diff --git a/iris/tab_ddpm/8_3/0/synth.csv b/iris/tab_ddpm/8_3/0/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21bee4b88c7f4560e994c0962707c48fdf33b01d
--- /dev/null
+++ b/iris/tab_ddpm/8_3/0/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.711814349060019,2.6232956356859627,6.899998910609633,2.290604121037719,Iris-virginica
+1,6.111993095696872,2.5977782674053396,5.60472020264638,1.397513640710088,Iris-virginica
+2,6.293461487976958,2.3999723542074474,4.738236524214294,1.4911829074482932,Iris-versicolor
+3,7.026847144197993,3.0,5.812514871493342,2.141139241096947,Iris-virginica
+4,5.728299931533886,2.836560016833547,4.519081177544261,1.3069373798912243,Iris-versicolor
+5,6.068411033570823,2.5312507950068244,5.46422542348541,1.4129418122670572,Iris-virginica
+6,5.10919162011043,3.4912774240745077,1.3917083709015303,0.20118650255928328,Iris-setosa
+7,5.792660697439696,2.7055255383748293,4.062725832647018,1.0100795255546318,Iris-versicolor
+8,6.905050147640284,2.8149313670888083,4.82266248312419,1.4054088615796128,Iris-versicolor
+9,5.066403654108018,3.496734184314189,1.3979161385101537,0.25758299744408303,Iris-setosa
+10,5.569135678681573,3.0,4.090571919447339,1.3125793840679125,Iris-versicolor
+11,5.302919335352059,3.7122195962054154,1.541283710862191,0.19937861413149083,Iris-setosa
+12,5.564641865797156,2.617951033911644,4.43258593926778,1.22041552203781,Iris-versicolor
+13,5.080126214854863,2.4822710305694007,3.0240994688468925,1.083203107225094,Iris-versicolor
+14,5.511372007309215,2.37556949272183,3.6266530408887387,0.9489725046571804,Iris-versicolor
+15,6.581445081335263,3.0,4.412054240775817,1.3997639941546307,Iris-versicolor
+16,5.49745318119989,2.6087601510758183,4.399727031922321,1.2077411750332039,Iris-versicolor
+17,5.419651878675794,3.9,1.3344135357876459,0.4194023386993142,Iris-setosa
+18,4.95817544601591,2.4071845895900488,3.2049162332092545,1.0302909576562183,Iris-versicolor
+19,7.673886579968189,2.8098546537388898,6.6728469465459375,1.9972934577523023,Iris-virginica
+20,4.604734782258391,3.3838042237618358,1.3867944129093384,0.31753600099118995,Iris-setosa
+21,5.209870943847437,2.69050561081165,3.87064256372066,1.3979260640275792,Iris-versicolor
+22,4.981761366513295,3.413888163074756,1.4950965025124803,0.35567547213925177,Iris-setosa
+23,5.25506628958516,2.497841986716179,3.442022534037271,1.0994420318274025,Iris-versicolor
+24,5.241324921879339,3.3919859614408607,1.4062188324752527,0.19734290651732705,Iris-setosa
+25,5.6761021035429895,3.0,4.517976042911941,1.4989341355615666,Iris-versicolor
+26,5.862044755908871,3.142933411739579,4.362248988179388,1.4704370396215272,Iris-versicolor
+27,6.933621541095178,3.0865962314949287,5.128519313478338,2.2910443967980703,Iris-virginica
+28,6.252370221929795,3.3956812374372274,5.573002624313733,2.4076756250845617,Iris-virginica
+29,5.416967700704022,3.3954585479109007,1.5764711121317787,0.4155347183997301,Iris-setosa
+30,6.708441512437323,2.5217518135525,5.845017578283024,1.8136602723242783,Iris-virginica
+31,5.5442657433086735,2.5818216210136566,4.3576821289461956,1.194839656136535,Iris-versicolor
+32,4.788962435271233,3.0,1.3886663550481764,0.36863217734399567,Iris-setosa
+33,5.408969384009252,3.403839311588455,1.5759844389168431,0.3016975842451863,Iris-setosa
+34,5.019726874355257,2.0,3.6473453052623626,0.8159922127333938,Iris-versicolor
+35,7.89999898057565,3.80047292664381,6.392168866054819,1.9928705317354356,Iris-virginica
+36,6.801765979571936,2.8020691670425077,4.7922413367454295,1.405483886232726,Iris-versicolor
+37,5.022121010932142,2.0,3.5983170023304645,1.022059713822837,Iris-versicolor
+38,6.696057421749281,3.3111081439305443,5.664237647001859,2.0985084575296913,Iris-virginica
+39,5.736068039597858,3.0,4.390990859446652,1.508731398540185,Iris-versicolor
+40,4.660756891106646,3.4251890533648086,1.403565044956351,0.3136832815593775,Iris-setosa
+41,5.37407269256307,3.3961829704259068,1.4985607760586175,0.35878630571626624,Iris-setosa
+42,6.922676234717954,3.0855109351423002,5.128287754898043,2.2973877017302407,Iris-virginica
+43,6.078230456374012,3.3909748271446327,4.492645588806447,1.5856613082817186,Iris-versicolor
+44,6.314384641486269,3.2685004848206116,4.721869449285318,1.581285225968857,Iris-versicolor
+45,5.746411572541572,2.753687703075522,4.1675108349763565,1.1234004910574036,Iris-versicolor
+46,6.789348569366714,3.0,5.516263690901008,2.095526474446129,Iris-virginica
+47,4.770109571095781,3.0,1.3892685324522724,0.3143723121470349,Iris-setosa
+48,6.063718087420476,3.0,5.1842134153945105,1.8329580093364848,Iris-virginica
+49,6.70365005335266,3.3038774827864255,5.701214898211324,2.088734231607606,Iris-virginica
+50,7.702409426178196,2.5740835969376423,6.9,2.296946953155676,Iris-virginica
+51,4.990967829358801,3.3996302735839223,1.6766264171514424,0.40096671812975937,Iris-setosa
+52,4.400000517110561,3.175185823710687,1.3001676490745553,0.1957667305863901,Iris-setosa
+53,6.500735260201353,3.0,5.794041486731361,2.1896801651952846,Iris-virginica
+54,7.60207877022432,3.0,6.602817683146766,2.101303355893398,Iris-virginica
+55,5.216408628117235,2.696213776444276,3.9398844365772008,1.3887115780730923,Iris-versicolor
+56,4.98210558872456,2.0,3.486985561244822,0.9626490856704137,Iris-versicolor
+57,7.9,3.797855835804364,6.39640531982778,1.9932441621600396,Iris-virginica
+58,4.4,3.202110639379968,1.2983052161621842,0.2024272013106919,Iris-setosa
+59,5.709304607696257,2.8049154507653804,4.54283026836465,1.3014625102449544,Iris-versicolor
+60,4.9706972674972665,2.416738965801475,2.9864775662351106,1.0545541239239988,Iris-versicolor
+61,5.300993605473806,3.7056457677758017,1.5850626670642496,0.19891592257910745,Iris-setosa
+62,5.38547275017234,3.4064798755303887,1.4985596542211148,0.35067004618407993,Iris-setosa
+63,6.307198807861296,3.4006663354474154,5.590267785481402,2.4013591376917884,Iris-virginica
+64,6.288596652234545,2.352477590106476,4.747816230298211,1.4957171601042911,Iris-versicolor
+65,4.7875322651887195,3.402777843045441,1.5175937797930987,0.20016123189917204,Iris-setosa
+66,5.502256085760228,2.399186526746769,3.7473522139070394,0.9894923798062654,Iris-versicolor
+67,6.537954244935616,3.0,5.786278578126748,2.2167685968011317,Iris-virginica
+68,4.4,2.895087317803577,1.3998163930786616,0.2026643683680553,Iris-setosa
+69,6.304976253514988,2.4843534583119613,5.028188021652511,1.898179322087642,Iris-virginica
+70,6.691674569507944,3.296346246067558,5.714191309463283,2.1232871818059746,Iris-virginica
+71,6.765715436582627,3.2385620127249943,5.756255197264334,2.227819515671423,Iris-virginica
+72,5.574767744320913,3.0,4.5063460126985735,1.5109815988558644,Iris-versicolor
+73,6.443414525978482,2.979159041832534,5.516870596494753,1.7681252337765163,Iris-virginica
+74,4.592015052352331,3.5976399500901026,1.0000004422207065,0.19870851033822842,Iris-setosa
+75,4.6125404745303635,3.3913310454613708,1.4011805276131344,0.3198891729767778,Iris-setosa
+76,4.605919385631769,3.6047705017272165,1.0,0.19803235124219615,Iris-setosa
+77,4.493095154437238,2.285390302550164,1.2989452323161648,0.2945715712506889,Iris-setosa
+78,5.498023996142789,2.385578217389983,3.7373512499680563,0.9508697477056804,Iris-versicolor
+79,5.001104501353147,3.4078838083575618,1.603580871064205,0.4154612201729764,Iris-setosa
+80,4.497679836720157,2.281613749564925,1.324046386099932,0.2983178046485257,Iris-setosa
+81,5.993826965848059,3.4091252439812316,4.50811341665684,1.6247756124962134,Iris-versicolor
+82,4.990054189077896,2.0,3.5307935456118282,1.0070038460663024,Iris-versicolor
+83,5.208617851878472,3.403420141014527,1.404984022982177,0.20337948123999308,Iris-setosa
+84,6.179343097846603,3.0,4.625383030967473,1.4379610003277186,Iris-versicolor
+85,5.604085147149679,3.0,4.155131148231124,1.300349050319349,Iris-versicolor
+86,5.077193185765671,2.468537507416386,2.961668233241994,1.0934985335617586,Iris-versicolor
+87,6.290690459893823,2.5066130648594043,4.9386571868126445,1.5090066442045809,Iris-versicolor
+88,6.709957408759168,3.0957119037818805,4.7235998671443555,1.5031876174012502,Iris-versicolor
+89,5.4141285905961185,3.4096491135359615,1.772769916405335,0.19994094907513976,Iris-setosa
+90,6.295889901822815,3.284365422138159,4.671988475472629,1.5689469773393105,Iris-versicolor
+91,6.301425895590583,3.375900608126527,5.613465758479039,2.3950071670543482,Iris-virginica
+92,6.8034068898929005,3.0,5.447364337779228,2.1444628072006915,Iris-virginica
+93,5.383992043000685,3.4010692523652706,1.7259892891706958,0.2061300824769074,Iris-setosa
+94,6.699509103779064,3.3096991742825876,5.716629933033208,2.088957644748334,Iris-virginica
+95,4.400000531199478,2.9143250460325856,1.3909590202455795,0.20113071116588516,Iris-setosa
+96,4.8358589719569585,3.0,1.4341878362823,0.10000009428169826,Iris-setosa
+97,4.8108251375764794,3.0,1.3993420768182379,0.1,Iris-setosa
+98,5.7274315976240855,2.8105793700823756,4.431191837228495,1.2940991308214982,Iris-versicolor
+99,5.983368573394887,2.841173644257038,4.576699218760754,1.502129602450976,Iris-versicolor
+100,5.092520163591779,3.713489314228262,1.4974213918103358,0.442314957957568,Iris-setosa
+101,6.302530809350503,2.4992525358914306,5.0225664540974995,1.8858113645558112,Iris-virginica
+102,5.617714798469356,3.0,4.006927804944199,1.305100791843771,Iris-versicolor
+103,4.92424174846202,2.440658473762,3.263575169239398,1.0465181964594512,Iris-versicolor
+104,6.523558884162539,3.0,4.33764045381789,1.3731780465048404,Iris-versicolor
+105,6.715753423458764,2.47440035773363,5.82174043058311,1.8089742391441883,Iris-virginica
+106,6.014105577814677,3.404536595149809,4.507910848505955,1.578508627340035,Iris-versicolor
+107,7.052062691819156,3.051111047002105,5.779975587009531,2.2071623972167282,Iris-virginica
+108,6.481973646653068,3.0,5.506529638746432,1.807387877869532,Iris-virginica
+109,4.400000556545111,3.172141539412582,1.3215755286738293,0.20140207476704997,Iris-setosa
+110,7.684111813610225,2.5864780402469125,6.9,2.293419435255492,Iris-virginica
+111,6.112505675055701,2.8092160864717846,4.728441148471103,1.1986754090397571,Iris-versicolor
+112,6.671887868929001,3.1038286040142826,4.745557539838503,1.5080777270038925,Iris-versicolor
+113,4.905914086331399,3.116159216320831,1.558391341008187,0.1,Iris-setosa
+114,6.6977901987088915,3.0849028477961142,4.6882637034833765,1.4969500461586522,Iris-versicolor
+115,5.425055654477035,3.385127923767009,1.8631035214626956,0.19820138516131924,Iris-setosa
+116,5.205244799245523,2.7036666710383526,3.9255388884413507,1.4034944122741315,Iris-versicolor
+117,6.3099941824665535,2.502455476464298,4.901263391579872,1.5109812698990697,Iris-versicolor
+118,6.495002299644746,3.0,5.8272541937636095,2.17920006255427,Iris-virginica
+119,5.099783062947264,3.5075475342503295,1.3699917781574642,0.3305062084642228,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/0/test.csv b/iris/tab_ddpm/8_3/0/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/0/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/0/train.csv b/iris/tab_ddpm/8_3/0/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/0/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/0/val.csv b/iris/tab_ddpm/8_3/0/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/0/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/1/synth.csv b/iris/tab_ddpm/8_3/1/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fad80c12d8761b62c7bec238354867313e5682e0
--- /dev/null
+++ b/iris/tab_ddpm/8_3/1/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.2042182596184015,3.3999370067623254,1.4016399453856523,0.20286730835139713,Iris-setosa
+1,4.400000591742099,2.906900945047707,1.3958436606469449,0.20090543674482805,Iris-setosa
+2,5.586929652990716,3.7923072739990307,1.7469386801896185,0.3422936683541272,Iris-setosa
+3,5.4031701845392535,3.899999597311426,1.3006965022839496,0.3945733257197194,Iris-setosa
+4,5.753743061357939,2.7885148193742286,4.094710532328659,1.156854481129185,Iris-versicolor
+5,4.805488017689754,3.0,1.3851778217930808,0.31809142871793405,Iris-setosa
+6,5.003064991649675,2.0,3.492291272021529,1.0665708175524105,Iris-versicolor
+7,5.830452863864733,2.744364756924328,5.154148706442435,1.8922005311595886,Iris-virginica
+8,6.060073126694041,3.3821186518346806,4.5184833665452375,1.59033777727859,Iris-versicolor
+9,4.846298857581187,2.411699794088872,3.207774305123346,0.9193681795013875,Iris-versicolor
+10,6.6492075802704305,3.058837334566652,4.648324085398792,1.4692844589326006,Iris-versicolor
+11,5.191652393570795,2.7052342991098115,3.8609025314151806,1.3965710052826177,Iris-versicolor
+12,7.327720921963303,2.8889955222271158,6.315767274524535,1.8109731225633823,Iris-virginica
+13,5.998648786595033,2.7231389866427804,5.03265215284719,1.6027381012317903,Iris-versicolor
+14,4.89717598520978,3.0,1.3834356584786973,0.20109105844239553,Iris-setosa
+15,4.400000509228695,2.8969193163148126,1.3944841998471267,0.18999200059692406,Iris-setosa
+16,5.005128241241925,2.0000005281252484,3.4570598799148207,1.0179911917485134,Iris-versicolor
+17,5.459059141869676,3.3980517518139837,1.809928782147533,0.20104975629236077,Iris-setosa
+18,6.304437359347472,2.513739649742258,4.938655105129243,1.5078008303281933,Iris-versicolor
+19,6.49151627193095,3.2051053758384453,5.15133151059215,2.0138113816920464,Iris-virginica
+20,6.800644097339544,3.208028267291519,5.863232096201623,2.289532661137889,Iris-virginica
+21,6.713049810596714,3.2749665485760486,5.694597778313096,2.5,Iris-virginica
+22,7.706004104271514,2.5854983656040584,6.899998876101816,2.311530296675429,Iris-virginica
+23,7.31763620301471,2.900104671404636,6.309576294069954,1.8095063452346216,Iris-virginica
+24,6.638908280115932,3.0,5.797212078935653,2.193865042761514,Iris-virginica
+25,4.890439307009349,3.0,1.403557177920302,0.21454365518797014,Iris-setosa
+26,5.061980639438732,3.52787795987898,1.4018346481041597,0.2069796397603754,Iris-setosa
+27,7.730793013477757,2.5906717298000226,6.9,2.312552518402118,Iris-virginica
+28,7.899998875623114,3.8082760861390006,6.443163443544824,2.0053038796898415,Iris-virginica
+29,5.86564157917318,3.0,4.2293558523811985,1.5176096351447175,Iris-versicolor
+30,6.089279596948241,2.7977409161022084,4.661706748096007,1.175044571481969,Iris-versicolor
+31,5.790680965332714,2.72140239766526,4.145567739367867,1.0509809066399836,Iris-versicolor
+32,6.7284432790195305,2.506191331548446,5.80608931678458,1.797330956239488,Iris-virginica
+33,7.586646098708255,3.0,6.599505911953339,2.0907607269911246,Iris-virginica
+34,6.719568758748762,3.292614836959004,5.724316282988471,2.118946558095434,Iris-virginica
+35,5.672885930389949,3.789871744129904,1.7140644141807613,0.29840679499401623,Iris-setosa
+36,5.899540612452261,2.9998006129413612,5.028348883333164,1.7977055603861332,Iris-virginica
+37,6.654670436510894,3.0169121034121122,4.492362391318297,1.4742489213101926,Iris-versicolor
+38,6.071121560162999,3.0,4.574972709232999,1.4166993582367706,Iris-versicolor
+39,4.58522913463459,3.6064958896984267,1.0,0.19630668926899297,Iris-setosa
+40,5.116178130752582,3.4977661489487115,1.3805678412819735,0.19552139657752726,Iris-setosa
+41,4.8552528066712615,3.0269954062566806,1.4737983380597304,0.10000011572906625,Iris-setosa
+42,6.002041232158138,2.7091056136850917,5.077927778387528,1.5858327943057093,Iris-versicolor
+43,6.790250309897868,2.7859610538376924,4.785076517066498,1.4021756120625637,Iris-versicolor
+44,5.803476071428016,2.7278458076648318,4.079124409152781,1.015062343585374,Iris-versicolor
+45,5.663709553601898,3.793988991256012,1.7601892117586169,0.3119597412013222,Iris-setosa
+46,6.328279631741622,3.388557784550456,5.609192525921055,2.400183050915468,Iris-virginica
+47,6.217085545211237,2.1956048446759477,4.4760005288663125,1.488602699294609,Iris-versicolor
+48,5.992616362394628,3.4026736379736,4.49067179835564,1.5797641744081774,Iris-versicolor
+49,5.295397152265311,3.6937785147208153,1.4957926877751537,0.20101638111967035,Iris-setosa
+50,5.590799249298229,3.0,4.52361165555356,1.505927947842753,Iris-versicolor
+51,4.4,2.9111109556197774,1.3999152539651922,0.19771570585638612,Iris-setosa
+52,5.6778277404262845,2.847728825730497,4.034243273370607,1.2708691689651435,Iris-versicolor
+53,7.309962589452052,2.9016565027260564,6.290092402409046,1.8168701529502744,Iris-virginica
+54,6.489822515568105,3.065210170394261,5.265047332135361,1.9599755336510538,Iris-virginica
+55,5.395636461253297,3.9,1.2880280892823055,0.3992672602782334,Iris-setosa
+56,6.687400452965708,3.3021775605277615,5.699185023352614,2.1168422536786777,Iris-virginica
+57,5.69888842570886,2.844404347371185,4.174892557275189,1.2347227678694552,Iris-versicolor
+58,6.383799923494565,2.9833807638169922,5.552619590700271,1.8258615632146222,Iris-virginica
+59,5.162027092633602,3.3696858926488815,1.401682789411107,0.20101810006891294,Iris-setosa
+60,6.051459684582662,2.819610012014949,4.65769866803396,1.207586119267541,Iris-versicolor
+61,6.911167061787436,3.087290263068491,5.09887955174894,2.3027911584980503,Iris-virginica
+62,5.106238625973358,3.7917384211292724,1.6594010364927207,0.202106740259461,Iris-setosa
+63,4.592370392712887,3.388427591061076,1.4076316562257558,0.33613212909345414,Iris-setosa
+64,4.4,2.902801523674811,1.4047439547352238,0.19550348902805129,Iris-setosa
+65,5.6003382645896576,3.0,4.176941412523408,1.3000925112572077,Iris-versicolor
+66,6.202580881500872,2.2020897961600063,4.513972518679624,1.502395484196601,Iris-versicolor
+67,4.865202557347,2.369934337637544,3.3072874496346527,0.9753664490404776,Iris-versicolor
+68,5.1748029716377575,2.48048476186154,3.105397814322756,1.056598341913879,Iris-versicolor
+69,4.896331896085087,3.0,1.3942130574904243,0.20034398193750547,Iris-setosa
+70,5.411616476734316,3.386002639297787,1.9164559081836963,0.2015535598288708,Iris-setosa
+71,5.530855065873614,2.4643516107670425,3.8483256186936594,1.0801165869421778,Iris-versicolor
+72,4.505428144987518,2.2862423150782565,1.2968803984383173,0.31839212836524294,Iris-setosa
+73,5.635047713995121,3.0,4.512688966770588,1.5018265805135098,Iris-versicolor
+74,5.503237218722898,2.4109304036449006,3.7191694109408253,1.0015680211791012,Iris-versicolor
+75,5.876342361244887,3.0,4.217276670762145,1.4990528122113769,Iris-versicolor
+76,4.929782572418587,2.420528115710017,3.253714973941995,1.0203505354161115,Iris-versicolor
+77,4.4,3.047350536877193,1.3301645554867627,0.20179590419208412,Iris-setosa
+78,4.89361241000383,2.4035672322480193,3.185963854396224,0.999123629806616,Iris-versicolor
+79,5.827990620142083,2.7456229426634544,5.164026702152044,1.9096129343930017,Iris-virginica
+80,4.808564978821196,3.0,1.4139710066558102,0.10000012179308451,Iris-setosa
+81,5.184899605146186,3.382248011824329,1.3885370741228962,0.20188421584947122,Iris-setosa
+82,6.0802319378686684,2.600596958855454,5.586423170725033,1.400469968930669,Iris-virginica
+83,6.001444658937467,3.3844745658461144,4.493217362027401,1.5609487532184954,Iris-versicolor
+84,6.715624299951392,3.287788435609386,5.707429107042297,2.5,Iris-virginica
+85,7.8999986679134855,3.800164668340734,6.3427842162891634,1.9874106297779321,Iris-virginica
+86,7.8999988775855385,3.8018315460280245,6.3688705636110985,2.003277158756528,Iris-virginica
+87,7.70193676073561,2.791644540792583,6.712466420421609,2.001533132653396,Iris-virginica
+88,6.689454334571463,3.3093558730001855,5.702702743900206,2.4999994838385753,Iris-virginica
+89,4.4,2.9147125815800203,1.3779984570315595,0.2001657991097863,Iris-setosa
+90,6.09012858798363,2.5943320744294773,5.606963783003063,1.4021262408915656,Iris-virginica
+91,6.1150910037531805,3.3717792692510393,4.575801652747723,1.594138251881212,Iris-versicolor
+92,4.997462309530371,2.0,3.4545808557830266,1.015432427232206,Iris-versicolor
+93,6.41309653202993,2.8990221930431392,4.284870810428015,1.3025350919510723,Iris-versicolor
+94,7.271373234737518,2.9036417240189665,6.261682720515308,1.7976258080268064,Iris-virginica
+95,5.487140722174151,2.9378346021888624,4.221438378847893,1.3803665558660185,Iris-versicolor
+96,5.111600136304697,3.4988698506090454,1.3944638468347768,0.19831931017195487,Iris-setosa
+97,6.866402926181152,3.1078022084910573,5.165213822185413,2.2973634235134677,Iris-virginica
+98,6.735870223900155,3.0,5.483451321629933,2.060588846908181,Iris-virginica
+99,7.678822168295108,2.800173665907901,6.68372312611394,1.9867370389957641,Iris-virginica
+100,7.723831100600276,2.6001474615849403,6.9,2.292220454826913,Iris-virginica
+101,6.000149447205854,3.398615196592464,4.526948716213265,1.5849795251022933,Iris-versicolor
+102,5.697776813209397,3.0,4.215431682577598,1.3738835727344096,Iris-versicolor
+103,6.496355623154394,3.211191618564714,5.074201718890556,1.9931641068267585,Iris-virginica
+104,6.474033966812467,2.9376090743141927,4.315856656559951,1.3281711912185616,Iris-versicolor
+105,6.081311864098759,3.119456909244806,4.5277775080802645,1.4687698709526824,Iris-versicolor
+106,5.69039652195426,2.8370354124041275,4.389605643998477,1.284544165104101,Iris-versicolor
+107,5.6152862133813075,2.9208177236054684,3.682722957682617,1.3103537554779758,Iris-versicolor
+108,6.551509773396735,3.1823808854943523,5.193271764541995,2.015871163559186,Iris-virginica
+109,5.774940319432685,2.7054447556537067,4.179550761472219,1.0208865096869475,Iris-versicolor
+110,5.974865522156561,2.193162381635703,5.0043942536817845,1.496615294245864,Iris-virginica
+111,6.882286312930079,3.2019584181113014,5.740562832707876,2.2943716348136802,Iris-virginica
+112,6.119284008000339,2.2877445712063986,4.975138916926783,1.6141129060862585,Iris-virginica
+113,4.783952679871272,3.0,1.3670904131389112,0.1,Iris-setosa
+114,4.598075065412775,3.3854573012180427,1.384816507741185,0.3066327502990236,Iris-setosa
+115,4.89400427601242,3.1015053088965097,1.6247550221544318,0.1,Iris-setosa
+116,6.800269436173983,3.0,5.513604249505152,2.0898812112679845,Iris-virginica
+117,6.792877937703622,2.8027621213115292,4.773472743536689,1.3835083495191147,Iris-versicolor
+118,5.696619498003105,3.795308911599313,1.6130262324415838,0.36429217500510497,Iris-setosa
+119,6.296126720324639,3.290659225087735,4.6921507168417795,1.5770156038179475,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/1/test.csv b/iris/tab_ddpm/8_3/1/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/1/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/1/train.csv b/iris/tab_ddpm/8_3/1/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/1/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/1/val.csv b/iris/tab_ddpm/8_3/1/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/1/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/10/synth.csv b/iris/tab_ddpm/8_3/10/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be04cf776c6b9882c0efd55dddd97d8c06452cde
--- /dev/null
+++ b/iris/tab_ddpm/8_3/10/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.625027548210995,2.51200068102232,3.9649234636163886,1.1212650062948268,Iris-versicolor
+1,6.012805314368611,2.704738737758754,5.206637461564616,1.6126793919675164,Iris-versicolor
+2,5.901355901034517,3.0,5.1070164244106175,1.8202290735650033,Iris-virginica
+3,6.018473826467396,3.403891556000465,4.483709044702784,1.5913844501165146,Iris-versicolor
+4,6.706142057143319,3.298744097084362,5.705730061449191,2.499999615014416,Iris-virginica
+5,5.695906933663651,2.902552653156213,4.116506448025548,1.2820830823731377,Iris-versicolor
+6,4.88835412862916,2.4212990582539926,3.1229250933672956,0.9284261827955766,Iris-versicolor
+7,6.399966606394739,2.9042838001612687,4.298769674519938,1.29427683055838,Iris-versicolor
+8,6.79657994175038,2.8225989717239224,4.757553858138378,1.4000775198625572,Iris-versicolor
+9,7.652204401404401,2.6004901880006934,6.899998359028983,2.29718863987971,Iris-virginica
+10,5.01379020079982,2.0,3.555067313217759,0.9724006387845696,Iris-versicolor
+11,5.91602064636916,3.0,4.169140094496216,1.515540375230705,Iris-versicolor
+12,4.4,2.8701521464542665,1.4007274432542138,0.20455650357614652,Iris-setosa
+13,7.7160925295395595,2.8197995659588813,6.724340233391854,2.0058790212523387,Iris-virginica
+14,5.086917807676755,3.7098738986881306,1.4887525344814512,0.3970951188779084,Iris-setosa
+15,5.545440766368085,2.41921745666005,3.814006509047114,1.0554055456192744,Iris-versicolor
+16,5.103201129212026,3.7868303251475472,1.604084398005844,0.20314077725421123,Iris-setosa
+17,7.6032959203404,3.0,6.625565597906133,2.0910356847043907,Iris-virginica
+18,5.889977096212237,3.0,4.1551054304090975,1.4969681071986882,Iris-versicolor
+19,5.974522139963236,3.4057790428774197,4.484127044104229,1.578908999025385,Iris-versicolor
+20,5.120614434113479,3.677585587185832,1.493683380797764,0.42361953850352074,Iris-setosa
+21,4.9028080831063034,3.0,1.4018321337603192,0.20161524754010238,Iris-setosa
+22,6.096663280585324,3.0,4.60590574846828,1.397438462902575,Iris-versicolor
+23,5.980000003546979,2.8979868015214274,4.559525243706935,1.5043094972601119,Iris-versicolor
+24,6.708953391101064,3.332013844761272,5.704819666885257,2.4999995978454277,Iris-virginica
+25,6.58144115923635,3.189606405794025,5.110369127232384,2.060556625455561,Iris-virginica
+26,4.809221845239684,3.0,1.394516194548665,0.10000009982910915,Iris-setosa
+27,7.9,3.7928264004897976,6.368640932778907,1.9750079852486044,Iris-virginica
+28,5.364076565527386,3.411614171706473,1.4969493927650597,0.4353874407128001,Iris-setosa
+29,6.692899039002969,2.4863249132247995,5.765406228747977,1.7997406805047307,Iris-virginica
+30,4.4941046869547865,2.2900481818483795,1.300308893420615,0.29768114614490854,Iris-setosa
+31,6.70539066414855,3.105387492269016,4.706540465672713,1.49707799449462,Iris-versicolor
+32,6.299614993580892,2.50530440920952,5.010443794448412,1.877640086346456,Iris-virginica
+33,7.712427358825453,2.790252238613701,6.696675739535271,1.99934993668575,Iris-virginica
+34,5.098289039669302,3.7994038118624394,1.6521569854298361,0.20508672434828315,Iris-setosa
+35,6.303399919955236,3.4033863773277755,5.6147084821240805,2.4092382755635935,Iris-virginica
+36,5.987329917296004,3.4032172340063482,4.511531308250631,1.6316279647822056,Iris-versicolor
+37,5.087639005325383,3.6868926115527767,1.546565142100128,0.41090844005259,Iris-setosa
+38,5.215427233191829,3.402521460163095,1.3983578332589104,0.20223719799761972,Iris-setosa
+39,6.192769282050147,2.2110674961174954,4.507059819678707,1.4918588176603431,Iris-versicolor
+40,5.92503151356145,2.7772467586392153,4.552068155544714,1.1915221226873651,Iris-versicolor
+41,6.68142128056511,3.299224152875388,5.690620883974917,2.0980747482113116,Iris-virginica
+42,6.804675762359236,2.7834573292075038,4.7950973102307275,1.4052903156660432,Iris-versicolor
+43,5.883984223337904,3.0,5.067049088652231,1.8132500809513195,Iris-virginica
+44,5.094217801121051,3.528313512419823,1.404614960819291,0.19795040542600773,Iris-setosa
+45,4.995253997248147,2.0000006679735356,3.388108075530316,1.0100270828051878,Iris-versicolor
+46,5.117474687916124,3.6946443533476305,1.50729954592443,0.4460228002477351,Iris-setosa
+47,4.602803401599566,3.6191783852639343,1.0000003682966285,0.20315612315333714,Iris-setosa
+48,5.799658579999967,2.6857850492146103,4.097599128698222,0.943787595568945,Iris-versicolor
+49,6.496558134578876,3.2022683387871567,5.067504149184138,2.0031153974889815,Iris-virginica
+50,6.006978131855925,2.190012696210546,5.05945712945169,1.4846137167941187,Iris-virginica
+51,6.2393948625479405,2.170640114947294,4.453042596665228,1.5060455426942372,Iris-versicolor
+52,5.831939056246714,3.0,4.191935338548025,1.4790087335316418,Iris-versicolor
+53,6.308394259876148,2.4090028934061802,4.82746241199479,1.4965066832293383,Iris-versicolor
+54,5.718115059404621,2.792558816804369,4.536623505618141,1.2990546241973808,Iris-versicolor
+55,6.021904667053072,2.212066964962614,4.9891915371520295,1.5113178563242544,Iris-virginica
+56,6.274259459714494,3.291807727284605,4.684220187317475,1.5907464546842525,Iris-versicolor
+57,5.8951384767322805,3.0,4.195214296433174,1.4880860834683354,Iris-versicolor
+58,6.297537619009545,2.8902661957644677,5.615910622806317,1.7984646473877124,Iris-virginica
+59,6.806165149369596,3.0,5.3564193066865124,2.175485620648342,Iris-virginica
+60,6.183732314211669,2.1948332807958395,4.489938788671293,1.5008791373264458,Iris-versicolor
+61,6.030634229794307,2.2036255233710507,5.04471832656077,1.5044635836478488,Iris-virginica
+62,5.857212997367175,3.0,5.123167733438101,1.8107103668052789,Iris-virginica
+63,5.894534669368216,3.0,5.05332516836797,1.800459181168181,Iris-virginica
+64,5.612991878746011,3.0,4.498356514847205,1.4905293115383513,Iris-versicolor
+65,5.109393292788059,2.5100971166999773,2.978650692068155,1.1340295472977224,Iris-versicolor
+66,5.005294533655534,3.5898575559445365,1.3992442563580265,0.19928824177569196,Iris-setosa
+67,6.3002366898554945,2.30218397743869,4.410877290078913,1.3035812275111722,Iris-versicolor
+68,5.686250871911149,2.8033369283794034,4.5147176184993905,1.3022469625379276,Iris-versicolor
+69,6.815471424340611,3.0,5.541350673014278,2.1027726851713964,Iris-virginica
+70,7.690463768436518,2.7936521537032015,6.690880540619699,2.0105749970538613,Iris-virginica
+71,6.429163716960936,2.9224956528388937,4.31633743058038,1.3131262149882583,Iris-versicolor
+72,6.5026395169186255,3.0,5.878034210583684,2.184387278301178,Iris-virginica
+73,5.589567412337305,2.9103168750381805,3.7066492371756286,1.297184651280944,Iris-versicolor
+74,5.711060060347663,2.8136551347447973,4.496887374943365,1.2909911395349536,Iris-versicolor
+75,4.49800765799251,2.318701255742842,1.3161408787927522,0.31411842000647844,Iris-setosa
+76,5.209976203400033,3.4084632755072954,1.389259911507865,0.20099779152270042,Iris-setosa
+77,4.4,2.9118735199190757,1.4086064023629858,0.19939207500011918,Iris-setosa
+78,6.535236964722728,3.0,4.355407591719925,1.370621764026277,Iris-versicolor
+79,4.593566094145239,3.6000999240034797,1.0,0.19890348117564144,Iris-setosa
+80,5.0365004192619995,3.404915473095855,1.556720817457814,0.4385917895259963,Iris-setosa
+81,5.590793122899477,2.9104339176953262,3.5288970921669978,1.2883063669385546,Iris-versicolor
+82,6.000478672801194,2.709106287779491,5.09087635719938,1.5965852245273648,Iris-versicolor
+83,4.601920815192971,3.4045556651800872,1.3993659724019802,0.3217969358230781,Iris-setosa
+84,4.905673796375709,3.0,1.3950429595603215,0.2001359618246282,Iris-setosa
+85,5.007470618431041,3.608334181297349,1.3756174986926832,0.20025019157083196,Iris-setosa
+86,6.047905197920511,2.926388264571087,4.415824162353191,1.4969120087661434,Iris-versicolor
+87,6.29986057781189,3.411750124303889,5.614617528308707,2.4068381392501794,Iris-virginica
+88,6.501891249306772,3.0,5.460866062486049,1.7992715871264897,Iris-virginica
+89,4.99386901938796,3.4094201161916096,1.5034799541981865,0.4118124862778978,Iris-setosa
+90,4.589675697485252,3.6251641271556165,1.0000004072891617,0.2050657677021879,Iris-setosa
+91,6.1831556983831275,2.2043928834327446,4.5171956316232444,1.49792335857815,Iris-versicolor
+92,6.005158824864993,2.702615907369073,5.0904672389225745,1.633685237983955,Iris-versicolor
+93,5.19461901060245,2.709127834231701,3.897987943043014,1.408413473887468,Iris-versicolor
+94,6.496431679686212,3.0,5.860537237795,2.201260072100357,Iris-virginica
