4311660947637967,Iris-versicolor
+113,4.989745984570801,3.440509356174981,1.377229575979932,0.2059322647669184,Iris-setosa
+114,6.42173851868501,2.9188873084336255,5.408535383185166,1.7904792899536037,Iris-virginica
+115,5.410725628637535,2.412511457505091,3.21224719373724,0.9426065012189337,Iris-versicolor
+116,6.923075362365614,3.118880052702661,5.81986024917503,2.080037416312421,Iris-virginica
+117,6.2053041321206655,2.9118451037604576,4.837260939225752,1.7121909235273542,Iris-virginica
+118,5.806004650364636,2.9787943133216577,4.212286459431795,1.5042030226815521,Iris-versicolor
+119,5.189088790780099,3.3561152328336648,1.3476075166602963,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/29/test.csv b/iris/tab_ddpm/0_1/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/29/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/29/train.csv b/iris/tab_ddpm/0_1/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/29/val.csv b/iris/tab_ddpm/0_1/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/29/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/3/synth.csv b/iris/tab_ddpm/0_1/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db6da07769d268df3242a56877aa0613adc34b0a
--- /dev/null
+++ b/iris/tab_ddpm/0_1/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.952735375557805,3.373808685949956,1.4534038212686968,0.2,Iris-setosa
+1,4.505158139672265,2.3060760637411772,1.3083937997154396,0.2855218857053473,Iris-setosa
+2,6.74387938944661,3.0971681148373875,5.5275721629372985,1.9699555710895242,Iris-virginica
+3,4.400000784265374,2.9993287548541594,1.3277039715176893,0.2,Iris-setosa
+4,6.22425500849434,2.902995608048113,5.579322368892945,1.679856023944068,Iris-virginica
+5,5.699978396177405,2.45004519503312,4.049651676033831,1.173890824075905,Iris-versicolor
+6,4.4,3.263657693066669,1.2754410417323843,0.2,Iris-setosa
+7,6.137667568395929,3.125019817580572,4.756053580631549,1.6440441309063911,Iris-versicolor
+8,5.833949922815033,2.351836939720255,4.136238606792501,1.0555315051476932,Iris-versicolor
+9,7.683487134111832,2.862754195683355,6.681855508582079,1.84846945126444,Iris-virginica
+10,5.615879936677663,4.399943119932803,1.4758736419721572,0.3826683451635049,Iris-setosa
+11,6.100532379273004,2.768187408591068,5.038418320533072,1.6039657317051783,Iris-versicolor
+12,5.739915077853445,2.444599181087027,4.096455746106167,1.0544540344430997,Iris-versicolor
+13,4.936588770751283,3.569849424333766,1.3828045128844941,0.36157061841975896,Iris-setosa
+14,6.077725188282137,2.660354639345488,5.477777901574155,1.529852615531371,Iris-virginica
+15,5.182758330060282,3.6768426058682855,1.2324667082286038,0.39127456002610117,Iris-setosa
+16,4.4000122008017515,3.1362489978762134,1.3179203582769605,0.2,Iris-setosa
+17,5.4483281379786215,2.8462454045009844,4.083756068251515,1.3756497047350684,Iris-versicolor
+18,6.230622263528615,3.1407888524665686,5.493485216800296,2.0001843771475225,Iris-virginica
+19,5.422820906950358,4.23509630604163,1.4405759276614944,0.2,Iris-setosa
+20,6.428948266471982,3.040844289987854,4.544954223085064,1.4265916253777866,Iris-versicolor
+21,6.304240647219461,2.4461373721200763,4.920158783365681,1.525984672942469,Iris-versicolor
+22,4.586055744936507,3.605816943230333,1.0,0.2,Iris-setosa
+23,5.382144592876843,3.507987437736757,1.5283693428484761,0.2,Iris-setosa
+24,5.2254259870808495,2.6782634146380384,3.7492761141356565,1.3550427125488578,Iris-versicolor
+25,5.2971117337491345,3.8126963338176494,2.577706519743281,0.6704112094846704,Iris-setosa
+26,6.586417302533377,2.976021884983039,4.322872700826964,1.3507587066604594,Iris-versicolor
+27,7.7,2.2903469822797393,6.7,2.494888528629166,Iris-versicolor
+28,5.454467762823407,2.963457489624965,4.592158512355196,1.5269161201817893,Iris-versicolor
+29,6.261585938636315,3.212483594305349,5.461030326636048,2.488881381488845,Iris-virginica
+30,5.8762958075572795,2.74169242711594,5.061502895688996,1.9329098861385932,Iris-virginica
+31,4.740352487528298,3.469152401528141,1.428112116064321,0.2629878826710933,Iris-setosa
+32,5.135489844242747,3.575656418949158,1.3560853968506026,0.31473124383874895,Iris-setosa
+33,5.136178713381527,3.3390665539030358,1.4516460248279521,0.2,Iris-setosa
+34,5.174075227710053,3.6074241626778742,1.5219639981067967,0.3611552032458196,Iris-setosa
+35,6.211490002908008,2.8440592863736773,5.431580845557877,1.77097227200107,Iris-virginica
+36,4.643712498553533,3.601578143501937,1.0,0.2,Iris-setosa
+37,6.260311355049177,2.960969133842272,4.323217430509193,1.3568236585367512,Iris-versicolor
+38,6.064509424089184,2.4691551164858443,4.712067728947808,1.3906767910134827,Iris-versicolor
+39,6.599679073329667,3.359709439765651,5.75726962623294,2.3761333654387875,Iris-virginica
+40,5.824776766391212,3.1165623884948617,4.655944222045481,1.7031847803249374,Iris-versicolor
+41,5.954535399040127,2.968378366428456,4.804735226203128,1.5143943220658438,Iris-versicolor
+42,5.391372941941063,2.9324140759627957,4.173207071153069,1.4604619291131016,Iris-versicolor
+43,5.980737574791322,3.1968755631417576,4.307467917565555,1.4696030710570638,Iris-versicolor
+44,5.39128979230489,4.051650894116573,1.4030966760177568,0.2,Iris-setosa
+45,5.721968234242454,4.399995709894222,1.4962916313111916,0.47021186476689436,Iris-setosa
+46,6.122654742885203,2.6676030391245042,4.25937648200487,1.2569144878997411,Iris-versicolor
+47,5.540058993932674,3.137559920962579,4.6266593274550605,1.5780401285517822,Iris-versicolor
+48,5.232363177834635,3.5771248226068466,1.537996977366007,0.2,Iris-setosa
+49,4.400000480712797,3.133502114959286,1.268365883559504,0.2,Iris-setosa
+50,6.064467792125579,3.388034184607173,4.486699936115969,1.616271301877844,Iris-versicolor
+51,5.947979654242527,2.7617346257754076,4.92710861912444,1.4279591778190135,Iris-versicolor
+52,7.7,2.2,6.7,2.5,Iris-virginica
+53,7.7,2.2,6.7,2.5,Iris-versicolor
+54,6.061530703059157,2.634259285620539,4.442022128165193,1.2932489734476815,Iris-versicolor
+55,6.274384608337591,2.61494428827796,5.098422967500542,1.8640755759062617,Iris-virginica
+56,5.220077531671566,3.749723346920328,1.3020948136128645,0.3333246217689475,Iris-setosa
+57,4.976559028530133,3.3366715464890357,1.469532391074941,0.2,Iris-setosa
+58,5.099142942581008,3.703125746340392,1.4049432385155904,0.34748031739649443,Iris-setosa
+59,6.591300487048799,3.0952748891728357,4.4230554544135945,1.3747751228814662,Iris-versicolor
+60,5.298885731422249,3.4596394237374986,1.6117656825458953,0.2,Iris-setosa
+61,5.35881937285109,3.44031415489542,1.6883613769734995,0.26002909058702567,Iris-setosa
+62,5.026173311542207,3.4403165647102365,1.513258167875792,0.2,Iris-setosa
+63,5.17823466081059,3.7078493523515617,1.4193144800560376,0.42538957313016645,Iris-setosa
+64,4.617038382049463,3.6389773957316476,1.0000020485114898,0.2,Iris-setosa
+65,5.5935307429293655,2.8683898547339473,4.458808222996163,1.3860348000082359,Iris-versicolor
+66,5.273753450116364,3.5418023694346354,1.5762175100301064,0.2,Iris-setosa
+67,7.7,2.2,6.7,2.5,Iris-virginica
+68,6.482759379436946,2.886215473861902,5.400793994389899,1.7354272389748848,Iris-virginica
+69,5.211731325307451,3.727291583883835,1.4581774074885643,0.2,Iris-setosa
+70,4.5560112444430345,3.5324403561169633,1.0000020995899261,0.2,Iris-setosa
+71,5.016919055934548,3.5886029540408377,1.6003092355418946,0.44152615004055384,Iris-setosa
+72,6.355723962851834,2.3575817072597114,4.3876116332296515,1.3609963674949688,Iris-versicolor
+73,5.848914890806037,2.731110498742594,5.0900091520808335,1.9001598589842517,Iris-virginica
+74,6.081412555891656,2.686304273966529,5.470321370114904,1.6686664614131306,Iris-virginica
+75,5.45801404757871,4.399509317751432,1.4804327798809749,0.3999837867144985,Iris-setosa
+76,6.114149615523245,2.9524673231423515,4.506924186624966,1.3465183986442315,Iris-versicolor
+77,6.170975561968997,3.280412597537715,4.398427028150772,1.6215962710077485,Iris-versicolor
+78,4.706555585586301,3.4587989928334015,1.356669960677438,0.32024573781429244,Iris-setosa
+79,4.941259937011758,3.454930474167156,1.3156694394621877,0.20298136000986997,Iris-setosa
+80,6.5533610659086134,3.0695460132921206,5.525962682578011,1.8498888469018555,Iris-virginica
+81,4.497841240513566,2.2679346543147156,1.2978740644946818,0.28439706549644683,Iris-setosa
+82,5.992305791021719,3.318349686402645,4.514480368015958,1.6123599300374327,Iris-versicolor
+83,7.268713624875042,3.5073346513931574,6.239222082840056,2.5,Iris-virginica
+84,7.699381812465099,2.8763482836330767,6.698707689263202,1.9605229489847429,Iris-virginica
+85,4.591699207604325,3.63725485180636,1.0,0.2,Iris-setosa
+86,5.201544042147375,3.6062320962531986,1.3851710371984303,0.47425591494098485,Iris-setosa
+87,4.836670218291436,2.3654036288498275,3.333497980264317,0.9108254815986421,Iris-versicolor
+88,7.178666474752988,3.461593504911744,5.897426245393736,2.5,Iris-virginica
+89,6.039296159591446,2.343118433784708,4.322734534330921,1.1779779017334246,Iris-versicolor
+90,5.822652043435232,2.3718464586673447,4.136228799837656,1.1144537625392306,Iris-versicolor
+91,5.626397368244195,2.556231771854193,4.340717582253031,1.2769317172806163,Iris-versicolor
+92,5.263245327964686,2.6223372889202325,3.773295312639486,1.3439922975736553,Iris-versicolor
+93,4.840352770281493,3.2224638335418785,1.3103829517625267,0.2,Iris-setosa
+94,5.404035182250645,3.969587310671979,1.4865530755730183,0.2,Iris-setosa
+95,6.1437782779712276,2.8570107691654165,5.0603458813657785,1.6886121667341163,Iris-virginica
+96,6.416644065652329,3.431820476905489,5.677375974178953,2.4649041998012886,Iris-virginica
+97,7.7,2.2,6.7,2.5,Iris-versicolor
+98,5.861090275602372,4.4,1.5120837851291933,1.0054352619194715,Iris-setosa
+99,5.29270901168695,3.4306814440908706,1.5739591821885357,0.2,Iris-setosa
+100,5.246969906542027,3.9966585701821598,1.4791458123471002,0.2,Iris-setosa
+101,5.302539454380488,3.493905799017223,1.7898022312523687,0.2294386214597367,Iris-setosa
+102,6.1589231477144555,2.439776757974276,4.900003920692918,1.468462254850428,Iris-versicolor
+103,7.021942603608045,3.0703660822226735,5.876875976017267,1.897277435018905,Iris-virginica
+104,6.970429170137884,3.097423777420335,5.551458887016227,2.2105568108916884,Iris-virginica
+105,4.578469411790591,3.0955155878739826,1.4086060662570958,0.2,Iris-setosa
+106,5.955259624238427,2.9308840876097455,5.275172237539176,1.729205915276973,Iris-virginica
+107,4.400001756913938,2.985803838362458,1.341612836406252,0.2,Iris-setosa
+108,5.482151565872028,2.7337506631426587,3.9644518153428843,1.405448052204476,Iris-versicolor
+109,4.836625107301961,3.057534975515227,1.5414578849145886,0.1,Iris-setosa
+110,5.225936495390188,2.520842515481463,4.092894321956563,0.9721909792105747,Iris-versicolor
+111,6.2005541562915,2.3950094572544494,4.873925449395114,1.429275374278148,Iris-versicolor
+112,6.49096694285866,3.104579092424039,4.5263949713780764,1.4515212257850802,Iris-versicolor
+113,5.82833907684987,3.001329724846166,5.051760837481389,1.9633350627593138,Iris-virginica
+114,7.068024570204594,3.089322922591723,5.8645142395367404,2.1701522828115065,Iris-virginica
+115,6.548163463344369,3.0136036381037887,4.18186842669075,1.3205613579634867,Iris-versicolor
+116,4.88685260912866,3.0823582276179455,1.4965325352416052,0.1,Iris-setosa
+117,5.286750947449735,2.8180414656034976,3.9945585200580407,1.3255821000913945,Iris-versicolor
+118,4.400000452175088,3.111072547402241,1.3054124694608802,0.2,Iris-setosa