+95,7.627259763236787,3.0,6.615038819506272,2.1019245659538206,Iris-virginica
+96,5.311297205532996,3.6886423909069097,1.5087051891667909,0.20026298424278086,Iris-setosa
+97,7.9,3.8148956486347596,6.403311421765455,2.0162884474487015,Iris-virginica
+98,7.016986672369293,3.0,5.797343750188173,2.105632065205194,Iris-virginica
+99,5.5387595325236765,2.463440130295924,3.7782135255778577,1.0517000292400112,Iris-versicolor
+100,5.123471353232375,3.687047710559094,1.4994673901476852,0.3456556317489452,Iris-setosa
+101,7.67045387159388,2.88909830724051,6.656517112526322,2.0146415427825275,Iris-virginica
+102,5.985796556406442,3.411667307922356,4.465322626621438,1.5868954006500942,Iris-versicolor
+103,6.296948085004751,3.2762493732889086,4.661579193865142,1.5819521811631105,Iris-versicolor
+104,5.0182026057962235,2.4878409051567396,3.375460592317757,1.096612568017054,Iris-versicolor
+105,6.247971828817035,2.5067481052718628,5.118379699143475,1.9004393227504983,Iris-virginica
+106,4.400000629052832,2.8952472766470754,1.3982294561431523,0.20360391857404586,Iris-setosa
+107,7.718677882400059,2.81816807018902,6.705713339501267,2.0075932779609893,Iris-virginica
+108,4.587927482643975,3.613004548872278,1.0000003767597885,0.200406489537693,Iris-setosa
+109,5.578610378517205,2.4545681389788068,3.861191938097107,1.0634462039386632,Iris-versicolor
+110,7.644274742911802,3.0,6.6249394967612005,2.086555684748876,Iris-virginica
+111,5.072065988121918,3.509667040099364,1.4022008590881467,0.27576855951404394,Iris-setosa
+112,5.299249290410245,3.6975463173408754,1.4975480467684628,0.20098946376780646,Iris-setosa
+113,4.9022186739150895,3.0,1.4072509474204498,0.2023412376595573,Iris-setosa
+114,6.694549270095607,3.0990826271888734,4.693317360602736,1.5008584530924056,Iris-versicolor
+115,6.487678945957531,3.2020897863306668,5.104643582374944,1.9970008311860636,Iris-virginica
+116,6.121038074677579,2.785610624419474,4.73623538487804,1.1944928543780868,Iris-versicolor
+117,6.7017726291257835,3.120496715784944,4.727994800392674,1.512659081434555,Iris-versicolor
+118,4.915131111371308,3.0,1.4068611603528207,0.19784617321769943,Iris-setosa
+119,4.908075927919955,3.0,1.389673253392097,0.2015811380763288,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/10/test.csv b/iris/tab_ddpm/8_3/10/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/10/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/10/train.csv b/iris/tab_ddpm/8_3/10/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/10/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/10/val.csv b/iris/tab_ddpm/8_3/10/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/10/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/11/synth.csv b/iris/tab_ddpm/8_3/11/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b4a01b221462957f0dd9297c269830bf7e3065
--- /dev/null
+++ b/iris/tab_ddpm/8_3/11/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.012448811661886,3.390707104363964,1.6120918876761907,0.41484767988196325,Iris-setosa
+1,6.301216003864037,3.389734736097552,5.608102240316238,2.3944807033707187,Iris-virginica
+2,6.796017115885198,2.792012253033034,4.799627060944353,1.399091140125542,Iris-versicolor
+3,5.740525296302612,2.7501586719984177,4.088769974549354,1.1342231435873358,Iris-versicolor
+4,5.036948589946244,2.4496219725574937,2.881812382167351,1.095145979451743,Iris-versicolor
+5,4.9008158712000895,3.112046797618893,1.5564048798879744,0.10000011945910126,Iris-setosa
+6,4.87649577760272,3.0641710840949457,1.4941688188649374,0.10000010085453302,Iris-setosa
+7,4.80014490754318,3.0,1.3885427084497803,0.1,Iris-setosa
+8,6.284659043537215,2.8997969724956025,5.602508890562044,1.7791050000398823,Iris-virginica
+9,5.695292134749611,2.8003517978149612,4.511274355737537,1.3034927481188492,Iris-versicolor
+10,6.9266406282209285,3.190598911971919,5.71816551119151,2.292619865775127,Iris-virginica
+11,6.027023934335882,2.219015111760112,4.982994378750782,1.4972605389259204,Iris-virginica
+12,7.283846583879653,3.0,6.230927227797809,2.0540955939493792,Iris-virginica
+13,5.029652867621048,2.471985272805375,3.078385779434883,1.0666293392467165,Iris-versicolor
+14,5.36798722053568,3.403201911428626,1.5642017771273482,0.4037952244938995,Iris-setosa
+15,5.2874221633379195,3.726016909159044,1.6480492548887853,0.1994809108531938,Iris-setosa
+16,7.899998549098147,3.7963123811027106,6.40958412853211,1.9983283500108395,Iris-virginica
+17,4.894157505369001,3.093533613951558,1.4891069785239748,0.1000000921393834,Iris-setosa
+18,5.79561610548675,2.693684040061066,5.107394256827779,1.8954733703675652,Iris-virginica
+19,5.86824969187296,3.0,4.1982111516658565,1.4995457225152187,Iris-versicolor
+20,5.697376407560188,2.9176806054458355,4.1363109435327665,1.3005515722760537,Iris-versicolor
+21,7.705554321945479,2.611066878260341,6.899998778079059,2.302013410358443,Iris-virginica
+22,6.686668306160685,3.2899699609894304,5.683839278721074,2.499999512803199,Iris-virginica
+23,6.68334960159555,3.317114584270625,5.703746424996438,2.1248794614801785,Iris-virginica
+24,6.500626543333083,3.0,5.823664403556861,2.2062455480616974,Iris-virginica
+25,7.720666348731782,2.591365257079571,6.9,2.315462812945689,Iris-virginica
+26,5.001962651130221,2.0000007344340003,3.5744573742079555,1.0494796679180713,Iris-versicolor
+27,7.9,3.809940908871755,6.398259278435748,2.011434688518844,Iris-virginica
+28,4.846034715615616,3.013063209011954,1.4349106724932965,0.1,Iris-setosa
+29,6.603967602847042,3.0,4.421848984180276,1.3895405372234095,Iris-versicolor
+30,4.9928700867172005,2.0000005049606195,3.503142534438841,0.9296437819910979,Iris-versicolor
+31,5.995301884985578,2.698775605054257,5.171297472383447,1.6112892355868274,Iris-versicolor
+32,5.22397766920097,3.7764121919307003,1.4948677273639945,0.2145176717887574,Iris-setosa
+33,5.3861582162101165,3.406554220888295,1.6379573051206728,0.20051615559482797,Iris-setosa
+34,5.350858054425028,3.393761536921165,1.4989709948757517,0.4280304057773969,Iris-setosa
+35,6.717021102062046,3.0,5.429527574012911,2.0700198357060744,Iris-virginica
+36,6.052497943957718,2.598600561327666,5.596996235715307,1.3972143339345442,Iris-virginica
+37,6.242954465162096,2.5489307225305895,4.955294086232299,1.5222813012741871,Iris-versicolor
+38,4.986982165500126,3.6204884926222394,1.4017896724567338,0.20313241321566577,Iris-setosa
+39,5.277281368809665,3.6748119112847846,1.4985556645605043,0.19988914113822742,Iris-setosa
+40,5.186809069784045,2.6906075039857074,3.8831905651922014,1.3988862228711825,Iris-versicolor
+41,6.684310067220781,3.299524489557488,5.687916289912004,2.5,Iris-virginica
+42,5.641007056844425,2.521335421067109,3.975613851669009,1.1170720319038363,Iris-versicolor
+43,4.597800004697645,3.6028262876314585,1.0000003771569597,0.19663187242706498,Iris-setosa
+44,5.26661442720915,3.7028446236152663,1.5378104318261772,0.19814664311997782,Iris-setosa
+45,5.317519865473052,2.3461341959548907,3.526856018072536,0.8417046108948314,Iris-versicolor
+46,5.1846827603062335,3.74842602326922,1.4981405898541642,0.2060234434817119,Iris-setosa
+47,4.896335914043679,3.1110060020037067,1.4978953908852783,0.1,Iris-setosa
+48,4.4,3.2111298521867275,1.3000458360828366,0.19915882282254155,Iris-setosa
+49,4.993571287779627,2.0,3.454828967229791,0.9413926860535067,Iris-versicolor
+50,6.008616032415391,3.389270429545628,4.523545906861938,1.6004034930508522,Iris-versicolor
+51,5.632984795781558,2.9059807651282195,3.7980015643273712,1.3147339615066722,Iris-versicolor
+52,7.698429303509532,2.6005872761562108,6.8999987311801885,2.3006069849119903,Iris-virginica
+53,6.089656206272393,2.776140827035188,4.696173612116523,1.1981658692742385,Iris-versicolor
+54,6.693512482152589,3.286862604578603,5.7077025586074726,2.5,Iris-virginica
+55,6.708775958059647,2.5004004716842103,5.846438972640361,1.8121775105604898,Iris-virginica
+56,6.280882088503876,3.321710935878194,4.67507153720032,1.5979000519215654,Iris-versicolor
+57,4.4,3.1301772181494614,1.313398568126463,0.19054148991943992,Iris-setosa
+58,5.118220576589078,3.8124330457902955,1.6973415468789903,0.1974231696040701,Iris-setosa
+59,7.680246825735157,2.801229924761068,6.6670037560314395,1.9780204837813289,Iris-virginica
+60,6.014184910376624,3.396794268146436,4.486432160414658,1.597880439086616,Iris-versicolor
+61,6.2949592938306225,2.3036650861544903,4.402207769110962,1.2958404270454331,Iris-versicolor
+62,6.9555144613978666,3.088190347264741,5.074936612558416,2.3071440784756105,Iris-virginica
+63,5.009113439567761,3.5764742965071106,1.4039295486208507,0.19648637626003995,Iris-setosa
+64,7.327924785882988,2.9027239121112802,6.266430557509304,1.817129232287373,Iris-virginica
+65,6.097753841142672,2.80734947736524,4.682114001539803,1.181035627159898,Iris-versicolor
+66,6.704634238054744,3.102893211706949,4.700078693189294,1.500978909279738,Iris-versicolor
+67,6.496019670385246,3.0,5.784583890955805,2.1815039459025574,Iris-virginica
+68,5.014572170234971,3.405160957053447,1.6566606923816303,0.43236740575757115,Iris-setosa
+69,6.216660914537919,2.8511933495250004,5.592375589930634,1.7555475967459597,Iris-virginica
+70,6.297593799113983,2.48890031665435,4.995846909080832,1.8980912910193637,Iris-virginica
+71,6.013679102730485,2.212502960672855,4.953927430334179,1.483273692518475,Iris-virginica
+72,4.872062949572538,3.0,1.387364255799179,0.20721159765608882,Iris-setosa
+73,7.8999989265815,3.8085805927430365,6.405660229883145,1.999974977284647,Iris-virginica
+74,6.107092329678834,2.8013591435334595,4.7325028117707175,1.2070582337509839,Iris-versicolor
+75,6.311764935975369,3.3721406051317313,5.589523953801628,2.3977448187926536,Iris-virginica
+76,5.081280876883005,3.524277160356702,1.3744558926774684,0.20730472441253942,Iris-setosa
+77,6.398285011657257,2.892634059625717,4.2931729268762995,1.2883329735515998,Iris-versicolor
+78,5.991521628673692,2.6917046732111585,5.094434193747176,1.6139067896194201,Iris-versicolor
+79,6.2984601126657305,2.502140508601029,5.000252914068478,1.8994404689321513,Iris-virginica
+80,4.400000502934774,2.884958149767565,1.3945565944561933,0.20054206405778688,Iris-setosa
+81,6.70149937219238,3.085837730780496,4.722302150127273,1.5030718124415257,Iris-versicolor
+82,4.905786516248893,2.3965199357338194,3.2562549247494035,1.029646746387716,Iris-versicolor
+83,6.0209616115728295,2.6971608743309408,5.092393276918305,1.5767854312872367,Iris-versicolor
+84,5.897431166822129,3.0,5.107449720097482,1.8129405010622632,Iris-virginica
+85,4.814279689702166,3.0,1.3980906926361716,0.29081133155768757,Iris-setosa
+86,5.984719077869043,2.214130321241195,4.969399983427486,1.49627428574569,Iris-virginica
+87,5.106835509084984,3.7780505989246707,1.5469406763075455,0.20451663661943598,Iris-setosa
+88,4.98177735277021,2.0000005612584792,3.3853837335878536,0.9509555708312205,Iris-versicolor
+89,5.609141542923889,3.0,4.5197641348523305,1.4889970671279869,Iris-versicolor
+90,5.41075481760823,3.9,1.2943324696545528,0.4834279041475121,Iris-setosa
+91,5.689589185186386,2.915510637563685,4.257361383934185,1.2766763516463564,Iris-versicolor
+92,5.071938696379796,3.7943490729649616,1.7104766004145366,0.20030045727551904,Iris-setosa
+93,5.381769657031473,3.9,1.3059242158085775,0.38839247053092424,Iris-setosa
+94,5.1031272273659765,3.504586629757474,1.3850999217572086,0.2964341781633264,Iris-setosa
+95,6.706985734924278,3.305151131043062,5.723655506254414,2.4999991057498616,Iris-virginica
+96,5.0055817889375955,3.402406451638095,1.554465696794367,0.4326175789814777,Iris-setosa
+97,6.009178715511166,2.1961229854919186,5.003617052824845,1.493797712274233,Iris-virginica
+98,5.415542670492845,3.389615480683616,1.6337579016028503,0.19637262316145332,Iris-setosa
+99,6.6080380242720995,3.0154520080528564,5.933728748726093,2.245047912782298,Iris-virginica
+100,6.687908207860283,3.0984782471156507,4.684822207078696,1.4865989248399478,Iris-versicolor
+101,5.613306805365629,2.8839270658241625,3.6617399999963447,1.2874030878942602,Iris-versicolor
+102,5.1545756854870985,2.6733450152754203,3.877708245828702,1.398074339734058,Iris-versicolor
+103,6.107399880751886,2.6087651227634123,5.612906540963311,1.4038417327710682,Iris-virginica
+104,5.607583934909098,2.5217774324530513,3.9262737515734414,1.1149258763467602,Iris-versicolor
+105,4.979410123169214,3.391257717216839,1.588322114763904,0.39392884066433925,Iris-setosa
+106,5.910490428737923,3.0,4.209025379993484,1.4924202468832695,Iris-versicolor
+107,5.617490314519767,2.928109092683261,3.7260989151553177,1.3054907391230854,Iris-versicolor
+108,6.729255402181937,2.5039822342830056,5.9106220555770586,1.81668906049129,Iris-virginica
+109,6.815358536973961,2.7728177274476837,4.818344502066819,1.4057357335267007,Iris-versicolor
+110,7.701342188036737,2.5898275112392315,6.9,2.284049954493725,Iris-virginica
+111,6.811554477371728,2.7973399159896823,4.833024156874123,1.4036355200995956,Iris-versicolor
+112,6.05217782917133,2.843571914594437,4.623717434291469,1.265384661257569,Iris-versicolor
+113,7.899999007018505,3.791127503890986,6.402801377878708,2.0212480026011956,Iris-virginica
+114,4.5906836143641225,3.619152237481727,1.0,0.20408899886168488,Iris-setosa
+115,7.695736930495897,2.8173236109110613,6.696375878230903,2.0079464244341607,Iris-virginica
+116,5.098606888845366,3.6779201008930267,1.4982915771846523,0.44773503727754116,Iris-setosa
+117,5.99845215139575,2.197718885158892,5.0189165231966975,1.495842655353446,Iris-virginica
+118,6.783228406445881,3.0,5.512010093590778,2.1018554188110223,Iris-virginica
+119,7.9,3.811727626494546,6.3775843517615485,2.0143422931317296,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/11/test.csv b/iris/tab_ddpm/8_3/11/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/11/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/11/train.csv b/iris/tab_ddpm/8_3/11/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/11/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/11/val.csv b/iris/tab_ddpm/8_3/11/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/11/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/12/synth.csv b/iris/tab_ddpm/8_3/12/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b8cec28e5a48313990ae9908ba0c1aefc2395b9
--- /dev/null
+++ b/iris/tab_ddpm/8_3/12/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.517687150965628,3.1877137241501003,5.085347302625707,2.0115905910282414,Iris-virginica
+1,6.207987923710309,3.0,4.5662768061107455,1.3875944441137549,Iris-versicolor
+2,5.372278491382582,3.9,1.2822039198501056,0.39096156144664507,Iris-setosa
+3,5.402394960443085,3.4045828795724393,1.5786967845483615,0.42902090342258825,Iris-setosa
+4,6.9115487717691355,3.106515645375912,5.102521897085961,2.2956739922188696,Iris-virginica
+5,5.713154940629886,2.8040661523199297,4.489465398117439,1.2732197390671627,Iris-versicolor
+6,5.899375629121334,3.0,4.201913163329118,1.5019860980212931,Iris-versicolor
+7,5.781804065713634,2.7114978606916385,4.091627972114894,0.9752260370782817,Iris-versicolor
+8,6.466962611762534,3.148728745359785,5.10933643614433,1.9748520176363014,Iris-virginica
+9,4.90039276687203,3.0829839958596588,1.488476367662846,0.1,Iris-setosa
+10,5.17702491235087,3.405008331909067,1.4014814270022216,0.2000886823304834,Iris-setosa
+11,5.093951442715935,3.49760609734974,1.397314636631629,0.3151648522051728,Iris-setosa
+12,7.9,3.8100933137169313,6.440477771459629,2.019296245006262,Iris-virginica
+13,6.306590167434037,2.31003716424636,4.406415309040089,1.3117588997315337,Iris-versicolor
+14,5.634586334846395,2.9547673425909036,4.090452812594842,1.2857691759195073,Iris-versicolor
+15,5.556595972276781,2.452085967577983,3.798210728687837,1.026851724230994,Iris-versicolor
+16,6.130910500903863,3.0,4.619412806361821,1.4122775483019492,Iris-versicolor
+17,4.796753466633173,3.0,1.4011421709113605,0.30631861725672066,Iris-setosa
+18,5.1313012807161815,3.776057277616553,1.5945383326800382,0.1959832098252866,Iris-setosa
+19,5.236590094095332,3.750743720190687,1.5622158296189625,0.20263412406517273,Iris-setosa
+20,7.0261499849422915,3.0,5.904213716952606,2.120967510852799,Iris-virginica
+21,6.099376659905065,3.0,4.607055375583495,1.4061631914092036,Iris-versicolor
+22,6.203062107368194,2.364102517360814,5.024621181902157,1.7853441168601845,Iris-virginica
+23,4.821041217904383,3.0,1.401175371592366,0.1,Iris-setosa
+24,5.96353316144566,2.7867215284320186,4.773902416311442,1.5195979964040527,Iris-versicolor
+25,4.820577132930664,3.401496394799749,1.5322755891586362,0.20755949973776605,Iris-setosa
+26,4.578087812273783,3.403589381897961,1.3811127210398944,0.2983172773655489,Iris-setosa
+27,6.105033149492932,2.7998835641089705,4.682616857981437,1.1980454151274516,Iris-versicolor
+28,4.400000481966128,3.2185877139709786,1.293166972464884,0.20098594662568936,Iris-setosa
+29,5.707128588910923,2.7831256582855888,4.490804591021892,1.3005641162207013,Iris-versicolor
+30,5.821457522054679,2.748108790877104,5.081497255152284,1.9021858903831192,Iris-virginica
+31,6.673982135514678,2.4880287038893774,5.798942927976938,1.8019881336534154,Iris-virginica
+32,5.596784812856878,3.0,4.084822925147966,1.303965130905922,Iris-versicolor
+33,4.815179010588956,3.0,1.3911514519926178,0.31828704532721536,Iris-setosa
+34,5.056186247611563,3.510961099205358,1.396268749699482,0.20282915811276658,Iris-setosa
+35,5.401204811050504,3.3846791562363854,1.759846112985584,0.1974719000341486,Iris-setosa
+36,6.675492525581117,3.3002975768554768,5.688935513545886,2.0894977751043813,Iris-virginica
+37,6.422053326835886,2.8825734682062043,4.294055050668711,1.279072828878216,Iris-versicolor
+38,6.692650440135176,3.2783391443321306,5.717962252472804,2.0981437839511408,Iris-virginica
+39,5.117327608555056,3.4916551151011928,1.3947852125933362,0.19927231636531703,Iris-setosa
+40,6.289980517245646,2.4877035485093812,4.879949663710496,1.505641764681263,Iris-versicolor
+41,5.390711776783829,3.3931129449118043,1.6136869201015556,0.4138631838784493,Iris-setosa
+42,5.611058882770544,3.0,4.120905150808212,1.3046858031692077,Iris-versicolor
+43,5.1965474311794235,2.7023342043455014,3.8013653959185074,1.3989300149798596,Iris-versicolor
+44,6.413633361048711,2.9020559640527233,4.270040063565864,1.3121965200059373,Iris-versicolor
+45,4.989100996722726,2.4426933087895395,2.8552089990458795,1.0597334691225861,Iris-versicolor
+46,5.884512920988489,3.0,4.214163496815677,1.4979857414840172,Iris-versicolor
+47,5.561312721518821,2.4678652505567094,3.837284733154486,1.036002156556418,Iris-versicolor
+48,5.6778543590704835,2.794437697024627,4.50215218762884,1.2865409582255478,Iris-versicolor
+49,5.086471080596556,3.8044826269146053,1.6331289679501744,0.20031672094596695,Iris-setosa
+50,5.420436317436816,2.5160250978731122,3.6629966098097464,1.086214213736335,Iris-versicolor
+51,5.130905557045228,3.348131785536264,1.4280836566376371,0.21473909111895698,Iris-setosa
+52,7.691345065783869,2.600878698234544,6.899998945797899,2.3040937479837926,Iris-virginica
+53,4.786293382481279,3.392286962886106,1.6264970555880458,0.1957035902991616,Iris-setosa
+54,6.068324015977083,2.597472066106093,5.612142371709343,1.3857926237924734,Iris-virginica
+55,6.705917111043994,3.109371379116646,4.720092257568926,1.4977080072840485,Iris-versicolor
+56,7.613130853087413,3.0,6.605515258713049,2.091785953249386,Iris-virginica
+57,6.450490735086264,2.955212148939953,4.322898496887535,1.3294688073989973,Iris-versicolor
+58,6.293539270894711,3.4095987330892106,5.607834298052264,2.398505065649642,Iris-virginica
+59,7.70507206125439,2.581440672474877,6.9,2.298502212473708,Iris-virginica
+60,4.907827772078172,3.1004321722051635,1.496693768372905,0.1,Iris-setosa
+61,5.303757388824869,2.489922883451608,3.5214709013930965,1.0736562172067683,Iris-versicolor
+62,6.403629823028725,2.9020306862864858,4.295934433132011,1.2915818491368223,Iris-versicolor
+63,5.728501239697836,3.0,4.426133623485901,1.4907343501753705,Iris-versicolor
+64,5.165278711351633,3.763527434623647,1.5995909928797407,0.20233520074973851,Iris-setosa
+65,5.31415603473868,3.6831977815757715,1.4991705336144228,0.20189102529286476,Iris-setosa
+66,6.282095337264574,2.4927354374042583,4.904951364738412,1.4926942961741474,Iris-versicolor
+67,5.03368229875523,3.5714434022220183,1.3997150775463103,0.2021264707619894,Iris-setosa
+68,5.005079036857066,2.0,3.5772490932710244,0.9596110047690027,Iris-versicolor
+69,5.666760005519153,3.0,4.519504902954991,1.4966325711936554,Iris-versicolor
+70,6.6440794425025675,3.0,4.50907807984994,1.4427079210743614,Iris-versicolor
+71,5.367156316216933,3.8999996248227267,1.2949877362866165,0.5200208999147989,Iris-setosa
+72,5.659839919445316,3.7933276158340345,1.6094980729065755,0.29808768483953424,Iris-setosa
+73,5.005215729884378,2.0000006624134183,3.497959781948398,1.022300075179825,Iris-versicolor
+74,5.121975676182804,3.4888709538890743,1.4017900807308012,0.2901383739810956,Iris-setosa
+75,6.098092811349377,2.8821702698661693,4.682784297583799,1.2671957289990947,Iris-versicolor
+76,4.986025225104706,2.0000005173208852,3.4464578399305505,1.0030936963959254,Iris-versicolor
+77,6.069971474499527,2.250529343185311,5.001287153080807,1.5641740857911568,Iris-virginica
+78,6.835599861933294,3.0249304946466395,5.274199435575212,2.2041685398957913,Iris-virginica
+79,5.577480275685909,3.0,4.012014718751288,1.2903910313744644,Iris-versicolor
+80,6.8066655725981775,2.8163795408778785,4.81769323163083,1.403506853655403,Iris-versicolor
+81,6.233279361425276,2.2192522908481704,4.492442217446171,1.4868964272574048,Iris-versicolor
+82,4.911535383761046,2.4087276278649155,3.2557517046858777,1.0153749482364356,Iris-versicolor
+83,5.551823276752577,2.4951388063818776,3.9702579582241952,1.079759055657876,Iris-versicolor
+84,4.819996442032238,3.0,1.4038185073602634,0.33916155518856955,Iris-setosa
+85,4.7948295994342915,3.0,1.3820698180600586,0.1,Iris-setosa
+86,6.313147841653471,3.2817822335551723,4.7097644749963345,1.578932061505891,Iris-versicolor
+87,6.307869306987226,2.3007939476625996,4.383479466317877,1.29486339448041,Iris-versicolor
+88,5.1192707693005115,3.4943099536173614,1.3982454823022101,0.25205506064584465,Iris-setosa
+89,6.798161510423783,3.0,5.657262672217521,2.099117343253746,Iris-virginica
+90,6.510965365980097,3.1930448149535655,5.084437311258751,2.0125764407955495,Iris-virginica
+91,5.602909107689669,3.0,4.479932372727953,1.5048457577317993,Iris-versicolor
+92,5.638919918801588,2.738216162494696,4.485418173805949,1.2660418556524324,Iris-versicolor
+93,5.01014905141879,2.4603674996098857,2.9409596499443045,1.0735497400402452,Iris-versicolor
+94,7.706773267410315,2.8063618998759803,6.704266144562723,1.999915048373216,Iris-virginica
+95,6.872122153345255,3.1001061582290603,5.113556396848811,2.2935013030884033,Iris-virginica
+96,6.710353187579608,3.1169222830140995,4.698513503366045,1.5044601433637654,Iris-versicolor
+97,6.316909872972638,3.374589369175062,5.617422633385699,2.3945751281067613,Iris-virginica
+98,4.500354156561786,2.2986103950315093,1.2984142704646364,0.2982376274150951,Iris-setosa
+99,5.953848437800183,2.1735641902018146,4.93480312715623,1.476827335368927,Iris-virginica
+100,6.692267023751262,3.3010563321849857,5.710598426617921,2.5,Iris-virginica
+101,4.400000536043852,3.0,1.3387367471524945,0.19973307324239686,Iris-setosa
+102,6.315316218487552,3.363609907161076,5.631226295381,2.395076953692031,Iris-virginica
+103,5.216974449815678,3.7534028128720758,1.556321720982343,0.20173492163995438,Iris-setosa
+104,5.491281689113658,2.570330601167277,4.332032306354698,1.182839946240388,Iris-versicolor
+105,4.825257845436944,3.0,1.4036672135406167,0.1,Iris-setosa
+106,6.808559045761275,3.0,5.475380388017783,2.1152562359043987,Iris-virginica
+107,5.662332998665614,3.0,4.193106480280086,1.3215113304314856,Iris-versicolor
+108,7.713062580453968,2.5961567147517344,6.9,2.3098996266898637,Iris-virginica
+109,6.314634308136565,2.2901229135898284,4.383819501570134,1.3016775967931264,Iris-versicolor
+110,6.690913332973705,3.2935700883560903,5.684798128047857,2.4999996378945673,Iris-virginica
+111,5.117827803138831,3.5033063723411084,1.3979040023736766,0.202099519579303,Iris-setosa
+112,6.487630616568002,3.0,5.813597598335227,2.215603464975411,Iris-virginica
+113,4.812261960235962,3.397895110068768,1.5477207446683012,0.19454428076176028,Iris-setosa
+114,4.502247296947997,2.3208839141822373,1.3176240344009664,0.292184284034217,Iris-setosa
+115,5.095559028273171,3.800262951634506,1.5255852671103167,0.19727187679225477,Iris-setosa
+116,7.699197236120241,2.583452319083506,6.9,2.293564376745362,Iris-virginica
+117,6.702756188195036,2.5060615000149604,5.8007241195256265,1.798092940353793,Iris-virginica
+118,6.10394014291651,2.7847587886229532,4.68513218798625,1.1889732036405156,Iris-versicolor
+119,6.327688745332927,3.293687110320295,4.698621385371526,1.594592472532685,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/12/test.csv b/iris/tab_ddpm/8_3/12/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/12/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/12/train.csv b/iris/tab_ddpm/8_3/12/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/12/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/12/val.csv b/iris/tab_ddpm/8_3/12/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/12/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/13/synth.csv b/iris/tab_ddpm/8_3/13/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4081afa552302db60bc9a8a9b7b71581853f587e
--- /dev/null
+++ b/iris/tab_ddpm/8_3/13/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.300443728476739,2.468110413793054,4.959226566439328,1.8879922437241674,Iris-virginica
+1,5.607786981348627,3.0,4.089986445158027,1.2875085559493489,Iris-versicolor
+2,4.901214414848137,3.0,1.396264344410219,0.201709593623757,Iris-setosa
+3,6.188742314558788,2.845199266229642,5.559415218354183,1.740306112198161,Iris-virginica
+4,5.98825056617583,2.186181637016999,5.0385068441860925,1.5181327251706924,Iris-virginica
+5,5.003536880905295,2.000000575493929,3.4813041967321827,0.9900520070680545,Iris-versicolor
+6,5.586736267355348,3.0,4.029717852814136,1.3002094099795654,Iris-versicolor
+7,5.132897984732508,3.4973278952201143,1.4016656778974634,0.2983576507081876,Iris-setosa
+8,4.504379763897623,2.284014663859028,1.2932222908597732,0.29148307757563063,Iris-setosa
+9,6.0201929220677295,2.2051001098524603,5.033687074128609,1.4928485960707905,Iris-virginica
+10,7.452894368626455,3.0,6.432698191314435,2.075272090946362,Iris-virginica
+11,4.81845106211628,3.0,1.4004152831635446,0.1,Iris-setosa
+12,6.676049241587571,3.26573173488323,5.70680219856624,2.0781847860825917,Iris-virginica
+13,5.283246782298965,3.6972285045577777,1.4986453864290834,0.20027719780370634,Iris-setosa
+14,6.387106748016619,2.8836775118518534,4.296335846709356,1.2811080145773432,Iris-versicolor
+15,6.093780447538744,2.79064945081277,4.699951267787544,1.1775199665539848,Iris-versicolor
+16,6.295535270429922,2.8992900304578497,5.594585645942882,1.7946852880214585,Iris-virginica
+17,5.879474772781037,3.0,5.045407422441645,1.7837495981389888,Iris-virginica
+18,4.4,3.2003347199157397,1.293362075175056,0.19923130506513737,Iris-setosa
+19,7.702476196319489,2.6049962993834512,6.899998633748177,2.291540889961721,Iris-virginica
+20,6.909606640451275,3.2034229764805024,5.678553635095718,2.290892636354846,Iris-virginica
+21,5.128022275118452,3.491434411871694,1.389893622665368,0.2005861708926821,Iris-setosa
+22,4.806854219940709,3.0,1.4003708827117831,0.1,Iris-setosa
+23,6.684715812195295,3.1305303552225636,4.723348247107675,1.5034878032736758,Iris-versicolor
+24,6.315179141640034,2.323291851209782,4.398939906425398,1.3012181838886048,Iris-versicolor
+25,5.090601254217415,3.3992112359241866,1.5298562062954375,0.42980535975852957,Iris-setosa
+26,6.876738626570966,3.1941377512604565,5.701098338289469,2.29650789489694,Iris-virginica
+27,5.005161050163662,2.0,3.329065524875923,1.025453128440425,Iris-versicolor
+28,5.794078572704225,2.70547860909457,5.0359713644705275,1.8972587888362318,Iris-virginica
+29,7.729967194546541,2.5909791342750683,6.9,2.3114891042374257,Iris-virginica
+30,6.828705963069895,3.0895190138195705,5.137425963737199,2.3044172021456237,Iris-virginica
+31,5.090392837935221,3.530137819005112,1.4038414286774825,0.33675138986643693,Iris-setosa
+32,6.010063912146463,2.718023729005596,5.087915926982098,1.611499471450232,Iris-versicolor
+33,7.704384123685543,2.59938832408119,6.899998929331954,2.3009213236619375,Iris-virginica
+34,6.493109855640414,3.220441121795525,5.080626820089187,2.008625038991802,Iris-virginica
+35,4.772984179470561,3.0,1.3914028904263547,0.2998907726802472,Iris-setosa
+36,4.903925152189766,3.117411739138477,1.5215900954432355,0.1,Iris-setosa
+37,6.279552100547353,2.908375750773587,5.585596321892452,1.7333691064245293,Iris-virginica
+38,6.115256143758463,3.358289543909931,4.582859521386629,1.6183625066908078,Iris-versicolor
+39,5.888811650911052,3.0,5.068993058738678,1.7888431146764603,Iris-virginica
+40,4.804529944403959,3.0,1.3936004983369186,0.29994059357866537,Iris-setosa
+41,5.1354253079351,3.770853883080755,1.5573103264231631,0.214693805869917,Iris-setosa
+42,4.898953108438105,3.0,1.4022219972989016,0.20172576381421245,Iris-setosa
+43,6.297691342732642,2.887175809887389,5.617374518439408,1.7866586166314837,Iris-virginica
+44,4.493729733040304,2.3010184924746797,1.2868576324487524,0.321569426285302,Iris-setosa
+45,4.400000534252329,3.1832737593467257,1.2978586837159654,0.20139010119195513,Iris-setosa
+46,6.118418116564516,2.6041992965804353,5.608685322153599,1.4071984517542562,Iris-virginica
+47,5.213541104125804,3.400279461089676,1.3907428027428608,0.2011647831034982,Iris-setosa
+48,7.707150412652657,2.60154079039928,6.9,2.2979775920655134,Iris-virginica
+49,4.775214122830033,3.4059462293164495,1.515825575740572,0.2024880087578343,Iris-setosa
+50,5.390800108200399,3.9,1.3054992128239031,0.5138742137235763,Iris-setosa
+51,6.488355573741119,3.212302549627557,5.085211009726977,1.9874362877783,Iris-virginica
+52,4.977410365401172,2.0,3.4984021159571363,1.0002914849514366,Iris-versicolor
+53,5.2946231907296255,3.706603760832486,1.6410859196411978,0.2023452970037273,Iris-setosa
+54,6.789952516889406,3.0,5.531716084589941,2.099158871686945,Iris-virginica
+55,6.316652481514395,3.406819115967508,5.595904454248397,2.40248913819832,Iris-virginica
+56,5.739153545354376,2.884507976445788,4.2821308549810935,1.2980172417079794,Iris-versicolor
+57,7.691196786920056,2.5812025834738406,6.9,2.304948078695797,Iris-virginica
+58,6.521470907494998,3.169422432442892,5.152528145105555,1.9914920780596297,Iris-virginica
+59,4.825551642691546,3.0,1.4019172150939854,0.29570237458305215,Iris-setosa
+60,5.790799808176763,2.697212980763699,5.102417162506565,1.9041386277774652,Iris-virginica
+61,6.915974111880006,3.2145802850997987,5.6995525440563855,2.29751639915372,Iris-virginica
+62,6.796623643292906,3.0,5.485991354090039,2.1045445964298093,Iris-virginica
+63,5.102621695070751,3.799705248530891,1.6788394647442768,0.20092823981095065,Iris-setosa
+64,7.679491917895357,2.781579153660061,6.687244439147488,1.9860507065331952,Iris-virginica
+65,5.1177574553696035,3.7944555864706966,1.6313673659165966,0.20086344009241303,Iris-setosa
+66,7.066076528675256,3.0422587422005716,6.004538208521755,2.240150848238471,Iris-virginica
+67,4.4,2.9088341750595785,1.39946699738296,0.19278648292949216,Iris-setosa
+68,5.428756157938195,3.9,1.320558322590661,0.542239000408651,Iris-setosa
+69,5.652387679799521,2.7712638055208156,4.326813373802892,1.229209212112759,Iris-versicolor
+70,5.406074942123401,3.9,1.2977899403981605,0.48671967114439396,Iris-setosa
+71,6.009676448441559,2.205186575169741,4.990504003829277,1.5048480865528338,Iris-virginica
+72,5.09895695121479,3.4993301846096725,1.4005374543410483,0.19741727725884217,Iris-setosa
+73,6.092411153693185,3.0,4.601429854539688,1.365009591939123,Iris-versicolor
+74,4.80516610163737,3.0,1.4016031729469545,0.10000010812583876,Iris-setosa
+75,7.9,3.8057041851969977,6.32489658342293,1.9998813447718258,Iris-virginica
+76,4.5867718156343535,3.3947742319759087,1.3922055599394123,0.32591767893354007,Iris-setosa
+77,4.792227900450978,3.0,1.4013180122795037,0.35605396488164853,Iris-setosa
+78,6.309997813895199,2.491920629761767,4.960764985763011,1.4997332831756547,Iris-versicolor
+79,6.31791159399848,3.4141496245808627,5.597615661859134,2.3942589424638303,Iris-virginica
+80,6.128673383341418,2.6046204134528947,5.593407121864769,1.4151888019942647,Iris-virginica
+81,5.383232967392848,3.3984263424213865,1.7049167696208507,0.2004670120222513,Iris-setosa
+82,4.79729756703061,3.0,1.3953427344294154,0.297397236297014,Iris-setosa
+83,5.0088876553832415,2.0,3.615351883863501,1.0264371036137638,Iris-versicolor
+84,7.034183741553667,3.0,5.796501765415946,2.11546049230279,Iris-virginica
+85,6.8864994974571,3.0858872830457478,5.139351982866837,2.296825891427738,Iris-virginica
+86,4.598532569711327,3.401894156079662,1.4032812255459932,0.2953700922094462,Iris-setosa
+87,7.289835361613442,2.9063648060781904,6.302243472540235,1.7972669252698323,Iris-virginica
+88,6.588217244823287,3.0,5.801973416674232,2.2172217581644826,Iris-virginica
+89,6.8716499159742215,3.142506482825812,5.774404379174299,2.2802495216064504,Iris-virginica
+90,6.1146662428703324,2.8036867321207755,4.7300208209096954,1.1905497322477798,Iris-versicolor
+91,6.304578090936351,2.5044403644085493,5.084443849763843,1.8858904481092924,Iris-virginica
+92,7.6740170321510295,2.6120601311515657,6.89999877092804,2.29573534161875,Iris-virginica
+93,6.315373883204758,2.9147513912078478,5.57961074715349,1.7886709882933116,Iris-virginica
+94,6.018348930272432,2.8038047295304414,4.544468484053963,1.1876238668807937,Iris-versicolor
+95,7.724957803239385,2.5929814098719053,6.9,2.306905418954455,Iris-virginica
+96,7.718068978008619,2.601626961768676,6.9,2.320233304938779,Iris-virginica
+97,7.188818101972621,3.0,6.124984584957475,2.1592444951128584,Iris-virginica
+98,4.909186002010837,2.412869219092494,3.1507465728486457,1.0114933202563436,Iris-versicolor
+99,7.735660714780387,2.6214724227192114,6.9,2.302399518595533,Iris-virginica
+100,6.665847817952412,3.0801527029225197,5.905529041959891,2.251360436425347,Iris-virginica
+101,6.002324722872124,3.4002614867672794,4.524261041460001,1.594696364786225,Iris-versicolor
+102,7.599126625586643,3.0,6.580926564907409,2.0984103785087846,Iris-virginica
+103,5.992206717753306,3.4026095861360846,4.491496637157667,1.5982341533510047,Iris-versicolor
+104,7.9,3.811693322291551,6.372887196535096,2.0035726128401365,Iris-virginica
+105,4.804612951685668,3.0,1.397349823285552,0.32333154933748465,Iris-setosa
+106,7.067285865369915,3.0,5.808052111160729,2.1422311920379213,Iris-virginica
+107,5.230766899677115,2.695084112878751,3.950482858420001,1.3987572931555357,Iris-versicolor
+108,7.360218791232186,2.882473708187096,6.34818827248895,1.8269161990159173,Iris-virginica
+109,6.014510897709844,2.914676800915869,4.437211346618633,1.5096366239838803,Iris-versicolor
+110,7.697239213267122,2.582054807092918,6.9,2.3290082213247674,Iris-virginica
+111,6.9450908746225615,3.1014533100009594,5.115137623334228,2.3053769909467503,Iris-virginica
+112,5.63474761129483,2.9736446453293066,3.823587976897124,1.305750807348226,Iris-versicolor
+113,5.744539547438114,2.7528846711883297,3.988208128263361,1.0287835684032998,Iris-versicolor
+114,5.7889188714958735,2.849628479637451,4.549672111223681,1.3019513632930992,Iris-versicolor
+115,5.1084453697174235,3.5003343703174354,1.4003185260705477,0.2999971680339281,Iris-setosa
+116,5.445574423498904,3.4023840208736176,1.9157818713454846,0.20143323423037535,Iris-setosa
+117,7.695247356935597,2.594445404298792,6.9,2.2870107209024777,Iris-virginica
+118,5.994173067760595,2.708167251062475,5.090899069913303,1.602729286750338,Iris-versicolor
+119,6.53972765827271,3.0,5.499786058567619,1.8059670350232497,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/13/test.csv b/iris/tab_ddpm/8_3/13/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/13/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/13/train.csv b/iris/tab_ddpm/8_3/13/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/13/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/13/val.csv b/iris/tab_ddpm/8_3/13/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/13/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/14/synth.csv b/iris/tab_ddpm/8_3/14/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae790b5e822e67a4fb8fffae98395b9879202df4
--- /dev/null
+++ b/iris/tab_ddpm/8_3/14/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.514033611239781,2.4162447105332063,3.723073900582102,1.01080729343275,Iris-versicolor
+1,6.398177664871628,2.907403692132609,4.300897911805424,1.3007109484549944,Iris-versicolor
+2,5.973051742096736,2.777376650263849,4.646524951344405,1.2010489598248166,Iris-versicolor
+3,4.990721417707466,2.0,3.387151439866047,0.9739751686930935,Iris-versicolor
+4,5.583916527682913,2.8865434991609575,3.5017288600752536,1.3027375186358336,Iris-versicolor
+5,4.601834821102215,3.605537328369905,1.0,0.1999418116114897,Iris-setosa
+6,6.493993518508261,3.0,5.500483039281361,1.79745934395387,Iris-virginica
+7,6.12459535383735,2.609028971226271,5.597232362659501,1.4218026246516269,Iris-virginica
+8,4.870608863695272,3.0,1.3995694406063524,0.19956039410780277,Iris-setosa
+9,5.187718905396642,3.4202924515730646,1.3968172521457891,0.20165043854281034,Iris-setosa
+10,5.723180184899084,2.7925023339239505,4.507266634461107,1.3006278461185932,Iris-versicolor
+11,6.802209945436501,3.0,5.523630643068312,2.077446361167227,Iris-virginica
+12,5.96045148748777,2.8314250010377466,4.503353304923209,1.2204886020334897,Iris-versicolor
+13,5.392903214605814,3.4039273191492403,1.68103814830875,0.20085071016661116,Iris-setosa
+14,5.011036619395417,2.000000727972835,3.5373797240368474,0.9336045083284097,Iris-versicolor
+15,4.4,2.8846835788852005,1.4008991607465031,0.19121552769896955,Iris-setosa
+16,7.318792613033135,2.9051574228825605,6.29750382801847,1.783052500912,Iris-virginica
+17,5.598743861007086,3.0,4.079390754986934,1.305270938361484,Iris-versicolor
+18,6.9062324156601145,3.1117507320753854,5.061978851088488,2.296859381097363,Iris-virginica
+19,7.089209543753706,3.0,5.925235971347564,2.1050900079958383,Iris-virginica
+20,6.70498644143679,3.299245391434727,5.6987951707712865,2.0969389537038823,Iris-virginica
+21,4.915042447848895,2.4039380304525073,3.1464162420201083,1.011378531434321,Iris-versicolor
+22,6.082670950728185,2.790048090323947,4.695375646350274,1.1945607235468771,Iris-versicolor
+23,6.731524232357093,3.108837849020067,4.723912980065209,1.5030377919226887,Iris-versicolor
+24,5.391895528783783,3.9,1.324202553498864,0.4494673726598881,Iris-setosa
+25,6.290797495171546,2.315987473456343,4.406918500557194,1.2985515670534344,Iris-versicolor
+26,6.707563888201741,3.2950789988152467,5.695894018259771,2.1078586482331936,Iris-virginica
+27,5.992831714047427,2.713981592150405,5.085924711458214,1.5984869186629544,Iris-versicolor
+28,6.796070437679294,3.1932861408139734,5.895518314848652,2.2883134564483343,Iris-virginica
+29,6.1032669307466945,2.8051983942406262,4.722058232493794,1.1951030512037608,Iris-versicolor
+30,5.976436303238735,2.8263486681466543,4.696906785643522,1.5249750212607915,Iris-versicolor
+31,6.681142330680848,2.5058704451570555,5.786417471484779,1.7990814125809624,Iris-virginica
+32,6.3023917836771135,2.5007156620342514,5.004406093289601,1.881290997706072,Iris-virginica
+33,6.369661868966588,2.922792819199044,5.525018505688236,1.7993495950561305,Iris-virginica
+34,4.813462103402199,3.0,1.3948710582725512,0.29207358293597024,Iris-setosa
+35,6.30251184480245,2.2904941718569307,4.39661219681237,1.3064907435002238,Iris-versicolor
+36,6.312958508724662,3.2954761010969285,4.69063750970922,1.5946203613733685,Iris-versicolor
+37,6.799207124533407,2.8027953259660126,4.795670687604581,1.4130942034946972,Iris-versicolor
+38,6.829300893630489,3.205432995976469,5.782019328477865,2.3015100730671163,Iris-virginica
+39,6.810321381706065,3.094620345327184,5.140874788314386,2.319043266472892,Iris-virginica
+40,4.891501174517367,3.0011953885717135,1.412319300475368,0.29917015071502795,Iris-setosa
+41,7.107915527046836,2.9299728648358427,6.099795352101583,1.8125990593094492,Iris-virginica
+42,5.114599219630555,3.766111472290353,1.8160784180419065,0.20171585860689253,Iris-setosa
+43,6.648656063449608,2.475614053220481,5.780386644808466,1.7836890468807218,Iris-virginica
+44,5.680237255029037,3.7938536432103755,1.7151629915563893,0.29977189342536015,Iris-setosa
+45,5.57060426584633,2.542129078596864,4.245868330023562,1.1215946054087145,Iris-versicolor
+46,5.526649849197653,2.6130838774333798,4.415045205197208,1.2072526174839016,Iris-versicolor
+47,7.103624332307286,3.0,5.844123237706559,2.0863967993297026,Iris-virginica
+48,6.879986186763291,3.10198769109768,5.131368791553816,2.2918792163483896,Iris-virginica
+49,5.000100246226684,2.0000005572275916,3.445029762169449,1.0152106240070324,Iris-versicolor
+50,5.001328790264297,3.5763704002710024,1.3976945244064267,0.19970782641437929,Iris-setosa
+51,4.617388838665027,3.4293865174458946,1.4026247484348016,0.2979340903189538,Iris-setosa
+52,5.5045156644665445,2.4386242083344505,3.804404220737223,1.0156511972665538,Iris-versicolor
+53,5.877661230039631,2.732413942661061,4.139174994131244,1.017567588188485,Iris-versicolor
+54,5.002306923600463,3.644449662152462,1.4016515371342528,0.19689913351988286,Iris-setosa
+55,5.37376590536893,3.9,1.3269709056985857,0.4178303172181726,Iris-setosa
+56,5.824619935936101,2.732670213774924,4.246275542730942,1.049398481178434,Iris-versicolor
+57,7.703902247275792,2.802712013325813,6.706151356573426,2.013783867631297,Iris-virginica
+58,5.1674995449857555,3.4053085337636806,1.40161120180066,0.2003986652048288,Iris-setosa
+59,4.4,3.0,1.3530736643307628,0.20002054092018665,Iris-setosa
+60,7.252194260673862,2.885897684043937,6.256306743282071,1.779489200785504,Iris-virginica
+61,5.934036503775535,3.0,5.113156887133416,1.8096627836482817,Iris-virginica
+62,6.6700067074934335,3.0542096934538923,4.65929132412648,1.4806667116736045,Iris-versicolor
+63,5.603704442372234,3.0,4.451910320554715,1.505562422100983,Iris-versicolor
+64,6.013053696576438,3.402960512682908,4.484824642635124,1.6136011132577184,Iris-versicolor
+65,5.55645213472219,2.613921243854202,4.360272712986437,1.166363031960684,Iris-versicolor
+66,6.49997778668414,3.0,5.473765547364965,1.8190338461498032,Iris-virginica
+67,6.736527571547446,3.2732736556731514,5.733220661232467,2.145857903371167,Iris-virginica
+68,5.566622889276676,2.481989653757622,3.8893031157431253,1.1011754450951914,Iris-versicolor
+69,5.7278971717187535,2.792465477893272,4.483905648530156,1.3024206165404102,Iris-versicolor
+70,7.704179840314109,2.5904057721650373,6.899998988973257,2.29689248180541,Iris-virginica
+71,5.526256898880472,2.4097055280745394,3.7531217111320454,1.0330898263092194,Iris-versicolor
+72,4.986172789358948,2.0,3.4592933124562286,1.0213738499633829,Iris-versicolor
+73,6.037804065516609,2.9055377945339647,4.6433324903228215,1.3189863475703694,Iris-versicolor
+74,7.731345756465543,2.583466206443724,6.9,2.3215667256949057,Iris-virginica
+75,4.941400940581594,2.419478948953178,3.038599863474019,1.0291031167451903,Iris-versicolor
+76,4.488898619405777,2.257709918623098,1.3283420007882636,0.29009268886478584,Iris-setosa
+77,5.001759122085928,3.580569840527511,1.3945386446007664,0.20015018517994587,Iris-setosa
+78,4.4,2.9040311129739953,1.401329393311033,0.19734080356718542,Iris-setosa
+79,6.825556888490464,3.1874651971246206,5.776608453085661,2.2950846588681917,Iris-virginica
+80,5.106444831966508,3.809405684611523,1.6251242227331426,0.20520037407123365,Iris-setosa
+81,4.591765935131283,3.6040557997164564,1.0,0.20571463258539135,Iris-setosa
+82,5.610497819446808,2.8895443965385685,3.6305698408883953,1.3021371245608833,Iris-versicolor
+83,5.983326581228005,3.0,5.126218593759411,1.8080055917448299,Iris-virginica
+84,5.121516497750455,3.792706241122931,1.770267265079963,0.20356507852771077,Iris-setosa
+85,5.9780600190487485,3.277867567822338,4.440408189031034,1.567151307402844,Iris-versicolor
+86,6.018368244704702,2.6680780112544227,5.021910515262679,1.5787938758256606,Iris-versicolor
+87,4.843879228775912,3.0,1.397393712566922,0.1,Iris-setosa
+88,4.4,2.8890456564442393,1.406964033906748,0.2050282549173887,Iris-setosa
+89,5.904525878117225,3.0,4.2012646462798475,1.512894650065911,Iris-versicolor
+90,6.012614247430438,2.1968460937242535,4.916871449976711,1.4989867376195638,Iris-virginica
+91,6.252986859033336,3.399949456961348,5.598499576007505,2.395019760836809,Iris-virginica
+92,5.505487122481567,2.5897842488093383,4.343701409236049,1.198817429425123,Iris-versicolor
+93,4.590030745832494,3.6055333317918654,1.0,0.19553970985189922,Iris-setosa
+94,6.011253983485118,3.0,4.403708893744546,1.47452595650264,Iris-versicolor
+95,5.0293386647001945,3.414330175843024,1.8803803384284496,0.3963952015451034,Iris-setosa
+96,6.224218880260799,2.1826699520968234,4.5128624303258436,1.491120176696876,Iris-versicolor
+97,5.921199061779861,3.0,5.110991122225975,1.8088982698011584,Iris-virginica
+98,6.027195514132449,2.7894485476464617,4.709347742241591,1.2171675685678802,Iris-versicolor
+99,7.309185543219459,2.8845858753552687,6.3079406662435815,1.7838546943413942,Iris-virginica
+100,4.902787652572131,3.114371454227049,1.5788966776505846,0.1,Iris-setosa
+101,5.111285075495239,3.69984896111197,1.594396218807623,0.39115443476555833,Iris-setosa
+102,5.192059793570479,3.3914445679602965,1.4012811631903754,0.19797189351481764,Iris-setosa
+103,6.0240782637281765,3.3925453710013613,4.501731788167305,1.5860919058779512,Iris-versicolor
+104,6.505239240097491,3.2031527861546185,5.0920660625066585,2.0088988135154486,Iris-virginica
+105,6.803439493482176,3.0,5.470673946142009,2.1054831151712867,Iris-virginica
+106,4.40000047512936,2.8908216481740907,1.3619593523979812,0.2000052756927538,Iris-setosa
+107,4.994435946669133,3.613505153391631,1.3954068158908983,0.19910162213556798,Iris-setosa
+108,5.215749500291929,2.688443085150674,3.8983304934616965,1.3983519741557064,Iris-versicolor
+109,5.991987568057424,3.384047484048397,4.514677984669144,1.6058570366618146,Iris-versicolor
+110,5.7899047495262455,2.8294062432451144,4.092125069489028,1.1869754796692016,Iris-versicolor
+111,7.484475863420436,3.0,6.530623359474479,2.101252273013537,Iris-virginica
+112,6.855313504600933,3.0,5.548799879043138,2.099322957128862,Iris-virginica
+113,4.787594173718824,3.4066034959608347,1.5451207428179223,0.19877546641479643,Iris-setosa
+114,4.999314320906422,3.5958214621094413,1.3948660718438795,0.20344821403493724,Iris-setosa
+115,5.085901359505129,2.595193630380008,3.645509944407158,1.3420329136868867,Iris-versicolor
+116,4.6539435831925156,3.404276566767542,1.4162611997842354,0.2969191253686279,Iris-setosa
+117,4.974295491202666,3.599609950703653,1.3866691144962786,0.20247382763840382,Iris-setosa
+118,6.910352178322767,3.1845091196688147,5.6826547065409105,2.3071567390618264,Iris-virginica
+119,6.857138379883972,3.0908499176984923,5.109524676485185,2.309105127093394,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/14/test.csv b/iris/tab_ddpm/8_3/14/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/14/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/14/train.csv b/iris/tab_ddpm/8_3/14/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/14/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/14/val.csv b/iris/tab_ddpm/8_3/14/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/14/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/15/synth.csv b/iris/tab_ddpm/8_3/15/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b1d5a141ef67953deb65124eb447ac6e225a97b
--- /dev/null
+++ b/iris/tab_ddpm/8_3/15/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.697919507309662,2.7825870693093586,4.502211307885966,1.3000468615420133,Iris-versicolor
+1,5.689365318758981,2.8789378801442265,4.149619274984067,1.2905377308202697,Iris-versicolor
+2,5.763331392127135,2.934265947031724,4.295813398820965,1.3129279032569527,Iris-versicolor
+3,5.0039118719050455,2.00000046838219,3.5604498487786893,0.9375812750045196,Iris-versicolor
+4,4.4,2.8779830580309094,1.385879647457875,0.20201134404639368,Iris-setosa
+5,5.606514034054176,2.722513579491023,4.483007194065155,1.2709367368915874,Iris-versicolor
+6,5.963540969407382,2.931381903045354,4.465975503846534,1.5029713295968028,Iris-versicolor
+7,6.167244904738374,2.19925578532331,4.491251297396281,1.5047517061040898,Iris-versicolor
+8,6.873348726191693,3.0959759871471726,5.104685776666795,2.2889912665999956,Iris-virginica
+9,7.701116498485567,2.5867925860695706,6.9,2.3025323719995896,Iris-virginica
+10,5.642106428505999,3.0,4.497405450758986,1.5062852073980848,Iris-versicolor
+11,6.48979031009884,3.0,5.42250468442785,1.808171749889875,Iris-virginica
+12,4.887659546321365,3.087961877782621,1.487804722298486,0.1,Iris-setosa
+13,6.804198651724693,3.2006473514576177,5.826586632416302,2.2770549391734223,Iris-virginica
+14,7.301115179713488,2.8909561315255328,6.352390687735586,1.8009792935156508,Iris-virginica
+15,5.001356351630619,3.617235758584015,1.384719575457336,0.20222495788030573,Iris-setosa
+16,4.995708862994424,2.0,3.424051692731956,0.9391556009097024,Iris-versicolor
+17,5.6214082382571675,2.886287451010512,3.5553774179158624,1.302554358007934,Iris-versicolor
+18,6.159603684409412,2.600782505690783,5.6051032878158935,1.4149525142235386,Iris-virginica
+19,4.823923089817984,3.0,1.4030798468463317,0.10000009933477357,Iris-setosa
+20,5.653567840958349,3.7973030440332955,1.8532436758933821,0.36897168451085594,Iris-setosa
+21,5.992160965047144,2.7054457812320765,5.061715067709792,1.590653917047251,Iris-versicolor
+22,6.323161206358575,2.293141712878886,4.384729896833075,1.3045981918738008,Iris-versicolor
+23,6.709022127821227,3.087226399180473,4.712360819833812,1.5047790555884581,Iris-versicolor
+24,6.17204477219391,2.694055388547385,5.594169977971406,1.5434119848398506,Iris-virginica
+25,5.526788284314671,2.400107256437158,3.6722547639764977,1.047834955504574,Iris-versicolor
+26,4.7833267999892755,3.395355694449565,1.6805821286586449,0.19453723160848335,Iris-setosa
+27,5.6967417747276174,3.0,4.5444096218846335,1.490758129656017,Iris-versicolor
+28,6.715781163670529,3.2784894999968133,5.699522531839302,2.499999594199264,Iris-virginica
+29,5.589656973871679,3.0,4.444440301909568,1.5089145877633732,Iris-versicolor
+30,6.799769898040161,2.809087579545405,4.801380164362372,1.3981062737821364,Iris-versicolor
+31,4.504179838066044,2.3024214772052964,1.3143331329377106,0.32131512530772216,Iris-setosa
+32,5.1349874671951,3.8011560988701154,1.49887579110605,0.21152174049917466,Iris-setosa
+33,4.892862834123062,3.0972424995420735,1.489892647698729,0.10000013841099788,Iris-setosa
+34,6.712933371721723,2.487312230154772,5.800080894420178,1.81279230776122,Iris-virginica
+35,4.593629214576836,3.602994229663826,1.0000004495468062,0.1976855775689802,Iris-setosa
+36,5.094807573532609,3.5027977868758806,1.3837917293179451,0.19929251087502226,Iris-setosa
+37,7.361126478103754,3.0,6.325564071848429,2.0639560219731403,Iris-virginica
+38,5.183569773303,2.688126666744499,3.908417563789044,1.4118328642040487,Iris-versicolor
+39,7.222865096522869,2.920007798627451,6.177786676276783,1.8348736679243287,Iris-virginica
+40,4.900911328305832,3.0,1.3879160595396052,0.2037864325072256,Iris-setosa
+41,4.988567719613437,2.0,3.6286605069836404,1.0123909943822476,Iris-versicolor
+42,6.1991698474516825,3.3052476492282077,4.6549306227043825,1.5820421943207421,Iris-versicolor
+43,7.718751657308388,2.6100580028691,6.9,2.3026984104580674,Iris-virginica
+44,6.697912444899625,2.5104841637935684,5.8392031211557915,1.798779540887397,Iris-virginica
+45,7.8999988350531805,3.789059937000563,6.381572796832275,2.0038848289588964,Iris-virginica
+46,6.378024463739808,2.879729578051554,4.290276110595656,1.2953648353122373,Iris-versicolor
+47,6.301588979520573,3.40182345600653,5.609583677352946,2.4023035845351526,Iris-virginica
+48,6.193713266639063,3.0727244274939,4.6147733751606275,1.4723521714921797,Iris-versicolor
+49,4.985697138644484,2.0,3.473730499155246,0.9534829630495776,Iris-versicolor
+50,7.691715021220469,2.6087706466269234,6.9,2.3000435302821867,Iris-virginica
+51,4.948852364408486,2.4245448036460338,3.3521818452604535,1.0584002232452878,Iris-versicolor
+52,5.221439135460618,3.4061673203383593,1.393410626096168,0.1987967126470561,Iris-setosa
+53,7.711682102189102,2.5933747090902886,6.9,2.3066587756773265,Iris-virginica
+54,5.3756317751720655,3.9,1.2885390648087562,0.39799249204358134,Iris-setosa
+55,4.627811832145591,3.40640865466775,1.4016371267937309,0.3020526570129262,Iris-setosa
+56,6.644036267972905,3.0,4.481099063657126,1.4432989099570908,Iris-versicolor
+57,5.403932484194257,3.3879821591181996,1.7455010475378834,0.20014272337414457,Iris-setosa
+58,6.1623143739443655,2.2324949765165054,4.522629191211841,1.4915209857224718,Iris-versicolor
+59,6.9230973015942405,3.155048285711829,5.508079038657153,2.30413079363342,Iris-virginica
+60,6.18789866707026,2.208678053890964,4.494066065066959,1.4973952464244498,Iris-versicolor
+61,4.7988973646071145,3.4024212487424212,1.6797539641415984,0.20337065031507054,Iris-setosa
+62,6.487869988917436,3.0,5.51492840261256,1.8091955930680728,Iris-virginica
+63,6.823474571678827,3.181219781041018,5.765448774809461,2.2989645023663368,Iris-virginica
+64,5.839897946813177,2.6565478534163542,5.134774960095689,1.8818735273437206,Iris-virginica
+65,5.985871912325942,2.9801406874817804,5.215623621582748,1.822984247494112,Iris-virginica
+66,7.630104988174346,3.0,6.623629746086065,2.0913286594820346,Iris-virginica
+67,6.464541466874514,3.169381595779839,5.087235343304974,1.9857191734774302,Iris-virginica
+68,5.429390829000982,3.3859589292334036,1.805773983720029,0.19850069476174786,Iris-setosa
+69,5.881511101271598,3.0,4.2141026599046985,1.4948391612748586,Iris-versicolor
+70,6.256071707915977,2.3361346603304707,4.372466592948641,1.3033273156687673,Iris-versicolor
+71,6.022287373875327,2.6934716542556734,5.146756353657185,1.6010720842103807,Iris-versicolor
+72,6.806512136220793,3.2088345613843954,5.787249246541909,2.2871068862188966,Iris-virginica
+73,6.174713055257494,2.192388562730733,4.478448334750214,1.4967793823164568,Iris-versicolor
+74,7.707145009020053,2.6016915798914435,6.899998777352417,2.3069786919122595,Iris-virginica
+75,6.87409825175552,3.210270342175477,5.7487096493792995,2.300803052332069,Iris-virginica
+76,4.4,3.23253503193584,1.2958117960552524,0.2060783112476682,Iris-setosa
+77,5.008560871271804,2.000000637418469,3.5507499492697066,1.0176056606714075,Iris-versicolor
+78,7.293509475811936,2.8942955372728396,6.318260878381078,1.831358832347575,Iris-virginica
+79,6.687265172202857,3.0649880764439015,4.614593634382842,1.4903105553805651,Iris-versicolor
+80,6.6173839074630765,3.0,4.419046958561895,1.4114560113573356,Iris-versicolor
+81,6.711407637461022,2.489948244024763,5.8357037655090345,1.802407919427619,Iris-virginica
+82,6.791364034106901,3.0,5.437988192210989,2.111613517532989,Iris-virginica
+83,6.205143056549327,2.1855006240887924,4.4700291128503915,1.5007832201259186,Iris-versicolor
+84,5.5942183098629386,3.0,4.525526797877545,1.5054809497842045,Iris-versicolor
+85,6.34192977249961,3.387309341873987,5.614286111889358,2.3865330959292743,Iris-virginica
+86,6.708793218766695,3.286085025529732,5.6971339694256615,2.1066002154647854,Iris-virginica
+87,5.376043654613891,3.8999995581723783,1.2750859170219795,0.36327294649012115,Iris-setosa
+88,7.342434390283094,2.9045896126249926,6.33474316373908,1.8052840715968834,Iris-virginica
+89,6.00660036712384,2.6922495560253434,5.122901110269029,1.6043203830482675,Iris-versicolor
+90,6.696856702865275,3.087806977612197,4.6699447981105005,1.4948200145617019,Iris-versicolor
+91,6.515805460545401,3.0,5.796965376188379,2.181096682167882,Iris-virginica
+92,5.725789737796114,3.802370503393409,1.704142891968827,0.31984669124680265,Iris-setosa
+93,6.497703251131512,3.096857591899751,5.243159257775713,1.951197898053325,Iris-virginica
+94,4.601218803797192,3.623207791465942,1.0000005055536272,0.2015297478935853,Iris-setosa
+95,5.398763559649174,3.8999996411419855,1.3174323949506532,0.3598604497274938,Iris-setosa
+96,5.033976064736535,3.549321750411883,1.3891341470133733,0.20529304701009943,Iris-setosa
+97,6.231648238446859,2.2763008959608646,4.45658066203039,1.4100959927374943,Iris-versicolor
+98,5.399207587300026,3.9,1.298970386600061,0.4434889429775708,Iris-setosa
+99,4.608910434987769,3.368607285410658,1.4080820252590485,0.3222411601175348,Iris-setosa
+100,6.814581764371323,3.0,5.519312838204598,2.0942980597486454,Iris-virginica
+101,5.696086385873269,2.868861616840559,3.9942583755294834,1.2868501427166146,Iris-versicolor
+102,6.249194582621068,2.2092728855259542,4.527776439222791,1.490965390232965,Iris-versicolor
+103,5.878951712296561,2.943498683718311,4.47242021190005,1.4925359052925549,Iris-versicolor
+104,5.392951814196338,3.8999996265843815,1.295201369661231,0.3440570980448367,Iris-setosa
+105,6.014205010229482,2.698251655410622,5.146071087674539,1.6185409527873496,Iris-versicolor
+106,6.799164469039097,3.186394599824811,5.802435960841743,2.301135460304925,Iris-virginica
+107,4.588300712252331,3.628915019532025,1.0,0.20335218829550303,Iris-setosa
+108,6.3066178169371,2.3081403738523507,4.403249785091947,1.3083556368159581,Iris-versicolor
+109,6.832493148103377,3.1929078365441264,5.7337340613297485,2.300326677141862,Iris-virginica
+110,6.378315113322993,2.8710638520673526,4.2761482347154285,1.272733836562052,Iris-versicolor
+111,6.300439571985926,3.4020465104330446,5.591872125898874,2.398213105445841,Iris-virginica
+112,6.247840073574975,2.384325433797914,4.796879852956896,1.5075335165448882,Iris-versicolor
+113,6.060944243023363,3.392810580100931,4.550414982892889,1.6168628648576722,Iris-versicolor
+114,5.555173119500842,2.5405869972073596,4.280392819859111,1.090679749674932,Iris-versicolor
+115,5.480823350595473,2.36648505229255,3.6458551398256684,0.9309593827947944,Iris-versicolor
+116,6.888519177456558,3.0,5.329204970539323,2.222128609979012,Iris-virginica
+117,6.102167193114721,2.59561586012884,5.616612585035281,1.3991404715732887,Iris-virginica
+118,5.102408664319847,3.4064801762851453,1.62704822022899,0.4615354784901313,Iris-setosa
+119,4.500397297821684,2.3159386413544105,1.313362257984294,0.29870778101015344,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/15/test.csv b/iris/tab_ddpm/8_3/15/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/15/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/15/train.csv b/iris/tab_ddpm/8_3/15/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/15/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/15/val.csv b/iris/tab_ddpm/8_3/15/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/15/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/16/synth.csv b/iris/tab_ddpm/8_3/16/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65420aa9ca96c02823cd83a71cda21dfa4dedb2e
--- /dev/null
+++ b/iris/tab_ddpm/8_3/16/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.892990711495541,3.0,1.3821416069385721,0.19307579350067378,Iris-setosa
+1,5.6099699826838485,3.0,4.473157868990323,1.5048898451930353,Iris-versicolor
+2,6.847468641823759,3.2098493825632017,5.763181116830751,2.304796151939516,Iris-virginica
+3,5.955973057397612,3.0,4.238431479373782,1.4842474028521813,Iris-versicolor
+4,6.6824837126558005,3.251410664140661,5.700089796061878,2.4999995367072883,Iris-virginica
+5,6.485118519698812,3.0,5.509801338024206,1.8025421899916545,Iris-virginica
+6,6.680787063996653,3.103362448571455,4.719446575834822,1.5015577075860795,Iris-versicolor
+7,6.235380291724483,2.2756818809777375,4.394839610180836,1.3085370361222066,Iris-versicolor
+8,4.592679753746544,3.62309174583052,1.0,0.21372998253337572,Iris-setosa
+9,4.891188340797647,3.050612958396726,1.4661717711444144,0.10000009962229184,Iris-setosa
+10,4.946164990905118,2.429421934306604,3.02442030357439,1.0071565791137091,Iris-versicolor
+11,7.899998955174928,3.799435625673031,6.37397562063095,1.9887286662876875,Iris-virginica
+12,5.814001354761921,2.721826494202138,5.0358359656847975,1.902649854294506,Iris-virginica
+13,5.6205939938303855,3.0,4.478770303982177,1.493115803498958,Iris-versicolor
+14,4.925749944010692,2.4026209667864573,3.169504343404794,0.9645783620484418,Iris-versicolor
+15,5.133061946476608,3.493210672700308,1.4016744348523225,0.19929738460752722,Iris-setosa
+16,5.60702340842852,2.906304947766774,3.630711366485633,1.2855169035543603,Iris-versicolor
+17,6.473328391653131,3.0,5.5187247721169275,1.795398066484997,Iris-virginica
+18,5.792553507905641,2.7114383746069386,4.139657836463795,1.021559014202812,Iris-versicolor
+19,4.4,2.9867358721827113,1.352638793520607,0.19705648346683033,Iris-setosa
+20,6.199488905262547,2.2083665814135665,4.456425863034488,1.497106568485242,Iris-versicolor
+21,4.9736426212055385,2.4454832319788786,3.2802466410390285,1.030292048374404,Iris-versicolor
+22,5.228715746201281,3.401461953458092,1.4986707947785833,0.43617551734713383,Iris-setosa
+23,6.305739624513597,2.9111450444464424,5.609988195174935,1.8063888850939243,Iris-virginica
+24,5.312701146711534,3.7144834210736057,1.4979248786214712,0.20243586012767661,Iris-setosa
+25,6.266439154326393,2.535758275966461,4.865339876457865,1.508763374968489,Iris-versicolor
+26,4.4,3.2032606798436785,1.2948906758044871,0.19871539676522615,Iris-setosa
+27,6.51205359404801,2.9809952340664494,4.322986965182587,1.3439421208229536,Iris-versicolor
+28,5.433714931250115,3.8999996059455855,1.3001264335140799,0.3142811502260348,Iris-setosa
+29,7.899998848161013,3.7854311662287,6.418268789935168,2.016514429048155,Iris-virginica
+30,6.51616325830858,3.2162169548613173,5.098433429637083,2.018947797215477,Iris-virginica
+31,5.094429938153437,3.7941583075843175,1.66628682573259,0.2084504094728401,Iris-setosa
+32,4.4,2.916292668985902,1.389022514732709,0.20347364553397607,Iris-setosa
+33,6.788894252926197,3.193522381348706,5.820826296767719,2.283393374820702,Iris-virginica
+34,6.662999549555972,3.288648592893485,5.693799028709832,2.49999951617525,Iris-virginica
+35,5.492622121234841,2.6012786024719605,4.386490008462535,1.2039067467925546,Iris-versicolor
+36,6.292004661984223,2.889257331163904,5.587429846760094,1.7591035007625653,Iris-virginica