+119,5.940774137389958,2.3508006074959225,4.154588190468251,1.0897021116611705,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/3/test.csv b/iris/tab_ddpm/0_1/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/3/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/3/train.csv b/iris/tab_ddpm/0_1/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/3/val.csv b/iris/tab_ddpm/0_1/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/3/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/4/synth.csv b/iris/tab_ddpm/0_1/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cf2c61f222cc3eb6762677a7623a748d1846e38
--- /dev/null
+++ b/iris/tab_ddpm/0_1/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.897514702019873,3.224022834078888,4.78144006113997,1.6669371171513463,Iris-versicolor
+1,7.7,2.2,6.7,2.5,Iris-virginica
+2,4.7053557545611895,3.5617657168005596,1.000005069874633,0.2,Iris-setosa
+3,6.711769124881822,3.0029219319403953,5.521211075147528,2.0836129276866284,Iris-virginica
+4,6.057841595211065,2.915742667974903,5.444951599507889,1.5991311692209627,Iris-virginica
+5,6.080478547893781,2.727154686994312,5.050587462562961,1.6051382109755075,Iris-versicolor
+6,6.613460813220455,2.724647787337692,4.964085405270908,1.6450730945527088,Iris-versicolor
+7,5.620326625325434,2.503454958930775,4.968645409855066,2.05191940032593,Iris-virginica
+8,4.763534374364969,3.4206373855416623,1.2485745145639568,0.3042429915793489,Iris-setosa
+9,5.730375509705637,2.9874486421546083,4.365183965806978,1.443429654294679,Iris-versicolor
+10,5.097505608080959,3.6100018228688495,1.3920621350536189,0.2,Iris-setosa
+11,6.638858915269542,2.819831551348238,5.829907779373518,1.5478283925457752,Iris-virginica
+12,6.6531225428765834,3.1849069688194933,4.474920373262284,1.4436718533644421,Iris-versicolor
+13,5.877826547915819,4.4,1.5437392106775962,1.1507946024974327,Iris-setosa
+14,5.949391842236276,3.085315503743886,4.231001961717701,1.4250962755720846,Iris-versicolor
+15,4.916078105579337,3.431509465415346,1.3680650598550321,0.3096274382003224,Iris-setosa
+16,5.73404911299076,2.752591700446529,4.967011854439578,1.5289873952103128,Iris-versicolor
+17,6.648587278151266,3.118417403757581,5.641720927488132,1.971730602960644,Iris-virginica
+18,5.625436589009622,2.6552993477676523,4.1060649975584775,1.2942070135267514,Iris-versicolor
+19,5.9345908504081555,4.4,1.5573867179880754,1.2643902857045541,Iris-setosa
+20,4.535823454613612,3.312949024272766,1.401602990361264,0.2,Iris-setosa
+21,6.532342846770192,2.9699309778881053,4.377711251478766,1.3622989509809615,Iris-versicolor
+22,4.600921746161757,3.599181136384599,1.0,0.2,Iris-setosa
+23,5.239625963749089,3.379225023636049,1.672796262044523,0.23223752989012464,Iris-setosa
+24,5.385869363893223,2.940095684299435,4.409928179988636,1.5109883369545787,Iris-versicolor
+25,5.9032500332468825,3.2410820966636957,4.424959541606345,1.6261830048012893,Iris-versicolor
+26,5.192016367505141,3.351656754649184,1.5962057533049419,0.2,Iris-setosa
+27,4.554540419095981,3.7284865822744973,1.0,0.2,Iris-setosa
+28,6.364116975382413,2.5892580138357566,5.210650215582222,1.9320958986421017,Iris-virginica
+29,6.335205885462776,2.4026507807948767,4.727150576991999,1.3948281982617035,Iris-versicolor
+30,4.898722756026169,3.134157596287175,1.494913195887207,0.1,Iris-setosa
+31,4.492835836419809,2.285393000778564,1.3592334730233253,0.29072881592658656,Iris-setosa
+32,6.337097729166514,2.9609605652753177,4.552261570437051,1.4537213795765562,Iris-versicolor
+33,6.22925860892284,2.767643776067478,4.4359164799966,1.3021858795412378,Iris-versicolor
+34,5.894264012774073,4.4,1.5691989613494584,1.1293295525392848,Iris-setosa
+35,6.035630853583248,2.650635665280898,4.4333997349082095,1.3711188569420991,Iris-versicolor
+36,7.128095333901604,3.343802573429347,5.947754621205029,2.5,Iris-virginica
+37,6.321391954497706,3.310752360015058,5.458682302198561,2.126459476314482,Iris-virginica
+38,4.6110624777471605,3.303822963134498,1.4568705102516848,0.2,Iris-setosa
+39,7.7,2.2,6.7,2.5,Iris-virginica
+40,7.7,2.2085502456498336,6.7,2.4983576228327053,Iris-virginica
+41,6.272356564373105,2.904339339176117,5.286822363330029,1.7435811817446114,Iris-virginica
+42,5.606083571254879,2.412717015874132,4.017082704063702,1.0587796347352256,Iris-versicolor
+43,5.659781274853928,2.945244937250779,4.299006625512283,1.3838952617712554,Iris-versicolor
+44,5.140243619334763,3.9211018576980603,1.4897551889743843,0.202351056127088,Iris-setosa
+45,5.067901976867819,3.5913790115625144,1.5595601880439973,0.2,Iris-setosa
+46,4.4,2.8922776181049192,1.4012735079833811,0.2,Iris-setosa
+47,6.350918506014681,3.191675290671553,4.348895764257269,1.3949877717877124,Iris-versicolor
+48,5.2639576665565295,3.471982885249559,1.6297818416500833,0.2,Iris-setosa
+49,7.1053643778710445,2.9639084988415214,6.171103534058737,1.8958614364618576,Iris-virginica
+50,6.249559201626123,2.643037338644475,4.968365473582478,1.8904537313164824,Iris-virginica
+51,5.406379863497081,3.9918863440179058,1.474327949156635,0.27876410589187384,Iris-setosa
+52,5.973268421825289,2.9408593512804604,4.857297251594296,1.82892146908676,Iris-virginica
+53,4.926195827288338,3.096566462496899,1.5245014338922542,0.10000030213546506,Iris-setosa
+54,6.320380820477899,2.30553561871429,4.532697679576127,1.3241629476282428,Iris-versicolor
+55,6.105837086124181,3.2671372330624133,4.452503273219907,1.6118066785279417,Iris-versicolor
+56,6.294087759065065,3.0812276354546886,5.3958507883870475,1.7879369228098803,Iris-virginica
+57,5.987439163324589,4.4,1.566384873309622,1.346732727846308,Iris-setosa
+58,5.0297091613899685,3.239621457239402,1.2994815606552885,0.2,Iris-setosa
+59,5.928327537056988,2.3508107486755985,3.6546237444752787,1.2687801026338694,Iris-versicolor
+60,5.987302764939488,2.2,5.019715773091876,1.5218173085081526,Iris-virginica
+61,4.748205544677627,3.554968186269787,1.0000228915838678,0.2,Iris-setosa
+62,4.620115468402952,3.611952270933376,1.0,0.2,Iris-setosa
+63,5.818568587285594,2.6292737528013204,5.146220814572926,1.938996503155405,Iris-virginica
+64,5.565986742955002,2.4386821629791777,4.0222048111911715,1.1626457016197373,Iris-versicolor
+65,5.241179902546949,3.507773365001125,1.5619278552522085,0.3985131470913701,Iris-setosa
+66,7.7,2.2,6.7,2.5,Iris-virginica
+67,6.286408453126771,2.3197614955005705,4.500211415289524,1.338086663080543,Iris-versicolor
+68,5.34021722986538,3.7364554887414654,2.507508232940072,0.3889923320000652,Iris-setosa
+69,5.818438721962436,2.8025447571215376,5.091082950777629,2.1609855611013287,Iris-virginica
+70,5.241593549554443,3.9467880993477964,1.5638407928457165,0.2692048538161931,Iris-setosa
+71,5.540519237893112,3.9838015200334733,1.4070458780735453,0.2,Iris-setosa
+72,5.023258149838603,3.3350970888023417,1.31403865449261,0.2,Iris-setosa
+73,4.59176641870064,3.5939790392393682,1.0,0.2,Iris-setosa
+74,5.234388774192679,3.5253089978810848,1.5668512086406268,0.2,Iris-setosa
+75,5.2026800430619575,3.608312437866921,1.4835193594594722,0.39724167876888017,Iris-setosa
+76,6.648751872736187,3.031556381149564,4.337652750871944,1.4020517851773722,Iris-versicolor
+77,5.179889177762501,2.653826242397367,3.9872207276845035,1.352688209640551,Iris-versicolor
+78,6.465497762444089,3.0450695481645664,5.529470334181644,1.7249724663456134,Iris-virginica
+79,5.029132316329161,3.3792266302405505,1.2715458941323936,0.2,Iris-setosa
+80,5.681424673024823,2.8093273826967655,4.519334829067542,1.3425008350116614,Iris-versicolor
+81,7.7,2.2,6.7,2.5,Iris-virginica
+82,6.3713675094290325,3.3674483093203844,5.5635926831220095,2.3943433930104274,Iris-virginica
+83,5.2958892436273475,3.471995490641512,1.4858252957485367,0.2,Iris-setosa
+84,6.954751928888091,3.191611325890811,5.787079638160946,2.2288180897406913,Iris-virginica
+85,6.3383224852384386,2.635317168473103,5.0125715231453585,1.8378459802376093,Iris-virginica
+86,7.39263389564936,3.473293915705951,6.353573212432192,2.5,Iris-virginica
+87,5.079094204102612,3.9846632329664184,1.451564687883257,0.2,Iris-setosa
+88,6.441103396742266,2.9417130852498388,5.5623182138478455,1.9046877394716264,Iris-virginica
+89,6.25063713177215,2.6763100260399955,5.276137764815313,1.6948944145719005,Iris-virginica
+90,5.85877519015323,2.706884029949759,5.138166063385741,1.8792364208794539,Iris-virginica
+91,5.364557053145375,2.3595338391494574,3.846508875203922,1.0423936636973892,Iris-versicolor
+92,6.328404878010629,2.9739832747783157,4.288609849689111,1.2590859588154715,Iris-versicolor
+93,5.46136219876876,4.125837057380821,1.430947102351276,0.2,Iris-setosa
+94,5.901524136164479,2.571920993251911,4.360379109361693,1.3284768717309237,Iris-versicolor
+95,5.010282353868656,3.3904167288366986,1.3876868775726594,0.2,Iris-setosa
+96,7.236347714089628,3.408817717848944,6.173749162823604,2.5,Iris-virginica
+97,5.854560133946935,3.1213046340165835,4.676601342817048,1.7251668155181608,Iris-versicolor
+98,5.031374012254277,2.527543017749416,3.7527098931530443,1.2599742359177573,Iris-versicolor
+99,5.381541777049722,2.5141265573799187,3.8782193023372384,1.0563051273015764,Iris-versicolor
+100,4.600619221581511,3.602672539539656,1.0,0.2,Iris-setosa
+101,6.089409018240818,2.6391686541532677,5.571725791907642,1.512570787611404,Iris-virginica
+102,4.400000522775822,3.077990976787781,1.3470529294786144,0.2,Iris-setosa
+103,4.9084804976212375,3.0947634195777627,1.5377979250373202,0.1,Iris-setosa
+104,5.434476895504331,4.132119972979118,1.3730884936492544,0.2,Iris-setosa
+105,5.8315929790171666,4.4,1.5737700530855336,0.9834993334588873,Iris-setosa
+106,5.170242796656075,3.4949217582801055,1.3308077955845825,0.3304952635930716,Iris-setosa
+107,4.540920957447573,3.6236020990907343,1.0,0.2,Iris-setosa
+108,5.721658787500232,2.5375790974449552,5.034735256377908,1.9812826629250098,Iris-virginica
+109,6.568567864534943,3.4196103726648137,5.668020138689394,2.2558766084747304,Iris-virginica
+110,6.348423558477649,2.5733924395389667,4.694531265677361,1.4206840467229231,Iris-versicolor
+111,6.453074323555175,2.864009129544332,5.098557606324379,1.7722796718023126,Iris-versicolor
+112,4.832400525798472,3.068255230520892,1.5603384188774347,0.1,Iris-setosa
+113,6.002154114927407,2.200000987146154,4.969754084246056,1.4910268346105267,Iris-virginica
+114,6.612012838957779,3.090166086296284,4.788399355039704,1.6474297734085126,Iris-versicolor
+115,6.037594462953118,2.2,5.052384439119935,1.5203904007768623,Iris-virginica
+116,6.451139095410274,2.8421642446501845,5.764680192009289,1.6773244507021727,Iris-virginica
+117,6.003862021399784,2.2,4.98736655214153,1.5095589729349526,Iris-virginica
+118,7.7,2.2,6.7,2.5,Iris-virginica
+119,5.375420876871992,2.5169884434552414,4.033398468977039,1.1414513490381095,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/4/test.csv b/iris/tab_ddpm/0_1/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/4/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/4/train.csv b/iris/tab_ddpm/0_1/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/4/val.csv b/iris/tab_ddpm/0_1/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/4/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/5/synth.csv b/iris/tab_ddpm/0_1/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c9d8f5bcf17a93c985589a25aaffced1f87eac3
--- /dev/null
+++ b/iris/tab_ddpm/0_1/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.475147242521139,2.992853623302196,4.094563527657693,1.4998228682279977,Iris-versicolor
+1,4.610215379435911,3.586444654244776,1.0,0.2,Iris-setosa
+2,5.14774366374146,3.39971277178556,1.5139327958152826,0.2,Iris-setosa
+3,4.744738083133554,3.364338866420119,1.5123507050781235,0.2,Iris-setosa
+4,4.805408245278498,3.361069917732416,1.5903877648778675,0.2,Iris-setosa
+5,6.559486324140386,2.726477121975511,5.423026908978501,1.9188999066522523,Iris-virginica
+6,5.522001269893997,2.7344054921171885,4.364613995647733,1.3111020824885498,Iris-versicolor
+7,7.7,2.2,6.7,2.5,Iris-virginica
+8,6.801277491694559,3.030998535754014,5.569944423135324,2.094063348958768,Iris-virginica
+9,5.874159524090397,3.494792226412215,4.59554183863704,1.708425892491546,Iris-versicolor
+10,4.597561232366192,3.56093513206204,1.0,0.2,Iris-setosa
+11,4.400262933098831,3.2650061445801573,1.3650684226596246,0.2,Iris-setosa
+12,6.308159753532829,2.402383438153031,5.026475583405127,1.885238067580648,Iris-virginica
+13,4.58282524074046,3.6963171427239834,1.0000004142663237,0.2,Iris-setosa
+14,5.25692454377358,3.595881355261059,1.5993579154361175,0.2,Iris-setosa
+15,5.913647422167191,4.4,1.5765788233287215,1.3322949573790626,Iris-setosa
+16,4.5966870318314905,3.75252743403457,1.0,0.2,Iris-setosa
+17,5.0253778767631765,3.5937252145319962,1.6749680566575398,0.2,Iris-setosa
+18,6.333327982874391,2.913063677695217,5.496117161302398,1.6708328605167662,Iris-virginica
+19,6.623736189965883,3.2070930965988613,4.511215965528397,1.4380868114481205,Iris-versicolor
+20,6.63747298891515,2.975279516225734,4.979614306829346,1.682829784080788,Iris-versicolor
+21,6.061051322356728,2.7682196280889237,4.349317717249423,1.3296578611545482,Iris-versicolor
+22,4.4,3.1675599499171034,1.3322967425044117,0.2,Iris-setosa
+23,5.155304801082226,3.5283146063421986,1.5023921093967472,0.21067477912781477,Iris-setosa
+24,6.2178707985387405,2.9594672132255035,4.756747776485644,1.733881762596028,Iris-virginica
+25,4.589978879425374,3.6507009792928438,1.0,0.2,Iris-setosa
+26,5.247267918427045,3.727666388759064,1.4154134344236646,0.21987114826038096,Iris-setosa
+27,4.712717392895553,3.432629022954256,1.404151153513178,0.2,Iris-setosa
+28,6.339352433834716,3.185526753321134,4.355682943658487,1.4899141064708334,Iris-versicolor
+29,5.835934801021269,2.7482387918102282,5.066025835142072,2.1763180031137406,Iris-virginica
+30,6.7483686704045285,3.371828372891963,5.685979147446086,2.5,Iris-virginica
+31,6.333292328730483,2.628119596027777,4.9324031093820295,1.8534358242754934,Iris-virginica
+32,4.9522062067330666,3.481123814649881,1.2760089328214363,0.26951666560122484,Iris-setosa
+33,6.080931981845817,3.355382509913802,4.313015156046794,1.5326026031411282,Iris-versicolor
+34,6.154075805421449,2.785562792857087,5.278007361033118,1.7527324946547598,Iris-virginica
+35,7.7,2.2,6.7,2.5,Iris-setosa
+36,4.622118765752715,3.2803486116134377,1.4054657472080894,0.2,Iris-setosa
+37,6.576436463799338,3.2235622098256513,5.664112836844007,2.1451204395967296,Iris-virginica
+38,4.585343618744768,3.5984560231201104,1.0,0.2,Iris-setosa
+39,5.712824371349039,2.3378603993719755,4.022740160652539,1.1381643327361028,Iris-versicolor
+40,5.4181704259334404,2.581977179269234,4.0814648207570725,1.0927470409550364,Iris-versicolor
+41,6.319220234223666,2.339548088517019,4.587937317355363,1.368082884738891,Iris-versicolor
+42,6.341140665601162,2.797679219850077,5.356282909186004,1.8846466526933803,Iris-virginica
+43,6.279984932602855,3.2070160166130917,5.587554793376632,1.9921307794226273,Iris-virginica
+44,6.63127536271679,2.942925432871831,5.091153540697544,1.7567666364510182,Iris-versicolor
+45,6.508499294316428,2.9442390845563047,4.948093238076941,1.6512638700886184,Iris-versicolor
+46,5.360805970812513,3.410343494892773,1.8445498870141253,0.2,Iris-setosa
+47,5.244692659911629,3.4574666901471063,1.4557109819842091,0.2,Iris-setosa
+48,5.066204927467079,2.480163535091615,3.025022905145117,1.1304389500787932,Iris-versicolor
+49,4.549429293088507,3.579429432110275,1.0,0.2,Iris-setosa
+50,5.760201122469481,2.536793083174351,5.014845359468021,1.9410674158806418,Iris-virginica
+51,5.5814129902447975,4.208053357607841,1.3985960558199921,0.2,Iris-setosa
+52,5.414851184203754,2.9502173310346214,4.353510935535814,1.532704125907193,Iris-versicolor
+53,5.256951568093533,3.90353146143405,1.575696930204625,0.7850936400695473,Iris-setosa
+54,5.417242229437973,3.949092755872594,1.4633588319173412,0.2,Iris-setosa
+55,6.478331558846156,2.883381594579368,5.328128939686033,1.8465871900722188,Iris-versicolor
+56,5.017564279684089,3.5334923057800287,1.6625861322819517,0.2555914309772122,Iris-setosa
+57,7.7,2.2,6.7,2.5,Iris-virginica
+58,6.435324912496164,2.8287096364498168,5.17350054357739,1.8108178334570868,Iris-versicolor
+59,4.897497771004707,3.105437714371176,1.2880747681395364,0.2,Iris-setosa
+60,5.1044096950614,3.3345326090926743,1.2823630719650347,0.2,Iris-setosa
+61,7.698357741228826,2.888884408974772,6.698456922206837,1.8980320664419927,Iris-virginica
+62,6.601671437616026,2.98335974476551,5.456840348108569,2.0295863608375555,Iris-virginica
+63,4.923054668103693,3.4962220827916966,1.6085715433903667,0.2,Iris-setosa
+64,4.819460453646024,2.869899139768368,1.3654378873483437,0.2,Iris-setosa
+65,6.192438597458093,2.6959000386544343,4.986508764433477,1.8045148547598302,Iris-virginica
+66,6.347124672447134,2.8607292936996322,5.097070604233838,1.7000216692475492,Iris-versicolor
+67,5.884815125246401,2.831826784647456,5.26540068917853,1.8216200410529026,Iris-virginica
+68,6.206634029429831,2.9033845679804715,5.089956053500204,1.68496858570725,Iris-virginica
+69,6.422530042032755,2.93534595734848,4.277455555741123,1.2991375112134738,Iris-versicolor
+70,5.802456896013772,2.8213130362821737,5.13368081651061,2.363218485742928,Iris-virginica
+71,5.769207493286105,3.181596343228389,4.740583813466776,1.7554304242608105,Iris-versicolor
+72,6.21424629850357,2.287863810849632,4.413312448880666,1.3225751794042366,Iris-versicolor
+73,5.059125942680147,3.3299301555159504,1.1934128287060706,0.2,Iris-setosa
+74,4.622857212399758,3.6102217613409238,1.0,0.2,Iris-setosa
+75,4.400001668795447,3.142209857903843,1.295518322385752,0.2,Iris-setosa
+76,5.638681842201112,2.836213718451776,4.459385634176881,1.366816411586179,Iris-versicolor
+77,6.73368298016207,3.1140737236428775,4.423041665476866,1.4079850422270404,Iris-versicolor
+78,4.968557753253278,3.62528417564599,1.6195583742902597,0.2,Iris-setosa
+79,6.187475276002993,2.6454409879203906,5.198242717815184,1.7359023032223444,Iris-virginica
+80,7.7,2.2,6.7,2.5,Iris-setosa
+81,5.645985808546117,2.6057881576850987,5.088873990376974,1.9267640963920323,Iris-virginica
+82,5.815186251094897,2.5348606671611824,4.605174350881644,1.3332649601792919,Iris-versicolor
+83,5.635273627374853,3.118826453062074,4.288052973463075,1.5363259971989989,Iris-versicolor
+84,5.603941836227012,2.927550490113669,4.287792270135433,1.3146972225270035,Iris-versicolor
+85,4.9539746548186345,3.2956582207206067,1.4963217194729568,0.2,Iris-setosa
+86,5.161884380797653,3.3307569608714527,1.85909814652222,0.38519570477336584,Iris-setosa
+87,5.056172320037603,3.4380757357901266,1.3195019957287022,0.21839922296904757,Iris-setosa
+88,6.956300279148527,3.089477004810258,5.6773623340967445,2.1600787992632395,Iris-virginica
+89,4.600759112683289,3.6095006863014683,1.0,0.2,Iris-setosa
+90,5.335540897434646,2.710947713867734,4.25677023794912,1.4407251725432544,Iris-versicolor
+91,6.608379100002976,3.082117555845799,4.407294989211864,1.461914022883665,Iris-versicolor
+92,6.316715397577367,2.931060650269073,4.570719731126509,1.3826786382128347,Iris-versicolor
+93,5.942134434950762,2.785346132294433,4.994595770069224,1.8269239094470782,Iris-virginica
+94,4.400380625777654,3.1918983493392394,1.4020171655564573,0.24782978963844673,Iris-setosa
+95,5.747784766135865,2.4764756334235867,4.1226037787701575,1.2788895925887669,Iris-versicolor
+96,5.822745763508902,2.9236132952676406,4.406790800714148,1.4071280581279768,Iris-versicolor
+97,7.7,2.2,6.7,2.5,Iris-virginica
+98,6.5098952509674435,2.957037828654081,5.399041526101842,1.6741637985678905,Iris-virginica
+99,6.244714755971764,3.004332944605093,4.488157343297126,1.3310372398840349,Iris-versicolor
+100,5.866618531474348,2.954665137295239,4.23199878865549,1.417276932089197,Iris-versicolor
+101,4.570195082893859,3.6333430537247984,1.0,0.2,Iris-setosa
+102,5.441837102176911,2.5895498776224466,4.231152228503581,1.137147436665191,Iris-versicolor
+103,5.069260212752693,3.485828360195061,1.9408509268787106,0.2,Iris-setosa
+104,6.392204681639089,2.368472411276471,4.761537680201223,1.4469677281699267,Iris-versicolor
+105,6.61398869318344,2.931368465373021,4.761452931753884,1.495307418903329,Iris-versicolor
+106,5.566395301803567,4.211097322971899,1.3924969929353475,0.2,Iris-setosa
+107,4.689717278487942,3.6593782113642246,1.0000008643914877,0.2,Iris-setosa
+108,6.11247699291187,4.4,1.6285543696329934,1.2737098176016115,Iris-setosa
+109,5.103835056825706,3.3147593576147627,1.5190000014367167,0.2,Iris-setosa
+110,6.015152644561724,2.9849513564664956,4.782375966309398,1.8076403105287369,Iris-virginica
+111,5.139543641676705,3.5309748717127722,1.5999978185818282,0.33735586874129486,Iris-setosa
+112,5.382406687528966,4.042405390110969,1.4095093503451703,0.2,Iris-setosa
+113,5.890345535719302,2.4029041819656785,4.195851176594831,1.2815227455671525,Iris-versicolor
+114,5.825496572047497,2.765456255008864,5.204383213797654,1.8754295813321218,Iris-virginica
+115,5.041701042296357,2.442351324319318,3.1768037666709636,1.1934919690363397,Iris-versicolor
+116,6.127111172055948,2.62996546310457,5.562838950976314,1.416756610353791,Iris-virginica
+117,6.519995318688317,3.2952020050188393,4.359063166017027,1.4445261575403814,Iris-versicolor
+118,7.237397646595156,2.889507581673368,6.117936053700785,1.8859147232140443,Iris-virginica
+119,5.945908201707493,3.2233232087585306,4.362505106500864,1.6272762789692365,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/5/test.csv b/iris/tab_ddpm/0_1/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/5/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/5/train.csv b/iris/tab_ddpm/0_1/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/5/val.csv b/iris/tab_ddpm/0_1/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/5/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/6/synth.csv b/iris/tab_ddpm/0_1/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9efe6ffef22ba60b9791cde0cbb54fda6cd5b548
--- /dev/null
+++ b/iris/tab_ddpm/0_1/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.028894379910687,2.6274116301155246,4.31007565431905,1.2965733777951578,Iris-versicolor
+1,6.729513480674776,3.173276605650684,5.592124123598195,2.2344491001231126,Iris-virginica
+2,6.126434979965737,2.734576303144464,4.950891102158528,1.7521197387413816,Iris-virginica
+3,5.466517642858792,2.9701847948031097,4.365020923890264,1.473342896874242,Iris-versicolor
+4,6.245587660858411,2.964744320333491,4.3320422748198855,1.3053031762448897,Iris-versicolor
+5,6.3899016105974535,2.6030360508317565,4.994924409073087,1.6157361117685964,Iris-versicolor
+6,5.042032094554137,3.5792629645106406,1.4109013809239441,0.2,Iris-setosa
+7,7.699935618683538,2.823561051120847,6.699912286690641,1.9642071491002675,Iris-virginica
+8,6.98195788314164,3.3510476217288327,5.972414051377295,2.5,Iris-virginica
+9,6.695332855667722,3.3371065125068755,5.637627715145193,2.2180496039321413,Iris-virginica
+10,5.379788494783608,4.005591826602685,1.306921899154048,0.3313822170031864,Iris-setosa
+11,4.493261720525598,2.2885965312577525,1.2820022286996955,0.2534569244026874,Iris-setosa
+12,7.199383337191537,3.5163091467569787,5.985155404837356,2.5,Iris-virginica
+13,6.440438793185701,3.123820531035028,4.7178605972589205,1.4907039573191343,Iris-versicolor
+14,7.7,2.268705097010586,6.7,2.4939000835834433,Iris-virginica
+15,6.184120876361772,2.7698960758346187,5.26877964341502,1.6878640533165936,Iris-virginica
+16,5.149781461506029,3.5376932206905813,1.5836257919079217,0.35481603787071103,Iris-setosa
+17,5.379976365601169,3.580046384612431,1.5833813080713948,0.2,Iris-setosa
+18,6.263891307129121,2.7301674933799194,4.518803409290933,1.401654814093102,Iris-versicolor
+19,5.3295616895658044,3.938935457825742,2.3579396571455327,0.5187613135660448,Iris-setosa