+37,4.588899871013737,3.6034757195881366,1.0,0.19793998442857347,Iris-setosa
+38,4.781967624528369,3.0,1.3773245694087253,0.10000009127872578,Iris-setosa
+39,5.102275776111233,2.4495808301255906,3.3738057409415965,1.125079391062407,Iris-versicolor
+40,5.352700641233395,2.5694264676991203,4.112140575253393,1.2608748692905194,Iris-versicolor
+41,5.612274363522339,2.885143022090837,3.6190344109591526,1.3002232869127923,Iris-versicolor
+42,6.510635447176065,3.0,5.788018054604672,2.2006258729747277,Iris-virginica
+43,6.304457727949012,3.3908556994028474,5.602133889655078,2.395898499417474,Iris-virginica
+44,7.9,3.781151382544728,6.433816475577103,2.0332653872482465,Iris-virginica
+45,6.0930751022758285,3.0,4.597194941347571,1.4147138930168401,Iris-versicolor
+46,7.8999988644246,3.797752085898945,6.462700811457143,1.9960182604067513,Iris-virginica
+47,4.617893756554119,3.4091121850703625,1.403036723625372,0.33060089190769726,Iris-setosa
+48,5.541773994106501,2.429764842609304,3.7953953317140705,1.048795642814902,Iris-versicolor
+49,5.412976725602443,3.394810343981944,1.4998715877241422,0.421663001874257,Iris-setosa
+50,7.670719545754312,2.8052688235071535,6.696905447996653,1.9765949497099737,Iris-virginica
+51,6.305660601090041,2.505387077814572,4.991240131556979,1.8884163043656936,Iris-virginica
+52,4.809253467255047,3.3966838904519467,1.4993660639549873,0.19781831514545414,Iris-setosa
+53,6.434110033342968,3.0,5.52978302831448,1.777164274561337,Iris-virginica
+54,5.631114229614283,2.5525289804716897,3.9639530796698352,1.077201938458801,Iris-versicolor
+55,6.629192613991123,3.1444655367092325,4.744788890909708,1.5249648936093874,Iris-versicolor
+56,6.108027479628568,2.7962504013735083,4.681702528176894,1.2162420253279527,Iris-versicolor
+57,5.982379368995313,3.4117540529460704,4.522483205725189,1.5883938524084698,Iris-versicolor
+58,7.606268435641718,3.0,6.593907877600645,2.0932906236407605,Iris-virginica
+59,5.880178197614215,3.0,5.118134095738134,1.799002221628705,Iris-virginica
+60,6.806301429006828,3.0,5.537596708383342,2.0858194822578895,Iris-virginica
+61,5.477667044637081,2.3918186914836577,3.6849420731912015,0.9940494114986778,Iris-versicolor
+62,6.512613899245694,3.049439198745057,5.289169523344301,1.9015507992895806,Iris-virginica
+63,6.2867431866762296,2.902698522896087,5.599545100818753,1.7826544630687484,Iris-virginica
+64,6.498696828018292,3.1817464614190807,5.084168408491218,2.022780849630466,Iris-virginica
+65,6.194535509024642,2.2192004151066773,4.5228791937115735,1.4764805544217245,Iris-versicolor
+66,5.1091760722119295,3.496254411355846,1.396549650811806,0.19989119068890598,Iris-setosa
+67,6.26344983766842,3.298229251782447,4.681480171038148,1.5614613130808257,Iris-versicolor
+68,6.579460746147795,3.0532435236382605,5.282579599216891,1.925906618888544,Iris-virginica
+69,7.246260547586729,2.9008023297388776,6.278193471922148,1.7764407147319616,Iris-virginica
+70,5.060026623216466,3.491987714469474,1.401635364215251,0.20337336347091653,Iris-setosa
+71,6.639036328065863,3.3359590725005623,5.7281445728644504,2.5,Iris-virginica
+72,5.112171732615173,3.7957540055966046,1.7690533467698712,0.20123310435814962,Iris-setosa
+73,6.169790869011155,2.21083052100742,4.48166176238942,1.5052629982170491,Iris-versicolor
+74,5.579097107517995,2.483394773413784,3.916310334456472,1.1061658604964888,Iris-versicolor
+75,5.3202633722748764,3.690685724528277,1.5510063342371176,0.20339355176505666,Iris-setosa
+76,6.940975336220776,3.1855808129854024,5.867098319956832,2.2881539294987965,Iris-virginica
+77,5.3509188606548514,3.6825712639108756,1.5456358860163861,0.20364462748108733,Iris-setosa
+78,6.71794700710072,3.3059463890549585,5.71263638028615,2.499999621983283,Iris-virginica
+79,5.9243101134352125,3.0,5.040754313363552,1.7536838615307724,Iris-virginica
+80,4.908374145700877,2.414562071032252,3.206676155804383,1.0015756662965982,Iris-versicolor
+81,6.76926752935608,2.8167706061260938,4.757145771660392,1.4127061359758988,Iris-versicolor
+82,7.9,3.812087280652653,6.367352462279496,2.0012549610288684,Iris-virginica
+83,5.199874400725057,3.397970803452913,1.4008189691259003,0.20205756506574618,Iris-setosa
+84,5.718753740628349,3.80425225852038,1.6899736958154177,0.34107018638986997,Iris-setosa
+85,6.068665606055605,2.79203651581934,4.677001805878084,1.1872841564916425,Iris-versicolor
+86,5.756439020583,2.832049751988932,4.505876990830605,1.2962546522029268,Iris-versicolor
+87,5.421633556451185,3.4023000808568886,1.634844918278269,0.41759542688449725,Iris-setosa
+88,6.2790158284624145,2.9002992675401726,5.6009231763482035,1.8228717858161088,Iris-virginica
+89,4.62128560473905,3.5745095162149148,1.0,0.20193268835261968,Iris-setosa
+90,6.649264684343056,3.000698293742207,4.519732741217387,1.4390692362964728,Iris-versicolor
+91,4.763429476164994,3.0,1.3822429982905435,0.3172124307281233,Iris-setosa
+92,5.386147406251721,3.9,1.3040494215970804,0.34181436890169475,Iris-setosa
+93,5.655163860286974,2.949103423530954,4.211370103400174,1.287209719024313,Iris-versicolor
+94,6.81154823953012,3.1922451293494185,5.8757345860242385,2.301578438555109,Iris-virginica
+95,5.983205529364941,3.4126619315754816,4.523627690273084,1.6448850749615056,Iris-versicolor
+96,7.289718550721788,2.886781185142643,6.271936522516821,1.7895400094830862,Iris-virginica
+97,5.759674220407103,2.7778535779563835,4.235316587716918,1.174597764106869,Iris-versicolor
+98,5.603780753946426,2.4491240255634925,3.8544228874676207,1.0049166039531687,Iris-versicolor
+99,4.81088279295398,3.0,1.3949395242042422,0.1,Iris-setosa
+100,5.812428357053934,2.687121073440198,5.08857381357694,1.891216079878159,Iris-virginica
+101,5.543074199880601,2.570687587127387,4.31840321580704,1.1561281931867042,Iris-versicolor
+102,6.292431349132354,2.292919395897568,4.393401549676087,1.2802756689044414,Iris-versicolor
+103,5.389784068144848,3.4009382226464595,1.7398488027486603,0.2013368750701616,Iris-setosa
+104,4.911952568747655,3.1012021533441856,1.4890479672577102,0.1,Iris-setosa
+105,6.698768477761059,3.105223418206609,4.674189214997262,1.4935610259549934,Iris-versicolor
+106,6.0680826806421875,2.8107913257854658,4.680545761312145,1.153620266493442,Iris-versicolor
+107,5.890188155404312,3.0,4.244589657425917,1.4883146403677656,Iris-versicolor
+108,6.526011834183056,2.989706527245129,4.339750898452471,1.360850149693877,Iris-versicolor
+109,6.108958396483716,2.795267890762257,4.700269863135436,1.224988861024758,Iris-versicolor
+110,6.288658677427821,2.8963807433554223,5.611405259262329,1.8123101443887235,Iris-virginica
+111,5.624699933314877,2.770081430163656,4.477156702242161,1.2981869315459522,Iris-versicolor
+112,7.693887055506874,2.5956463817820237,6.9,2.302273938800573,Iris-virginica
+113,6.25975467121938,3.4086376367114926,5.619722628261282,2.404640313088053,Iris-virginica
+114,4.4,2.8851880355825887,1.403514362130962,0.1956212290892534,Iris-setosa
+115,4.4,3.178240728657782,1.3265155276050231,0.20230961697245542,Iris-setosa
+116,5.223955574788049,2.696591711858418,3.9359638302058193,1.401226838165138,Iris-versicolor
+117,6.810994505688016,3.1968771629406585,5.82789969426898,2.2975120774234212,Iris-virginica
+118,5.176037752132598,2.7092726660143773,3.844831030764843,1.3963830528060193,Iris-versicolor
+119,6.391732222460689,3.0,4.429380397678217,1.3842199566717854,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/16/test.csv b/iris/tab_ddpm/8_3/16/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/16/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/16/train.csv b/iris/tab_ddpm/8_3/16/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/16/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/16/val.csv b/iris/tab_ddpm/8_3/16/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/16/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/17/synth.csv b/iris/tab_ddpm/8_3/17/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35367c7559f3ed596da4ad9d7e5f988305238f1b
--- /dev/null
+++ b/iris/tab_ddpm/8_3/17/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.07890286629882,2.5044973849509207,3.0943843126975943,1.103001623068492,Iris-versicolor
+1,6.625791804721437,3.0,4.558070208707654,1.4401200176310074,Iris-versicolor
+2,5.346041755682552,3.4133449760327905,1.4953543118115742,0.3976530980152191,Iris-setosa
+3,5.331609461893943,3.682256562276836,1.4971668331718284,0.2046211851587633,Iris-setosa
+4,6.8659178894192205,3.1957105052981545,5.733394946704561,2.302495991591152,Iris-virginica
+5,4.598175991991739,3.6035623370885457,1.0000005269682475,0.19912798564037942,Iris-setosa
+6,5.520938737396852,2.4125604203370403,3.680115321736261,1.012110812026192,Iris-versicolor
+7,6.264368014271166,2.9048192253220853,5.593946478757378,1.8021080939835985,Iris-virginica
+8,5.006732753843759,3.395067017118266,1.6269438434356276,0.3918490385624481,Iris-setosa
+9,7.291567941118391,2.891791883701222,6.280823545600119,1.7826293532308919,Iris-virginica
+10,6.109548475684411,2.604867238087575,5.6120712116216795,1.400951106697646,Iris-virginica
+11,7.051437270076361,3.0,5.916224563672039,2.084697451400339,Iris-virginica
+12,6.1681513128662715,3.0,4.639758855218014,1.4242177113238002,Iris-versicolor
+13,5.9478478739638,3.0,5.0980519127061985,1.78126737801943,Iris-virginica
+14,6.804416054539187,3.0,5.547441686004248,2.0951021009146786,Iris-virginica
+15,4.4,2.912875480080875,1.3932914297024994,0.20234003592859945,Iris-setosa
+16,6.266375439248621,2.5004682760394297,5.061116269373615,1.899184275098077,Iris-virginica
+17,6.487654693563189,3.0,5.7991056059394905,2.216156510427309,Iris-virginica
+18,5.41259367478066,3.9,1.3217595163968747,0.4517381338043687,Iris-setosa
+19,5.208238313979491,2.7022468784238582,3.893686500772122,1.3994197681813343,Iris-versicolor
+20,7.713554126563528,2.60273230189622,6.899998740590721,2.3118416187168047,Iris-virginica
+21,6.707649975071385,3.3144162282312575,5.704228594870467,2.5,Iris-virginica
+22,5.091046977979531,3.6896850224623177,1.4982200835971031,0.4460003682047545,Iris-setosa
+23,4.59065811422932,3.612183342472068,1.000000383452486,0.20161775505352172,Iris-setosa
+24,5.402917558157061,3.8999986817560246,1.338481895430302,0.4133088330728242,Iris-setosa
+25,6.505170073170094,3.0,5.794835857097363,2.185696063443988,Iris-virginica
+26,5.106711255142439,3.704892022637024,1.491295375099128,0.20956213279093,Iris-setosa
+27,5.128052703286277,3.4907992180711216,1.4051432202795824,0.1991916733638498,Iris-setosa
+28,5.988249531658202,3.3930414058869403,4.473583359861773,1.558038979855867,Iris-versicolor
+29,5.698113732107773,2.783553748052663,4.519165394608352,1.301937245381364,Iris-versicolor
+30,5.4034286144595205,3.406062657746966,1.53048402785006,0.38875583114747303,Iris-setosa
+31,5.960052163320248,2.696714235094191,5.142842655286799,1.5931612895276928,Iris-versicolor
+32,5.118566832632314,3.4940548484347236,1.4033713355499238,0.20333023893555024,Iris-setosa
+33,5.6303367529501305,2.919205258111372,3.7200696615257156,1.309426855989082,Iris-versicolor
+34,5.18305084033776,3.4033958593711344,1.4008382313644796,0.2000683830829401,Iris-setosa
+35,5.621194206705107,3.0,4.52922772474712,1.502761942782379,Iris-versicolor
+36,5.302758957632751,3.694852609267538,1.4955485450109307,0.19692550634316025,Iris-setosa
+37,6.695945852779048,3.1113486842887745,4.676528097385787,1.5025638549049325,Iris-versicolor
+38,6.131114666624922,3.1298754622903515,4.474882935440278,1.4797687719879307,Iris-versicolor
+39,6.000936231945145,2.7192610402231203,5.104614490303525,1.5869260577140745,Iris-versicolor
+40,6.982657625635942,3.1006373176977813,5.784309770112461,2.2405133643595567,Iris-virginica
+41,4.999936111913193,3.3871224615488362,1.6495519311818887,0.38127771989773773,Iris-setosa
+42,7.737846796660537,2.574584434332534,6.9,2.321775270643307,Iris-virginica
+43,5.30665439098373,3.7041466057715255,1.4947561338597366,0.20373473253628352,Iris-setosa
+44,5.396912580555862,3.4044887482200763,1.538040197904141,0.25665853508320263,Iris-setosa
+45,7.604331422543047,3.0,6.6182051332324,2.0849617868605397,Iris-virginica
+46,4.4,3.2082408803073363,1.2807336958839066,0.19966993376738534,Iris-setosa
+47,5.635004367319576,2.523165458339617,3.9873938547179577,1.1172570594941345,Iris-versicolor
+48,4.891010620437058,3.08401889714018,1.4935784812723085,0.1,Iris-setosa
+49,4.5976952547441226,3.590607109391452,1.0000004232517048,0.19919711711414506,Iris-setosa
+50,6.339365430515868,3.2591656063304497,4.671134663025719,1.5816157807919704,Iris-versicolor
+51,5.990577049760158,2.1943193858890346,4.977763015308727,1.5018323663587707,Iris-virginica
+52,4.935037917527102,2.428823556045655,3.148074155442117,1.0258869800724766,Iris-versicolor
+53,5.804923048125009,2.6932061292720952,4.03005125137186,0.8910299870240614,Iris-versicolor
+54,5.4073077046585,3.9,1.3222842947937163,0.3845286910287171,Iris-setosa
+55,6.005272529899611,2.9150293232420985,4.485805446472682,1.49531046123232,Iris-versicolor
+56,4.4000005852710915,3.187609115522565,1.302401676389053,0.20627705400733726,Iris-setosa
+57,5.121986649634859,3.7898579313333354,1.6453646335841912,0.20154788605785928,Iris-setosa
+58,5.84556813647629,3.0,4.22057200379361,1.4711504147157821,Iris-versicolor
+59,6.01888332601495,2.718557270838369,5.046167869593763,1.612480454471249,Iris-versicolor
+60,6.158320086169373,3.0,4.604082332093803,1.4407306030785654,Iris-versicolor
+61,6.065364140338319,2.8105535875870133,4.634086892024309,1.200785438069807,Iris-versicolor
+62,5.199391062946261,2.715409583622147,3.8724405284387924,1.3898152619263389,Iris-versicolor
+63,6.648965417926052,3.0163194132158946,4.583310971375214,1.4669530683227479,Iris-versicolor
+64,4.498582418858463,2.3282711366296476,1.2941092959326255,0.33558740075711724,Iris-setosa
+65,5.394480809473356,3.3995402561749852,1.5543676862334048,0.3732718429802186,Iris-setosa
+66,6.259605476656978,2.273733749978862,4.372227422242388,1.3176468190774004,Iris-versicolor
+67,4.5950734398801245,3.6108427076050393,1.000000374165353,0.19769505841006418,Iris-setosa
+68,6.899331504096873,3.212661463486502,5.6562508081098155,2.303850741907692,Iris-virginica
+69,4.591082827590642,3.4072431116497106,1.4012336673356378,0.38619916812166577,Iris-setosa
+70,6.879864444751617,3.098574358714482,5.145398987879671,2.2969002206077014,Iris-virginica
+71,5.286600999889161,3.7230671155046164,1.4978606264770666,0.20335673393230938,Iris-setosa
+72,6.692344598945444,3.2763028989880034,5.736024120924552,2.1155172568652896,Iris-virginica
+73,5.812721155044126,3.161376169347373,4.474828445940474,1.4920686454510832,Iris-versicolor
+74,5.001951737768373,2.0,3.526630595605923,1.0033472149044667,Iris-versicolor
+75,5.0106903768461395,2.0000005906713403,3.493721758774488,0.9049570376688416,Iris-versicolor
+76,4.829940374481437,3.0,1.396138923002093,0.29378107783814983,Iris-setosa
+77,4.913310745071516,3.0,1.4011670558820772,0.19967474537866017,Iris-setosa
+78,6.094612144893961,2.6073466834603134,5.6030357479819335,1.3969173016722398,Iris-virginica
+79,5.6007316814937385,2.9281794835948802,3.7262288919200173,1.3036155606143145,Iris-versicolor
+80,7.307674797519503,2.9059144765076557,6.263431482203912,1.796214985637024,Iris-virginica
+81,5.201207711401409,2.714520317486343,3.9185807342955283,1.4074905419354333,Iris-versicolor
+82,5.958401841848549,2.1828731353430553,4.970429081298256,1.4880151282354739,Iris-virginica
+83,5.890247138553788,3.0,4.220111434178446,1.4945219732746717,Iris-versicolor
+84,5.397042307392897,3.393999032761739,1.6695221029702747,0.1998483506044239,Iris-setosa
+85,6.082079742145259,2.5901395949211397,5.623878322500567,1.4248927093091055,Iris-virginica
+86,5.6044901968994525,2.9260315496660074,3.7447710152443676,1.3084507925797686,Iris-versicolor
+87,5.987064809956232,2.724699364060481,5.097372512063451,1.604211962084959,Iris-versicolor
+88,7.240267607282777,2.977148664211827,6.2210594143591855,2.0060652136519392,Iris-virginica
+89,7.709200228679149,2.8035356297303347,6.711225825968435,1.9921546856040242,Iris-virginica
+90,4.602823350380514,3.4089053534234925,1.404531083600683,0.29979231762508457,Iris-setosa
+91,4.82805072026135,3.390251933349296,1.584743437717545,0.19953886680644423,Iris-setosa
+92,5.6620016858961595,2.876581842892673,3.9965099308524827,1.2887165236504705,Iris-versicolor
+93,6.8502263922321776,3.088689458743903,5.057568718890072,2.2955947128236858,Iris-virginica
+94,5.371080585977625,3.402188263799022,1.4947652606363038,0.37666523322868983,Iris-setosa
+95,5.15407376478413,3.767685053382835,1.4906817626509232,0.20227046675122243,Iris-setosa
+96,6.535049995830554,3.0,5.5015355951843405,1.7889283791480535,Iris-virginica
+97,6.361671409446243,2.8677044119980857,4.315727943979769,1.2593743614938313,Iris-versicolor
+98,4.992643041258171,2.0,3.489534950202581,1.016233457394308,Iris-versicolor
+99,7.051313446051343,3.0,5.794542247647495,2.070202558249255,Iris-virginica
+100,5.908872206551512,3.0,5.14890867698955,1.8052627542557995,Iris-virginica
+101,6.1304564208262065,2.6061591714705443,5.61887478086127,1.4052700120311397,Iris-virginica
+102,5.411931738224488,3.8999995153123446,1.2959907357003664,0.4043562699467654,Iris-setosa
+103,7.726831000863369,2.777331073129566,6.726178911580495,2.006166141263894,Iris-virginica
+104,6.923405422478137,3.0957364182924807,5.181797594580882,2.2966505111981337,Iris-virginica
+105,6.690309153725647,3.3054418478393925,5.689987033659777,2.5,Iris-virginica
+106,5.610738179304704,3.0,4.514337979885688,1.5066901313126353,Iris-versicolor
+107,7.8999989580648915,3.8008257783099686,6.418231266196775,2.0247939930221075,Iris-virginica
+108,5.654772781403219,3.0,4.544922800974233,1.4989563368114214,Iris-versicolor
+109,4.912693848535137,2.3822326503163413,3.353448358101455,1.0230205152446459,Iris-versicolor
+110,6.705312462130587,3.2889853695996556,5.706895367469579,2.5,Iris-virginica
+111,4.582862016701433,3.6113848071653503,1.0000003916532518,0.19651207025062922,Iris-setosa
+112,6.810530574096123,3.2015386361076956,5.754762061469271,2.302877373485037,Iris-virginica
+113,5.595188212488314,3.0,4.499628346935996,1.502714618917742,Iris-versicolor
+114,6.22850618552845,3.15248428188568,4.715979735538085,1.503360518779886,Iris-versicolor
+115,5.09639922949323,3.677783434013395,1.5692487313139878,0.40725821115831073,Iris-setosa
+116,5.797333377337223,2.712175179233648,5.079762366862451,1.8828113367768957,Iris-virginica
+117,5.0114939055709105,2.0000005885105145,3.451209948272004,1.0181970121461295,Iris-versicolor
+118,6.808494482951964,3.202344833007432,5.822401929516985,2.30811936473546,Iris-virginica
+119,6.283932254037803,3.297864450088266,4.672465727408279,1.551287393816387,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/17/test.csv b/iris/tab_ddpm/8_3/17/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/17/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/17/train.csv b/iris/tab_ddpm/8_3/17/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/17/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/17/val.csv b/iris/tab_ddpm/8_3/17/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/17/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/18/synth.csv b/iris/tab_ddpm/8_3/18/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06f597d84d984e9ad3b7387e025bdb802f6fa2cb
--- /dev/null
+++ b/iris/tab_ddpm/8_3/18/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.794060018849287,6.374403279696335,2.006698033817084,Iris-virginica
+1,4.808837906082566,3.4012551263429884,1.5809953994196204,0.19866456516218844,Iris-setosa
+2,5.219388101812811,2.7028963567579782,3.9285638575486552,1.3946615833351008,Iris-versicolor
+3,6.719975492961151,3.090586004535712,4.687197992913509,1.4815907258763477,Iris-versicolor
+4,5.0752637811559875,2.4947952859574065,2.9816643607017026,1.0938108724141262,Iris-versicolor
+5,5.194498304156224,3.3919873165244585,1.3842903175189105,0.20423782070632118,Iris-setosa
+6,5.675565006242861,3.798711263632234,1.6541819134611333,0.297629829936832,Iris-setosa
+7,5.099960573860955,3.49789136206614,1.4036333166856128,0.19952905046721903,Iris-setosa
+8,5.061945048334401,3.536931044605804,1.401243237853563,0.20036311828454825,Iris-setosa
+9,6.70306954044251,3.289044511854193,5.6942283831145435,2.0933209396283825,Iris-virginica
+10,7.010424663775727,3.2088969449187243,5.738882576577223,2.296347960612957,Iris-virginica
+11,5.302631460923418,3.690732896176643,1.5185352041726934,0.2054790989864586,Iris-setosa
+12,7.436108115392699,3.0,6.4210085487491115,2.1021765872763596,Iris-virginica
+13,5.5896292670818015,3.0,4.103524100345146,1.308234232258021,Iris-versicolor
+14,6.271995434381197,2.2787305739653645,4.370374423236078,1.3081733020990776,Iris-versicolor
+15,6.513570528175232,3.0,5.805924179672014,2.2261318753618515,Iris-virginica
+16,7.7016390400417105,2.813216733577778,6.71522964045625,1.9839268513797597,Iris-virginica
+17,6.284943543379071,2.49038210232326,4.8229929847354756,1.4920842689220035,Iris-versicolor
+18,6.822114336091345,3.195344762989003,5.748003336310812,2.288357847436639,Iris-virginica
+19,7.040258113126171,3.068286131534675,5.77972401314119,2.2724824235747665,Iris-virginica
+20,7.711251205972405,2.58736803106659,6.899998990048669,2.30106896609949,Iris-virginica
+21,6.868801591632044,3.2132377008338873,5.724124836424254,2.2829517669673915,Iris-virginica
+22,6.705108478506735,3.28511051826792,5.6798705215417,2.4999995100287715,Iris-virginica
+23,5.72635817594603,3.798628141601184,1.7270754402909902,0.29886570097880116,Iris-setosa
+24,5.52144964769077,2.437094370274716,3.7553828928655193,1.0145557883103595,Iris-versicolor
+25,6.461440271269144,2.9306725143224455,4.294332024763231,1.3179140637779474,Iris-versicolor
+26,5.383822567675889,3.3993632459781575,1.4980621215610301,0.4132213947760661,Iris-setosa
+27,4.815514292302113,3.4031660639699126,1.6073785426935567,0.2009142124986262,Iris-setosa
+28,6.503517105816393,3.0,5.796069295021637,2.2006428134895106,Iris-virginica
+29,7.655516500590466,2.9020085974717964,6.654440280314209,2.010377059479352,Iris-virginica
+30,6.9749801140407515,3.1129536563521576,5.101675042798265,2.2964740588157757,Iris-virginica
+31,6.6681098810032875,3.3050818266212576,5.719183666678836,2.5,Iris-virginica
+32,6.0293170112073105,3.317555472486178,4.533810180540464,1.5741769777266466,Iris-versicolor
+33,6.304704059444328,2.510401184309954,4.925278602429343,1.509189004921665,Iris-versicolor
+34,5.875849618459198,3.0,4.188640884655541,1.4854839437620502,Iris-versicolor
+35,5.512084120682262,2.6029342734274703,4.419018878578589,1.1932244352192687,Iris-versicolor
+36,6.539834004131613,3.199072735624029,5.100879956619261,2.034952645724054,Iris-virginica
+37,6.700842259673217,3.1040593353509176,4.712883031737901,1.5022614876202225,Iris-versicolor
+38,4.793622626906064,3.3925835892331504,1.6890662030065537,0.20208097153284552,Iris-setosa
+39,5.19475608569748,2.691989774526749,3.880586896133704,1.3956820466742823,Iris-versicolor
+40,4.8233246569452,3.39254661891383,1.765708409106751,0.20221163718727625,Iris-setosa
+41,6.493970283500344,3.0,5.519714755140108,1.814222892347234,Iris-virginica
+42,6.3321346382202055,3.3787500991520725,5.61541740123489,2.3910414088627197,Iris-virginica
+43,5.086658853448612,3.5336107773457446,1.400792362366549,0.19631854041534347,Iris-setosa
+44,6.986015991542123,3.0,5.797049532245972,2.1248524777896582,Iris-virginica
+45,5.099151391544921,3.6903817909492065,1.4948272651748649,0.391237804974793,Iris-setosa
+46,5.790271380298181,2.7152690041820415,4.100029632581111,0.9721550554743599,Iris-versicolor
+47,4.792661159595736,3.0,1.400561067318604,0.29745578006036355,Iris-setosa
+48,4.810854886061326,3.3981610854094697,1.7103286898174181,0.20038918034351944,Iris-setosa
+49,6.691461083237066,3.07873470253335,4.684910057264028,1.495973313226296,Iris-versicolor
+50,5.014282208987879,2.0,3.540962140054163,0.9491396113178581,Iris-versicolor
+51,4.908722049083742,3.0,1.403795413612053,0.19858471725986504,Iris-setosa
+52,5.131115281788744,3.705390895600738,1.6866484108836461,0.4001799136942752,Iris-setosa
+53,4.597691297524308,3.5950135136692114,1.0,0.2036790901923007,Iris-setosa
+54,4.98322464691074,2.0,3.5115458415249825,1.0171154650055687,Iris-versicolor
+55,5.562660604313884,2.8935395867497173,3.5829349137146664,1.3012283436324006,Iris-versicolor
+56,6.806598865373297,2.805666189253062,4.790404878392554,1.3999467049638499,Iris-versicolor
+57,5.620188856774978,2.895753073466694,3.6726666353466237,1.304571119752104,Iris-versicolor
+58,4.595535064412052,3.620653992647453,1.0,0.19697515127501494,Iris-setosa
+59,4.997122996404127,3.641233833651816,1.4102720166495157,0.19818014356893598,Iris-setosa
+60,6.814510693185502,2.8016891658966725,4.801039078974628,1.3985112280101,Iris-versicolor
+61,6.03485313519631,2.9365866594017778,4.498657585054419,1.465115486996246,Iris-versicolor
+62,5.2366216974066795,3.410426517927452,1.404688986653127,0.1998706363927651,Iris-setosa
+63,7.714910701082917,2.6025123949453164,6.9,2.303852294678701,Iris-virginica
+64,6.3035984448642814,2.297193300934868,4.415765336880523,1.3046277155480506,Iris-versicolor
+65,4.809943616909753,3.0,1.403899936366928,0.10000010066345051,Iris-setosa
+66,4.400000448070408,2.9056226890295793,1.3944846643715154,0.2030866890365099,Iris-setosa
+67,6.575135247319303,3.0,4.393916293746825,1.3975234227629412,Iris-versicolor
+68,6.809932352660865,3.171070482560776,5.808251085403268,2.304558381438191,Iris-virginica
+69,5.093406859795942,3.7001103443949623,1.4967878152881546,0.41572515437574065,Iris-setosa
+70,6.32574398324047,2.9072522826808362,5.592297746109183,1.801410519929473,Iris-virginica
+71,6.688047226020884,3.075651054215778,4.696042795799927,1.5009376053082486,Iris-versicolor
+72,7.663728236406261,2.7966220863868196,6.699637506259272,1.9663579750940678,Iris-virginica
+73,6.427705279702888,2.9116052204845895,4.319384773013817,1.3137977707271642,Iris-versicolor
+74,6.038306548528411,2.578449602599895,5.48608790634634,1.4949375617233278,Iris-virginica
+75,7.676233911549376,2.8064651551794797,6.700447929340678,1.990601016715805,Iris-virginica
+76,6.869005747377809,3.1968792342621697,5.723816119013156,2.2904282377887175,Iris-virginica
+77,7.703584745575456,2.7907208647682,6.694117809493989,2.0104719835459592,Iris-virginica
+78,5.1054146524120325,3.489034550059097,1.3966969591095728,0.2993361049899355,Iris-setosa
+79,5.891982708715835,3.0,5.09092412169216,1.7756861903301873,Iris-virginica
+80,6.28894933460479,2.290129848013009,4.412502745880831,1.28100795577467,Iris-versicolor
+81,4.400000559806999,3.1936328934578206,1.2685256791231498,0.19818865696255444,Iris-setosa
+82,5.9022984080765495,3.0,5.095669971717618,1.820523082186181,Iris-virginica
+83,6.728033755031852,2.496851849794971,5.994042081055383,1.80122809275117,Iris-virginica
+84,5.531548553060308,2.637707623616163,4.438694309476514,1.242445532937754,Iris-versicolor
+85,5.414644424822799,2.577314741308675,4.345398214924497,1.1734711257336283,Iris-versicolor
+86,4.61292364238175,3.6224395080919245,1.0,0.19446266936831538,Iris-setosa
+87,7.8999984800351815,3.7921274486617174,6.3893304242826545,2.026247243538811,Iris-virginica
+88,6.720695483033415,3.283511316448349,5.728626112833614,2.0983663754962016,Iris-virginica
+89,4.851934249767848,3.043015660267791,1.4713783698031204,0.100000094883446,Iris-setosa
+90,4.985019545230677,2.0,3.371809523929513,0.995262814941279,Iris-versicolor
+91,5.839372180803069,2.7311001288926264,4.221741687728781,1.0936902704296647,Iris-versicolor
+92,5.088113086520796,3.504359779178138,1.4028989059699088,0.1974981290705108,Iris-setosa
+93,4.400000516843477,3.0776630350852834,1.3098211437862872,0.19666250959344678,Iris-setosa
+94,5.884232995104102,3.0,4.225561416955934,1.498420670523772,Iris-versicolor
+95,5.098292955060623,2.4910807225840097,3.057452855040017,1.0782050217156611,Iris-versicolor
+96,5.787419039337322,2.707068259468993,4.099431174994986,0.9775243824161881,Iris-versicolor
+97,4.504930052073871,2.274855065800389,1.300919438432083,0.2956434398534421,Iris-setosa
+98,5.618814541787417,3.0,4.0824566038761025,1.2896817266645788,Iris-versicolor
+99,4.491448595304032,2.2679394706429092,1.2885578677096867,0.2920585919006224,Iris-setosa
+100,4.879015472691866,3.100418527393057,1.472574512239611,0.10000009764483465,Iris-setosa
+101,4.992696318174671,2.0000004802973663,3.346390215377295,0.9968849985126287,Iris-versicolor
+102,6.261310260843803,2.491569832384782,5.007601084115063,1.8888427559734455,Iris-virginica
+103,6.307916130270639,2.9278671805765146,5.597520972729087,1.827243862379566,Iris-virginica
+104,6.485155564169961,3.0,5.786840588013289,2.200383265134441,Iris-virginica
+105,5.784317556847532,2.6994363740670453,4.116809576322641,0.9705680794597116,Iris-versicolor
+106,5.657361638200999,2.8759670154777015,4.064838794191271,1.282477671435646,Iris-versicolor
+107,6.2935127625161655,2.9054916640934154,5.608105286698666,1.8255147555341442,Iris-virginica
+108,5.107498229396493,3.697799580501327,1.5635502776799877,0.41622696282940874,Iris-setosa
+109,6.916099137246175,3.1921949995643537,5.743646055657368,2.31201781410034,Iris-virginica
+110,4.4,2.9161865798952933,1.3834316265961861,0.19929177213920107,Iris-setosa
+111,6.008616322227809,2.202335426056067,5.03512953476083,1.5006891994146987,Iris-virginica
+112,4.815649677164559,3.0,1.4036845096399246,0.1,Iris-setosa
+113,5.868918698196701,3.0,5.085677599896381,1.811824958412473,Iris-virginica
+114,7.278052928251525,2.8817383110775747,6.249402232210685,1.7823309153089022,Iris-virginica
+115,6.312397036149095,2.907323720731979,5.593150034984888,1.7982836236046642,Iris-virginica
+116,5.820390863243296,2.694193697899229,4.176714308992975,1.0248828438275135,Iris-versicolor
+117,4.4,3.1622701897396883,1.3117678645429887,0.2025499359733791,Iris-setosa
+118,7.7029549965392246,2.5836429170774937,6.9,2.314556810787937,Iris-virginica
+119,5.065972172665256,3.5060961389443754,1.394987906355097,0.19713616390716168,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/18/test.csv b/iris/tab_ddpm/8_3/18/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/18/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/18/train.csv b/iris/tab_ddpm/8_3/18/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/18/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/18/val.csv b/iris/tab_ddpm/8_3/18/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/18/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/19/synth.csv b/iris/tab_ddpm/8_3/19/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2015f3d0abf029c068407185696c92776bd41c04
--- /dev/null
+++ b/iris/tab_ddpm/8_3/19/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1365644840708296,2.604067377134728,5.604563056721764,1.3972631824477875,Iris-virginica
+1,5.101201434454683,3.5041165106985384,1.3863130917611437,0.31146458547742745,Iris-setosa
+2,7.306709928094071,2.8846532436746672,6.2920554063999665,1.7902899756054549,Iris-virginica
+3,6.482590195573139,3.0,5.500789566485192,1.7919130374323466,Iris-virginica
+4,6.768075541626678,3.2178962206342128,5.838684127737292,2.2911966108066757,Iris-virginica
+5,6.502329279187805,3.0,5.494108549055184,1.8279405589838746,Iris-virginica
+6,5.193199132877895,3.4023664236971918,1.4059575961867068,0.20308904827726135,Iris-setosa