+20,6.5573161011382775,3.0679177354387206,4.508681249514892,1.4566708413368439,Iris-versicolor
+21,5.736782468316872,2.731545977068767,5.0967406815389715,2.390010259558777,Iris-virginica
+22,6.33632818393418,2.9910197378907863,5.531363337643268,1.9212007797021557,Iris-virginica
+23,4.914352563031424,3.352683277689122,1.4117326826738439,0.2,Iris-setosa
+24,4.983198800913079,3.2654336445048346,1.3576962669412667,0.2,Iris-setosa
+25,7.7,2.201981875518209,6.7,2.4997838128032326,Iris-virginica
+26,6.483261867904149,2.8083802220881915,5.077160142968472,1.7115225662509639,Iris-versicolor
+27,5.184476131048982,3.3716794907997842,1.4073140218551696,0.2,Iris-setosa
+28,6.2488294414072465,2.9002574214289876,4.823236129730277,1.6592497701763134,Iris-virginica
+29,5.013639133525233,3.401206606677182,1.8907299296618767,0.4756607399405809,Iris-setosa
+30,7.7,2.2,6.7,2.5,Iris-virginica
+31,5.013085273637634,3.4229596863927427,1.6849184934104047,0.3712973142516286,Iris-setosa
+32,5.931284612219653,3.2033061621225576,4.851596717218491,1.8553433100751755,Iris-versicolor
+33,6.276774452231884,2.531786668547346,4.995140500935713,1.881791482950947,Iris-virginica
+34,5.994326593981136,2.2000002702740566,4.997141474311026,1.5401394809147912,Iris-virginica
+35,4.569808118044782,3.7350963048429575,1.0,0.2,Iris-setosa
+36,6.568428348938131,3.294704815122034,5.547151724257715,2.499996493094527,Iris-virginica
+37,6.498071367369653,2.9553808578558027,4.991405342425547,1.6295450289156994,Iris-versicolor
+38,6.609280390162307,2.9983541128094804,4.354072153297996,1.3691840418793038,Iris-versicolor
+39,4.904292591426645,3.2984991271986788,1.3250234471803057,0.2,Iris-setosa
+40,6.350355913699667,2.931767494309144,5.194639313153723,1.656386417690592,Iris-virginica
+41,7.030093698601732,3.374441539864077,5.895360864980855,2.5,Iris-virginica
+42,6.15010271417862,2.684001875208893,5.510107954474462,1.608839745031572,Iris-virginica
+43,4.9139403767596725,3.154485264369962,1.4818224599279755,0.1,Iris-setosa
+44,6.648201656676826,3.0590854416104607,4.415573133771391,1.4674553151653316,Iris-versicolor
+45,5.582456748456481,2.934751800537357,4.376231256125813,1.4455241036712225,Iris-versicolor
+46,5.262695125185303,3.5974645879005647,1.617822035434432,0.2,Iris-setosa
+47,7.277003285325602,3.442653731713939,5.932335605118207,2.5,Iris-virginica
+48,7.190017449718314,2.930506358924398,6.2306335361442375,1.724168212579332,Iris-virginica
+49,7.7,2.2,6.7,2.5,Iris-virginica
+50,4.400000476202957,3.0675396072260486,1.3470325067527638,0.2,Iris-setosa
+51,5.225313458864499,3.805397875807908,1.3657894977884961,0.32582619437988136,Iris-setosa
+52,5.200035375677321,3.608584657732715,1.6557956049356992,0.28479118349170457,Iris-setosa
+53,5.227203111725515,3.7294682912404453,1.4177800341913396,0.2,Iris-setosa
+54,5.62136338905809,2.5979772664575695,5.0693203530182736,2.050853526352737,Iris-virginica
+55,7.7,2.2,6.7,2.5,Iris-virginica
+56,5.785891906781715,4.4,1.5075503408681166,0.9227659116506581,Iris-setosa
+57,5.105771208388041,3.939135175903034,1.6625984936414906,0.3682909709707424,Iris-setosa
+58,6.186178045584019,2.692196535629315,5.3603603295740605,1.4831532931210065,Iris-virginica
+59,5.314601609622683,2.6662316502110754,4.0975781454700595,1.3688140064327543,Iris-versicolor
+60,5.257299432397485,3.4066911164819214,1.5740242008408734,0.24054935975191072,Iris-setosa
+61,5.868092425520715,2.610596931947044,5.032324222206354,1.9520815485927514,Iris-virginica
+62,6.5627278321949385,3.0569138139371086,5.553373602106326,1.8998232624593911,Iris-virginica
+63,5.225308275270878,3.4135736318057464,1.53311135283911,0.2,Iris-setosa
+64,5.9120402268395384,3.2262790503991385,4.802203817049822,1.805479566975082,Iris-versicolor
+65,4.4,2.9044127499542793,1.4102850323189702,0.2,Iris-setosa
+66,6.62292680093394,3.392176155722919,5.591327065364885,2.5,Iris-virginica
+67,5.60047512211667,3.0667037814666673,4.194449930888277,1.3897124269262333,Iris-versicolor
+68,5.312278599821887,2.4494855037375314,3.638198801082037,1.0281748003506037,Iris-versicolor
+69,5.304511269473204,3.747378969283118,2.528250551257414,0.6929820321682014,Iris-setosa
+70,4.917602190769606,3.0656878027583314,1.3286817417880874,0.2,Iris-setosa
+71,6.15421020588011,3.08183148113228,4.823577354793642,1.6998022450983423,Iris-versicolor
+72,5.755118816942723,3.153910357987699,4.617706307048667,1.554233873657965,Iris-versicolor
+73,5.2746121077650345,2.611606021772398,3.800938701857504,1.2178510036366959,Iris-versicolor
+74,6.691645754717695,2.9058128898280757,5.59929726476219,1.9077955025240327,Iris-virginica
+75,4.861695304813768,2.384422064684124,2.915610862784036,0.9553205433054163,Iris-versicolor
+76,6.29366549656792,2.7641242210969588,4.98402516591364,1.851600356272011,Iris-virginica
+77,5.729104518955162,4.4,1.5631322636557534,0.8859461296577915,Iris-setosa
+78,6.137479156489063,2.900500018417262,4.84647084297176,1.810769666758941,Iris-virginica
+79,6.638447554738846,3.0565778393934657,4.479578322670028,1.4672958574581996,Iris-versicolor
+80,4.605385699898603,3.5755716602374537,1.0000008689937803,0.2,Iris-setosa
+81,6.498756687191873,2.7792392015099954,5.361443958477265,1.9912436862297072,Iris-virginica
+82,5.284002445369678,2.8775357313858674,4.1287479430385625,1.463547234859638,Iris-versicolor
+83,5.978024099694673,3.259430272299628,4.442887107836963,1.607746293938033,Iris-versicolor
+84,5.12031660343682,2.5597739245472124,3.415195033664866,1.287787859901041,Iris-versicolor
+85,5.788445784162365,2.769321672907525,5.175593949116948,1.9231843261608552,Iris-virginica
+86,7.7,2.2,6.7,2.5,Iris-virginica
+87,5.256532450946443,2.600680757961504,4.01155077857783,1.2821246495336471,Iris-versicolor
+88,6.685132882166245,2.9170071816861305,5.55193773386832,1.9334833858065192,Iris-virginica
+89,5.973672191007525,3.024610576444112,4.632874440204208,1.5085369327332234,Iris-versicolor
+90,6.277848778505639,2.826520121069655,4.906095994846859,1.7998956696168946,Iris-virginica
+91,5.35884831507358,3.5857764787279023,1.6780303718371603,0.2,Iris-setosa
+92,6.486720804766008,3.1988215631374053,5.59251724183151,2.499897228667658,Iris-virginica
+93,4.903149758005667,3.1008322997098756,1.5017612449481081,0.1000006036961122,Iris-setosa
+94,7.7,2.2,6.7,2.5,Iris-virginica
+95,6.037412969695923,2.2,5.033266910354961,1.5463587365744014,Iris-virginica
+96,6.373459611480396,3.1087568936603764,4.519054541009283,1.4795879711030129,Iris-versicolor
+97,7.7,2.2,6.7,2.5,Iris-virginica
+98,6.238929016791968,2.3045187549584867,4.316061414470629,1.2792316819084197,Iris-versicolor
+99,4.625398174296925,3.530291618042392,1.0000025116678617,0.2,Iris-setosa
+100,5.0565483415117765,3.247549022680427,1.5414248832495732,0.2,Iris-setosa
+101,6.221955326899468,2.6181844146529754,5.657742431574023,1.457702482253044,Iris-virginica
+102,4.798512004235178,3.253839679361006,1.400088239856098,0.20337650115877773,Iris-setosa
+103,6.160299184260985,3.0188943580524437,4.470874153816283,1.3860850038507282,Iris-versicolor
+104,5.8465138941092505,3.0664321085802406,4.353989365027815,1.599404776725231,Iris-versicolor
+105,5.490076298495257,4.189420725516326,1.3100612409139238,0.2,Iris-setosa
+106,5.162631007071665,2.515366217996573,3.426762271239781,0.9784967373357565,Iris-versicolor
+107,5.129701316092087,3.443435434087736,1.9808709429282696,0.34084162759628656,Iris-setosa
+108,5.4080961247911485,4.028466744136148,1.4356010086750617,0.2,Iris-setosa
+109,6.244417236569652,2.263281379812139,4.202369154483533,1.2797839980516366,Iris-versicolor
+110,5.402136223334884,2.9567200992872613,4.313683632840733,1.4519361725818398,Iris-versicolor
+111,4.651855444985231,3.5718299830163756,1.0000012042882145,0.2,Iris-setosa
+112,7.7,2.738580181935912,6.7,2.0457999172368897,Iris-virginica
+113,6.010443312531643,2.2,5.034180928721735,1.5119374297874946,Iris-virginica
+114,7.7,2.2,6.7,2.5,Iris-virginica
+115,6.515888478965817,3.081824623355539,5.49706001284032,1.8693421931026721,Iris-virginica
+116,7.7,2.2,6.7,2.5,Iris-versicolor
+117,6.580268057029814,3.0306027770021573,5.416199103893294,1.8984593300175767,Iris-virginica
+118,6.315413232558355,3.0233478760412944,5.554924987530611,1.7850562624211501,Iris-virginica
+119,6.181372559600964,3.001906205121013,4.958231948666536,1.6914514286917839,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/6/test.csv b/iris/tab_ddpm/0_1/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/6/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/6/train.csv b/iris/tab_ddpm/0_1/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/6/val.csv b/iris/tab_ddpm/0_1/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/6/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/7/synth.csv b/iris/tab_ddpm/0_1/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5198078359a43a3642055d1fe56af8c57d6ebf32
--- /dev/null
+++ b/iris/tab_ddpm/0_1/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.496379145384729,2.2785378230415696,1.2992242518211319,0.2601104470991809,Iris-setosa
+1,4.762995301454354,3.1522681242455866,1.4175511726189398,0.2,Iris-setosa
+2,6.642799881470628,2.9331217114485373,5.2011394168953204,1.956724927101443,Iris-virginica
+3,5.604638740738452,2.9874235104469005,4.13347931362532,1.4768479069661875,Iris-versicolor
+4,5.9736933052604355,2.200000281361537,5.010423570119341,1.537108835023988,Iris-virginica
+5,7.7,2.2229620662011875,6.7,2.499267681176911,Iris-virginica
+6,4.5808806848999435,3.596083873922473,1.0,0.2,Iris-setosa
+7,5.40005485746335,2.6360295026471428,4.147173589881768,1.2821954359179144,Iris-versicolor
+8,6.231818568873211,3.5165143544904796,5.583995018002977,2.424519570510424,Iris-virginica
+9,5.906383796894326,2.9600278464071272,5.083241878132008,1.7413599763176848,Iris-virginica
+10,4.641903627169475,3.64993772115008,1.0000011419051182,0.2,Iris-setosa
+11,4.90078294408666,3.159570679120597,1.4754787352300673,0.1,Iris-setosa
+12,5.001099386456204,3.587623941281832,1.5894562969865966,0.21609899744887956,Iris-setosa
+13,4.59332573187314,3.7789312129735255,1.0,0.2,Iris-setosa
+14,4.591802830867473,3.5791383222039954,1.00000053593089,0.2,Iris-setosa
+15,7.7,2.2,6.7,2.5,Iris-virginica
+16,4.4000012200163106,2.8975522174989643,1.4094794970286393,0.2,Iris-setosa
+17,7.2984745937708615,3.334443315782058,6.339482269660364,2.5,Iris-virginica
+18,4.586722610298792,3.845369577165645,1.0,0.2,Iris-setosa
+19,5.8642860668140475,2.8548849753825136,5.236834909210513,1.8098586958883625,Iris-virginica
+20,7.7,2.2,6.7,2.5,Iris-virginica
+21,6.960177557325751,3.0092037103034452,5.599640142205029,2.223478246446572,Iris-virginica
+22,6.331073997047823,3.084687267495052,4.630995361981608,1.4225578356306878,Iris-versicolor
+23,4.57793410163697,3.5738793815405487,1.0,0.2,Iris-setosa
+24,6.328925054358122,2.6500869520589125,5.01222970597752,1.8513743014505128,Iris-virginica
+25,5.921229135022825,2.9596992054544806,5.042910739591359,1.757525478341207,Iris-virginica
+26,6.821951147191925,2.9095061490478615,6.121761217690089,1.8135904117050414,Iris-virginica
+27,6.9636464884341684,2.853125788880165,6.02434340179348,1.7680864411873682,Iris-virginica
+28,4.979629741471413,3.4793134288880045,1.398814135395293,0.34186752293793243,Iris-setosa
+29,5.949750186577306,2.8139848418693436,5.082265149962339,1.8537936441726988,Iris-virginica
+30,6.3075877438666765,3.0768107570601186,4.472039222571861,1.4028183460632417,Iris-versicolor
+31,5.512245061138981,4.225431863104975,1.3377006071053172,0.2,Iris-setosa
+32,5.339767950983084,2.4948915067429835,3.6403526918113354,1.098575792018235,Iris-versicolor
+33,6.091966657654468,2.7110964627742375,5.199848086018712,1.6319813021962226,Iris-virginica
+34,5.446528450741261,4.261059053624102,1.2857128336283128,0.2,Iris-setosa
+35,4.400001153701579,3.2292053118491184,1.3350322588785593,0.2,Iris-setosa
+36,4.922918615215629,3.064762248712805,1.3203534975785787,0.2,Iris-setosa
+37,5.163057161808429,3.4685732587722735,1.6224428199693073,0.2,Iris-setosa
+38,7.7,2.2,6.7,2.5,Iris-virginica
+39,4.501496562344234,2.346807271974295,1.2957789673275675,0.2434016304043579,Iris-setosa
+40,6.72250731652981,3.0865562496955543,4.492134187835305,1.464924699453938,Iris-versicolor
+41,7.7,2.2,6.7,2.5,Iris-virginica
+42,4.622701498859185,3.8081430319147844,1.0,0.2,Iris-setosa
+43,5.760960112761341,3.0576629145047995,4.371216654817945,1.4522286613962838,Iris-versicolor
+44,5.229731086311336,3.5813640146776278,1.33301138241672,0.3728734909125656,Iris-setosa
+45,5.219160291982527,3.82549787200244,1.4263871699028166,0.2,Iris-setosa
+46,6.31548532904572,2.5129108936576032,4.9677203463794015,1.9067767596086753,Iris-virginica
+47,5.336873844146186,3.5045938462728503,1.4500299293825778,0.2,Iris-setosa
+48,5.366887724655839,2.9357340401915972,4.151342241063007,1.3894213785044962,Iris-versicolor
+49,6.769310105092617,3.1396747128098954,5.618021032191563,2.3510718335408445,Iris-virginica
+50,5.917721930917184,4.4,1.621673887930788,1.4814047201540568,Iris-setosa
+51,6.3168652244604315,2.9471919246122846,4.574027066176029,1.3284242709451268,Iris-versicolor
+52,4.649209995782949,3.42704501816784,1.4029772224267227,0.3134518858393519,Iris-setosa
+53,6.411150564962966,2.608377589587156,5.067307692528734,1.8849746532803888,Iris-virginica
+54,6.723949590204314,2.9220393737694232,5.8081745937264415,1.6459643663124337,Iris-virginica
+55,5.796768289451297,2.901053857996275,5.030012297726626,1.879834923416817,Iris-virginica
+56,6.947018033733132,3.366703550503357,5.95024846277149,2.5,Iris-virginica
+57,6.097624613413263,2.5925316470878608,5.597539186131307,1.34102658953846,Iris-virginica
+58,7.7,2.2,6.7,2.5,Iris-virginica
+59,5.73274294538965,2.745536107971313,5.198843743418456,1.8924529946878823,Iris-virginica
+60,7.693112432222078,2.9501864300636544,6.688679027391453,1.9055425470063894,Iris-virginica
+61,5.487492373759383,2.4641941726485976,4.113413561920165,1.1210327197470198,Iris-versicolor
+62,5.986254120677646,2.843992777617472,5.067792717383216,1.854892124338007,Iris-virginica
+63,5.830511417025027,2.3544666011507935,4.178555123894772,1.0984402007300598,Iris-versicolor
+64,5.505012077073862,2.66288448423395,4.100459134833731,1.264231208964014,Iris-versicolor
+65,5.039977230754402,2.5148511908935176,2.4818373344460576,1.2653995331524936,Iris-versicolor
+66,4.603326067695946,3.5835202662051113,1.0000003623067368,0.2,Iris-setosa
+67,6.263609162045941,2.6576640310598334,5.246974817970615,1.7130383488523542,Iris-versicolor
+68,5.433384438742997,2.9552845741403413,4.477209752784242,1.4565335131231045,Iris-versicolor
+69,4.956877716855044,3.5430615037156725,1.4024051850228847,0.2,Iris-setosa
+70,5.998886451754306,4.4,1.5585477460339061,1.287946098015344,Iris-setosa
+71,5.980535641325115,3.198530673584858,4.560366269006071,1.6681486075137812,Iris-versicolor
+72,5.243640841820205,3.783420482788941,2.5556700638655925,0.38152923144779916,Iris-setosa
+73,5.798716974182531,4.4,1.5599244217237724,1.0604230928653757,Iris-setosa
+74,5.407605283148621,3.882839525516209,1.638061206622937,0.4491039720586804,Iris-setosa
+75,6.002042958762768,2.2,4.970298997203557,1.4523852474732264,Iris-virginica
+76,4.591474483396679,3.588521436511527,1.0,0.2,Iris-setosa
+77,6.260627479921417,2.3028585299822306,4.368292483284924,1.2835174764020736,Iris-versicolor
+78,6.06718308903204,3.2627031924334258,4.6140090501134,1.6549407590417968,Iris-versicolor
+79,4.400000476270737,2.935942033404583,1.4057428322191905,0.2,Iris-setosa
+80,6.943848521973197,3.355673439768622,5.7267185456117025,2.5,Iris-virginica
+81,5.976153722285981,2.9163034974070827,5.1767409914782005,1.7620454890098745,Iris-virginica
+82,5.786818330019916,2.654211994782337,5.079972806054152,1.9316421127905445,Iris-virginica
+83,7.1926356393880395,2.9103664336096293,6.184443771344451,1.7318761643887681,Iris-virginica
+84,5.61349086442823,3.565802116522705,2.2715927407192575,0.2140877526614855,Iris-setosa
+85,5.811391132080218,2.7556722425732576,5.160732286816944,1.8403233125412621,Iris-virginica
+86,4.987590285294091,3.5824674249925663,1.5893142360718762,0.2781695766892478,Iris-setosa
+87,7.5282672656566865,3.347653749571373,6.419946677909192,2.5,Iris-virginica
+88,5.007578134169715,3.603123206819081,1.371513360473248,0.2,Iris-setosa
+89,5.077091810106232,3.941852152820595,2.1879855422287924,0.39381682091081094,Iris-setosa
+90,5.866903770791845,3.1268078235112813,4.842663417621329,1.771483014039669,Iris-versicolor
+91,5.012073636740515,3.2954362132030517,1.271753559653281,0.2,Iris-setosa
+92,4.573822999951388,3.739163541340684,1.0,0.2,Iris-setosa
+93,6.111006436103637,2.9343449776547232,4.531199345586004,1.3432639291908846,Iris-versicolor
+94,5.574367716544635,2.740792028395822,4.219124445032593,1.322565006048151,Iris-versicolor
+95,5.269371265270098,3.7986278676236584,1.3997365165040165,0.31330583315515487,Iris-setosa
+96,7.053082152371328,3.4766958773036727,6.115407777309433,2.5,Iris-virginica
+97,7.244049793602089,3.51873606700123,6.129646723941069,2.5,Iris-virginica
+98,5.084762284821109,3.3723859261478575,1.4537731281513016,0.22400148075278564,Iris-setosa
+99,5.220904332401646,3.7741934077627737,1.4753167899192885,0.3857671473496559,Iris-setosa
+100,7.7,2.2356193365552954,6.7,2.4753980596789877,Iris-virginica
+101,5.066832636660783,3.2796423910306935,1.4790016667399182,0.2,Iris-setosa
+102,5.655529569996841,3.0394999302077665,4.3253836050537915,1.5200726823003765,Iris-versicolor
+103,7.458136828104104,2.8979578064406177,6.376905169256998,1.8668730574906984,Iris-virginica
+104,6.127071176447159,2.4554132356875567,4.834725462950363,1.4323620383831908,Iris-versicolor
+105,4.853009728109749,3.5628955047189845,1.4460789710638677,0.2797768937526167,Iris-setosa
+106,7.7,2.2,6.7,2.5,Iris-virginica
+107,5.877810850362886,3.3674642052044694,4.593499533406552,1.740985498693338,Iris-versicolor
+108,5.821463610229786,2.3827328226738556,4.199440998909192,1.2834160269106394,Iris-versicolor
+109,7.7,2.2,6.7,2.5,Iris-virginica
+110,5.906679395714582,3.2495949537308615,4.636726815403856,1.693352774541787,Iris-versicolor
+111,5.136390278985007,2.4967177032443755,3.0520729005481675,1.0647485533591992,Iris-versicolor
+112,6.441917347957509,3.389348707048412,5.593840314717378,2.292927374748094,Iris-virginica
+113,6.448502535556778,2.98044667527673,5.363839341804875,1.7414658284312583,Iris-virginica
+114,5.85741824139134,3.242232427218372,4.6571354895163175,1.7896172869518594,Iris-versicolor
+115,6.104424052823283,2.7042496896262507,5.506059169568151,1.6906636064145435,Iris-virginica
+116,6.006032557560739,3.3732069656676678,4.443906106680082,1.6047197143268068,Iris-versicolor
+117,6.088131510815093,3.0635710959839555,5.302178886382629,1.796032236485337,Iris-virginica
+118,7.7,2.2001150041795383,6.7,2.4999994184770067,Iris-virginica
+119,5.136033981732827,3.4208201202067334,1.4014724001966035,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/7/test.csv b/iris/tab_ddpm/0_1/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/7/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/7/train.csv b/iris/tab_ddpm/0_1/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/7/val.csv b/iris/tab_ddpm/0_1/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/7/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/8/synth.csv b/iris/tab_ddpm/0_1/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c146f9e1614e42679e0cc06dbbadd308f1289dd
--- /dev/null
+++ b/iris/tab_ddpm/0_1/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2925636913233,2.6940461262842903,4.95474262433572,1.8003307578480765,Iris-virginica
+1,5.3776145334981855,2.9753573307069585,4.604271255198327,1.4885721805332073,Iris-versicolor
+2,5.886889651880475,4.4,1.544985536694777,1.0179784078669898,Iris-setosa
+3,5.1370944370491225,3.837716586456355,1.6146025729029534,0.2,Iris-setosa
+4,6.3066222791796145,2.899594397621921,4.34894005698453,1.3117689220471587,Iris-versicolor
+5,5.105266446900699,3.47534404550342,1.5257923219290421,0.2,Iris-setosa
+6,5.890020711905367,2.3617883990110706,4.3221306097982914,1.2715824065315973,Iris-versicolor
+7,5.9460374468968995,4.4,1.5924729456278444,1.264314201597771,Iris-setosa
+8,5.866741190234945,2.6979507999102745,4.692541384999599,1.4114364872567726,Iris-versicolor
+9,6.650332832892823,3.0102639219943277,5.680570245515046,1.7902798996872247,Iris-virginica
+10,4.424695347457403,3.1849402978621377,1.3969403953169726,0.2,Iris-setosa
+11,7.606791223475695,2.917962180548071,6.575849130748154,1.9437588839806008,Iris-virginica
+12,4.515152293599203,2.28870878698969,1.3174232724308914,0.3003836075077895,Iris-setosa
+13,7.103914610743176,3.4388155049741846,6.150716007379426,2.5,Iris-virginica
+14,4.973201378264043,3.389872080667731,1.3183407733454913,0.2,Iris-setosa
+15,6.299799416464128,2.2870792363828496,4.4029433702742296,1.2891229032813956,Iris-versicolor
+16,5.092957829239119,3.7024132652238064,1.684343298304622,0.3876993898449535,Iris-setosa
+17,5.012590700037837,2.460947654330592,3.4588641879936093,0.9614119677402893,Iris-versicolor
+18,5.861321340650717,3.264210809132645,4.567133842198126,1.734425165292404,Iris-versicolor
+19,4.977941519766007,3.3939464077214185,1.1143799474004161,0.2,Iris-setosa
+20,6.038010661416647,2.2000003257284635,4.945888748800574,1.5435485980075183,Iris-virginica
+21,6.187529538510776,2.6457846779841283,5.59149218124704,1.4419276527097251,Iris-virginica
+22,5.633999163541191,2.5181900722960173,5.0260194374444636,1.9656902784786907,Iris-virginica
+23,6.546327252600315,3.2989454225117734,5.807870994263304,2.114603498142361,Iris-virginica
+24,4.639436890036101,3.6233915551127738,1.0000022946584204,0.2,Iris-setosa
+25,4.912088393993046,3.477527451813436,1.5340722674753775,0.2,Iris-setosa
+26,5.294650514970611,3.516054618156526,1.6327335016091866,0.2,Iris-setosa
+27,4.794396793983285,3.4442340007190135,1.4834039385259559,0.20471478658286346,Iris-setosa
+28,6.608360102372692,2.969177561796418,4.963793912133724,1.6973629775972665,Iris-versicolor
+29,6.091109159153257,2.538865269338692,4.989774965032664,1.9069473844854605,Iris-virginica
+30,7.7,2.783290965279785,6.7,2.1433809950322567,Iris-virginica
+31,4.4,3.1790596509541036,1.282181762318964,0.2,Iris-setosa
+32,4.892679480646408,3.3573476984541797,1.4919742323550056,0.2,Iris-setosa
+33,5.792598786827181,2.6205683679951925,5.0568655515048935,1.926107523466169,Iris-virginica
+34,4.998631685651201,2.4499034911416575,2.884591877457754,1.262759058191435,Iris-versicolor
+35,7.7,2.2,6.7,2.5,Iris-virginica
+36,7.7,2.6351355999001953,6.7,2.2292377705127073,Iris-virginica
+37,5.23291111534185,3.5639381259280407,1.4255571291230116,0.2,Iris-setosa
+38,6.299632962880811,2.333352331799126,4.654588784412705,1.3803674609835164,Iris-versicolor
+39,4.589585292214693,3.5958569147952124,1.0,0.2,Iris-setosa
+40,6.266311175466689,2.9693586414833457,4.673075709522259,1.4325346553899385,Iris-versicolor
+41,5.290174500428534,3.7757025114287166,1.4645481186698928,0.3769825687071885,Iris-setosa
+42,4.660697888195995,3.549220431888949,1.4068897487508334,0.3867368864004378,Iris-setosa
+43,6.068657937068655,2.816563290788579,5.145124240342175,1.67507879836225,Iris-versicolor
+44,5.8833233402173555,2.9894744719354884,5.080053080138412,1.8045378700646713,Iris-virginica
+45,5.4753088034487725,4.098635687194799,1.4119450650080267,0.2,Iris-setosa
+46,4.976062609639453,2.437087387520424,3.810652412815273,1.081888498753162,Iris-versicolor
+47,6.200278454586491,2.761206682874223,5.333979555095635,1.4933648456145374,Iris-virginica