+7,6.490801159792499,3.0,5.490485816970964,1.8000277414548091,Iris-virginica
+8,6.790282128376017,2.805570027344718,4.84530599620611,1.4084288150289725,Iris-versicolor
+9,6.257054711015788,2.8236695396375833,5.609362150567853,1.776676458072959,Iris-virginica
+10,4.903990732095164,3.1062651236412018,1.7322074348489134,0.10000009323647699,Iris-setosa
+11,6.014139005025965,3.389149682587054,4.493121227548706,1.6144175711344908,Iris-versicolor
+12,5.526617206211719,2.608221517480271,4.3925202964892955,1.2242172979882846,Iris-versicolor
+13,6.024842389448946,2.686307857183057,5.08180583982668,1.5876212299643424,Iris-versicolor
+14,6.71178152919383,3.3039556835002792,5.716208962107004,2.5,Iris-virginica
+15,5.079128278236975,3.5080083179612402,1.3937238662950482,0.21272464456247747,Iris-setosa
+16,6.066259382946024,2.9917647951962225,4.607132906174568,1.3743195920880649,Iris-versicolor
+17,5.745687522125748,2.7006774067910833,5.049774933970271,1.8996179530736588,Iris-virginica
+18,6.409922690308708,2.8997068991012105,4.329140096753724,1.3035517122948217,Iris-versicolor
+19,6.318767580484065,2.9094201595268196,5.591649835123385,1.7959777773676857,Iris-virginica
+20,6.704124513814773,3.126519525388523,5.860094456380125,2.249059243392818,Iris-virginica
+21,6.694075475348288,3.2832478802596468,5.722979087578397,2.4999996194544463,Iris-virginica
+22,5.427387364591006,3.8999995928365143,1.3243678307147861,0.3880452757959756,Iris-setosa
+23,4.904099986931498,3.0,1.3993837755261649,0.19563273498026634,Iris-setosa
+24,7.304741782444411,2.9023742934966292,6.327875042941738,1.7789516059452184,Iris-virginica
+25,7.284815225375891,2.91308518798796,6.231149160554594,1.8175224337528821,Iris-virginica
+26,6.693473516130952,3.3033663402091613,5.696152250099385,2.5,Iris-virginica
+27,5.74407701467386,2.834487981693967,4.218273476288048,1.2288350314224226,Iris-versicolor
+28,5.834986212876715,2.7040858099802247,4.049648149471895,1.01326740702487,Iris-versicolor
+29,6.688037245687172,3.3158385679057854,5.703280835553028,2.5,Iris-virginica
+30,6.654260370099682,3.2960379514621034,5.681077045428525,2.1668806863474606,Iris-virginica
+31,7.675506212777648,2.607203419356076,6.8999988813901485,2.2885427131463008,Iris-virginica
+32,6.007762567225188,2.2135991225438096,4.999010832609333,1.5015053559393605,Iris-virginica
+33,4.606032667704288,3.6043420526570036,1.0,0.19915475341706124,Iris-setosa
+34,6.949763364490279,3.2005899137255596,5.6777696624862575,2.3042039962200493,Iris-virginica
+35,5.0836281324966075,2.505294339200228,2.915996508415101,1.0954048062144808,Iris-versicolor
+36,6.802277018436753,3.0,5.450257685971281,2.155186958866307,Iris-virginica
+37,5.0274074842069245,3.565841570752529,1.4006349822565616,0.20106282882580162,Iris-setosa
+38,6.497988844071448,3.0,5.525275001202193,1.8075483850134302,Iris-virginica
+39,5.697849937920561,3.791208302543122,1.6886907827467996,0.2992918855031317,Iris-setosa
+40,5.991362489095417,2.6900134773681166,5.128074997214679,1.6087932079162244,Iris-versicolor
+41,6.282742661561495,3.389631849798735,5.6209724160575965,2.3991117209238277,Iris-virginica
+42,5.113821561853771,3.49859466514649,1.4001109697265195,0.2977190340853544,Iris-setosa
+43,5.670002917634773,3.0,4.461468915395346,1.5015139197959184,Iris-versicolor
+44,5.931188972729561,3.0,4.231535759139813,1.5033029985968098,Iris-versicolor
+45,5.414201376625814,3.4051202273539145,1.7392791225446196,0.2005434820248186,Iris-setosa
+46,5.015815982681419,3.4010474933972086,1.6691726419668007,0.3675293694170356,Iris-setosa
+47,5.213006524848564,3.402485790421879,1.4003957152525797,0.19765834698237028,Iris-setosa
+48,4.6079519605036925,3.401385567562025,1.40292911085588,0.3303651376278985,Iris-setosa
+49,5.826897116435334,2.7017180337504945,4.074844292123127,0.9665502039051459,Iris-versicolor
+50,7.696415607667383,2.6024565059115323,6.8999987048818525,2.3398866196034125,Iris-virginica
+51,6.839194339519044,3.0,5.52446000827237,2.0812018833991766,Iris-virginica
+52,5.41240527996171,3.387230846936911,1.6462572088775227,0.4607988497087808,Iris-setosa
+53,5.717827053501488,3.0,4.454094106837319,1.4837908930763197,Iris-versicolor
+54,6.813265988110559,2.777555706906787,4.822585214429934,1.400899329108417,Iris-versicolor
+55,6.70713442873464,2.503354779850655,5.802450744933183,1.7906134667573887,Iris-virginica
+56,4.500465757116693,2.3098303936257802,1.289197157233883,0.29896726821201086,Iris-setosa
+57,5.990877455544999,2.8776509381370445,4.516826661096957,1.4991349243716388,Iris-versicolor
+58,5.527150490585166,2.613761091235321,4.414967375880344,1.2280574363059327,Iris-versicolor
+59,4.783906364360269,3.379070265066567,1.7258368141164235,0.19906956239144025,Iris-setosa
+60,6.392535476841567,2.888976038612142,4.313697719305404,1.2939621573763391,Iris-versicolor
+61,7.9,3.8098307000306515,6.429854600923374,2.0293198230367033,Iris-virginica
+62,6.29489139667278,3.307363524980294,4.705309965496841,1.6074166019228366,Iris-versicolor
+63,5.0863892695254895,3.498150211679084,1.3914703205578354,0.1993170681509201,Iris-setosa
+64,7.185966035884845,3.0,6.072022144392432,2.0966850350640702,Iris-virginica
+65,7.723891775763677,2.5571378859251253,6.9,2.3158534508799176,Iris-virginica
+66,4.926350625603045,2.406382313224861,3.2330473512225057,0.9971403849018712,Iris-versicolor
+67,5.1131496236385505,3.4709618710235413,1.4002425244518921,0.19873019896649471,Iris-setosa
+68,6.137419974304888,3.003788522385201,4.6195055138084316,1.4642100507496,Iris-versicolor
+69,5.7098580658466975,2.8156426635844363,4.501586478988442,1.3081372093688524,Iris-versicolor
+70,6.913636221782632,3.1105483071453164,5.0662270979118045,2.301371116908056,Iris-virginica
+71,6.311873447396081,2.4578976991068155,5.02492353359437,1.9007829312262197,Iris-virginica
+72,5.99972137970647,3.400818020115228,4.511200285127552,1.5900237165606304,Iris-versicolor
+73,7.6623092882047175,3.0,6.664359980202897,2.0816634837873105,Iris-virginica
+74,7.705307352861737,2.8017126360478524,6.683345905004907,1.993426880973849,Iris-virginica
+75,4.889266751730494,2.39992852247148,3.2099241825603984,0.9835536204701361,Iris-versicolor
+76,5.606354399412213,3.0,4.158320001536164,1.3048670017671407,Iris-versicolor
+77,7.2982036911920245,2.8917484698014024,6.261875761990323,1.8000321042679386,Iris-virginica
+78,5.569438920467542,3.0,4.060676749047945,1.303186361067471,Iris-versicolor
+79,5.656418519558385,2.8754979309624575,3.916579285774659,1.2775668598700882,Iris-versicolor
+80,6.703084162797181,3.2922464309116286,5.688598175935925,2.5,Iris-virginica
+81,6.117075898162868,3.0,4.607040870304196,1.4317073439136119,Iris-versicolor
+82,4.903029763923155,3.096766097158549,1.548072552820861,0.10000009916933693,Iris-setosa
+83,4.954448476240977,2.4308345445824493,3.0502007601205188,1.027650936629238,Iris-versicolor
+84,5.739993830609708,2.8693892465002704,4.381562094430205,1.279570007039619,Iris-versicolor
+85,4.614322513357521,3.604746598298259,1.000000401482102,0.2001809686554102,Iris-setosa
+86,5.306948178989603,3.7083957272141896,1.5876250893703812,0.20228792425808728,Iris-setosa
+87,5.211814591692569,2.7062164839533085,3.9294990641388288,1.400394074849231,Iris-versicolor
+88,6.012582947057487,3.0,4.472863017864215,1.4622780430984261,Iris-versicolor
+89,5.594385245399489,2.4594538246158937,3.8695282084160785,1.0749561157462835,Iris-versicolor
+90,6.709168486729813,3.305474677933957,5.713860248499528,2.5,Iris-virginica
+91,4.898253857556848,3.142028671171148,1.4995838111350728,0.10000011214599712,Iris-setosa
+92,5.665708111551119,3.0,4.500996212478202,1.4926970118308585,Iris-versicolor
+93,5.600986543774419,2.5564359951480733,4.257789609884474,1.139261988231,Iris-versicolor
+94,6.975119915761317,3.2125774139249206,5.671211919127245,2.308920293915658,Iris-virginica
+95,6.693233647837988,3.0989458083164347,4.661349484126318,1.4954379675576932,Iris-versicolor
+96,6.104179735694035,2.7058698343811916,5.58676842211777,1.520582147945135,Iris-virginica
+97,4.4,2.8902495366664533,1.3992864231307505,0.20287246701566508,Iris-setosa
+98,5.541821467018692,2.4593469172370996,3.760416522119158,1.0675850261981477,Iris-versicolor
+99,4.4,2.950848573528887,1.3961936951382374,0.20163209137202562,Iris-setosa
+100,5.057351413853274,3.553558278316202,1.3989639327605112,0.20119326753636643,Iris-setosa
+101,6.008130448128659,2.686307935508494,5.11899941426386,1.6172397472852589,Iris-versicolor
+102,5.105804275314332,3.8033363392811803,1.7509323119003979,0.20127022405726108,Iris-setosa
+103,6.099172516746272,2.6054067718446676,5.595208107728464,1.3860032906102457,Iris-virginica
+104,5.65844859626605,3.7851887234099815,1.6838930069773919,0.2897688086784795,Iris-setosa
+105,5.9018292095223295,3.0,4.101562284096738,1.5008859766205649,Iris-versicolor
+106,5.09035457786505,3.504391888709482,1.3969620806938665,0.3016654327135305,Iris-setosa
+107,7.604833145264492,3.0,6.6083892398261925,2.0886413887249846,Iris-virginica
+108,7.307713568537368,2.885786545305979,6.343389498730997,1.7988257264183622,Iris-virginica
+109,4.985135318570223,2.0,3.400454352176606,0.9389432637663986,Iris-versicolor
+110,4.917194227172237,3.115436159487614,1.4919627277257013,0.10000010353191803,Iris-setosa
+111,5.384572318388731,3.402791261989212,1.5943077200639666,0.20088569971455736,Iris-setosa
+112,7.219548917622454,3.0,6.1077282164244435,2.100842327781346,Iris-virginica
+113,6.308933309562238,2.291433303387445,4.3852621956306015,1.305764670909942,Iris-versicolor
+114,5.002697708713423,3.595185602285853,1.3999130581315904,0.2003780927634643,Iris-setosa
+115,7.9,3.79704421798154,6.40723370818076,2.0041993773359805,Iris-virginica
+116,5.9699680088009615,2.878948448236382,4.505274384025296,1.4998699660164942,Iris-versicolor
+117,7.2995824726873035,2.8998483780534943,6.295731912080438,1.7927359373462113,Iris-virginica
+118,4.745123971368068,3.008406094184576,1.3981346339799083,0.30549551519382073,Iris-setosa
+119,4.500457218894384,2.302822665439516,1.2980101346826314,0.2951301610268201,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/19/test.csv b/iris/tab_ddpm/8_3/19/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/19/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/19/train.csv b/iris/tab_ddpm/8_3/19/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/19/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/19/val.csv b/iris/tab_ddpm/8_3/19/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/19/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/2/synth.csv b/iris/tab_ddpm/8_3/2/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71acee2b92171a550bbae379a401ec4b2cc3fef1
--- /dev/null
+++ b/iris/tab_ddpm/8_3/2/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.017455187342241,2.2251406315216884,4.985959172285263,1.5211153066919025,Iris-virginica
+1,4.596010910773316,3.6202270265577505,1.0,0.2022433227301751,Iris-setosa
+2,6.518093755282466,3.0,5.4887033838194,1.8054652901978596,Iris-virginica
+3,6.8330354127643815,2.786583471282403,4.785247093159276,1.3951235687860133,Iris-versicolor
+4,6.695953705256583,3.29088641636054,5.727356545243302,2.4999995364944474,Iris-virginica
+5,6.354506305568482,3.2841627385757945,4.729418621421001,1.5930033784601796,Iris-versicolor
+6,4.898340539637497,3.0,1.3991777037425672,0.1996135611866323,Iris-setosa
+7,4.801434818140435,3.38048227785794,1.4961321194692596,0.1982954244932189,Iris-setosa
+8,6.706034686564724,3.283016667698953,5.686202878778426,2.4999995769291914,Iris-virginica
+9,5.73559953076447,2.83903360495559,4.506712952112364,1.316014711098202,Iris-versicolor
+10,5.118482204159018,3.6892400862230503,1.5547613629251082,0.4140337130392805,Iris-setosa
+11,6.509212517603609,3.0,5.506233089251823,1.7896243703558694,Iris-virginica
+12,5.689962267767908,2.9671006222345557,3.7932746647494495,1.3353184768665312,Iris-versicolor
+13,6.706489723841678,3.288125094826583,5.6921146849946656,2.1014820154494993,Iris-virginica
+14,5.787950328781827,2.6966757383262747,5.0914429744305885,1.910893358448346,Iris-virginica
+15,5.721480642804091,2.866833924718414,4.2277152846809924,1.2930362794199768,Iris-versicolor
+16,6.087209508424917,2.5804330720842157,5.613928601319666,1.3991223475407804,Iris-virginica
+17,5.328708244323722,3.6940789212651604,1.52437239269571,0.19957859333099692,Iris-setosa
+18,7.71298774649327,2.5982619164618646,6.9,2.3094217931158507,Iris-virginica
+19,5.0895569728831225,3.700591726715211,1.5549761109548275,0.43349430901388064,Iris-setosa
+20,7.731985719811578,2.5928973639207062,6.9,2.306457782218011,Iris-virginica
+21,6.104846291077851,2.6212858681816025,5.589836116288914,1.4356699783904416,Iris-virginica
+22,6.0165552623317895,2.1932597615282794,4.9890201694907965,1.5133613242175499,Iris-virginica
+23,6.294854315990017,3.3868035665051486,5.599295651227743,2.4034325017193527,Iris-virginica
+24,5.5847801480681705,2.518685413878678,3.9280866641749634,1.105987364245218,Iris-versicolor
+25,5.390771801482464,3.9,1.3176154663516284,0.3800781267951525,Iris-setosa
+26,7.705443712966887,2.796186359368552,6.69419420464402,2.0156102012315467,Iris-virginica
+27,5.4013965440048315,3.4041954434210924,1.8594982308083847,0.20150281425128697,Iris-setosa
+28,5.12166423408018,3.701494697590348,1.5238957060863425,0.31294337875884426,Iris-setosa
+29,5.595413273533195,3.0,4.129648218881505,1.303236287267566,Iris-versicolor
+30,4.4,3.2036422387407684,1.2963513829186013,0.19071721715762543,Iris-setosa
+31,4.589490158567903,3.4007104764585314,1.3869148942205136,0.31483645544180405,Iris-setosa
+32,5.571597125897781,2.436390291990591,3.849573702226979,1.02649599916702,Iris-versicolor
+33,4.909168192054991,2.4290551843184143,3.3785589202205912,1.0207166511714003,Iris-versicolor
+34,7.708434092142379,2.585103554817055,6.9,2.29972780233536,Iris-virginica
+35,5.048848335795692,2.0000017088739295,3.5785045362914967,1.0449051326672603,Iris-versicolor
+36,4.9183688529932486,2.4056910889987506,3.2327721096730233,1.0104394214442007,Iris-versicolor
+37,7.9,3.8010072963243733,6.395060176665902,2.0228978610048363,Iris-virginica
+38,6.656631046379078,3.017908155246391,4.528742835645435,1.4374509363070247,Iris-versicolor
+39,5.398611408412343,3.400413385363927,1.498572558586069,0.40072065612674407,Iris-setosa
+40,5.645921022238009,2.914438875362334,3.939884939564205,1.3081554323996059,Iris-versicolor
+41,5.417249599145036,3.9,1.31257503494875,0.37864472879859157,Iris-setosa
+42,6.695286799471871,3.286213434345191,5.693126135714284,2.499999637974994,Iris-virginica
+43,6.302692870656783,3.2900792279356526,4.706561717380639,1.57881791398389,Iris-versicolor
+44,5.628059027261042,2.8881501782698993,3.7293514353009782,1.3028388600814231,Iris-versicolor
+45,4.9310247692567915,2.4227120685376073,3.395948590844201,1.03502367639308,Iris-versicolor
+46,6.013260466437512,2.6648439844973346,5.128159348337753,1.5900474923783172,Iris-versicolor
+47,6.2640311881465225,3.3335556818736025,4.653666067100359,1.6307172057764845,Iris-versicolor
+48,6.856884847461869,3.1139994116827743,5.190002443567173,2.291537689648156,Iris-virginica
+49,4.789707354258645,3.0,1.3995370972031322,0.29859691263134086,Iris-setosa
+50,5.695664327731134,2.853666451265982,4.009587335056412,1.2660329430674684,Iris-versicolor
+51,5.4011520220838865,3.9,1.2872682862271425,0.35321988154340467,Iris-setosa
+52,4.7911589162096595,3.4102126273832125,1.5767095811838665,0.2030724750150957,Iris-setosa
+53,5.740896819065053,2.8203554202925587,4.517735152341992,1.3034843637821656,Iris-versicolor
+54,5.416148771533976,3.4021008721433996,1.6649701536399077,0.1976442823393772,Iris-setosa
+55,6.50833268274038,3.0,5.831171467470963,2.1994949389207936,Iris-virginica
+56,5.4384422781277735,3.394599638175737,1.6902279667454732,0.1978984657664438,Iris-setosa
+57,5.786447272044605,2.69136368626251,4.119418626739628,1.0395433299185692,Iris-versicolor
+58,5.200253390459345,2.697887645852025,3.8732632200481136,1.400281102967463,Iris-versicolor
+59,6.807223149708568,3.2113420496778766,5.847029036311167,2.3037815029553066,Iris-virginica
+60,7.561059654690706,3.0,6.565248374764906,2.0976072627253144,Iris-virginica
+61,5.8977099091517635,3.0,4.217868827411029,1.4999652597401818,Iris-versicolor
+62,6.363418385362595,3.264206781439922,4.706582467610701,1.5682409086815263,Iris-versicolor
+63,6.006133348291992,2.715713484690509,5.096827854483271,1.591690881712998,Iris-versicolor
+64,5.347544785615932,3.7197942329888933,1.5540293831397947,0.21492274868775663,Iris-setosa
+65,4.4,2.914195095552259,1.400236937041638,0.201769924475077,Iris-setosa
+66,5.68999010490471,2.9868796159505933,4.537806795364444,1.4857484499189737,Iris-versicolor
+67,5.949951816954866,2.875479760716383,4.574176092089061,1.5132114839074944,Iris-versicolor
+68,6.287213659998928,3.3102678689894303,4.712864971224852,1.582033953152572,Iris-versicolor
+69,6.89261970321702,3.201163398921184,5.691509742211704,2.311894696580909,Iris-virginica
+70,5.2105377306537175,3.419578728587411,1.4015380267371067,0.20570875262743157,Iris-setosa
+71,6.005560003206314,3.388542871626489,4.484536143747557,1.6150426863346854,Iris-versicolor
+72,5.841365299778374,2.6859799598902043,5.091214331880305,1.9005343534173755,Iris-virginica
+73,5.608145326676407,2.897465231904034,3.584223308218426,1.301571263268716,Iris-versicolor
+74,6.812197958772424,3.0,5.392671600720453,2.1354511764133552,Iris-virginica
+75,6.271947711965652,2.863532602366808,5.608337251400677,1.8015463219753864,Iris-virginica
+76,5.002172118980214,2.45726674930745,3.1525621495866902,1.049583639586359,Iris-versicolor
+77,5.606497904231387,2.8735393398670173,3.5614183633563483,1.304182853917542,Iris-versicolor
+78,4.503128087980998,2.301722407064644,1.2821801182750958,0.2925591001568893,Iris-setosa
+79,6.104446387041961,2.614174426260805,5.599439449695751,1.3996679766426263,Iris-virginica
+80,5.002470064368595,2.000000695375022,3.467236357800874,0.9814752719604698,Iris-versicolor
+81,6.666040201028771,3.0529643472669594,4.655572678266918,1.4810515015577366,Iris-versicolor
+82,4.602857808276554,3.600078354120365,1.0,0.20241655568990163,Iris-setosa
+83,5.566850821117593,2.4425119436863842,3.794049756647549,1.0831860725492906,Iris-versicolor
+84,5.032623023013145,3.5413435833813574,1.3807044254131462,0.20084043796452855,Iris-setosa
+85,6.506882839864883,3.1794860955697577,5.122303175411905,2.017115710408925,Iris-virginica
+86,5.589449188879568,3.0,4.092433202857268,1.307208442057615,Iris-versicolor
+87,5.487955678887878,2.8384153034635484,3.8504767500600656,1.3435056942141244,Iris-versicolor
+88,6.809613669783776,2.7953205698086423,4.777036967125725,1.3999546219172248,Iris-versicolor
+89,6.698033827546431,3.288408901161681,5.679969308569921,2.099768722537534,Iris-virginica
+90,5.545204049041012,2.4999565206875127,3.851055958345459,1.0823388527931537,Iris-versicolor
+91,4.914070354051709,2.4070043168331976,3.426531998413643,1.0154207457468811,Iris-versicolor
+92,5.205720880555751,3.395690536902424,1.3852125423401132,0.2032167968035313,Iris-setosa
+93,5.991619564388116,2.697908797888241,5.082978929489655,1.570118876421705,Iris-versicolor
+94,6.459629952000252,2.9130567147810917,4.310100088310289,1.3111508033952115,Iris-versicolor
+95,6.019106424905349,2.696420194596005,5.062031118641919,1.5939221608288796,Iris-versicolor
+96,6.221285367420125,3.0,4.568315852880242,1.433236706432285,Iris-versicolor
+97,5.979314759923006,2.2038804247331676,5.037865641156828,1.4925629001059824,Iris-virginica
+98,4.601498035315607,3.603446734971259,1.000000418576561,0.18864099220781716,Iris-setosa
+99,5.2200556787855525,2.679289084210231,3.896021310009871,1.3973933761367403,Iris-versicolor
+100,5.707138104645357,2.8266829756795087,4.449161515833806,1.29551311487687,Iris-versicolor
+101,5.583172645532077,2.4780928475009785,3.9104705818473766,1.0900182105683927,Iris-versicolor
+102,5.619543852359537,3.0,4.482318553901195,1.4956028386055622,Iris-versicolor
+103,6.631049329716433,3.0,4.452985783181705,1.4223227728499999,Iris-versicolor
+104,5.979023845318094,2.788947580689214,4.584380961172628,1.2045568567656715,Iris-versicolor
+105,5.7746586066594014,2.746456538521237,5.093587889308909,1.88553059577428,Iris-virginica
+106,4.4,2.9209435923369322,1.3895777311644437,0.19590900152998525,Iris-setosa
+107,5.082754930843435,3.7980034993044316,1.4986751099300077,0.1996505970132513,Iris-setosa
+108,5.816722863963465,2.698203297106389,4.0854509848704526,1.0664363573511726,Iris-versicolor
+109,5.424225798871661,3.406589178495013,1.499109671136935,0.4241831112847837,Iris-setosa
+110,5.415411634936751,3.4030916337916137,1.499211944606967,0.39758666710081053,Iris-setosa
+111,7.9,3.8054657710187714,6.42793016177031,1.9979273672013405,Iris-virginica
+112,6.024582284849235,2.9050419736428386,4.5005720708913834,1.4970416119864427,Iris-versicolor
+113,5.512328551281253,2.610010828159138,4.41427221441826,1.2127682917090785,Iris-versicolor
+114,4.780759425715904,3.0,1.4014151414847373,0.34797573634037393,Iris-setosa
+115,4.4,2.8671375167656756,1.3959116130749898,0.2015899187823103,Iris-setosa
+116,5.216721935384962,3.40884375370147,1.3943373840911057,0.20406534446745192,Iris-setosa
+117,6.706869126054035,2.5161692055256437,5.788056634598459,1.7807433467444838,Iris-virginica
+118,6.078748631815382,2.607909067727631,5.592726402305551,1.3994018787715359,Iris-virginica
+119,5.32212824668438,3.6928383249952246,1.5366484696817835,0.20154318673201424,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/2/test.csv b/iris/tab_ddpm/8_3/2/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/2/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/2/train.csv b/iris/tab_ddpm/8_3/2/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/2/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/2/val.csv b/iris/tab_ddpm/8_3/2/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/2/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/20/synth.csv b/iris/tab_ddpm/8_3/20/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be9214241c3342738dae4f28fe3a233cf5e4df2e
--- /dev/null
+++ b/iris/tab_ddpm/8_3/20/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.297372397179787,3.3031524196742534,4.685798804233091,1.6221439031729965,Iris-versicolor
+1,5.215392355630669,2.698078448053749,3.903178828944769,1.4004317343072015,Iris-versicolor
+2,6.494905469063857,3.1540365059469675,5.24327319099924,1.955924035832069,Iris-virginica
+3,6.897533881866633,3.0472051682423933,5.744408399858371,2.198709402325768,Iris-virginica
+4,5.222993846155128,2.7044057236026733,3.9267510551408256,1.4017272990364464,Iris-versicolor
+5,7.713548456358165,2.6128524448754824,6.9,2.3101382809202797,Iris-virginica
+6,5.586837432047985,3.0,4.12048971825349,1.311416927239021,Iris-versicolor
+7,6.691129493170573,3.311049441997292,5.709997922118826,2.5,Iris-virginica
+8,5.60778027255365,2.977549591476902,3.881448818474641,1.307248954227883,Iris-versicolor
+9,5.4061909904523135,3.4008368438294783,1.5060449693421503,0.41088575077599276,Iris-setosa
+10,6.517156787091358,3.1925523149450683,5.092231425197341,2.0038807468283215,Iris-virginica
+11,6.705506000043228,3.3136817639765974,5.728994653922985,2.499999446985927,Iris-virginica
+12,4.99084226971976,2.000000585618104,3.4503066643813898,1.0449594534935303,Iris-versicolor
+13,5.860408047459219,2.84084027505685,4.534612876790582,1.3023734688303261,Iris-versicolor
+14,5.92798802463863,3.0,5.151212766907788,1.8092073763645258,Iris-virginica
+15,4.501478148671945,2.305234798214312,1.2928739831566327,0.30927701906294186,Iris-setosa
+16,6.264830915229674,2.420381899281867,4.976552147729443,1.849645487796072,Iris-virginica
+17,5.985318260214883,2.7149036417665897,5.105382173156982,1.6075603184288214,Iris-versicolor
+18,6.790271748049071,3.1923340858484908,5.859643892016529,2.2850948076049855,Iris-virginica
+19,6.277322523868225,3.3970731986934055,5.60716867214095,2.4030911797065393,Iris-virginica
+20,5.673579550811957,2.8924612447025493,3.9040531015109403,1.300939432126947,Iris-versicolor
+21,4.593315590555855,3.6015093499203283,1.0,0.20374043672327843,Iris-setosa
+22,5.606969308109861,2.452369270206921,3.8668239344746587,1.0355573639050708,Iris-versicolor
+23,4.902195487769915,3.087958446471089,1.487485965662046,0.1,Iris-setosa
+24,4.972490340640094,2.459658016238428,3.248910759472759,1.0382078516167572,Iris-versicolor
+25,6.075559175226784,2.8029204438749633,4.683672148879494,1.2050852320001457,Iris-versicolor
+26,6.800214986380736,3.0,5.407400304014024,2.1770463354645724,Iris-virginica
+27,4.4,3.2015431980568105,1.2926495064126358,0.1998102878548045,Iris-setosa
+28,5.194240517165789,3.4060923420102744,1.400771187199561,0.2016028738764164,Iris-setosa
+29,6.486921581765375,3.1780202723639457,5.117731452378877,2.00213046842714,Iris-virginica
+30,6.110664213830668,3.0,4.615996220327986,1.4324920335550009,Iris-versicolor
+31,5.826083312935294,2.7323082652948605,5.118986709613097,1.9047798631307282,Iris-virginica
+32,6.199759271728974,2.1909805863021456,4.499699574011628,1.504364426612907,Iris-versicolor
+33,6.675493488640793,3.3237236706601143,5.674700227606771,2.094035894965566,Iris-virginica
+34,7.9,3.7860392783523555,6.384457694813507,2.0093674654409024,Iris-virginica
+35,5.108441733987614,3.8002535880363277,1.5372272533370308,0.20082911563710934,Iris-setosa
+36,5.380490199067672,3.8999996275291786,1.2869015742015988,0.35236421890786906,Iris-setosa
+37,7.6914653546599085,2.6024165408839988,6.89999890557501,2.3079675745639494,Iris-virginica
+38,5.963185424970929,3.0,5.024470788190277,1.7697103438533022,Iris-virginica
+39,6.32115355878074,3.3963300555585434,5.5861532032427945,2.4047062769284597,Iris-virginica
+40,6.689323542287503,3.298320502463424,5.725425531100928,2.49999963043157,Iris-virginica
+41,5.534800265369186,2.4314321613516494,3.7625006979110136,1.0215117604085173,Iris-versicolor
+42,6.034550639222905,3.0,4.5737451364573625,1.380843223427076,Iris-versicolor
+43,5.878864647418785,3.0,4.249183516109878,1.4455853634919955,Iris-versicolor
+44,6.321524281242785,2.3810034215479083,4.40195092741811,1.309960687677042,Iris-versicolor
+45,6.006297335692988,3.41074705208741,4.517263856054812,1.607077939610397,Iris-versicolor
+46,4.976075853727587,3.63250018426848,1.4028759281057546,0.19986864772473414,Iris-setosa
+47,5.831689948711613,2.6998656028393526,5.095595570110868,1.8962334811848802,Iris-virginica
+48,4.585237223408798,3.6254820977493374,1.0,0.19472663327240414,Iris-setosa
+49,5.39908063334105,3.4012180327609105,1.5048280336246762,0.4023570080569957,Iris-setosa
+50,6.700889028835848,3.31081703845422,5.7242080591863,2.5,Iris-virginica
+51,7.706050210626162,2.593915163986977,6.9,2.311358527619129,Iris-virginica
+52,6.318023674000876,3.3958468805488815,5.609481418930767,2.404160091756834,Iris-virginica
+53,6.001995163623774,2.7106833268974815,5.048955670576678,1.599826293588778,Iris-versicolor
+54,5.769682988041869,2.7033220866678027,5.11189286601931,1.8984597338752756,Iris-virginica
+55,4.777521761476344,3.392428679237049,1.6142425069070119,0.19719274879161658,Iris-setosa
+56,6.516642435786907,3.0,5.807797031270714,2.2208387285003313,Iris-virginica
+57,5.443259898214494,3.4006508295165174,1.686688158511881,0.202954638235066,Iris-setosa
+58,7.700586338114984,2.825806115885963,6.668315416880191,1.9770313057706814,Iris-virginica
+59,6.808594847997715,3.2014884601752374,5.860648495069832,2.3020651064877047,Iris-virginica
+60,6.4908324848152406,2.9531567355387742,4.334734047369015,1.3396343475426968,Iris-versicolor
+61,6.7008080586112815,3.292336109868056,5.70556418965018,2.5,Iris-virginica
+62,5.041290584294532,3.376161214144744,1.5210901139617576,0.4264132333927152,Iris-setosa
+63,6.3154534365365675,3.3222369720607348,4.718105154842956,1.60551118370466,Iris-versicolor
+64,6.35464070954374,2.9432911607391086,5.559553077684184,1.8099359627678342,Iris-virginica
+65,6.088467184116728,2.6091149213454172,5.601667810236212,1.4051682633722395,Iris-virginica
+66,7.566616930223725,3.0,6.559303150463475,2.095449987376127,Iris-virginica
+67,6.796769499014881,3.0,5.494230796226538,2.1221047500760672,Iris-virginica
+68,5.212812742778241,3.3913167988061668,1.4021796441310064,0.2011981087010367,Iris-setosa
+69,5.476745556192825,2.3955888653877673,3.6918502705633593,1.0104987402932222,Iris-versicolor
+70,7.711725808988043,2.5598959144145472,6.9,2.3079246130650115,Iris-virginica
+71,5.611209824189625,2.893494982894633,3.6287572639526817,1.299881721380719,Iris-versicolor
+72,4.8910846913425114,3.072796793941362,1.468720649968978,0.1,Iris-setosa
+73,6.122371643869288,2.8091148974205784,4.701837453752407,1.1899919458251933,Iris-versicolor
+74,5.0395614653011584,3.3701494331965254,1.4978221837632328,0.3981686457770924,Iris-setosa
+75,6.473208911474395,3.0,5.844895403744978,2.21130916956867,Iris-virginica
+76,7.6890718008236885,2.8027546798575735,6.696487700213216,1.9962269302156601,Iris-virginica
+77,4.800589045263333,3.0,1.3741719506008758,0.1,Iris-setosa
+78,5.674813651061813,3.0,4.375847269596909,1.5043605647314215,Iris-versicolor
+79,7.7046678374397635,2.6103069416409577,6.8999990077771525,2.313942410413549,Iris-virginica
+80,6.689526663307779,3.0938511108695903,4.6748509654538335,1.4909374608796102,Iris-versicolor
+81,5.990715888584878,3.3644798290965126,4.471679472839917,1.5857178327990058,Iris-versicolor
+82,6.302372252667402,2.510466732735332,4.980831639750704,1.9127301216091435,Iris-virginica
+83,5.658881349445027,3.7859027209936666,1.5520637454765756,0.303302787606708,Iris-setosa
+84,5.6214983051529295,2.6999389715989692,4.474451150858458,1.2522352347555907,Iris-versicolor
+85,7.676703720316695,2.777814647122905,6.677308417692027,1.9860509777386963,Iris-virginica
+86,4.877275095676612,3.0448364335331255,1.4669677932345964,0.10000009940309394,Iris-setosa
+87,5.909039314823379,3.0,5.070669519148605,1.8250187802859261,Iris-virginica
+88,4.905294591184339,2.4142845770112897,3.3995239220961553,1.0067190551794547,Iris-versicolor
+89,5.207735309362374,2.6894421955256678,3.844892083221372,1.3866275064157259,Iris-versicolor
+90,6.2954227097624385,2.2973318404360326,4.399519938897518,1.3096195277966507,Iris-versicolor
+91,5.338895152572959,3.7068254560504426,1.5857204220190422,0.1949003887782097,Iris-setosa
+92,6.681290980016878,3.2835049493126593,5.713385382218946,2.5,Iris-virginica
+93,7.158111660756215,2.9655996661269612,6.1102912464424195,1.9195726859376163,Iris-virginica
+94,6.983715210138218,3.101108290070121,5.1434161750272205,2.2957368861843026,Iris-virginica
+95,6.9305807583269745,3.0901336847790675,5.109682075453353,2.305056630943088,Iris-virginica
+96,4.602463709807591,3.391293195367086,1.367450643284399,0.28908287031096486,Iris-setosa
+97,6.212999017617958,3.323548325437975,4.643457026375459,1.615285006752584,Iris-versicolor
+98,5.005661930544595,2.000000472853537,3.520154325678684,1.0314439098708204,Iris-versicolor
+99,5.888825121081091,3.0,4.158412074640122,1.4964077712783108,Iris-versicolor
+100,5.912048928201143,3.0,4.203377624992778,1.5030680949406499,Iris-versicolor
+101,5.600544758531772,3.0,4.500660411626398,1.5084683759076118,Iris-versicolor
+102,6.506171146243503,3.0,5.792893063265192,2.2071956242457573,Iris-virginica
+103,6.1211400294979725,2.588862043677288,5.585370982849184,1.4129162155623567,Iris-virginica
+104,4.80077989552232,3.0,1.3959685130071298,0.30104253929077207,Iris-setosa