+48,6.260194981177727,2.947640032801496,5.455110262819683,1.6878285994143605,Iris-virginica
+49,4.400000948317545,3.079029796684485,1.4004095157998064,0.2,Iris-setosa
+50,5.808014228589708,3.203189536573446,4.74217560001097,1.809106310389068,Iris-versicolor
+51,4.893345086603625,3.4176898153700583,1.4288044349913924,0.2,Iris-setosa
+52,6.424878037519375,3.389098180094335,5.684610744146508,2.189104016005193,Iris-virginica
+53,4.99539711411617,3.4133768737069965,1.4149492490022286,0.2,Iris-setosa
+54,5.2231390184009285,3.596973277660131,1.6228602871235054,0.2,Iris-setosa
+55,6.26574328174842,2.3698295300388823,4.467166261240538,1.2873757880389711,Iris-versicolor
+56,6.1929450673675,2.793242895420459,5.158224503048046,1.71065266515421,Iris-versicolor
+57,5.225559180148922,2.6250894990110605,3.8174530991380102,1.2938766523024854,Iris-versicolor
+58,6.8204617144482835,3.0983785984458976,5.683049374684557,1.9987172739520827,Iris-virginica
+59,5.956179222195133,3.2936301756892545,4.792158190941646,1.8199697184568493,Iris-versicolor
+60,5.10406864230623,3.335732688388778,1.6100815803571065,0.2,Iris-setosa
+61,6.556417665367522,3.0155525062817685,5.654978519779908,1.9256248012137929,Iris-virginica
+62,6.158193070130062,3.173071410981921,4.162345175630836,1.5092520217641496,Iris-versicolor
+63,7.7,2.2,6.7,2.5,Iris-versicolor
+64,5.028935513564842,3.444225084147023,1.3351169599319348,0.25385317475819125,Iris-setosa
+65,5.272558255611107,3.331944721658278,2.89582969918714,0.23531709633832898,Iris-setosa
+66,5.426183797315703,2.9458827670581167,4.2185106920381505,1.4803278317185444,Iris-versicolor
+67,5.9190083310010895,3.023904160300947,4.710041097673431,1.7805547753383046,Iris-virginica
+68,7.7,2.538048820373204,6.7,2.2620466679463616,Iris-virginica
+69,7.699957823545087,2.7759468833371015,6.69995544499008,1.9199393841598102,Iris-virginica
+70,6.242744462018903,3.034287681884774,4.940681192076032,1.8472755945932962,Iris-virginica
+71,5.895346541005432,3.149638086731597,4.728833567797246,1.7405314109241001,Iris-versicolor
+72,6.222785636151235,3.2710115257512817,4.438805211627933,1.4591339995007402,Iris-versicolor
+73,4.6124353807490115,3.5681495820574254,1.0000006568324733,0.2,Iris-setosa
+74,5.025594184422779,3.2813557616918856,1.4555088734096207,0.2,Iris-setosa
+75,5.89961502371967,2.468962812365268,4.368089906374889,1.3075056883697798,Iris-versicolor
+76,6.562323981605383,3.193433196494859,5.557712353588159,1.9625428334372108,Iris-virginica
+77,5.166203046925853,2.62925979103178,4.06472008597943,1.3676355291842268,Iris-versicolor
+78,5.968862202560036,2.2000003945042437,4.995146294610639,1.4858626944629674,Iris-virginica
+79,6.772959798455034,3.1403923621219656,5.5859510293515555,2.1644567303988373,Iris-virginica
+80,4.90227433373914,3.268431278847469,1.3847699246312641,0.2,Iris-setosa
+81,5.982179873458685,2.6863427321372306,4.5119353828427595,1.2089697867419393,Iris-versicolor
+82,5.719240651516803,3.177090757011936,4.66078130029557,1.6481182492960464,Iris-versicolor
+83,5.7038929732519765,3.0975300106197037,4.418991119438398,1.4480767899624623,Iris-versicolor
+84,7.210848114476697,3.433010724636756,6.287449222583775,2.5,Iris-virginica
+85,6.035761277483569,3.390584771365166,4.480381093577325,1.513209977610965,Iris-versicolor
+86,4.782218730639437,3.1465871181688287,1.4131775954096797,0.2,Iris-setosa
+87,7.0660747690685834,2.9158139077088086,6.06785559764848,1.8655930313751081,Iris-virginica
+88,6.046901037622169,3.0498981960551204,4.368334277092331,1.488420395093386,Iris-versicolor
+89,5.031645326350547,2.4802956257202307,3.338783385749307,0.9724234887186645,Iris-versicolor
+90,4.666370323889636,3.591127380889431,1.0000004118643435,0.2,Iris-setosa
+91,4.919276322635955,3.1695112331953657,1.4644478844820723,0.1000004331859126,Iris-setosa
+92,6.204005607255947,3.0144395142694065,4.890989173227339,1.600458118581731,Iris-versicolor
+93,6.559549704138309,3.1691555915526073,4.40436963781938,1.4101293870812128,Iris-versicolor
+94,4.515114378253698,2.3397590632699905,1.285251277864892,0.2845754347184204,Iris-setosa
+95,5.9751464521705575,2.3603594115545916,4.138090283761592,1.1638046627396286,Iris-versicolor
+96,6.012131272968104,3.2844304089598797,4.557803531875738,1.6571730569617122,Iris-versicolor
+97,5.3380540908614575,3.4294438255183444,1.6972520254642633,0.2,Iris-setosa
+98,5.0037332026722625,3.465570349019851,1.5278260683988694,0.2,Iris-setosa
+99,5.118380852297267,3.4969925029293543,1.622312809018571,0.2,Iris-setosa
+100,4.717342539230188,3.056733990528455,1.3126304288358392,0.2,Iris-setosa
+101,5.214702436298748,3.5994897806706985,1.6946374268177993,0.3005198403474761,Iris-setosa
+102,4.697319785382107,2.9980922327235713,1.418120273652436,0.2,Iris-setosa
+103,4.710362253551854,3.4910348886687523,1.3820645694899352,0.2,Iris-setosa
+104,5.796901263192451,2.735089865386321,5.035395467313061,1.9050861982433527,Iris-virginica
+105,6.626970267520626,3.079778152576757,4.49550834823539,1.4625692202307103,Iris-versicolor
+106,6.452454517795684,3.085524003636632,4.912927016864108,1.734856203719427,Iris-versicolor
+107,5.038582217356122,3.765417203762616,1.4872459346471352,0.2,Iris-setosa
+108,4.685705775111998,3.464985414122797,1.5226647761462107,0.2,Iris-setosa
+109,4.890922284855388,3.0988607158938173,1.4876018414445176,0.1,Iris-setosa
+110,6.187837541583903,2.912493460924104,5.396110053951162,1.8199463687282886,Iris-virginica
+111,4.589507638887224,3.7141541685566404,1.0,0.2,Iris-setosa
+112,7.375938074977587,2.916280923071848,6.345598221594932,1.7451885736902717,Iris-virginica
+113,6.5837634451675955,3.0076680253674652,4.4016295699696695,1.3461572504328234,Iris-versicolor
+114,4.400000514351228,3.055225881913685,1.3284938347058328,0.2,Iris-setosa
+115,4.527149771788456,2.317329175319344,1.343307694806082,0.27045042584179474,Iris-setosa
+116,6.433909601702019,3.0202799578385426,5.542338811451726,1.812941340567547,Iris-virginica
+117,7.041704663281632,3.295854136740292,5.876859511872299,2.5,Iris-virginica
+118,6.30723882255593,2.3552096481721105,4.636964311042533,1.4089609989575667,Iris-versicolor
+119,6.277855091185524,2.8948881783347593,4.412906571639603,1.339022773922549,Iris-versicolor
diff --git a/iris/tab_ddpm/0_1/8/test.csv b/iris/tab_ddpm/0_1/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/8/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/8/train.csv b/iris/tab_ddpm/0_1/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/8/val.csv b/iris/tab_ddpm/0_1/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/8/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/9/synth.csv b/iris/tab_ddpm/0_1/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b13f26c96c61b45d67d01ee125b6767a97110d5d
--- /dev/null
+++ b/iris/tab_ddpm/0_1/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.252142819205412,3.4876689994495567,1.464282867355592,0.2,Iris-setosa
+1,7.7,2.2,6.7,2.5,Iris-virginica
+2,4.601913991786564,3.268557670648365,1.4691515102674135,0.2,Iris-setosa
+3,5.078092893757878,3.356510686192438,1.432785303233671,0.2,Iris-setosa
+4,5.332352202955023,3.453821338931012,1.905902883327203,0.2,Iris-setosa
+5,5.413811968793639,2.874647582909349,4.08374640223006,1.256238401378241,Iris-versicolor
+6,4.913924333364652,3.1272336615023777,1.49352405142922,0.10000018620992218,Iris-setosa
+7,5.122560828804303,3.608805204412076,1.4513055362229232,0.2,Iris-setosa
+8,6.164429419461264,4.4,1.6523870274359984,1.364749018851736,Iris-setosa
+9,5.180454058657209,2.774229671691614,4.113933080495102,1.433617214295562,Iris-versicolor
+10,6.08460474590795,2.3219722815456865,4.276371383039816,1.2216975717389678,Iris-versicolor
+11,5.184944757285021,3.4476545449280738,1.395559226071323,0.2,Iris-setosa
+12,5.890026400516222,3.1900358419961274,4.807558593814604,1.7551075522091684,Iris-versicolor
+13,4.5617709338326,3.8100094788523435,1.0,0.2,Iris-setosa
+14,7.7,2.759280260578109,6.7,1.9651170188834366,Iris-virginica
+15,5.304288698232507,3.9596973636326873,1.4118597497939782,0.33939675139302206,Iris-setosa
+16,4.546460636989873,3.644068333788212,1.0,0.2,Iris-setosa
+17,6.545069490089643,3.1247521465836123,5.566987269022576,2.0969172398139513,Iris-virginica
+18,6.54635804393217,3.3604771710901877,5.583418773851021,2.1338792610689126,Iris-virginica
+19,6.275694447984508,3.0348386344673117,4.315365796135349,1.4155573668480066,Iris-versicolor
+20,5.581948355244552,2.9359921556998523,4.55220286478968,1.4382125079684631,Iris-versicolor
+21,4.9017953293668555,3.0886543561030275,1.5456898623028867,0.10000010141855692,Iris-setosa
+22,5.197538280193285,3.36994889047391,1.489115368373954,0.2,Iris-setosa
+23,5.863519559998448,2.8040009898449854,5.012266075832144,1.8763066078376325,Iris-virginica
+24,4.936634670137865,3.394757337013612,1.4570565329360827,0.2,Iris-setosa
+25,4.601546684006749,3.625326172862806,1.0,0.2,Iris-setosa
+26,6.782664463396576,2.907077991424713,5.948610622112526,1.8029312676195601,Iris-virginica
+27,6.28337089756095,2.9323438944045552,5.16855123551378,1.7347078518847237,Iris-versicolor
+28,4.60075131864381,3.6146215594262396,1.0,0.2,Iris-setosa
+29,6.299645095550658,2.752324055310696,4.524589463391807,1.4252690189048236,Iris-versicolor
+30,4.610866300115542,3.227576885031327,1.3660874034861332,0.2,Iris-setosa
+31,7.7,2.2,6.7,2.5,Iris-virginica
+32,5.117996296288733,3.375346922012192,1.34302048382844,0.2,Iris-setosa
+33,6.057804811237685,3.103773505627714,5.213608251201107,1.823904296336197,Iris-virginica
+34,7.104319509660055,3.0691811470004056,5.909316535062264,2.226381367481676,Iris-virginica
+35,5.869942874201857,3.05018577056614,4.94925078164026,1.7497283664070367,Iris-virginica
+36,5.5000381713688515,4.3788514655285535,1.4101754218222546,0.2,Iris-setosa
+37,6.247287662155982,2.7768031323194236,4.818830063884436,1.7940207708129081,Iris-virginica
+38,5.889816596388197,2.7240966350855995,4.1830615744105355,1.3045579082744443,Iris-versicolor
+39,5.070143185073577,3.600499219365704,1.4466768678355155,0.2723611627335908,Iris-setosa
+40,6.515610095239586,2.901666662349705,4.5081703170643825,1.3040257416241132,Iris-versicolor
+41,5.992380393254077,3.253336729863319,4.696496384955296,1.62922754048645,Iris-versicolor
+42,6.128427057195351,2.8107556600883177,5.034464026119697,1.7929557300519812,Iris-virginica
+43,4.531710230120544,2.37278543421148,1.3785619063336751,0.2877758305688612,Iris-setosa
+44,5.365314925868164,2.932442943142987,4.204423338959873,1.4230765632113074,Iris-versicolor
+45,7.7,2.2,6.7,2.5,Iris-virginica
+46,5.362924289807346,3.7701648561965717,2.0135124703961136,0.5993648621101753,Iris-setosa
+47,6.020377166050593,2.2,4.974074418384846,1.5575996174920763,Iris-virginica
+48,7.7,2.2280654766823953,6.7,2.499196548933904,Iris-virginica
+49,7.164495710478501,2.9142053063622213,6.203821336262052,1.8501178210000906,Iris-virginica
+50,5.149223114264687,3.8707638231144865,1.4885463685478102,0.2,Iris-setosa
+51,6.766615591182769,3.314874995572297,5.611430016458523,2.3166242308451537,Iris-virginica
+52,6.340023582219003,2.347767058077977,4.498228731682931,1.3766701582399816,Iris-versicolor
+53,6.504118016416376,2.951419356535752,4.266436914114731,1.3216162447071713,Iris-versicolor
+54,5.979886005571827,3.0117790542094474,4.782205012074535,1.8220762387426026,Iris-virginica
+55,5.232304019302265,3.4278081552661077,2.104538757241564,0.2,Iris-setosa
+56,6.172871401467649,4.4,1.4992291577838932,1.2859574715619786,Iris-setosa
+57,4.874473257844085,3.1112828040848655,1.5508487424817659,0.1,Iris-setosa
+58,5.129294109847798,3.526700377867805,1.4870071520646944,0.2,Iris-setosa
+59,7.7,2.2,6.7,2.5,Iris-virginica
+60,5.185223826568491,3.5934063696825054,1.5786426655991797,0.2,Iris-setosa
+61,5.967826714521426,2.2,5.030319782136718,1.4988666425750112,Iris-virginica
+62,5.6668182448317275,2.5189573421898643,5.040662243483199,2.069725821784011,Iris-virginica
+63,4.910820700025194,3.084629479831413,1.499014860845045,0.1,Iris-setosa
+64,5.2775867636316,2.5179727408284682,3.826314945218389,0.9902478027724316,Iris-versicolor
+65,6.653520736849907,3.017737713945119,5.490932983830926,1.9573156121521986,Iris-virginica
+66,5.317407152658774,3.7352879860368438,1.3627860876213556,0.4963688689495391,Iris-setosa
+67,7.7,2.2,6.7,2.5,Iris-virginica
+68,4.4,2.817553373479226,1.4116874571327396,0.2,Iris-setosa
+69,4.9219846121560655,2.415438033522363,2.8035177945706398,1.2711054796977006,Iris-versicolor
+70,5.26017103119919,3.5929485962940664,1.4820193954363414,0.2,Iris-setosa
+71,6.139353716478574,2.8220732753091844,4.314985365814678,1.2795285976616273,Iris-versicolor
+72,6.445235750551576,2.8473112404492755,5.573380530083543,1.8446509378530958,Iris-virginica
+73,6.584855410439402,3.11977696661498,4.40626688834598,1.377194986819132,Iris-versicolor
+74,7.7,2.2,6.7,2.5,Iris-virginica
+75,5.139815261638865,4.025697186539625,1.373418203667603,0.2,Iris-setosa
+76,6.1841460665263694,2.927174445158353,4.787225273062829,1.766831212894058,Iris-virginica
+77,7.24495778007752,3.3971273408576574,6.30472533248116,2.5,Iris-virginica
+78,5.565083857669522,2.8703649576833907,4.630418130562115,1.3929975885249495,Iris-versicolor
+79,6.29356780004301,3.3992238325669217,5.68331140512516,2.4567700212651777,Iris-virginica
+80,7.177707035353721,3.0320853341788574,5.938887322177528,2.161980336177157,Iris-virginica
+81,4.739980453960368,3.4378092153616486,1.4683130914670355,0.3298133443647916,Iris-setosa
+82,7.7,2.2,6.7,2.5,Iris-virginica
+83,5.289533600958922,3.8393624534364204,1.569015258561574,0.2,Iris-setosa
+84,5.365947677341828,2.637106269802913,3.826036991647852,1.3215593184872407,Iris-versicolor
+85,5.094901530936779,3.543145136321987,1.281750765619054,0.31130264874664026,Iris-setosa
+86,6.4610553271187685,3.01071143174632,4.30377071881261,1.3380565424137547,Iris-versicolor
+87,5.6024242672608,3.010699760279599,4.362680985276842,1.3321326986415634,Iris-versicolor
+88,4.83934675104796,3.08550136177749,1.5214404645711321,0.1,Iris-setosa
+89,7.7,2.2,6.7,2.5,Iris-virginica
+90,5.210538394309589,3.781506970490226,1.6465250754493064,0.3795185971340833,Iris-setosa
+91,5.716108184202795,3.0131916185733836,4.41516736139001,1.514757035065831,Iris-versicolor
+92,4.6062528451774085,3.5842753487180987,1.0000007238697,0.2,Iris-setosa
+93,5.855964899820296,2.6636589520988196,5.109752037014222,1.889306962796505,Iris-virginica
+94,6.415064687378919,2.814766207226001,5.009357804454791,1.6982021110340062,Iris-versicolor
+95,6.476048908144757,2.8931295044312226,5.150753914539998,1.8146642355206895,Iris-virginica
+96,5.183234554764518,3.779505075159803,1.4287744601627992,0.2,Iris-setosa
+97,5.10317124077328,3.788971845226511,1.3523228452890508,0.2,Iris-setosa
+98,5.419040051900325,2.4171290236855776,3.7219112865191084,0.9779957734151038,Iris-versicolor
+99,6.392241120592267,3.208626570710598,4.436065608521687,1.5210840209498027,Iris-versicolor
+100,5.075721227041808,3.3375428640112297,1.5256191292807495,0.283399617075115,Iris-setosa
+101,6.054429996617238,3.158888515357603,4.6445747400053765,1.7740100590313317,Iris-versicolor
+102,6.29929199045443,2.781363681074992,4.912289398270848,1.4771155378767056,Iris-versicolor
+103,6.609879754430603,3.3637272284887,5.561386594334699,2.170763974422576,Iris-virginica
+104,6.445956409791123,3.036877214029642,4.894565315604513,1.5519668252925818,Iris-versicolor
+105,6.623017262090107,2.9512320793949947,5.044885916137213,1.6919795518312069,Iris-versicolor
+106,7.7,2.2,6.7,2.5,Iris-virginica
+107,5.096561926901083,3.3671897660715953,1.4026019547008246,0.2,Iris-setosa
+108,6.212168461892442,2.7892468030317827,5.301312766951166,1.7773778069975357,Iris-versicolor
+109,4.704625122197469,3.270451092856436,1.332221429889466,0.21071088432092933,Iris-setosa
+110,6.270487091584241,2.519107671161938,5.04096138605664,1.928441121693368,Iris-virginica
+111,5.4253750712872115,3.374055406279866,2.132310543888449,0.2,Iris-setosa
+112,6.462541773997739,3.3797646711654425,5.684924322412934,2.307278122411237,Iris-virginica
+113,5.3038218834379505,2.4488860240117925,3.6088182919971654,1.0990042711211396,Iris-versicolor
+114,6.729759864129812,3.0638649621385263,4.489901569240353,1.4324226702105654,Iris-versicolor
+115,6.323209307088944,2.681007084466727,5.01690184892129,1.6633672778278152,Iris-versicolor
+116,6.668280003383467,3.109565521549509,4.410996076373504,1.4236878504081878,Iris-versicolor
+117,5.115169942441688,3.870789290507981,1.4037649313371725,0.2,Iris-setosa
+118,6.296084168689908,2.55064658904315,4.949835986935005,1.8696266217545592,Iris-virginica
+119,4.4000004691458,3.221793941961401,1.3175335547783222,0.2,Iris-setosa
diff --git a/iris/tab_ddpm/0_1/9/test.csv b/iris/tab_ddpm/0_1/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/9/test.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/9/train.csv b/iris/tab_ddpm/0_1/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..741d18a05fe7fc3f571e76d3a6e7ba9df861ed28
--- /dev/null
+++ b/iris/tab_ddpm/0_1/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/0_1/9/val.csv b/iris/tab_ddpm/0_1/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c118035e855c5d04a42b58e93b1a93e735125c5
--- /dev/null
+++ b/iris/tab_ddpm/0_1/9/val.csv
@@ -0,0 +1,31 @@
+,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
diff --git a/iris/tab_ddpm/0_1/params.json b/iris/tab_ddpm/0_1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..026a7cc7ab77b4a802e3004f1459a1b24d019cfa
--- /dev/null
+++ b/iris/tab_ddpm/0_1/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bde1f8a574e191399d6a2166bfd7f77e3f967bf207a4a26d03c52505306a502c
+size 330
diff --git a/iris/tab_ddpm/0_1/tab_ddpm_eval.ipynb b/iris/tab_ddpm/0_1/tab_ddpm_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..b0874cbf664689f31c83d8d3afd73bc7cb5ccfaa
--- /dev/null
+++ b/iris/tab_ddpm/0_1/tab_ddpm_eval.ipynb
@@ -0,0 +1,1749 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "f33815f7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:20:55.228716Z",
+     "iopub.status.busy": "2024-07-22T00:20:55.228375Z",
+     "iopub.status.idle": "2024-07-22T00:21:05.916677Z",
+     "shell.execute_reply": "2024-07-22T00:21:05.915563Z"
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 10.700015,
+     "end_time": "2024-07-22T00:21:05.918991",
+     "exception": false,
+     "start_time": "2024-07-22T00:20:55.218976",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n",
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 48%\r",
+      "\r",
+      "Reading package lists... 49%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 60%\r",
+      "\r",
+      "Reading package lists... 60%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 97%\r",
+      "\r",
+      "Building dependency tree       \r",
+      "\r\n",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... 0%\r",
+      "\r",
+      "Reading state information... Done\r",
+      "\r\n",
+      "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": "b9a1c7f1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:05.941902Z",
+     "iopub.status.busy": "2024-07-22T00:21:05.941557Z",
+     "iopub.status.idle": "2024-07-22T00:21:05.949378Z",
+     "shell.execute_reply": "2024-07-22T00:21:05.948520Z"
+    },
+    "papermill": {
+     "duration": 0.02147,
+     "end_time": "2024-07-22T00:21:05.951288",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:05.929818",
+     "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": "c7972fa0",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009577,
+     "end_time": "2024-07-22T00:21:05.970357",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:05.960780",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "237dfb93",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:05.991197Z",
+     "iopub.status.busy": "2024-07-22T00:21:05.990497Z",
+     "iopub.status.idle": "2024-07-22T00:21:05.997855Z",
+     "shell.execute_reply": "2024-07-22T00:21:05.996934Z"
+    },
+    "papermill": {
+     "duration": 0.01972,
+     "end_time": "2024-07-22T00:21:05.999725",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:05.980005",
+     "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": "661c0e3d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:06.019971Z",
+     "iopub.status.busy": "2024-07-22T00:21:06.019665Z",
+     "iopub.status.idle": "2024-07-22T00:21:06.024939Z",
+     "shell.execute_reply": "2024-07-22T00:21:06.024065Z"
+    },
+    "papermill": {
+     "duration": 0.017672,
+     "end_time": "2024-07-22T00:21:06.026893",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:06.009221",
+     "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 = 1\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/tab_ddpm/0_1\"\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 = 0.1\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "bfe39e1f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:06.049742Z",
+     "iopub.status.busy": "2024-07-22T00:21:06.049455Z",
+     "iopub.status.idle": "2024-07-22T00:21:06.054971Z",
+     "shell.execute_reply": "2024-07-22T00:21:06.054101Z"
+    },
+    "papermill": {
+     "duration": 0.019796,
+     "end_time": "2024-07-22T00:21:06.056984",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:06.037188",
+     "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": "97f375a0",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:06.077914Z",
+     "iopub.status.busy": "2024-07-22T00:21:06.077637Z",
+     "iopub.status.idle": "2024-07-22T00:21:07.300433Z",
+     "shell.execute_reply": "2024-07-22T00:21:07.299446Z"
+    },
+    "papermill": {
+     "duration": 1.236051,
+     "end_time": "2024-07-22T00:21:07.302999",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:06.066948",
+     "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": "aa84f99d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:07.325611Z",
+     "iopub.status.busy": "2024-07-22T00:21:07.325280Z",
+     "iopub.status.idle": "2024-07-22T00:21:08.319314Z",
+     "shell.execute_reply": "2024-07-22T00:21:08.318242Z"
+    },
+    "papermill": {
+     "duration": 1.007823,
+     "end_time": "2024-07-22T00:21:08.321500",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:07.313677",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\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": "0ac0d15d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:08.345721Z",
+     "iopub.status.busy": "2024-07-22T00:21:08.345400Z",
+     "iopub.status.idle": "2024-07-22T00:21:08.354978Z",
+     "shell.execute_reply": "2024-07-22T00:21:08.354146Z"
+    },
+    "papermill": {
+     "duration": 0.024685,
+     "end_time": "2024-07-22T00:21:08.356903",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:08.332218",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tab_ddpm/0_1\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": "423bec85",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:08.381610Z",
+     "iopub.status.busy": "2024-07-22T00:21:08.381329Z",
+     "iopub.status.idle": "2024-07-22T00:21:08.739944Z",
+     "shell.execute_reply": "2024-07-22T00:21:08.739064Z"
+    },
+    "executionInfo": {
+     "elapsed": 14,
+     "status": "ok",
+     "timestamp": 1697361146939,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.373587,
+     "end_time": "2024-07-22T00:21:08.742349",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:08.368762",
+     "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": "66458eaf",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:08.765418Z",