+105,6.715420357219583,3.264311340497451,5.710001544119875,2.499999564260911,Iris-virginica
+106,4.991411935773796,2.0,3.5130556773692154,1.015953572354275,Iris-versicolor
+107,6.782707138469342,2.5400605400675587,5.9624472340827825,1.8325768754059077,Iris-virginica
+108,5.886583612176866,3.0,5.094906730709095,1.8036562235247147,Iris-virginica
+109,5.45888469450001,2.3682491189230084,3.576675020738413,0.9153654846534605,Iris-versicolor
+110,6.050840352447024,2.9508224181386415,4.508023176576806,1.4986547515455655,Iris-versicolor
+111,5.2102307471056095,2.6903986252612087,3.8937028398758953,1.396531901129019,Iris-versicolor
+112,5.216004481382779,2.6996899594438464,3.9586480759337372,1.3981446127969785,Iris-versicolor
+113,5.583641919801129,2.901813269237473,3.7035679311955714,1.2876911969752491,Iris-versicolor
+114,5.625212177447597,2.523678085025641,3.922934141641555,1.1414334670900497,Iris-versicolor
+115,6.494073451297157,3.3928547748063127,5.639299847038094,2.210079616224492,Iris-virginica
+116,6.259698209230485,2.2766689065483994,4.363115683701356,1.290905173626882,Iris-versicolor
+117,5.684927465966865,3.794067167921196,1.8027544034491318,0.3073405938861241,Iris-setosa
+118,6.01016067304271,2.684643476881494,5.103715344402074,1.5479382308420948,Iris-versicolor
+119,5.607972598973801,3.0,4.112635477204368,1.2999786857345446,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/20/test.csv b/iris/tab_ddpm/8_3/20/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/20/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/20/train.csv b/iris/tab_ddpm/8_3/20/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/20/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/20/val.csv b/iris/tab_ddpm/8_3/20/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/20/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/21/synth.csv b/iris/tab_ddpm/8_3/21/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18394da08e7660ce17a719333518d98105bf62f0
--- /dev/null
+++ b/iris/tab_ddpm/8_3/21/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.516379151742178,3.193851989598474,5.127030368359981,2.0140966837030128,Iris-virginica
+1,5.73445144002882,3.791509394892303,1.4995201876369397,0.2999831348273076,Iris-setosa
+2,6.001513298351782,2.6921804883279097,5.066321755229931,1.6001413629189187,Iris-versicolor
+3,4.4,2.9025989088133115,1.3962386943132588,0.19899371254807136,Iris-setosa
+4,7.70351598154981,2.7789020186784312,6.723833204614311,2.0277896436812397,Iris-virginica
+5,7.536505576248853,2.90794117538181,6.555021562409654,1.9343918658815569,Iris-virginica
+6,4.813076120636904,3.3833397320615957,1.598902831853046,0.199838583309252,Iris-setosa
+7,7.696740542475745,2.7816124905401534,6.701641929088403,2.006805803064661,Iris-virginica
+8,5.2174064519034475,3.4039692464760996,1.3741591748256643,0.19949811207560922,Iris-setosa
+9,5.045654179177699,3.4064768887074774,1.7066174748743426,0.4154681314955398,Iris-setosa
+10,5.726242374460371,2.7692060535418515,4.18275490921259,1.105788282265506,Iris-versicolor
+11,5.885373144121901,2.8257381651239286,4.5393537400233654,1.2561102610302934,Iris-versicolor
+12,6.860230646760672,3.1042223433640928,5.13919200686548,2.303478276382684,Iris-virginica
+13,5.904695417529077,3.0,5.144743043329913,1.7904984796217656,Iris-virginica
+14,6.42838083661666,2.9054922277148023,4.311419462433948,1.3085958246929217,Iris-versicolor
+15,6.808316793324043,3.0,5.532111887105632,2.088413667959686,Iris-virginica
+16,6.8093075918320505,2.792574708923067,4.775765167834618,1.3961272448190438,Iris-versicolor
+17,4.899495752377719,2.4056780055358513,3.3356391228987228,0.9720992333497644,Iris-versicolor
+18,5.185505746492938,3.3919734629649967,1.3857552512878661,0.20039447353585263,Iris-setosa
+19,7.575963063898814,3.0,6.581711627648538,2.0966360238939563,Iris-virginica
+20,4.897236457755603,3.1007898955106215,1.5247877871249524,0.10000010214162625,Iris-setosa
+21,6.869836564741853,3.091699009744209,5.1126226019291625,2.290238840051995,Iris-virginica
+22,5.861418353982211,3.0,4.240711344812209,1.5017215087101519,Iris-versicolor
+23,4.791175691543407,3.0,1.3904929299644815,0.308199451258204,Iris-setosa
+24,5.4286160191164825,3.9,1.3013411102047416,0.40577931324333044,Iris-setosa
+25,5.109643962017475,3.6938586955704245,1.5919672283689843,0.4596092790308697,Iris-setosa
+26,4.993176236014183,3.606150124440146,1.3824471088670642,0.19931789778325062,Iris-setosa
+27,6.129813850174825,2.6439723033483493,5.594011283531609,1.4426356351724652,Iris-virginica
+28,6.3255982715941625,3.4019052128893716,5.623248819555011,2.4013257167546134,Iris-virginica
+29,5.863759823920837,2.9815933516167497,4.405822869889402,1.5036281623785095,Iris-versicolor
+30,4.4000005336562715,2.910158430608634,1.3771876634261453,0.20013574909603635,Iris-setosa
+31,5.565504312857652,3.0,4.50811838320056,1.5036024048199803,Iris-versicolor
+32,6.311155543383793,3.371518697119412,5.6118634769994005,2.392172534805842,Iris-virginica
+33,4.783208235700219,3.3972857385631583,1.7125453126355148,0.1870842529860199,Iris-setosa
+34,4.664810265138562,3.407421077974981,1.4082971091084617,0.304075219854019,Iris-setosa
+35,5.190954308611587,3.39925416029883,1.368265803729296,0.19815052093345065,Iris-setosa
+36,6.089513183981088,2.791525114623557,4.687907645813486,1.1876781135141763,Iris-versicolor
+37,5.789430490361819,2.705144203823938,5.060113269797078,1.9154350195096783,Iris-virginica
+38,5.252381217802552,3.7378518582007065,1.6016123342296888,0.2013204591679702,Iris-setosa
+39,7.04204837884066,3.0,5.7764057657661105,2.15966967861986,Iris-virginica
+40,4.892443969576028,3.0828825280726804,1.490056224974774,0.10000010718642614,Iris-setosa
+41,6.293755288313862,2.3035987308802426,4.402215923740825,1.3000724385446174,Iris-versicolor
+42,5.650134112314466,3.791489784010311,1.6440856234641,0.29266315154360256,Iris-setosa
+43,5.5048688416478155,2.5816445324593094,4.350399694857324,1.1867582918999036,Iris-versicolor
+44,6.803838564763616,3.0,5.526722677402652,2.107146891499475,Iris-virginica
+45,6.393956427290364,2.895038280078825,4.2864192416860325,1.3031891807909524,Iris-versicolor
+46,5.135975358868076,2.495048959767678,2.9474409612709502,1.0802771401126123,Iris-versicolor
+47,5.108258634744963,3.795318555435927,1.6470936692254536,0.20059722478692246,Iris-setosa
+48,7.690138430939644,2.803937766543989,6.704684013350833,2.0212953197253762,Iris-virginica
+49,6.293039287636146,2.5040065838137044,4.993438240344444,1.9123121026380023,Iris-virginica
+50,4.878464676764643,3.0,1.3969063807901998,0.20153428203436594,Iris-setosa
+51,5.969673838199494,2.9352942447479053,4.4226033295024685,1.4900108845508937,Iris-versicolor
+52,5.653658011842517,2.756574270453181,4.468136433701816,1.2849863799145052,Iris-versicolor
+53,6.31010974640566,3.298729947047399,4.694198420796299,1.5728192722179066,Iris-versicolor
+54,4.5988988763906,3.594615123562621,1.0,0.20260261122938922,Iris-setosa
+55,7.706606955576502,2.7988420148460307,6.7026114672515025,1.9765773847717503,Iris-virginica
+56,4.915300774490113,2.400009500160101,3.2828815723853086,1.0175441832902685,Iris-versicolor
+57,4.508137352354233,2.293283985328964,1.3150671450309661,0.36559186784841974,Iris-setosa
+58,4.4949570228139395,2.334734907412191,1.2935046885070929,0.29823965674199504,Iris-setosa
+59,5.098335442068087,3.708603971195779,1.4913792121044405,0.412561763338666,Iris-setosa
+60,6.299170113307634,2.512475263687485,5.021493939096577,1.9214501944505402,Iris-virginica
+61,4.898059949045296,3.0,1.404592553236016,0.2020799767850378,Iris-setosa
+62,5.006286143920119,2.0000007310493566,3.554188410084964,0.9787963984486205,Iris-versicolor
+63,6.489521339621091,3.0,5.477581386842451,1.8054351413649947,Iris-virginica
+64,5.410037538152346,3.4022611797204343,1.4954642600043662,0.4345376274908764,Iris-setosa
+65,5.5192612189540045,2.4100475820422975,3.6924274369307977,1.0282477421599332,Iris-versicolor
+66,6.711096804006199,3.2903721643532475,5.712491655376541,2.4999996326070137,Iris-virginica
+67,6.062924837751712,3.0,4.569267653719786,1.410172115429599,Iris-versicolor
+68,6.187212211551976,3.3388910290120957,4.626166459506272,1.6181350392574643,Iris-versicolor
+69,4.896796745043,3.0848772539799154,1.4985095423307984,0.1,Iris-setosa
+70,4.615401106327467,3.6009580409190556,1.0000003824329522,0.2050539920812453,Iris-setosa
+71,5.009814542661914,3.4130256763472344,1.9209292940554727,0.37930105910184114,Iris-setosa
+72,6.265970217956806,2.2930172110474216,4.39508017794663,1.3121821415315928,Iris-versicolor
+73,6.488687347073073,3.1908168563974986,5.1063834566624395,1.9889488535907758,Iris-virginica
+74,6.1663447179174895,3.3409035302873438,4.617613636738028,1.6138179484719186,Iris-versicolor
+75,6.024129309431843,3.0,4.595443161774063,1.3816717568196335,Iris-versicolor
+76,7.899998711163496,3.7934514819477023,6.423540400631469,1.9924609714894688,Iris-virginica
+77,7.001201983585185,3.2361749577039185,5.684696003763768,2.307045526983031,Iris-virginica
+78,7.286955988708214,2.914246146020885,6.225168409196738,1.7993361244978143,Iris-virginica
+79,6.909157276543305,3.098796039398196,5.083888265304519,2.3038033376616367,Iris-virginica
+80,7.602957476494993,3.0,6.601612327268374,2.0879122330189386,Iris-virginica
+81,6.281205040038815,2.897709765305755,5.577860209189709,1.8330013397685028,Iris-virginica
+82,6.8742897091287825,3.1017102608207114,5.0860629760278675,2.2812233177716164,Iris-virginica
+83,7.7010654333796,2.5909207562174275,6.9,2.3104480775200074,Iris-virginica
+84,7.8999983507535205,3.797744244658008,6.33333975076233,2.007783700700636,Iris-virginica
+85,5.819889516881991,2.700128297121307,5.0911719056267675,1.8939765784370604,Iris-virginica
+86,5.61157354381695,3.0,4.071212124905995,1.2856829124702733,Iris-versicolor
+87,6.29268927450563,2.3057582836300123,4.389718311828544,1.291759328176943,Iris-versicolor
+88,5.025701757085149,2.0000008216116787,3.464635281140544,1.0238585539694982,Iris-versicolor
+89,6.799077337566174,3.0,5.464508197686201,2.097955595506964,Iris-virginica
+90,6.391482103628065,2.889125837000888,4.3273812140395895,1.2813425267846845,Iris-versicolor
+91,4.843638225818051,3.0,1.4029004026621887,0.30419638740790056,Iris-setosa
+92,5.19791752244081,2.6965037753081407,3.894248446617398,1.4015622099736063,Iris-versicolor
+93,4.897181735358732,3.1123300514849785,1.4918780317229305,0.1,Iris-setosa
+94,5.519068943349905,2.45759228230851,3.792613170615305,1.050085883333347,Iris-versicolor
+95,4.901142066385381,3.102021946556091,1.6301096441839515,0.10000009998494745,Iris-setosa
+96,5.099419252768654,3.5061230755038464,1.4005282304063944,0.30422529352924443,Iris-setosa
+97,7.899998496924883,3.7910441913286754,6.447609915731688,2.0221745633937203,Iris-virginica
+98,4.969872820848003,2.0,3.490852038860322,0.9809651881325101,Iris-versicolor
+99,6.086802385194127,3.0,4.5836087318301555,1.3981692695652819,Iris-versicolor
+100,4.799154451013441,3.0,1.3799077329653304,0.3243104005887087,Iris-setosa
+101,6.724457088783145,2.5022901725699747,5.891114867087165,1.8008759871624287,Iris-virginica
+102,6.696585863169791,3.2761212548328125,5.692980171553238,2.5,Iris-virginica
+103,6.317833532896567,3.4063495479816157,5.583715976420786,2.3945817083687273,Iris-virginica
+104,6.8041146666592365,3.0,5.506754207407226,2.086646234746462,Iris-virginica
+105,6.279712000024452,2.8360933537375863,5.577819317735767,1.672811969947676,Iris-virginica
+106,7.332243749210236,2.903744473896557,6.37033322175118,1.8239234563228544,Iris-virginica
+107,5.370541850959123,3.9,1.2969495512490792,0.40639441365359075,Iris-setosa
+108,7.1382814720897345,3.0,5.957272446988797,2.077134638718342,Iris-virginica
+109,5.6189118452893085,2.503820263552202,3.924587650341831,1.112144777362648,Iris-versicolor
+110,6.0156327849738265,2.7007409610470523,5.087435538704925,1.597766562291196,Iris-versicolor
+111,6.310113825028102,2.4370351905838707,4.908751310276849,1.4954632671830823,Iris-versicolor
+112,5.378113759170858,3.9,1.3189884158394434,0.44950637157691786,Iris-setosa
+113,5.821496855093233,2.7177690760416917,5.10328899573353,1.8869262292495637,Iris-virginica
+114,5.904425029701766,3.0,4.28021472384686,1.4872645808102483,Iris-versicolor
+115,5.406230805150097,3.396180042319317,1.7343999089650999,0.2034943694135832,Iris-setosa
+116,4.831930797359473,3.0,1.3986599063939023,0.3033686776285181,Iris-setosa
+117,5.381969005187808,3.3940690960039457,1.7284210229641086,0.20536552345966694,Iris-setosa
+118,4.4,2.9100761099770316,1.3853659002068337,0.20302666980305398,Iris-setosa
+119,4.797857852932084,3.0,1.3924905663833347,0.29885492000381697,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/21/test.csv b/iris/tab_ddpm/8_3/21/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/21/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/21/train.csv b/iris/tab_ddpm/8_3/21/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/21/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/21/val.csv b/iris/tab_ddpm/8_3/21/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/21/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/22/synth.csv b/iris/tab_ddpm/8_3/22/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9c56ca47c5b6bfe715a59988c1eb06fca37c706
--- /dev/null
+++ b/iris/tab_ddpm/8_3/22/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.102104085333429,2.6033092460170955,5.601688915004592,1.4006126326231525,Iris-virginica
+1,5.968922033445819,2.8787150093499974,4.496051468891357,1.4943042830833644,Iris-versicolor
+2,5.423742318350372,3.8999993273194606,1.3255783148931686,0.570585399932718,Iris-setosa
+3,5.5795897055586305,3.0,4.544693607987087,1.4978762161264902,Iris-versicolor
+4,4.981768074587709,2.0,3.3585525006362165,0.990539693591836,Iris-versicolor
+5,7.310590515237147,2.897095266456533,6.288836399953535,1.805509754158045,Iris-virginica
+6,5.200372760500387,3.7333120347055098,1.5911861172085553,0.4057116050462474,Iris-setosa
+7,5.694194720984406,3.800192017380067,1.7877357437478631,0.3318196788503387,Iris-setosa
+8,6.127004565125486,2.81004221731391,4.6560510595010225,1.1872722149062982,Iris-versicolor
+9,6.673517817578421,3.28815822898652,5.699855317844235,2.098225829579543,Iris-virginica
+10,5.996234090906317,2.877115423876277,4.526960538607734,1.4939458924501205,Iris-versicolor
+11,5.845250515540028,3.0,4.2731092964540265,1.4945695992933714,Iris-versicolor
+12,5.713209316422658,2.797276665557771,4.4927527587816085,1.301371864073347,Iris-versicolor
+13,6.116847314723172,2.6006382861202018,5.605410771339596,1.3907495636536915,Iris-virginica
+14,5.117726412921974,3.5002066872055275,1.3908082252190705,0.3103799328747168,Iris-setosa
+15,6.002519879251316,2.690017423017109,5.179040290477015,1.5924537468232651,Iris-versicolor
+16,4.88204235808871,3.0573628767473155,1.4786910907845832,0.1,Iris-setosa
+17,6.712266853467236,3.098266894626869,4.6753610696712595,1.5038555100664084,Iris-versicolor
+18,6.580874310016485,3.0,4.383267465939246,1.3929100165994064,Iris-versicolor
+19,5.607967461501471,2.5173108402261803,3.9291975398042798,1.1201023964187078,Iris-versicolor
+20,6.641058881868536,3.0,5.486401750998762,1.9313958319619515,Iris-virginica
+21,5.190706230890766,2.6961725452941936,3.902354426853101,1.4094737913630861,Iris-versicolor
+22,6.700543448510592,3.292322535638056,5.6913561212084804,2.5,Iris-virginica
+23,6.66434762894989,3.148594579616325,5.116768874483866,2.0968072386759373,Iris-virginica
+24,5.295303333171691,2.475596132387306,3.362771915603838,1.0786284984559575,Iris-versicolor
+25,6.007122551885701,2.746292761042695,4.8752281784430505,1.515605926979889,Iris-versicolor
+26,7.3689269955587315,2.90525230970132,6.365995156476835,1.827921654615187,Iris-virginica
+27,4.805915187741531,3.0,1.3704651846162152,0.10000011843805444,Iris-setosa
+28,7.711911990038323,2.5892358353405664,6.9,2.3091705026655407,Iris-virginica
+29,4.591314643099092,3.4042890021240306,1.3827732880938697,0.30854415674721697,Iris-setosa
+30,6.683317496120382,3.0906479490162506,4.6796955665675375,1.4994933650081377,Iris-versicolor
+31,5.728923326527906,2.7956738454482117,4.514158110882101,1.3153546481160994,Iris-versicolor
+32,6.187558217412974,2.555298562670972,5.008631050452662,1.5257622196599248,Iris-versicolor
+33,5.406237957920126,3.403782526043052,1.6703814970817124,0.20321480421431923,Iris-setosa
+34,6.719370291823602,3.2845302243409,5.719733976889986,2.102157551123197,Iris-virginica
+35,4.986895608219194,2.0000004885495266,3.47081474998604,0.948688300935616,Iris-versicolor
+36,4.980751509968809,2.0,3.328448986905216,1.0395803937791375,Iris-versicolor
+37,6.671137767817045,3.315676114888214,5.656374092134098,2.5,Iris-virginica
+38,6.894698175403671,3.094637945349436,5.090725360246613,2.293246258516261,Iris-virginica
+39,5.015594344891216,3.5837596072669298,1.4042108392444117,0.19864964091419723,Iris-setosa
+40,5.619137341397723,2.5063867509086646,3.951167285651402,1.1033316962163429,Iris-versicolor
+41,5.901147131910738,2.9805879514175366,4.393642405968348,1.4866462847689463,Iris-versicolor
+42,6.632078601220192,3.143250769207121,4.709884898086427,1.5180468668572575,Iris-versicolor
+43,6.066249820535054,2.9499365701600406,4.6058047783768,1.3301503427249985,Iris-versicolor
+44,6.015866072352375,2.712519593011629,5.089468913033197,1.5812879051877529,Iris-versicolor
+45,5.731555236997651,2.9034586676679943,4.2196967905988885,1.3055617335879313,Iris-versicolor
+46,5.361247484767963,3.4028424885494495,1.4883852427065392,0.20088805588139724,Iris-setosa
+47,6.2014292203975225,2.2080718179981766,4.5177922464138796,1.4878370778461378,Iris-versicolor
+48,6.304702255271656,2.4668751210133024,4.883019577346363,1.501232981834337,Iris-versicolor
+49,6.163746955854091,2.6532202761375685,5.5863214471558615,1.451527939581835,Iris-virginica
+50,5.012467645695149,2.0000007626911716,3.5870485635905154,0.9652321337247147,Iris-versicolor
+51,6.287045490287748,3.38995340978481,5.624296996610904,2.397276435845123,Iris-virginica
+52,6.210391277178893,2.46715417973842,5.039221347917341,1.8475064016121332,Iris-virginica
+53,4.980778898021894,3.396776059377053,1.875938821191419,0.367943531201768,Iris-setosa
+54,5.208551307583146,3.3969488041236477,1.3855678420595074,0.19849092819315894,Iris-setosa
+55,6.010948518453548,2.1984350317623638,5.000670961932852,1.5084219993925885,Iris-virginica
+56,5.914668031140849,3.0,5.098795912097509,1.8080775775557352,Iris-virginica
+57,4.904812861877808,3.0,1.3973754595251642,0.19899510434998932,Iris-setosa
+58,6.038169800832804,2.905770715614441,4.557522404291155,1.3396799511545179,Iris-versicolor
+59,6.677846908065404,3.317331877751362,5.699337618456259,2.5,Iris-virginica
+60,6.317494071156986,2.5558424309404746,5.144064198536245,1.8901844758233788,Iris-virginica
+61,5.906832282416624,3.0,4.2184524926782965,1.5046746566571174,Iris-versicolor
+62,5.100561230151225,3.7954988594026267,1.4988052356534851,0.20323697144333905,Iris-setosa
+63,7.700191304162145,2.5950261884672443,6.9,2.3020249931232866,Iris-virginica
+64,6.7071525398659455,3.299623382841416,5.709011205787351,2.0889010661344956,Iris-virginica
+65,6.3010071005543455,2.479658394069143,4.9892677649198935,1.9168915505173194,Iris-virginica
+66,6.680200184994298,2.482213098339741,5.7979903070553,1.7767490138583104,Iris-virginica
+67,5.997029768247836,2.696391916651667,5.103510811597332,1.6012584371295941,Iris-versicolor
+68,4.614000787952068,3.4074398117143465,1.4037281533849948,0.329100396194679,Iris-setosa
+69,5.306342719605102,3.717575380362423,1.5026918882180547,0.20034298115782298,Iris-setosa
+70,6.2084074953725965,2.5489067697854026,5.00810237066313,1.5129450580141517,Iris-versicolor
+71,4.505959830431777,2.3311686244329217,1.2981308344189075,0.31364425458088346,Iris-setosa
+72,6.691060314241589,3.307768542143062,5.737699280023543,2.5,Iris-virginica
+73,4.4,2.927894450607498,1.3716605418449554,0.19925497950302606,Iris-setosa
+74,5.5248825043640535,2.438774060673547,3.7550245400484936,1.0329760278941633,Iris-versicolor
+75,4.810815211375431,3.0,1.400292937086457,0.10000009832750181,Iris-setosa
+76,6.7922601257258926,2.802863303121037,4.810303903142939,1.3953799253258348,Iris-versicolor
+77,7.132709638722646,3.0461476419372837,6.088160899923633,2.203910181296702,Iris-virginica
+78,5.380153757855973,3.4011181439053337,1.7784520356620068,0.20106956109496882,Iris-setosa
+79,4.4,3.173103845664067,1.2797798455580063,0.19935631545905869,Iris-setosa
+80,5.003322621873211,3.591339802955323,1.4016849301529628,0.20132923082542684,Iris-setosa
+81,5.57826843412264,2.7196348114057725,4.467741740255303,1.272814442583253,Iris-versicolor
+82,6.803079746348713,3.193011259423514,5.796134476860673,2.3178897535916683,Iris-virginica
+83,4.798591387674586,3.0,1.4042988406087833,0.1,Iris-setosa
+84,6.313029391132739,2.5012971357012277,4.906849208727061,1.4938845570007708,Iris-versicolor
+85,7.899998559426766,3.7856128151554076,6.406911525335858,1.9977163792955372,Iris-virginica
+86,5.729404637589921,2.8810634764092797,4.1850457365261144,1.2841925597820911,Iris-versicolor
+87,6.906440706323327,3.212003448321921,5.727184019883405,2.2968502643317055,Iris-virginica
+88,6.734082428890473,2.505492285961723,5.87236638290912,1.806626566819269,Iris-virginica
+89,5.618323220857252,2.894295446631178,3.6716223298203285,1.3019011983574402,Iris-versicolor
+90,4.81917622154847,3.0,1.3698802358968305,0.10000009263328219,Iris-setosa
+91,6.70492484756997,3.1194493823782046,4.699661601131939,1.5030848161587338,Iris-versicolor
+92,5.8903256218544335,3.0,4.259632393330753,1.481800187259944,Iris-versicolor
+93,4.400000454906333,2.9029370687328484,1.385408796693843,0.20903598994598724,Iris-setosa
+94,6.485198950964092,3.0,5.505428181246359,1.8136423898600547,Iris-virginica
+95,4.9906676272037105,2.0,3.498731413270378,0.9419315717813175,Iris-versicolor
+96,4.7539355544030055,3.0,1.4020158634716986,0.3290553425895351,Iris-setosa
+97,4.60597564006381,3.588986078907525,1.0,0.2016618368061304,Iris-setosa
+98,6.7996225136033415,3.0,5.51456015094964,2.113798523557346,Iris-virginica
+99,6.086991502294333,3.0,4.592996148285276,1.3812750123391755,Iris-versicolor
+100,6.841852872657252,3.0,5.484551067263997,2.1173556175366572,Iris-virginica
+101,4.800591600018144,3.0,1.4001171759911955,0.1,Iris-setosa
+102,4.601929205537257,3.5820030664317675,1.0000003774356623,0.2045387854615051,Iris-setosa
+103,5.8745221545909185,3.0,4.2283425248824775,1.4988122571058644,Iris-versicolor
+104,5.418244935300203,3.9,1.3038712777051116,0.3368788840479358,Iris-setosa
+105,4.9930288462632015,2.0000005011078374,3.5202263827743137,0.9552900364733212,Iris-versicolor
+106,6.310971167349721,2.4815244664435814,4.904625152711724,1.497352828202742,Iris-versicolor
+107,7.6659462020957045,2.7669876940944085,6.684725782471606,2.0006630088261987,Iris-virginica
+108,5.585726575358465,2.9598884953371494,3.799036831397249,1.3002412115018926,Iris-versicolor
+109,5.063102010727226,2.458321970152698,3.044006273705249,1.0836962257511462,Iris-versicolor
+110,6.516666278396509,3.0,5.797427681414741,2.2100291746745606,Iris-virginica
+111,5.401047193183234,3.9,1.300402324153177,0.4534114667891167,Iris-setosa
+112,7.2874040895667545,2.9040848302399853,6.325754108692608,1.8097750681713132,Iris-virginica
+113,6.851435855855435,3.1949797413568746,5.749595030348163,2.290701709179884,Iris-virginica
+114,7.679997110327784,2.608325549368177,6.899998686419557,2.3065960757483075,Iris-virginica
+115,6.909453604816104,3.183204578494464,5.698153644101967,2.2995380951917395,Iris-virginica
+116,6.653562388078918,3.3414322246393997,5.695816574559574,2.1129534014815192,Iris-virginica
+117,5.5162157500630045,2.6234386853285896,4.422912541427633,1.2165929391381374,Iris-versicolor
+118,6.2863847470656955,2.9092028389314453,5.597664964872723,1.7985043744618676,Iris-virginica
+119,4.899999538687085,3.088919562953985,1.491696719795829,0.10000009144479707,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/22/test.csv b/iris/tab_ddpm/8_3/22/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/22/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/22/train.csv b/iris/tab_ddpm/8_3/22/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/22/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/22/val.csv b/iris/tab_ddpm/8_3/22/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/22/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/23/synth.csv b/iris/tab_ddpm/8_3/23/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6709214d0c6e2015a513646be4d94985fa61f14a
--- /dev/null
+++ b/iris/tab_ddpm/8_3/23/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.306478261459885,2.504416392193509,4.909031713372055,1.5040508376685608,Iris-versicolor
+1,6.618622319263102,3.0,4.39945727850573,1.406264893427343,Iris-versicolor
+2,6.188828343588265,3.3531953260743457,4.610787507272868,1.612364773722341,Iris-versicolor
+3,5.222686836129324,2.5084407752928404,3.286989959605868,1.1392806734838175,Iris-versicolor
+4,7.625853141662869,3.0,6.629816563523026,2.088650336539947,Iris-virginica
+5,5.9179460469588,3.0,4.207497231918661,1.5066789969457686,Iris-versicolor
+6,5.703589978437305,3.7968279779668546,1.7310982781538398,0.299699533958622,Iris-setosa
+7,6.308318108093872,3.390262192215365,5.59966301659167,2.3924303884506646,Iris-virginica
+8,6.005836948484065,2.1968684214873693,5.070340147128204,1.4964529486433034,Iris-virginica
+9,5.371089547694075,2.428306504974236,3.6152084763791397,0.9899047828159488,Iris-versicolor
+10,5.397966560911756,3.385192431448797,1.4972073922863802,0.4219869610522814,Iris-setosa
+11,5.590930722835573,3.0,4.5526277104600394,1.4970122074591998,Iris-versicolor
+12,5.000044779097368,2.0,3.4566812147234316,0.9783840298749098,Iris-versicolor
+13,5.111555570935864,3.502588113103788,1.4067457265661885,0.19879301432993118,Iris-setosa
+14,6.787451397403653,2.785860766908761,4.785436291592721,1.4030838656772098,Iris-versicolor
+15,6.751678148744408,2.515018127752705,5.876259061181986,1.8162153964399155,Iris-virginica
+16,6.694802447997612,3.3033265807132195,5.692693784446034,2.096303278708727,Iris-virginica
+17,4.4,3.2147788850648693,1.2902958383218661,0.1979969836835825,Iris-setosa
+18,6.795588671878897,2.81738499553192,4.791965121339286,1.4103454078983453,Iris-versicolor
+19,6.584557026668496,2.5018382701131148,5.635178545150593,1.8368842452265008,Iris-virginica
+20,6.8027804518360275,2.8059394668061493,4.780688693346153,1.4049492931827006,Iris-versicolor
+21,5.98061068949664,2.900620136752603,4.478184369475027,1.495597431982702,Iris-versicolor
+22,4.899706703988298,3.0,1.4002783748831227,0.20144012690166607,Iris-setosa
+23,4.40000046002781,3.215967946195779,1.2803503663829452,0.19306388793154922,Iris-setosa
+24,5.08653084406809,2.482885118673262,2.942006674434319,1.108750496705822,Iris-versicolor
+25,6.677224818097771,3.2903417474595082,5.695035480622711,2.088890609393207,Iris-virginica
+26,6.701323728655918,3.1139556959325345,4.664438488239256,1.497180252009998,Iris-versicolor
+27,6.789404093390767,2.8083208430890854,4.758614617635593,1.3925614042352796,Iris-versicolor
+28,6.301860852707424,2.4862203464327344,4.849242559395459,1.50430500760198,Iris-versicolor
+29,7.899998764909561,3.7961421125822143,6.394363522017129,1.9820884509101317,Iris-virginica
+30,4.4,3.187778906333408,1.297616128403054,0.20423491277112515,Iris-setosa
+31,5.099754824190874,3.4941402755497184,1.3805929941110349,0.20012997279133815,Iris-setosa
+32,4.593509097202505,3.4018642486006985,1.406483750325291,0.33042349257810344,Iris-setosa
+33,6.715953143403578,3.085426755941791,4.635356952851946,1.487837088415018,Iris-versicolor
+34,6.705870882257288,3.292264488797262,5.706202588326942,2.499999635267272,Iris-virginica
+35,6.897839506987137,3.115123494286403,5.105310470314604,2.30473825822303,Iris-virginica
+36,5.637302834546973,3.0,4.473584299385038,1.4991353290252327,Iris-versicolor
+37,4.589978153324308,3.606965542845931,1.0000003869200902,0.1990971884447642,Iris-setosa
+38,7.597528587573518,3.0,6.5820247445918145,2.1008971415400963,Iris-virginica
+39,4.89042093094127,3.0761212601236596,1.4938095749846143,0.10000009286761145,Iris-setosa
+40,5.404601804253816,3.9,1.2813247840879722,0.3477661115271079,Iris-setosa
+41,5.7167881854480775,2.787795860638749,4.505886307273509,1.2979290469289946,Iris-versicolor
+42,5.685862308749971,3.8049305548971666,1.6957091333122059,0.3095162953425579,Iris-setosa
+43,4.8091897340706895,3.400039844633348,1.6720122785478255,0.19915083839905107,Iris-setosa
+44,5.000933234507133,3.5883083989818605,1.402866378147648,0.1994380199064063,Iris-setosa
+45,5.916423069827916,3.0,5.159043999482135,1.7823204416099367,Iris-virginica
+46,6.272293986847574,3.3084825436115732,4.677380457257661,1.6052937198290693,Iris-versicolor
+47,5.595141948219509,2.8712957502124965,3.6117314812526065,1.2841080000696554,Iris-versicolor
+48,4.5039331670345835,2.320427537718073,1.3118404327376783,0.31149599205042944,Iris-setosa
+49,6.695129218205158,3.0744616308220993,4.668755360176747,1.4833246539579739,Iris-versicolor
+50,5.995630581111875,2.871418826751798,4.499506304664704,1.4983533673155984,Iris-versicolor
+51,6.323182238799119,3.3918319392125653,5.60357160433436,2.401139446342832,Iris-virginica
+52,6.096027026484154,2.614447844598262,5.597845619024746,1.3983793491310479,Iris-virginica
+53,4.501844276415486,2.296258196508109,1.2910714123943223,0.30120239871164434,Iris-setosa
+54,6.740341809710522,2.474170286775296,5.969759155632643,1.8145248767262339,Iris-virginica
+55,6.260879114735291,3.3882032117454406,5.57591916380558,2.3542120620423406,Iris-virginica
+56,5.99098032549565,2.207920975071428,5.031400026019489,1.4938878009342629,Iris-virginica
+57,4.594802254931598,3.402060398725665,1.398634042300633,0.3281522861898695,Iris-setosa
+58,4.503967614826179,2.319407578478889,1.296912317760518,0.2986917595365881,Iris-setosa
+59,6.1744554541446535,2.223363764705529,4.498841613419354,1.5065397523904303,Iris-versicolor
+60,6.697151368081414,3.2942212134526465,5.691933015840635,2.5,Iris-virginica
+61,6.027293813809499,2.711753527919942,5.1143282032740585,1.6165218661782033,Iris-versicolor
+62,7.301524676128766,2.906733401199621,6.227514580552022,1.7542502276895435,Iris-virginica
+63,6.6935362560252285,2.4934655827297325,5.782271672575496,1.7953648199188534,Iris-virginica
+64,6.3125008911170095,2.5076324985415726,4.895133878320182,1.5120004097206245,Iris-versicolor
+65,5.974045836808901,3.0,5.0641511206517995,1.8140963570315634,Iris-virginica
+66,5.113922718025196,2.4904942171526345,2.893190482758542,1.0856253144048613,Iris-versicolor
+67,5.09766805527603,3.803633894040337,1.630838381545628,0.20301381696287946,Iris-setosa
+68,7.706813007836053,2.611748041670228,6.9,2.3055121884755443,Iris-virginica
+69,5.001788752641397,3.609735179525932,1.3987722140185808,0.20284179792758175,Iris-setosa
+70,7.728735186418987,2.7735939880926903,6.725328759003763,2.010857987102831,Iris-virginica
+71,6.008488133325385,2.213961625310191,5.01804878705469,1.511113942152706,Iris-virginica
+72,6.01917746105393,2.868263176101585,4.556380138867018,1.5023102128485823,Iris-versicolor
+73,5.0205541538324026,2.0000005273236034,3.4927056809923855,1.0122475223715037,Iris-versicolor
+74,4.9870441569369035,2.0,3.4926024255203623,1.055308729106651,Iris-versicolor
+75,5.784333025340769,2.7920121892376124,4.513225035924981,1.3029487148500383,Iris-versicolor
+76,6.801091578678666,3.1832828026663984,5.847414905258048,2.308472958756085,Iris-virginica
+77,4.400000483016986,2.8778890541138185,1.3877717716875972,0.20451064867884858,Iris-setosa
+78,6.42829202350562,2.906357417185923,4.313635248217005,1.3063649244766935,Iris-versicolor
+79,6.000006039432339,2.893606046097462,4.515773034891113,1.4875544424775862,Iris-versicolor
+80,6.012230082247629,2.8887651870131954,4.599293833802507,1.5081646834824998,Iris-versicolor
+81,6.098515703120929,2.5983247678380135,5.595785132580692,1.4116464968947995,Iris-virginica
+82,7.134861921948156,3.0,6.01926238278018,2.0931693363737462,Iris-virginica
+83,5.511254434963778,2.575171769386516,4.345679499553106,1.2081800891806527,Iris-versicolor
+84,5.565335498421516,3.0,4.1508932666158564,1.2993246053048337,Iris-versicolor
+85,6.705236816414267,3.2869139750584435,5.684953902508914,2.112912289165323,Iris-virginica
+86,4.781659237022073,3.0,1.3990041710446965,0.297150156114151,Iris-setosa
+87,4.7990778348526115,3.393517926744124,1.5079530226030453,0.2002779050186326,Iris-setosa
+88,6.2833290437634695,3.292524769552113,4.7303143338471605,1.602277570608044,Iris-versicolor
+89,7.627251501725562,3.0,6.626750785124642,2.087237357297236,Iris-virginica
+90,6.711567485853764,3.303163735712099,5.721248302979554,2.4999995740678207,Iris-virginica
+91,6.748283925741309,3.0,5.760103369671697,2.0907125417286934,Iris-virginica
+92,5.995765422909318,2.898201695675314,4.516205861205696,1.499498790098648,Iris-versicolor
+93,5.985207996137797,2.200093254559937,5.071554750449241,1.4917052743885573,Iris-virginica
+94,5.108479607782418,3.702225098394073,1.4963631634740788,0.46260975083810174,Iris-setosa
+95,4.597475337875155,3.3873686517824253,1.3912052591883615,0.2986924801541836,Iris-setosa
+96,5.665075185228186,2.919352476292762,4.083919318370905,1.273591376221315,Iris-versicolor
+97,5.64980234669061,2.728404943582705,4.484047823336983,1.2699230556490544,Iris-versicolor
+98,7.89999865503216,3.8004376408152645,6.399167450560725,2.0169418865582496,Iris-virginica
+99,6.258461421502365,2.7816383013215917,5.594113686922927,1.6416094544549509,Iris-virginica
+100,6.707399138399393,3.3209793132668763,5.701474089108846,2.0995317553965043,Iris-virginica
+101,7.055636125114042,3.0152329542913843,5.778153855543055,2.2088762974489256,Iris-virginica
+102,6.899416778627896,3.0,5.639689408400167,2.0869655450936397,Iris-virginica
+103,6.0511030254013125,2.9653271859153225,4.63250001792151,1.3504298376873405,Iris-versicolor
+104,5.146565954161594,3.7211355643455004,1.580324216486204,0.38071329166399354,Iris-setosa
+105,6.709645217222085,3.2840427761059505,5.708838936190994,2.0929851671695623,Iris-virginica
+106,6.7376065655470825,3.345624152703907,5.721405633681334,2.5,Iris-virginica
+107,4.400000501930677,3.1983568673707556,1.3020390162538011,0.20418410325415767,Iris-setosa
+108,7.717668691040808,2.7867086570679516,6.713375304279358,2.003341091013866,Iris-virginica
+109,6.135476792136855,2.6121867478872147,5.61241547372844,1.410781977480571,Iris-virginica
+110,5.200889665495285,3.4090296476550335,1.4005737352559462,0.20296313214632142,Iris-setosa
+111,6.311420867891867,3.3070027040506575,4.698634856627247,1.5996159045035514,Iris-versicolor
+112,5.223406429068898,3.414357170400391,1.402031839468109,0.2025522512544484,Iris-setosa
+113,6.008337745988568,2.7100629596068644,5.111482247764036,1.6028896383487623,Iris-versicolor
+114,6.8936981179689685,3.10272097662563,5.124248875528587,2.294456663254523,Iris-virginica
+115,5.179940919808259,3.4037932252365644,1.4054005958389844,0.2003494243612335,Iris-setosa
+116,5.765015512645512,2.716721723733742,4.995773850830241,1.9004056075217657,Iris-virginica
+117,5.683605760048764,3.782765685847694,1.6499967070398187,0.28592304401672863,Iris-setosa
+118,5.214656700407434,2.7021176847504784,3.896099595616263,1.4032999630363652,Iris-versicolor
+119,5.636006646853093,3.0,4.475905208997586,1.4951621168260298,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/23/test.csv b/iris/tab_ddpm/8_3/23/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/23/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/23/train.csv b/iris/tab_ddpm/8_3/23/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/23/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/23/val.csv b/iris/tab_ddpm/8_3/23/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/23/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/24/synth.csv b/iris/tab_ddpm/8_3/24/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88e110d67599dca64b1166eedb7a980f9af03ede
--- /dev/null
+++ b/iris/tab_ddpm/8_3/24/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.593027022595987,3.404412907836316,1.403246648024724,0.29708313653689483,Iris-setosa
+1,5.701808950552356,2.8006051596550514,4.495417279746634,1.3027143055311294,Iris-versicolor
+2,6.832539724291519,3.182172234224517,5.713504056145354,2.2953615846056197,Iris-virginica
+3,7.697854162281368,2.5933907853229963,6.899998420541329,2.293820946190119,Iris-virginica
+4,5.600452714753729,3.0,4.487903105608741,1.4977824190994082,Iris-versicolor
+5,5.0169138975029535,3.5579758932466365,1.4002140629328004,0.1996340389541933,Iris-setosa
+6,6.010574214353922,2.199177310727619,5.003200898268783,1.4985647215631754,Iris-virginica
+7,7.899999001450874,3.8050872122735435,6.437392842701208,2.011591946617444,Iris-virginica
+8,6.791743039092573,2.80936479988593,4.7542966546043095,1.4024720060758211,Iris-versicolor
+9,5.714785951260587,2.9165358632545857,4.235836349109837,1.3069557911841234,Iris-versicolor
+10,5.533474172950015,2.4403098709534814,3.7974986152273167,1.044716250576443,Iris-versicolor
+11,5.593480490282021,2.9093266680514147,3.616227920851493,1.2949052842977302,Iris-versicolor
+12,6.090965821825568,2.786301777704313,4.717145157193739,1.217148237130301,Iris-versicolor
+13,5.657173321448326,3.0,4.05376088557287,1.3085009176215805,Iris-versicolor
+14,7.379581172060967,3.0,6.371831773849632,2.0990590725097937,Iris-virginica
+15,6.0507245154279765,3.0,4.607590629604712,1.3915119626943158,Iris-versicolor
+16,7.540358070019069,3.0,6.541074594513473,2.0811041115553817,Iris-virginica
+17,5.774517848309017,2.6969331938224617,4.121770893442336,1.0023988109628754,Iris-versicolor
+18,5.369513787587476,3.4043900441388457,1.6702866266193699,0.20255398813279044,Iris-setosa
+19,5.899855060618361,3.0,5.112945351390322,1.792852789130371,Iris-virginica
+20,4.4,3.20422824121788,1.3039630589530042,0.1975780163791771,Iris-setosa
+21,5.796585031128016,2.7053053071399784,5.090936249192801,1.8909751325912982,Iris-virginica
+22,6.678440499229383,3.1207102489279723,4.716497591270015,1.5033093459434201,Iris-versicolor
+23,4.4,2.829516752006053,1.401897311542444,0.20305074231644757,Iris-setosa
+24,5.440989802106113,2.3913270741169885,3.614366519848674,1.01989862387046,Iris-versicolor
+25,5.096535498234046,3.4983161164804355,1.4001178532616132,0.19864967336949524,Iris-setosa
+26,4.899572800124698,3.0,1.3778449324530337,0.199467146248882,Iris-setosa
+27,5.304576474376946,3.6854114108697718,1.4998126956676407,0.1990193697231187,Iris-setosa
+28,7.9,3.8032190881357057,6.386536402873064,1.9803746302487761,Iris-virginica
+29,4.4,3.2247993102983794,1.2844358148975425,0.20152498134198576,Iris-setosa
+30,5.101976343350364,2.5030257047570483,2.8274384054917414,1.109080296842999,Iris-versicolor
+31,4.850384863487239,3.0,1.4287888450927608,0.1,Iris-setosa
+32,7.060895942562033,3.0014543186119127,5.797273373743917,2.1670287414033984,Iris-virginica
+33,5.093830088330059,3.7986792712021202,1.516383721527907,0.20122387651751,Iris-setosa
+34,6.717812556805982,3.3068400221683376,5.727594637948396,2.5,Iris-virginica
+35,5.601629916655882,2.9909181556248288,4.022678300652742,1.2961931494315022,Iris-versicolor
+36,5.000454100383773,2.0,3.4523426660560457,1.0021883024851295,Iris-versicolor
+37,5.367749640702245,3.8999996265782433,1.2846406478270223,0.44294148166565117,Iris-setosa
+38,5.907236614010936,3.0,4.180096689573049,1.511222524399978,Iris-versicolor
+39,5.995293328346707,2.6867423512187707,5.1272045550467045,1.6068164137891623,Iris-versicolor
+40,7.362139230541762,2.9233500830691215,6.348155454510886,1.8364486542828793,Iris-virginica
+41,6.314308530279342,2.8950124958431442,5.589399149749881,1.7764361448293484,Iris-virginica
+42,6.121659392633486,2.613493467896496,5.587923236212877,1.415312644360612,Iris-virginica
+43,5.49612630921661,2.4247289036050907,3.7139704811560215,0.9854820365837358,Iris-versicolor
+44,5.00511948615705,2.0,3.4402672222859403,1.0332123489651777,Iris-versicolor
+45,5.892290005904537,3.0,4.206429893400192,1.5116546002213807,Iris-versicolor
+46,5.380245507649624,3.405089625238625,1.5786396434918142,0.3700526016608305,Iris-setosa
+47,4.4000005369917305,3.08097830996833,1.312183881249171,0.20389785235009017,Iris-setosa
+48,6.113054749703765,2.6002115465409577,5.58799099797804,1.403843401226324,Iris-virginica
+49,7.690344788660315,2.594091541134344,6.9,2.2970423928981885,Iris-virginica
+50,6.303315831426841,2.5034747956186965,4.953564359387745,1.498974541551492,Iris-versicolor
+51,5.099688329358502,3.495738302598465,1.3986405400061388,0.30571579975517504,Iris-setosa
+52,5.08060963475405,3.500240105947695,1.3857573928741458,0.3253558327973683,Iris-setosa
+53,6.930311216123953,3.112111419370809,5.071663716721598,2.3096756815310697,Iris-virginica
+54,6.296629851501827,3.277602800359083,4.702303913561151,1.6046183757006944,Iris-versicolor
+55,6.883833369068442,3.200602788496855,5.722725925899621,2.284711928978912,Iris-virginica
+56,5.549605776018984,2.4520313931776765,3.849176290588325,1.0497284765311858,Iris-versicolor
+57,5.70930614156227,2.811076095637595,4.4358164550830494,1.2816390396948656,Iris-versicolor
+58,6.092049875869552,2.3116842637470882,5.054636312370503,1.5250972867938117,Iris-virginica
+59,6.015666906041964,2.700914643161356,5.128115342777283,1.6122864622639466,Iris-versicolor
+60,5.10328922722168,3.495161481742614,1.386212108989573,0.20113290129706013,Iris-setosa
+61,6.694088276016623,3.1138409447571584,4.689773817890405,1.505078369025006,Iris-versicolor
+62,5.116121744224051,2.4767980305044315,2.95907726398615,1.1025933941733779,Iris-versicolor
+63,6.426006583251945,3.254078631045176,4.767551594217265,1.5828329323836587,Iris-versicolor
+64,4.873058558391814,2.4295822009507697,3.1963773094935055,0.9951393080450226,Iris-versicolor
+65,5.988186775154372,2.9489940435357527,4.41743250184376,1.4538027953613337,Iris-versicolor
+66,5.399075676867739,3.4030576316967807,1.4978190540785543,0.4549238991010359,Iris-setosa
+67,5.593017132980125,2.4599435969065078,3.844921677782593,1.1100716689367716,Iris-versicolor
+68,6.718433711198568,3.096162661460964,4.711693700248152,1.5017702084028353,Iris-versicolor
+69,4.898238799287162,3.0,1.40015065167824,0.19914080994627917,Iris-setosa
+70,5.5469726303728,2.4303133382922892,3.8334394695590395,1.0186621595485505,Iris-versicolor
+71,4.980796700358515,3.3925038142449666,1.5790571430359155,0.41641476024430996,Iris-setosa
+72,5.637956342467115,3.789783696715867,1.6638602106684885,0.33966614168780546,Iris-setosa
+73,6.679351861348302,3.2890221818539445,5.683623808578092,2.5,Iris-virginica
+74,7.7126885987257845,2.7872078984079978,6.714345352419115,1.998814948825633,Iris-virginica
+75,6.246061321688471,2.8720468424361263,5.591403621992491,1.8071018062885638,Iris-virginica
+76,6.6836739501495135,3.3090998859143794,5.695919426377007,2.1127600995818567,Iris-virginica
+77,6.009624531302016,3.401745138636159,4.498574759998994,1.5996709269959328,Iris-versicolor
+78,5.202067518908242,3.4041713749968707,1.4054657284287972,0.2052359439157986,Iris-setosa
+79,6.484729351100807,3.0,5.799193328798529,2.2037098154513464,Iris-virginica
+80,4.400000474699341,2.906127240664158,1.3942903810557035,0.19561618556797805,Iris-setosa
+81,6.79421618923738,3.202681679279753,5.9301181074273766,2.3029820500128264,Iris-virginica
+82,5.001648461917954,3.395336949538666,1.6303245743719381,0.3733336895015517,Iris-setosa
+83,5.523501502321816,2.4695970843353505,3.66486194578189,1.0833189665099983,Iris-versicolor
+84,7.693590437359655,2.6034824900121385,6.89999897217404,2.303442411581229,Iris-virginica
+85,4.999923514648095,2.0,3.461226703363098,1.0266022491568962,Iris-versicolor
+86,4.801679934773343,3.406420620108952,1.4934530125908825,0.19700276967321645,Iris-setosa
+87,5.196156497843151,2.700249205685766,3.9677109364850773,1.4049053053547687,Iris-versicolor
+88,5.588605942188922,3.0,4.055857796330856,1.2880997447504166,Iris-versicolor
+89,6.208393315601102,2.1992958651695695,4.4801728218003705,1.507884434887969,Iris-versicolor
+90,6.280009153079376,2.5335295048559323,4.970025636096999,1.5009899387703562,Iris-versicolor
+91,5.165907521339072,3.563275756612923,1.4453355689035583,0.29503592550295354,Iris-setosa
+92,6.93291722021151,3.0425570710993455,5.215666332600059,2.2602954907390016,Iris-virginica
+93,5.38671190751833,3.3891046658565163,1.5182106942643034,0.362105592192811,Iris-setosa
+94,6.525184879546554,3.0451183600450284,5.740932504656888,2.1322835695688602,Iris-virginica
+95,5.597987194774743,2.9014377142528254,3.4417013313408447,1.3075637924559251,Iris-versicolor
+96,6.49076259361818,3.18735515425705,5.105021002105682,2.005402401994621,Iris-virginica
+97,5.025581074965979,3.3902626896515846,1.50714014651324,0.4172859804753037,Iris-setosa
+98,5.885772301569261,3.0,4.170413246449229,1.4835908767491135,Iris-versicolor
+99,6.7017007061577765,3.277807592907269,5.689638681520861,2.4999996361975407,Iris-virginica
+100,5.388786108823881,3.402636422890829,1.7606666807809148,0.20439734825807845,Iris-setosa
+101,7.288844322454871,2.901527382749023,6.387154784656222,1.8075423358427487,Iris-virginica
+102,4.783629546538186,3.384609606649925,1.4997947213772074,0.19786510818196956,Iris-setosa
+103,6.1808599326158795,2.827774685151495,5.522125306028955,1.8270692882064399,Iris-virginica
+104,6.710745570104171,3.3048307069309004,5.713079158911836,2.4999996161240823,Iris-virginica
+105,4.987884666891162,2.0,3.461278431264655,0.9513876813557416,Iris-versicolor
+106,6.4986001579146,3.0,5.790046930909774,2.2119830174603283,Iris-virginica
+107,6.220558381986609,2.2442355647392906,4.45373560634981,1.392733457190571,Iris-versicolor
+108,6.719061921084168,2.500108895930527,5.798270455272978,1.8421574121238136,Iris-virginica
+109,5.00166512193287,3.407663789158141,1.7170979137540052,0.41674429874375907,Iris-setosa
+110,5.112462822610451,2.5011492167892815,2.9800795878049633,1.0636224436851247,Iris-versicolor
+111,5.877024912347868,3.0,4.197831253245659,1.49621772079125,Iris-versicolor
+112,7.69763012741961,2.5990702592122252,6.899998815826164,2.288638312019406,Iris-virginica
+113,4.9208897713194055,2.3898874922492164,3.248874260340041,1.0216296441146162,Iris-versicolor
+114,4.4,2.889727444136254,1.4043481900478265,0.20146861698664817,Iris-setosa
+115,5.543778545383224,2.645274608529749,4.437895872418466,1.209898500793026,Iris-versicolor
+116,6.006554705599201,3.4049496886105466,4.507250642287965,1.5958718464102688,Iris-versicolor
+117,4.4,3.2045730124261427,1.3146142177311408,0.2057113143719988,Iris-setosa
+118,5.086129867901002,2.5032299783786516,2.920617571010383,1.1178970575299925,Iris-versicolor
+119,5.608805918852752,2.698389779998372,4.459727232416476,1.2377425279256011,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/24/test.csv b/iris/tab_ddpm/8_3/24/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/24/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/24/train.csv b/iris/tab_ddpm/8_3/24/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/24/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/24/val.csv b/iris/tab_ddpm/8_3/24/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/24/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/25/synth.csv b/iris/tab_ddpm/8_3/25/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0cd924516025548fc2346d2c7ee66ffc79f35cd
--- /dev/null
+++ b/iris/tab_ddpm/8_3/25/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.411804862726848,3.3883310231356933,1.781888404974212,0.19443475447805814,Iris-setosa
+1,6.21576096800866,2.1560758401529787,4.51954905904985,1.5085829893457985,Iris-versicolor
+2,4.586289979378737,3.598416248292694,1.0,0.1976093938409382,Iris-setosa
+3,7.9,3.797821216002058,6.383227214733937,1.9998283455589256,Iris-virginica
+4,6.524640978628211,3.005843917556883,5.369230328857049,1.8657268102569873,Iris-virginica
+5,6.022269109174352,2.8477177556145135,4.535479105419238,1.5027780871220622,Iris-versicolor
+6,7.671383198657849,2.613052126758012,6.899998543091545,2.3034636406772937,Iris-virginica
+7,4.906898573081112,3.0,1.3566827738513672,0.1994748022835222,Iris-setosa
+8,5.09276877942771,3.715004584142603,1.5897450560680162,0.4217705935978636,Iris-setosa
+9,6.887435244009218,3.194356711011678,5.683267917878604,2.3098203692080523,Iris-virginica
+10,5.199263713018026,3.4085518875006358,1.404177138316903,0.19836235155826998,Iris-setosa
+11,6.288980416770471,2.297727461597721,4.408646677582249,1.2808281257714946,Iris-versicolor
+12,6.490914434241891,2.9656814080440745,4.343828284434747,1.338955959024229,Iris-versicolor
+13,7.9,3.795820415760554,6.402295063588336,2.0145238847501044,Iris-virginica
+14,7.899998719435537,3.7911861827073294,6.4121471846290845,2.0091019065387217,Iris-virginica
+15,5.984293068569009,2.7106320186623614,5.0367296272668485,1.5953711876437155,Iris-versicolor
+16,6.801303175538746,3.1974211752694246,5.780694579007509,2.303726327783922,Iris-virginica
+17,6.712039379383016,3.2852589142879127,5.726623795576271,2.5,Iris-virginica
+18,6.810352587639976,2.8217741956940148,4.796367681145597,1.3880918508181492,Iris-versicolor
+19,6.872590448912911,3.0866325733719218,5.132863369047443,2.279970954959368,Iris-virginica
+20,7.58766406888873,3.0,6.603862097007921,2.106951122027007,Iris-virginica
+21,6.8809593292179265,3.2115198302155132,5.737483288530753,2.292981827402436,Iris-virginica
+22,5.629868604320379,2.7956393639575734,4.351464425267725,1.2647410518811721,Iris-versicolor
+23,6.078816543106674,2.6198016182599595,5.603654452614773,1.4722774131908472,Iris-virginica
+24,4.569334780576873,3.3660221128763204,1.3982281110757135,0.33675663656178234,Iris-setosa
+25,7.714683525281486,2.6083949723268742,6.9,2.305326750699528,Iris-virginica
+26,5.60374475970316,3.0,4.50587461463374,1.4975071156402224,Iris-versicolor
+27,5.4996336857531,2.4153175296560847,3.756465225846779,1.0035906160220027,Iris-versicolor
+28,4.985097633138996,3.5796913005891664,1.392617086573996,0.1963940725312066,Iris-setosa
+29,7.699953585813491,2.604425059788748,6.899998833845966,2.3015066660147974,Iris-virginica
+30,7.6862365084541455,2.782405260618412,6.680953832592173,1.9980061403756701,Iris-virginica
+31,6.475231985413228,3.0,5.477718937357254,1.7984112906015954,Iris-virginica
+32,6.491618918515618,2.964914932067224,4.316461244889032,1.3415135756840069,Iris-versicolor
+33,5.047884311339383,3.508857862518255,1.400875478557806,0.20313908116150817,Iris-setosa
+34,6.294483097894658,2.301758300806649,4.421477192655636,1.312202876476101,Iris-versicolor
+35,6.86485986137887,3.1007213748400813,5.790879260119799,2.246206615400014,Iris-virginica
+36,6.473744370015458,3.0,4.375517124059394,1.3798118543064672,Iris-versicolor
+37,6.326949531692107,2.482073233532797,4.929170773578741,1.5035342689781142,Iris-versicolor
+38,6.2236517882275075,2.212809944792706,4.511798590900019,1.4898776895843098,Iris-versicolor
+39,5.893236034093295,3.0,5.058130203686106,1.775529586264673,Iris-virginica
+40,7.690071464915516,2.5788988661810985,6.9,2.315196701768896,Iris-virginica
+41,5.91623695357653,3.0,4.2017261434019355,1.5028857761694077,Iris-versicolor
+42,5.733693886015695,2.82930949678042,4.482103955434654,1.2868977350701987,Iris-versicolor
+43,6.8050922279421115,2.807278023370993,4.80058375873755,1.4152057737770063,Iris-versicolor
+44,5.331427849973159,3.716643673541305,1.499186372658775,0.19858050655956216,Iris-setosa
+45,6.09617555801388,2.6015683275699226,5.5890005205091455,1.4072927032491234,Iris-virginica
+46,4.576757308349665,3.594468133734455,1.0000005963970746,0.20976070537099592,Iris-setosa
+47,5.8124317212515795,2.6880838577102564,4.088198815635184,0.99299630777516,Iris-versicolor
+48,5.194783647828431,2.7145748782125643,3.9461808516835823,1.3993463888453193,Iris-versicolor
+49,5.395857934401782,3.4078580651215216,1.7845614873627968,0.2053418925500538,Iris-setosa
+50,4.992970397076253,3.4055918264077265,1.5200477156597543,0.3882023347697863,Iris-setosa
+51,6.693780207401734,2.5003647636836615,5.811887429469443,1.820602884235022,Iris-virginica
+52,4.884607438662413,3.0676233696496515,1.491015445661236,0.10000010930011455,Iris-setosa
+53,6.686869496251541,3.2874018994981395,5.691303436572457,2.096261549937718,Iris-virginica
+54,5.802597598773804,2.6905193020201867,4.057002446670904,0.9857829682993624,Iris-versicolor
+55,7.703907579768644,2.589679839768408,6.899998917086244,2.293260008223251,Iris-virginica
+56,6.982673766816943,3.0,5.758450508806383,2.0941446177180034,Iris-virginica
+57,5.098099645173134,3.8105490034405762,1.4994368512612963,0.19751912625406381,Iris-setosa
+58,6.047794269263582,2.9509307366229693,4.49268176377578,1.483432274143418,Iris-versicolor
+59,6.650856256727722,3.0,4.497506506864785,1.4430031690522167,Iris-versicolor
+60,5.004381665581922,3.404253755924868,1.4998471734565393,0.4134825642092155,Iris-setosa
+61,6.697434102851414,3.2879539357705623,5.694418445230602,2.095971494965059,Iris-virginica
+62,6.553466671323455,3.0,4.338371726337773,1.3790056911811546,Iris-versicolor
+63,6.296679418422814,3.2849308650128024,4.707224297857378,1.6039202502688639,Iris-versicolor
+64,7.249738736262419,2.893185778965498,6.218679018888926,1.8011012793119883,Iris-virginica
+65,6.703139460316382,3.3137429662002766,5.722063973811775,2.499999540150327,Iris-virginica
+66,6.493042720989739,3.1965839195896866,5.083241847711509,1.9996629868700972,Iris-virginica
+67,4.826508585933272,3.0,1.4016465885970832,0.10000010278085476,Iris-setosa
+68,6.722568715238848,3.2882234552065555,5.699101946943812,2.499999611489452,Iris-virginica
+69,6.8066402207997205,3.0,5.537791029351419,2.0814349074961678,Iris-virginica
+70,5.278365540975292,3.7067758998443807,1.4974379658537103,0.19948612696515816,Iris-setosa
+71,6.702633251930696,3.0961963307036684,4.6959922389966255,1.5039817033077725,Iris-versicolor
+72,4.907260011936491,3.0825994957876026,1.5540262675111611,0.10000011742294201,Iris-setosa
+73,5.153707609029306,3.687060866310277,1.5299505441526358,0.3843446624639786,Iris-setosa
+74,4.7976427283136305,3.0,1.3985031292891739,0.10000011575085357,Iris-setosa
+75,6.278445397371441,2.466666082092878,4.9181016434276446,1.4951378807451765,Iris-versicolor
+76,4.6040814827928145,3.6084519449112613,1.0,0.19776906952859757,Iris-setosa
+77,6.697423860735737,3.3078224181287674,5.705422661198396,2.081249265962458,Iris-virginica
+78,6.434917535478401,3.0,5.527324083802839,1.7811182339261216,Iris-virginica
+79,6.12250994021716,3.0,4.607633574959972,1.4174945999284607,Iris-versicolor
+80,6.281564235572316,2.500177726537557,4.89432023457536,1.5022104494416348,Iris-versicolor
+81,6.708218341892348,3.2889659106306883,5.70694188147839,2.5,Iris-virginica
+82,6.082767414638968,2.2358369268763902,5.008446415363321,1.5893924359442255,Iris-virginica
+83,4.932753376325054,2.3839754763152396,3.0652955308960976,1.0148692601220646,Iris-versicolor
+84,6.100822222074083,2.6016659114327743,5.613961405439815,1.3880355516612117,Iris-virginica
+85,6.411177388830124,2.9185107837865614,4.28604548167576,1.3134320695803285,Iris-versicolor
+86,6.103783102814009,3.0,4.621138195212705,1.4365333704530512,Iris-versicolor
+87,4.4000004950138205,2.875011461088971,1.402586200100797,0.19697833827275973,Iris-setosa
+88,6.801929954013313,3.1990182668160014,5.723335299680073,2.3137644931289367,Iris-virginica
+89,6.9335543022107196,3.109438796793079,5.073778977509797,2.2925975136572925,Iris-virginica
+90,6.182741035837089,3.329827555661762,4.676050102947243,1.6060219461261303,Iris-versicolor
+91,5.00727815798589,3.4120552908238673,1.662614181200316,0.45295650162880796,Iris-setosa
+92,6.795273651649774,3.1923317422420867,5.93616922073986,2.293726449912854,Iris-virginica
+93,5.4074266067511605,3.400536374846498,1.768238761843954,0.19860564157813473,Iris-setosa
+94,7.707871763668825,2.601945316289583,6.9,2.3001906145386077,Iris-virginica
+95,5.402552730097341,3.9,1.2755110794393372,0.3025625554315055,Iris-setosa
+96,6.023987812804028,2.682560949180455,5.124170165027367,1.5825376155598285,Iris-versicolor
+97,4.50188784909049,2.3154786193602757,1.2966494791258092,0.2977597147450935,Iris-setosa
+98,5.856038785203449,3.0,5.103864908422612,1.8177571223281104,Iris-virginica
+99,6.040648108251274,2.9205266978828957,4.48581802509686,1.4901151235950956,Iris-versicolor
+100,6.885932549891701,3.0739442750344965,5.185386567180866,2.246368337665306,Iris-virginica
+101,5.595648112121266,2.9172687755429547,3.6640847866748203,1.3092964692200428,Iris-versicolor
+102,5.6350180842458775,2.532251579964138,3.950842025885414,1.111678835723456,Iris-versicolor
+103,5.998048053322616,2.726111961351751,5.090830749142202,1.6027026008317506,Iris-versicolor
+104,5.619973687134646,3.779314107256507,1.5525077754160206,0.2914587049156329,Iris-setosa
+105,6.672396998294029,2.5075683826917143,5.783598154728831,1.7902056525930994,Iris-virginica
+106,4.4,3.1682213011933995,1.29468867344764,0.19351354128607523,Iris-setosa
+107,5.09608293386994,3.3680430294015284,1.53029964642025,0.37109246148948816,Iris-setosa
+108,4.505129313720171,2.290671712566662,1.2997337527156414,0.2902635361049783,Iris-setosa
+109,5.105312398655457,3.8068317828236533,1.5212174934653224,0.20525661608579396,Iris-setosa
+110,6.306101766807903,2.3151174193924278,4.397681059116091,1.310090969488471,Iris-versicolor
+111,5.139892187263114,3.492566666413253,1.397583066896902,0.20000847547056425,Iris-setosa
+112,5.607343946065893,3.0,4.505977116642164,1.499003790797176,Iris-versicolor
+113,6.295536751189284,2.4996845440662545,5.025000285260129,1.9023044857848597,Iris-virginica
+114,7.271460630690003,2.8824104584967656,6.305939651848533,1.80331566313437,Iris-virginica
+115,6.805455053902881,2.783584512779373,4.790750247251185,1.4179451551411455,Iris-versicolor
+116,5.624491412913463,2.8959235293071766,3.759808025838553,1.2976989621267614,Iris-versicolor
+117,6.212486536966372,2.226041340019558,4.568929266718592,1.49344468946116,Iris-versicolor
+118,5.889951987194162,3.0,4.379259353142962,1.4666633768038044,Iris-versicolor
+119,5.899963649162339,3.0,5.0701977220835275,1.8099257748339566,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/25/test.csv b/iris/tab_ddpm/8_3/25/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/25/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/25/train.csv b/iris/tab_ddpm/8_3/25/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/25/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/25/val.csv b/iris/tab_ddpm/8_3/25/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/25/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/26/synth.csv b/iris/tab_ddpm/8_3/26/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9025905e100107109fff9476430a1937bbe97c92
--- /dev/null
+++ b/iris/tab_ddpm/8_3/26/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.129446681998212,2.5024764595030975,2.978588834782917,1.1151569968720714,Iris-versicolor
+1,6.692100008100379,3.308044415607442,5.698086852340623,2.1010390822421514,Iris-virginica
+2,5.59910149946721,3.0,4.4991936409456255,1.49840450911613,Iris-versicolor
+3,5.0020056608023085,2.4509911960182516,3.113843655324057,1.0646628491743835,Iris-versicolor
+4,6.364284287405723,3.3786438092950157,5.612536879610341,2.3966682039193663,Iris-virginica
+5,6.8486739106914305,3.095571299962663,5.138316672507496,2.275598549992756,Iris-virginica
+6,6.84199527803492,3.195230207759347,5.76597692345734,2.2915299335038157,Iris-virginica
+7,4.400000483473156,3.179768526857178,1.3169073090911003,0.2033618425474278,Iris-setosa
+8,6.704360943268046,3.303986186223033,5.740496972447785,2.499999632738436,Iris-virginica
+9,5.011996905406463,3.396722324202096,1.701517738167434,0.379421267872941,Iris-setosa
+10,4.4,3.0,1.342984164374141,0.1989051493976484,Iris-setosa
+11,6.181420401115789,2.1939852096011543,4.490240105165101,1.5112242122865507,Iris-versicolor
+12,5.000696282253209,3.40333974484955,1.6335038375653559,0.39270957443750476,Iris-setosa
+13,4.930180611378767,2.410957939735635,3.305318320918099,1.0336033461830088,Iris-versicolor
+14,6.364481489246164,2.873293341548842,4.2919600806732,1.2930591006143195,Iris-versicolor
+15,5.121359561943351,3.496693961996639,1.3957217144011356,0.20021383696742662,Iris-setosa
+16,5.374668652962673,3.3970090399673483,1.4958682318392302,0.39873590709934914,Iris-setosa
+17,4.588906820021133,3.3833675498228235,1.4001236546422544,0.36236490881912153,Iris-setosa
+18,5.225282989968862,2.7469996961613043,3.826992465294593,1.4135519194925605,Iris-versicolor
+19,4.80994770864657,3.3972945797747283,1.7774392326518105,0.2028708544049375,Iris-setosa
+20,6.508629145732896,3.1949387775027263,4.979928795154602,2.0049456469416103,Iris-virginica
+21,5.0870282262384485,3.7939107850155787,1.6382945161168165,0.20513696182375787,Iris-setosa
+22,5.417052667681557,3.8999995636073774,1.2778542816861966,0.3630378950940532,Iris-setosa
+23,6.69943847932609,3.2950375179448197,5.694735749813268,2.101082450492259,Iris-virginica
+24,6.057819701410904,2.9097614164179526,4.648298895481408,1.288358830574831,Iris-versicolor
+25,7.9,3.8076473449666137,6.404476352637788,2.0141979925566598,Iris-virginica
+26,6.220867428311317,2.284081965905426,4.366013449445424,1.3105558949323983,Iris-versicolor
+27,4.493113608842782,2.2952544449773016,1.3145363218130228,0.29613938046127225,Iris-setosa
+28,5.695493329869485,3.788204244818725,1.5902180172343303,0.2991597615549243,Iris-setosa
+29,4.6048215069800875,3.6017184451808304,1.0,0.20032070735950253,Iris-setosa
+30,6.2708809226011235,2.5525030950581136,4.905563809252659,1.5063724046387348,Iris-versicolor
+31,6.332138207747393,2.8972442946272308,5.598726208489591,1.8195454960835353,Iris-virginica
+32,5.428227303075488,3.9,1.3025815938010896,0.5178334269426709,Iris-setosa
+33,4.6096863784210065,3.607939316181589,1.0,0.1984133399029306,Iris-setosa
+34,6.474314974461764,2.9596316921614014,4.348253962910887,1.3345568495338527,Iris-versicolor
+35,6.690611893928445,2.497160134077452,5.791086213515223,1.8128398950047062,Iris-virginica
+36,4.827602708667668,3.0,1.3920114625798772,0.29832848658684136,Iris-setosa
+37,6.929322514429402,3.1106209700861944,5.161853533681988,2.3001296858100013,Iris-virginica
+38,5.103904049929776,3.4954943972861447,1.3936210030354985,0.2941936160398132,Iris-setosa
+39,6.683345006256969,3.312691859463267,5.669781691633806,2.113542105332808,Iris-virginica
+40,6.887432526974767,3.2041071532475294,5.691912118836195,2.292693097206947,Iris-virginica
+41,6.46857665872795,3.0,5.776907657313488,2.13794511261296,Iris-virginica
+42,4.899914319467519,3.0938541072968304,1.4915677954490516,0.10000011656384444,Iris-setosa