+     "iopub.status.busy": "2024-07-22T00:21:08.765120Z",
+     "iopub.status.idle": "2024-07-22T00:21:10.384862Z",
+     "shell.execute_reply": "2024-07-22T00:21:10.384048Z"
+    },
+    "executionInfo": {
+     "elapsed": 590,
+     "status": "ok",
+     "timestamp": 1697361147518,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.634104,
+     "end_time": "2024-07-22T00:21:10.387378",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:08.753274",
+     "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": "d2f14527",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:10.412602Z",
+     "iopub.status.busy": "2024-07-22T00:21:10.412076Z",
+     "iopub.status.idle": "2024-07-22T00:21:10.421588Z",
+     "shell.execute_reply": "2024-07-22T00:21:10.420901Z"
+    },
+    "executionInfo": {
+     "elapsed": 12,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.024365,
+     "end_time": "2024-07-22T00:21:10.423523",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:10.399158",
+     "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": "c594346b",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:10.446186Z",
+     "iopub.status.busy": "2024-07-22T00:21:10.445926Z",
+     "iopub.status.idle": "2024-07-22T00:21:10.450184Z",
+     "shell.execute_reply": "2024-07-22T00:21:10.449317Z"
+    },
+    "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": 0.017871,
+     "end_time": "2024-07-22T00:21:10.452182",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:10.434311",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "87fe8f55",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:10.474687Z",
+     "iopub.status.busy": "2024-07-22T00:21:10.474417Z",
+     "iopub.status.idle": "2024-07-22T00:21:10.589181Z",
+     "shell.execute_reply": "2024-07-22T00:21:10.588406Z"
+    },
+    "papermill": {
+     "duration": 0.128612,
+     "end_time": "2024-07-22T00:21:10.591406",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:10.462794",
+     "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": "8f638e89",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:10.616476Z",
+     "iopub.status.busy": "2024-07-22T00:21:10.616177Z",
+     "iopub.status.idle": "2024-07-22T00:21:14.959313Z",
+     "shell.execute_reply": "2024-07-22T00:21:14.958507Z"
+    },
+    "papermill": {
+     "duration": 4.358378,
+     "end_time": "2024-07-22T00:21:14.961769",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:10.603391",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-22 00:21:12.380092: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-22 00:21:12.380146: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-22 00:21:12.381723: 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": "2b1f1547",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:14.986445Z",
+     "iopub.status.busy": "2024-07-22T00:21:14.985857Z",
+     "iopub.status.idle": "2024-07-22T00:21:14.991479Z",
+     "shell.execute_reply": "2024-07-22T00:21:14.990620Z"
+    },
+    "papermill": {
+     "duration": 0.020059,
+     "end_time": "2024-07-22T00:21:14.993439",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:14.973380",
+     "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": "d64f32de",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:15.019410Z",
+     "iopub.status.busy": "2024-07-22T00:21:15.018533Z",
+     "iopub.status.idle": "2024-07-22T00:21:17.707625Z",
+     "shell.execute_reply": "2024-07-22T00:21:17.706712Z"
+    },
+    "papermill": {
+     "duration": 2.705001,
+     "end_time": "2024-07-22T00:21:17.710200",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:15.005199",
+     "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": "22825678",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:17.736647Z",
+     "iopub.status.busy": "2024-07-22T00:21:17.736325Z",
+     "iopub.status.idle": "2024-07-22T00:21:17.742771Z",
+     "shell.execute_reply": "2024-07-22T00:21:17.741876Z"
+    },
+    "papermill": {
+     "duration": 0.021792,
+     "end_time": "2024-07-22T00:21:17.744723",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:17.722931",
+     "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": "99360e73",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:17.771276Z",
+     "iopub.status.busy": "2024-07-22T00:21:17.770981Z",
+     "iopub.status.idle": "2024-07-22T00:21:18.273609Z",
+     "shell.execute_reply": "2024-07-22T00:21:18.272711Z"
+    },
+    "papermill": {
+     "duration": 0.517695,
+     "end_time": "2024-07-22T00:21:18.276078",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:17.758383",
+     "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": "3fe19131",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:18.303649Z",
+     "iopub.status.busy": "2024-07-22T00:21:18.302858Z",
+     "iopub.status.idle": "2024-07-22T00:21:18.309442Z",
+     "shell.execute_reply": "2024-07-22T00:21:18.308587Z"
+    },
+    "papermill": {
+     "duration": 0.022622,
+     "end_time": "2024-07-22T00:21:18.311454",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:18.288832",
+     "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": "2f85ea8d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:18.335944Z",
+     "iopub.status.busy": "2024-07-22T00:21:18.335624Z",
+     "iopub.status.idle": "2024-07-22T00:21:18.386899Z",
+     "shell.execute_reply": "2024-07-22T00:21:18.385764Z"
+    },
+    "papermill": {
+     "duration": 0.066764,
+     "end_time": "2024-07-22T00:21:18.389649",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:18.322885",
+     "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": "58e19315",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:18.416802Z",
+     "iopub.status.busy": "2024-07-22T00:21:18.415833Z",
+     "iopub.status.idle": "2024-07-22T00:21:18.422154Z",
+     "shell.execute_reply": "2024-07-22T00:21:18.421379Z"
+    },
+    "papermill": {
+     "duration": 0.021776,
+     "end_time": "2024-07-22T00:21:18.424184",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:18.402408",
+     "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": "29c76af7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:18.449129Z",
+     "iopub.status.busy": "2024-07-22T00:21:18.448823Z",
+     "iopub.status.idle": "2024-07-22T00:21:18.453085Z",
+     "shell.execute_reply": "2024-07-22T00:21:18.452201Z"
+    },
+    "papermill": {
+     "duration": 0.019212,
+     "end_time": "2024-07-22T00:21:18.455101",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:18.435889",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "08346503",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:18.479865Z",
+     "iopub.status.busy": "2024-07-22T00:21:18.479558Z",
+     "iopub.status.idle": "2024-07-22T00:21:18.485635Z",
+     "shell.execute_reply": "2024-07-22T00:21:18.484752Z"
+    },
+    "papermill": {
+     "duration": 0.020949,
+     "end_time": "2024-07-22T00:21:18.487558",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:18.466609",
+     "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": "ebbd155c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:18.513620Z",
+     "iopub.status.busy": "2024-07-22T00:21:18.512929Z",
+     "iopub.status.idle": "2024-07-22T00:21:18.519494Z",
+     "shell.execute_reply": "2024-07-22T00:21:18.518718Z"
+    },
+    "papermill": {
+     "duration": 0.021766,
+     "end_time": "2024-07-22T00:21:18.521338",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:18.499572",
+     "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": "401987af",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:18.548631Z",
+     "iopub.status.busy": "2024-07-22T00:21:18.547944Z",
+     "iopub.status.idle": "2024-07-22T00:21:18.558157Z",
+     "shell.execute_reply": "2024-07-22T00:21:18.557256Z"
+    },
+    "executionInfo": {
+     "elapsed": 6,
+     "status": "ok",
+     "timestamp": 1697361147931,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.026256,
+     "end_time": "2024-07-22T00:21:18.560198",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:18.533942",
+     "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": "675e5bae",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:18.585902Z",
+     "iopub.status.busy": "2024-07-22T00:21:18.585344Z",
+     "iopub.status.idle": "2024-07-22T00:21:58.784228Z",
+     "shell.execute_reply": "2024-07-22T00:21:58.783399Z"
+    },
+    "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": 40.214514,
+     "end_time": "2024-07-22T00:21:58.786707",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:18.572193",
+     "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 1000/8483 MLoss: 0.0 GLoss: 0.3446 Sum: 0.3446\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 2000/8483 MLoss: 0.0 GLoss: 0.2969 Sum: 0.2969\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 3000/8483 MLoss: 0.0 GLoss: 0.2842 Sum: 0.2842\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 4000/8483 MLoss: 0.0 GLoss: 0.2706 Sum: 0.2706\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 5000/8483 MLoss: 0.0 GLoss: 0.2633 Sum: 0.2633\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 6000/8483 MLoss: 0.0 GLoss: 0.2567 Sum: 0.2567\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 7000/8483 MLoss: 0.0 GLoss: 0.2512 Sum: 0.2512\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 8000/8483 MLoss: 0.0 GLoss: 0.2447 Sum: 0.2447\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": "3d598a22",
+   "metadata": {
+    "papermill": {
+     "duration": 0.013939,
+     "end_time": "2024-07-22T00:21:58.814305",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:58.800366",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "1a15fe0d",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:58.841319Z",
+     "iopub.status.busy": "2024-07-22T00:21:58.840547Z",
+     "iopub.status.idle": "2024-07-22T00:21:58.848350Z",
+     "shell.execute_reply": "2024-07-22T00:21:58.847588Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491665,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.023378,
+     "end_time": "2024-07-22T00:21:58.850248",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:58.826870",
+     "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": "0852f205",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T00:21:58.877126Z",
+     "iopub.status.busy": "2024-07-22T00:21:58.876607Z",
+     "iopub.status.idle": "2024-07-22T00:22:15.565792Z",
+     "shell.execute_reply": "2024-07-22T00:22:15.564655Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491666,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 16.705166,
+     "end_time": "2024-07-22T00:22:15.568264",
+     "exception": false,
+     "start_time": "2024-07-22T00:21:58.863098",
+     "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": "04451980",
+   "metadata": {
+    "papermill": {
+     "duration": 0.014977,
+     "end_time": "2024-07-22T00:22:15.597705",
+     "exception": false,
+     "start_time": "2024-07-22T00:22:15.582728",
+     "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": 83.745335,
+   "end_time": "2024-07-22T00:22:17.538354",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tab_ddpm/0_1/tab_ddpm_eval.ipynb",
+   "output_path": "eval/iris/tab_ddpm/0_1/tab_ddpm_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 1,
+    "epoch_scale": 0.1,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tab_ddpm/0_1",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": false,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-22T00:20:53.793019",
+   "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