+43,7.695233323209539,2.5831753027186632,6.899998537129138,2.2733708367526435,Iris-virginica
+44,7.2603616103691015,2.9004566727187004,6.26673430139523,1.7789754585992166,Iris-virginica
+45,5.092666256872277,3.7983297681895904,1.4985519116354082,0.20408397572676867,Iris-setosa
+46,5.794168098271598,2.693215479707893,5.09480756127929,1.8620947243286203,Iris-virginica
+47,5.001087449907686,2.0,3.4597024370591796,0.9844779045932881,Iris-versicolor
+48,6.240101140396377,3.334539126271272,4.667456812727099,1.6269444174779035,Iris-versicolor
+49,5.8608122760586605,3.0,5.152185449806441,1.8054049383271482,Iris-virginica
+50,6.722573703630306,3.3031955532596977,5.71607019459075,2.5,Iris-virginica
+51,5.518940146615236,2.4407820991718476,3.7729641895298474,1.036064739481494,Iris-versicolor
+52,6.18327577886042,2.189752815014435,4.485050238316966,1.5019309839420893,Iris-versicolor
+53,6.794942339668561,2.795927102534346,4.775325459014265,1.38430153550472,Iris-versicolor
+54,4.944949584450163,2.4191719567221317,3.2748966743837267,1.0435602346571673,Iris-versicolor
+55,4.7541826635430136,3.397004699740645,1.4997392276624115,0.19727389464827932,Iris-setosa
+56,4.861282466280965,3.0887163010733127,1.4957264052339185,0.10000009918166781,Iris-setosa
+57,5.515332111987461,2.6252477513198476,4.382043357929124,1.206474861524279,Iris-versicolor
+58,7.021414127096423,3.0,5.859570794074274,2.157286692875411,Iris-virginica
+59,5.485536095117555,2.3714570015221845,3.634288884876496,0.9607097058588356,Iris-versicolor
+60,4.7964980275411975,3.0,1.392408522419963,0.1,Iris-setosa
+61,6.510784681847076,3.0,5.467659030516291,1.795759375076935,Iris-virginica
+62,6.523138114450947,3.0,4.393569086729273,1.3871131177759637,Iris-versicolor
+63,7.685143985055106,2.8287246347701305,6.666473540351606,2.0156561292883137,Iris-virginica
+64,4.893275740512367,2.401282607176627,3.205333018856838,0.9262110697988437,Iris-versicolor
+65,7.033669034081867,3.0,5.810435831451103,2.136223847368098,Iris-virginica
+66,7.688791687739919,2.597217460181369,6.89999859597706,2.3110992176286587,Iris-virginica
+67,4.496986037347001,2.318099749477305,1.3053953133691,0.34125924276243946,Iris-setosa
+68,4.817430286979562,2.381742101578751,3.4193688674567086,0.9588847601939592,Iris-versicolor
+69,7.450696849402661,3.0,6.438959597215425,2.113801472966172,Iris-virginica
+70,7.501102550175534,3.0,6.480011560858161,2.0887271881478657,Iris-virginica
+71,4.996295329541928,3.3907305443224423,1.5790279185262739,0.48617555219850683,Iris-setosa
+72,6.7893742033824545,2.795322353693858,4.808004433171458,1.421568943768614,Iris-versicolor
+73,6.240670314165367,3.3291953332978754,4.65207408678016,1.5973770740920306,Iris-versicolor
+74,4.592358386467311,3.607951250951083,1.0000004384265104,0.19843857261930198,Iris-setosa
+75,5.205451313352537,3.393191347745748,1.4008985741130353,0.19774811112690827,Iris-setosa
+76,5.3695363689649325,3.408407169161484,1.5575472510736585,0.39470735539058566,Iris-setosa
+77,5.667820360854047,2.8942512414463417,3.983901949077767,1.3060038047381084,Iris-versicolor
+78,4.77461249467867,3.0,1.4031020700160655,0.30341317251558275,Iris-setosa
+79,4.900753705556956,3.110462329107293,1.5582925499548033,0.1000001054232987,Iris-setosa
+80,7.713141255084066,2.6006553281378917,6.9,2.3186785211613263,Iris-virginica
+81,5.028930542502831,3.581913791847085,1.4044365099252918,0.19833347314180053,Iris-setosa
+82,4.821183469508177,3.0,1.4077238867602708,0.1000001146575256,Iris-setosa
+83,6.004531817994659,2.8764529068220277,4.521486356131173,1.5025760076271815,Iris-versicolor
+84,5.336493141947395,3.6927908684406194,1.4984911742897986,0.20117637704589958,Iris-setosa
+85,6.09480437254303,2.5935090193265404,5.600049250751364,1.413868152278543,Iris-virginica
+86,6.133549508258316,2.606325603462905,5.601967882341009,1.402668888748241,Iris-virginica
+87,6.299881724758264,2.30172344288635,4.416304040407512,1.3024044139271092,Iris-versicolor
+88,5.696898728574208,3.0,4.574961789281025,1.5094676273364067,Iris-versicolor
+89,5.773601028213318,2.712913560418816,5.07628165954075,1.8901860228834182,Iris-virginica
+90,6.492579704290791,3.0,5.848905270870575,2.211764597032285,Iris-virginica
+91,4.808239940583439,3.0,1.3863771256613535,0.1,Iris-setosa
+92,7.724488221367279,2.5643894898664876,6.9,2.3119710225197396,Iris-virginica
+93,5.0228536143832505,2.462511418491041,2.952265052792259,1.0643932390638409,Iris-versicolor
+94,6.709917602374276,3.258291877723248,5.723147549978386,2.1186051185836012,Iris-virginica
+95,7.899998256275171,3.7782025870276557,6.391783012411059,2.0075511087891127,Iris-virginica
+96,6.496869402896935,3.0,5.5072802200093145,1.7971198547449267,Iris-virginica
+97,5.956747344522377,2.9448450599400418,4.569265609095617,1.3311338172530878,Iris-versicolor
+98,5.176702344913075,2.5130497298008247,3.3518270286472904,1.1371904012704308,Iris-versicolor
+99,6.258482960089025,2.8512026271132873,5.604253792849802,1.801105761260117,Iris-virginica
+100,7.221081103338444,2.885137677332847,6.229376760554765,1.774338604393248,Iris-virginica
+101,5.561132673437037,2.4737493484604203,3.8356321034515375,1.069569870238652,Iris-versicolor
+102,7.667921153612489,2.577608025312849,6.9,2.303193890845454,Iris-virginica
+103,6.310994986018952,2.500862366929296,4.965855169372297,1.916981732395644,Iris-virginica
+104,6.2204089209332585,2.227054953032171,4.55911356754008,1.4846006939733458,Iris-versicolor
+105,6.100303862489918,2.613692000274515,5.600000506617763,1.4119213198652594,Iris-virginica
+106,6.064720842718433,2.6766565445713137,5.101351870984535,1.5722311336117034,Iris-versicolor
+107,5.694272125962032,2.762590082260551,4.46226914005355,1.2686415136867708,Iris-versicolor
+108,6.494923211362289,3.205656293782167,5.060600830673552,1.9830264562988416,Iris-virginica
+109,5.408057214802489,3.40271847537869,1.782964811902792,0.2022649224588225,Iris-setosa
+110,4.611500524192786,3.396079532882646,1.4042487756334605,0.30866045266546727,Iris-setosa
+111,6.290776484477407,3.1675087127120105,4.665894714154394,1.5043204581550875,Iris-versicolor
+112,6.286438750517782,2.308628127197774,4.4081126902818975,1.294261324505481,Iris-versicolor
+113,6.1475590480876,3.342981332975632,4.567853944523578,1.5935512356700068,Iris-versicolor
+114,6.444678979758658,2.999693896820681,5.568283187902945,1.8255144442277622,Iris-virginica
+115,5.541418413793809,2.4437169598474164,3.797421075123188,1.0401649211987511,Iris-versicolor
+116,7.272308665841468,2.905597152938542,6.2705729244490875,1.7958170187220421,Iris-virginica
+117,5.101710845492214,2.4939467975644845,3.057209174205763,1.0966875372461906,Iris-versicolor
+118,4.994341470569923,2.000000476592747,3.4134136007822886,0.9649330363293258,Iris-versicolor
+119,4.4,3.185247406038734,1.3074730598915383,0.20372031771302604,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/26/test.csv b/iris/tab_ddpm/8_3/26/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/26/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/26/train.csv b/iris/tab_ddpm/8_3/26/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/26/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/26/val.csv b/iris/tab_ddpm/8_3/26/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/26/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/27/synth.csv b/iris/tab_ddpm/8_3/27/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea3c614675b0023dfdacc1fa125f35b218a1d244
--- /dev/null
+++ b/iris/tab_ddpm/8_3/27/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.899998197968451,3.7923412870246964,6.419051631959504,1.9923101187275265,Iris-virginica
+1,4.798538955605511,3.0,1.411530041681173,0.1,Iris-setosa
+2,5.178469900807463,3.4135870274965114,1.4000413667966864,0.1942557574430263,Iris-setosa
+3,5.724454630036466,2.8828677294300062,4.204097568184703,1.3059052653064762,Iris-versicolor
+4,4.907752107422544,3.096617063980493,1.4920061955701835,0.1,Iris-setosa
+5,7.691815539333037,2.8006195378961434,6.686687286478549,2.0051975791696233,Iris-virginica
+6,4.400000450505688,2.887156565811149,1.3835994128329372,0.19955060094676252,Iris-setosa
+7,6.27713416569156,2.2980577437887915,4.4297983943169115,1.310609149861468,Iris-versicolor
+8,5.088943944551699,3.5050818933069823,1.4103043731751514,0.297281479659793,Iris-setosa
+9,4.897448918281845,3.0906856179139206,1.4957826375309917,0.10000010952073372,Iris-setosa
+10,4.808831418299291,3.402246052562975,1.609585616706328,0.2070891324291787,Iris-setosa
+11,4.6002867436101385,3.6104353797300828,1.0000003780264486,0.19750610629020365,Iris-setosa
+12,5.757342627726154,3.0,4.359989612634159,1.476827889588878,Iris-versicolor
+13,4.606929902841702,3.387365425186221,1.402151386709573,0.2991558172269195,Iris-setosa
+14,6.268614274772253,2.811790220675418,4.477277722682364,1.2259914050593297,Iris-versicolor
+15,6.313842621923993,2.9118530204175106,5.64419736497564,1.8541716056166373,Iris-virginica
+16,6.707129009024922,3.288761894187495,5.685984418220088,2.5,Iris-virginica
+17,5.678153377513287,3.0,4.200407009032556,1.3504096880304222,Iris-versicolor
+18,4.894668528228726,2.3875316867625154,3.4553458942887683,1.0170582409426236,Iris-versicolor
+19,4.996736190983763,3.3979315894750544,1.5004377229370953,0.3643382754225597,Iris-setosa
+20,5.090205510160159,3.807217662898842,1.7216945743892058,0.19911819433351313,Iris-setosa
+21,6.692435055581869,2.483919048192296,5.788815360264235,1.8017699766849256,Iris-virginica
+22,5.44968054017014,3.3933761766468864,1.815141004547821,0.2020377500823046,Iris-setosa
+23,6.03375440713246,3.3792937806151193,4.496843035990954,1.5919401551670693,Iris-versicolor
+24,5.6321341368781175,3.0,4.451831521544685,1.505821075503804,Iris-versicolor
+25,6.017847388011481,2.2036342102563147,5.008711027300033,1.4914412301147675,Iris-virginica
+26,5.814834963735274,2.8607658927641304,4.262584727742404,1.273585541397876,Iris-versicolor
+27,4.892448257388262,2.415577754823678,3.2968988990202988,1.0076450053281676,Iris-versicolor
+28,5.6387585614936,2.9695554714738583,3.98954493591767,1.2704802203088317,Iris-versicolor
+29,6.710102676379583,3.2966165225428417,5.7039385331592065,2.5,Iris-virginica
+30,6.28168090972255,3.4043381535701416,5.58780486636575,2.396775313137509,Iris-virginica
+31,6.948998673711476,3.2056384746296382,5.678302919495651,2.3151444479130623,Iris-virginica
+32,5.60836129242888,2.900268915022621,3.559501629749725,1.3018657699790057,Iris-versicolor
+33,5.20305150347938,2.7088177084206957,3.926076907831305,1.4035720304987258,Iris-versicolor
+34,5.103334949816253,3.8018913007644866,1.7093858502931139,0.2021565717006349,Iris-setosa
+35,5.438913419000981,3.9,1.3030162712486721,0.3910811470724472,Iris-setosa
+36,5.581471769758635,2.8921936732043187,3.6524290823846255,1.3069010603906437,Iris-versicolor
+37,5.602825101661533,2.489372793614227,3.993308267645384,1.0689531168113593,Iris-versicolor
+38,6.947919451541037,3.2140072752479982,5.70455063044258,2.2888879847107915,Iris-virginica
+39,6.777131316025271,2.8028835019729907,4.733771937906801,1.3985630005452228,Iris-versicolor
+40,6.29708073769849,2.31615186089162,4.416470419346067,1.3041365429400944,Iris-versicolor
+41,6.092855970304995,3.0,4.613423613347822,1.4211745876598183,Iris-versicolor
+42,4.989018612739011,3.610999241289653,1.4025111483988908,0.19941178783752628,Iris-setosa
+43,6.200875453735254,2.879479604995683,5.580910651721504,1.7865625356287431,Iris-virginica
+44,4.579507432984159,3.3760045050177316,1.3656272642554868,0.2968784510807453,Iris-setosa
+45,5.997622065055144,3.3998441174166327,4.474997831517731,1.5777564674513382,Iris-versicolor
+46,6.712056883056271,3.272117897135469,5.706135636840221,2.1457489587687286,Iris-virginica
+47,6.146495579430401,2.6052151664848,5.0030044125986795,1.5360124187075648,Iris-versicolor
+48,5.106504159984535,3.6984472826369634,1.4951450279062368,0.4368283703960404,Iris-setosa
+49,7.697458184034491,2.585337822145353,6.899998963328056,2.3082688001339764,Iris-virginica
+50,4.820752048143032,3.0,1.39028343924845,0.1,Iris-setosa
+51,7.234123536791323,3.0,6.1085180809785005,2.1149117904880663,Iris-virginica
+52,5.183905547291612,2.6969854574218073,3.8301208881991005,1.3993016573224177,Iris-versicolor
+53,7.352064810002726,2.908156491827958,6.35666815831599,1.8337613346693669,Iris-virginica
+54,4.599658124969448,3.3914119085743293,1.4016202965547355,0.354743178736334,Iris-setosa
+55,5.816013885391346,2.6959472529838457,5.09312057131875,1.9149882222331214,Iris-virginica
+56,4.9071144789914705,3.0,1.4029473599353397,0.19917807895301853,Iris-setosa
+57,5.015548687325209,3.2886419986300934,1.4251760502700581,0.10065067451296672,Iris-setosa
+58,4.591966788293755,3.62051689435311,1.0,0.19921836562840367,Iris-setosa
+59,6.699731575547171,3.2997950364531987,5.692779014951215,2.102996830819155,Iris-virginica
+60,7.708616632790887,2.582209296644769,6.9,2.309688574651715,Iris-virginica
+61,7.590992703412411,2.7820266091047916,6.617976575058537,1.9516852732004746,Iris-virginica
+62,4.989273478912487,2.0000006760976157,3.4492079358396177,0.9928441774462875,Iris-versicolor
+63,5.347175988045757,3.9,1.2973532073534444,0.35640430278153074,Iris-setosa
+64,5.44060141791118,3.3780887234591415,1.8172115628707797,0.20124909220180648,Iris-setosa
+65,5.895870789350893,3.0,5.115184707504407,1.829000379678302,Iris-virginica
+66,7.8999989818986815,3.8003268404091624,6.385120403794982,2.016515141190342,Iris-virginica
+67,7.705020648850594,2.5919856939402717,6.9,2.3004268517966144,Iris-virginica
+68,5.199534660585241,3.407368035400139,1.3958320453331237,0.19972484980831123,Iris-setosa
+69,5.125366689509467,3.5000195178891103,1.3984746428477133,0.29497470040122886,Iris-setosa
+70,6.681571416091216,3.0647188224902586,4.667845537928344,1.4797433351454687,Iris-versicolor
+71,6.281413886178806,3.305524897903907,4.667258540863616,1.5927445444864143,Iris-versicolor
+72,5.185767203587007,2.692042033809354,3.893968876971627,1.3995886106435407,Iris-versicolor
+73,6.693293544840245,3.3061288875452295,5.694201616997676,2.5,Iris-virginica
+74,6.103188230458853,2.594044247638041,5.614344398604046,1.3982366047490544,Iris-virginica
+75,6.788246063000203,3.2149143606565174,5.867280940595493,2.269828298765195,Iris-virginica
+76,6.913343452904635,3.0,5.893762870964469,2.105582954793286,Iris-virginica
+77,5.678253252193972,3.7978185317402056,1.8294241076628295,0.33133110701499774,Iris-setosa
+78,6.80970000068349,3.0,5.512164485337605,2.1122126999850988,Iris-virginica
+79,4.400000593174663,2.8909109439288834,1.4023900453108376,0.2057685398752756,Iris-setosa
+80,5.454439204004972,3.400608007339536,1.5217629192114268,0.3665325330447699,Iris-setosa
+81,5.692546211766326,2.8244203367056744,4.503507004850719,1.2681705416478946,Iris-versicolor
+82,5.614692063971713,2.5037170181803345,3.9680529696901843,1.1075075132951113,Iris-versicolor
+83,5.386608814532551,3.899999631345169,1.293967231252802,0.39969569794966125,Iris-setosa
+84,6.488396903344576,2.9714363803060797,4.317539733199639,1.3422096890465949,Iris-versicolor
+85,6.1390761189729774,2.8043557696566634,4.696134936079969,1.1854158422028755,Iris-versicolor
+86,6.2505605490233656,2.900213009663787,5.620953590017776,1.7786219677022013,Iris-virginica
+87,4.897977060048937,3.0,1.3984214597834734,0.20109374596752358,Iris-setosa
+88,4.4,2.9372514734063984,1.38735128261744,0.19582107705034651,Iris-setosa
+89,6.407352137183823,2.905453933004644,4.301279875021406,1.3063310721110102,Iris-versicolor
+90,7.723238476099059,2.582050310257789,6.9,2.307633319703056,Iris-virginica
+91,6.69581072325363,3.2987766471873274,5.694714380499208,2.4999989867111614,Iris-virginica
+92,6.282971394886772,2.499523873442417,4.954489690050471,1.5038526831507906,Iris-versicolor
+93,6.478528021298458,3.206861977740157,5.071002222938038,1.9936720499592393,Iris-virginica
+94,5.471127103015457,2.5643997646735293,4.371102873550016,1.1713796343334995,Iris-versicolor
+95,4.509393232246196,2.3095997555364964,1.3099896516566092,0.2992001202882911,Iris-setosa
+96,6.193271757723972,2.207006816268019,4.487220434906434,1.5015767862644962,Iris-versicolor
+97,7.693851612010803,2.5962328938855177,6.899998635081472,2.2889539488096804,Iris-virginica
+98,6.200225431451925,2.199131228224294,4.492620322121369,1.5080303072590113,Iris-versicolor
+99,6.147265687419639,2.9024216155495637,4.648337155930252,1.3072617032331435,Iris-versicolor
+100,7.709053974079431,2.5995043189009786,6.9,2.301504365561818,Iris-virginica
+101,5.605062948649415,2.898861532603181,3.5588117254735563,1.2897292053007368,Iris-versicolor
+102,6.410362354131776,2.9119949135034187,4.287596289038796,1.3086837366534574,Iris-versicolor
+103,5.03029400860825,3.563891900199144,1.3977226253017874,0.19638500608135562,Iris-setosa
+104,6.834325689775754,3.0,5.526957593758905,2.0822777056488375,Iris-virginica
+105,5.819609866652833,2.7153914888980504,5.087460182603532,1.9039388843201166,Iris-virginica
+106,5.105675015429286,3.7324586188816844,1.6006222605150788,0.29431788970934525,Iris-setosa
+107,6.481559455587021,2.9633534377385264,4.287854768131451,1.331126828288062,Iris-versicolor
+108,6.311350381226479,2.507920820437684,4.900390896853714,1.4936650809757435,Iris-versicolor
+109,6.284660824063294,2.5039396080032184,4.954016790289372,1.4999571392109294,Iris-versicolor
+110,7.128755897627263,3.0,5.957316130681712,2.107307532283137,Iris-virginica
+111,6.718000970060891,3.1258390111500574,4.704542177318536,1.504933461772082,Iris-versicolor
+112,6.804668768132772,3.202558949396619,5.77650223457976,2.2852709030549354,Iris-virginica
+113,6.308006561850201,3.291399894265797,4.685056172582679,1.5930111461047005,Iris-versicolor
+114,4.640253325543965,3.370545712626472,1.4340460877143193,0.2669834885357665,Iris-setosa
+115,4.999966236822449,2.0,3.5126451696502468,0.9908024029856697,Iris-versicolor
+116,4.999759065911559,2.0,3.519497954394993,0.9702428312870188,Iris-versicolor
+117,6.304603021306589,2.3962665801209146,4.797886434446051,1.5056029259194994,Iris-versicolor
+118,6.310122838442789,2.4440648615293803,4.809904957044808,1.505882744051257,Iris-versicolor
+119,4.989329554521645,2.0,3.514967652502497,1.0473911940697556,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/27/test.csv b/iris/tab_ddpm/8_3/27/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/27/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/27/train.csv b/iris/tab_ddpm/8_3/27/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/27/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/27/val.csv b/iris/tab_ddpm/8_3/27/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/27/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/28/synth.csv b/iris/tab_ddpm/8_3/28/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b87a867f8a7ce7fefd96580514ee722a1507979
--- /dev/null
+++ b/iris/tab_ddpm/8_3/28/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.721353576745305,3.8045450918469843,1.7832585101246876,0.30239565307296223,Iris-setosa
+1,6.115046994267982,2.9832749686096354,4.5038582501736455,1.4733472241393581,Iris-versicolor
+2,6.493102255936303,3.204089120906049,5.055811828495516,1.9892212853539044,Iris-virginica
+3,4.900026986109175,3.0,1.3968136548340055,0.19841080877845219,Iris-setosa
+4,5.416108064533953,3.3987283043767906,1.4961820014108567,0.40315094618287367,Iris-setosa
+5,6.314726817824684,2.3144501080506097,4.372501531424193,1.3003755356625564,Iris-versicolor
+6,5.1775922126582765,3.446835232632486,1.398736574530552,0.196547039264933,Iris-setosa
+7,7.386819523974556,3.0,6.288496484704117,2.0759942643595135,Iris-virginica
+8,6.175005179327541,3.320730716098941,4.629100842983205,1.607374364167693,Iris-versicolor
+9,5.594660538716044,2.487546642205417,3.895042548113014,1.091429932567793,Iris-versicolor
+10,6.161955295960506,3.3327209928595876,4.656727525646427,1.5922010737362846,Iris-versicolor
+11,5.661243874361533,3.792211125927357,1.7067752751633938,0.29233387239572395,Iris-setosa
+12,6.3589038695674205,3.4040541636635417,5.584760683153355,2.395251610515161,Iris-virginica
+13,6.704745825909731,3.317814306648189,5.7028513741509395,2.5,Iris-virginica
+14,5.989999982421627,3.0,4.523014237979456,1.4469115671681134,Iris-versicolor
+15,5.94105243839622,3.0,5.158956414344019,1.7965778063930118,Iris-virginica
+16,4.906452741827975,3.1125669089707912,1.4985901554317538,0.1,Iris-setosa
+17,5.047549162758511,2.4741583936142817,3.2444866648155157,1.0905473658095541,Iris-versicolor
+18,6.0161031059041346,2.218948599545226,4.969121521878674,1.4849403072099816,Iris-virginica
+19,7.313091633833446,2.9082197125014573,6.343326876837353,1.8133133312645975,Iris-virginica
+20,7.715202530810609,2.6110134006277597,6.899998656758965,2.2818252531441203,Iris-virginica
+21,7.712499485128643,2.800271990688347,6.699054011486401,1.990309516934393,Iris-virginica
+22,6.7064358731280596,3.3103286391185276,5.698426632938844,2.5,Iris-virginica
+23,7.9,3.797671187890904,6.445074940103481,1.9925714519735174,Iris-virginica
+24,6.082378979323941,3.0,4.6314976591167945,1.3753448439546028,Iris-versicolor
+25,6.873993762191115,3.110215989525893,5.08550262005067,2.288913903018759,Iris-virginica
+26,5.116589855775973,3.4920079873849534,1.3930353361741457,0.2024908883945124,Iris-setosa
+27,5.271209702358102,2.4449518627813824,3.491887683906771,1.0069833897067622,Iris-versicolor
+28,7.9,3.8018340570772313,6.396943869611476,2.0032149930020013,Iris-virginica
+29,6.30191308696928,3.4039703489377477,5.611952018836165,2.3931427388487028,Iris-virginica
+30,6.301311554716614,2.319686735261217,4.418842550213922,1.3033325142653667,Iris-versicolor
+31,4.400000570390782,3.12569376598394,1.3399047481729938,0.2035124071701227,Iris-setosa
+32,7.52884468059059,3.0,6.502115001615854,2.102919089733075,Iris-virginica
+33,6.510287138835373,3.0,5.48424831289632,1.8055424391691084,Iris-virginica
+34,6.275038210560661,2.292680584397363,4.603522784344338,1.4887309634067074,Iris-versicolor
+35,5.090057908346768,3.6974631384113668,1.49743706909292,0.4259521206772355,Iris-setosa
+36,5.137501220123245,3.797304256574629,1.5965828413787588,0.2083410162033717,Iris-setosa
+37,5.330172390796508,3.672808113924028,1.5181063234399805,0.20332916736533374,Iris-setosa
+38,5.667699403871933,2.899533522386981,4.272795456934143,1.3024682735622377,Iris-versicolor
+39,6.44963533357675,3.0,5.520317600521009,1.7916281556762585,Iris-virginica
+40,6.15396829725262,2.5875194300077347,5.062364192400337,1.560069262442438,Iris-versicolor
+41,5.970768246352786,2.9041657128478744,4.4708845788481195,1.4986545647730873,Iris-versicolor
+42,5.592014111057165,2.871928839107396,3.5872172176841755,1.3103784389904747,Iris-versicolor
+43,5.690377947999403,3.800252828428998,1.6053559765829721,0.32416476155165463,Iris-setosa
+44,5.80626572603947,2.691987918074898,4.103559925783739,0.881280833116838,Iris-versicolor
+45,4.618611358435296,3.591908099921662,1.0000003827694888,0.19598061113077847,Iris-setosa
+46,5.103970431777998,3.4972977469895175,1.398152913700464,0.3190347123922663,Iris-setosa
+47,5.559485071252377,2.48965946105327,3.851068517266177,1.0607272130830385,Iris-versicolor
+48,5.966660812357093,2.69434016925007,5.067093740336374,1.5818611712593884,Iris-versicolor
+49,5.842403725409788,3.0,4.189637192719534,1.5100903831888146,Iris-versicolor
+50,5.412091092621868,3.3988967551995097,1.5680857403424078,0.20163680857680105,Iris-setosa
+51,4.4,2.890266861024938,1.3980503530150736,0.19844514864437723,Iris-setosa
+52,4.898234015249801,3.0714570816323707,1.49628675055136,0.1,Iris-setosa
+53,4.4,2.8930936758247294,1.400018410666993,0.2041744058511022,Iris-setosa
+54,6.235346422947997,2.2094263320010032,4.5258411978498625,1.4999356423156933,Iris-versicolor
+55,6.563728957769639,3.0,4.359612370075722,1.3748146887052897,Iris-versicolor
+56,4.996750875611628,2.0,3.4457463422134094,1.0087562544508928,Iris-versicolor
+57,6.832858581639564,3.1876041616958224,5.756462270344559,2.2941805224530043,Iris-virginica
+58,6.286747685848125,2.49205994095798,4.98867864006837,1.9021411610914905,Iris-virginica
+59,6.881438036240596,3.201277528290042,5.686213141712848,2.2884488583561553,Iris-virginica
+60,6.3259698923122105,3.398844676612004,5.618257594038725,2.397877348897951,Iris-virginica
+61,6.716963729941925,3.2384591162488516,5.704232442841866,2.129990563922778,Iris-virginica
+62,5.098780343263422,3.5009712392075816,1.396019992755202,0.29568956705341815,Iris-setosa
+63,6.1601198904794305,2.6185141101545417,5.60653630565058,1.4317201167848126,Iris-virginica
+64,6.696956913459152,3.3153511681301575,5.6938052719850045,2.5,Iris-virginica
+65,5.436125947743897,3.899999603168853,1.2750084606754841,0.4284861945543279,Iris-setosa
+66,6.301402941792412,2.3028587522592767,4.384751725172709,1.303448214566897,Iris-versicolor
+67,6.698764851969322,3.291544799865198,5.690208969192379,2.5,Iris-virginica
+68,7.700884427537286,2.807209316862595,6.695691610086089,2.0122589112320637,Iris-virginica
+69,5.792930708800035,2.709358635804058,4.095656481578015,1.0122613509671332,Iris-versicolor
+70,4.4,3.2061393504048623,1.301975095650917,0.19985442894778635,Iris-setosa
+71,5.404937433872235,3.8999995611007807,1.3077440402953422,0.39105194647678204,Iris-setosa
+72,7.353883168176865,3.0082556717912707,6.422873367815447,2.1807023450356007,Iris-virginica
+73,5.012215016668655,3.5984673633886013,1.405540544493799,0.20752850622184402,Iris-setosa
+74,5.10389154184765,3.494338137279194,1.398106450350964,0.20201389424978095,Iris-setosa
+75,4.803500472972932,3.0,1.401061264153961,0.3342960005952665,Iris-setosa
+76,5.39882572564672,3.3983100686535326,1.552389505596138,0.1944174459513764,Iris-setosa
+77,5.656655716241346,2.913772651408159,3.970257058421784,1.3028166775204248,Iris-versicolor
+78,5.806742234732376,3.0,4.248754603036173,1.3580597829910248,Iris-versicolor
+79,5.102418549924746,3.493646390808457,1.4010217824975788,0.20241229800109023,Iris-setosa
+80,4.910221767564397,2.427037787770025,3.424956472016565,1.0295539223136585,Iris-versicolor
+81,4.7828743267572476,3.380181209897586,1.6362988023776557,0.20229102333078053,Iris-setosa
+82,6.103427957083751,2.5976234061314596,5.598607543627513,1.394590044921639,Iris-virginica
+83,5.654347455744316,2.963592299646958,4.158213186805835,1.293284442963765,Iris-versicolor
+84,4.90490254950145,2.3944546892438714,3.2891546192942034,0.9923021164962678,Iris-versicolor
+85,5.7635718050609945,2.757447948372728,4.100843018513632,1.0255417609332864,Iris-versicolor
+86,5.307656180695547,3.6721635237661263,1.4989231019432765,0.19822033084718632,Iris-setosa
+87,5.2014927549384895,3.4143088289868357,1.3747313656269604,0.2032626527690758,Iris-setosa
+88,5.434760638593239,3.3985438432746995,1.6865687901555588,0.20024780020367935,Iris-setosa
+89,4.825679870051777,3.382074468919784,1.7054811905073837,0.19545893163503456,Iris-setosa
+90,6.097827513189332,3.366893844875117,4.578583743043313,1.5686225262932323,Iris-versicolor
+91,6.7894998479848585,3.1990701605798897,5.821121192387548,2.298383272464576,Iris-virginica
+92,5.721212398195689,2.613226143325987,4.072591078141927,1.0606084933220155,Iris-versicolor
+93,4.400000488982436,2.9002895975683938,1.403730891696369,0.19657311904941965,Iris-setosa
+94,6.68305422880688,3.276319156213259,5.679648357886871,2.4999994931346836,Iris-virginica
+95,7.666625876368639,2.591358882548886,6.8999989645530615,2.293632410197111,Iris-virginica
+96,5.191804901057523,2.693635088006625,3.824295551806038,1.3975588582651335,Iris-versicolor
+97,4.4,3.0,1.3471799226596066,0.20000742790009957,Iris-setosa
+98,5.609156754809099,3.0,4.108181139919758,1.3048425604694598,Iris-versicolor
+99,6.014732513908928,2.6761707844283023,5.066348214005542,1.619707773471271,Iris-versicolor
+100,4.612576246569155,3.398075438455126,1.3859371222971755,0.3140544361898397,Iris-setosa
+101,6.357698995269746,2.8800439068841173,4.304511624552661,1.2923655300999255,Iris-versicolor
+102,6.707971425555357,3.2947364695939734,5.703502687818064,2.5,Iris-virginica
+103,4.400000681091795,2.906824510149094,1.4013807892227717,0.20265880986778873,Iris-setosa
+104,6.299511112656549,2.480041312660005,4.905866565885521,1.523413596046122,Iris-versicolor
+105,5.959063073669106,2.202103619376581,4.967950670721189,1.5034519732569744,Iris-virginica
+106,4.604360060895978,3.5878713669426743,1.0000004372977804,0.1957176254557065,Iris-setosa
+107,5.420967085709791,3.39343485064362,1.7751750037542613,0.1965986254808177,Iris-setosa
+108,4.607536705719294,3.6094215717241074,1.0000004317660636,0.19642684623897927,Iris-setosa
+109,6.530838143000236,2.980828127945237,4.3310357672230815,1.3596625381277196,Iris-versicolor
+110,4.4,3.1859386103618528,1.2801742916254333,0.20148558262382818,Iris-setosa
+111,5.026749665609684,2.4386104916592446,2.8967502671968943,1.0511697887913096,Iris-versicolor
+112,4.828184375625864,3.0,1.4044980602909294,0.1,Iris-setosa
+113,5.900106135727485,3.0,5.111040571823867,1.7957741587131362,Iris-virginica
+114,6.262483694214513,2.508677955142805,5.144181493015526,1.9196456952595917,Iris-virginica
+115,7.9,3.807492654160848,6.4011301179451925,2.029829804920242,Iris-virginica
+116,6.814601187966937,3.2068435988907553,5.788756192862683,2.3012736475745528,Iris-virginica
+117,5.2007027114607665,2.4820279638740788,3.1985547598646553,1.082927747300006,Iris-versicolor
+118,6.691815202694091,3.2815911426233098,5.709710215778563,2.49999960741245,Iris-virginica
+119,5.899393414708821,3.0,5.08861365503266,1.7898999480450168,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/28/test.csv b/iris/tab_ddpm/8_3/28/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/28/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/28/train.csv b/iris/tab_ddpm/8_3/28/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/28/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/28/val.csv b/iris/tab_ddpm/8_3/28/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/28/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/29/synth.csv b/iris/tab_ddpm/8_3/29/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2de010656e0955f3339b3ae7cfca82c8a89b0343
--- /dev/null
+++ b/iris/tab_ddpm/8_3/29/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.798641911546374,3.0,5.480401811686363,2.116991495255792,Iris-virginica
+1,5.521265839127214,2.609957058466426,4.410138239877199,1.1987176469980456,Iris-versicolor
+2,4.911045876764292,3.0,1.37636472747948,0.19950992720746186,Iris-setosa
+3,5.164676827179735,3.4601694019942837,1.4003196037120695,0.20452884013103928,Iris-setosa
+4,5.453283001506419,3.9,1.2984248195091759,0.4347040370697382,Iris-setosa
+5,5.764112540776036,2.755031418890164,4.198565338647403,1.1026968691573864,Iris-versicolor
+6,4.496554127741039,2.321878598621612,1.300829416472367,0.2890980562002638,Iris-setosa
+7,6.205889280134414,2.5411667998693654,4.9671797162556,1.5233101977119692,Iris-versicolor
+8,4.597054369261055,3.615450577881319,1.0,0.19560133209884129,Iris-setosa
+9,6.306042044929246,2.327518833896325,4.39761298353999,1.308384595914592,Iris-versicolor
+10,5.612603047171878,3.0,4.109401475730401,1.2805395014217076,Iris-versicolor
+11,5.000352424090179,3.582469946422175,1.4055622887654164,0.19934553282265616,Iris-setosa
+12,5.783333475632231,2.911059405224226,4.3666349768514126,1.3406266214900702,Iris-versicolor
+13,5.488323538988936,3.9,1.3360318823763122,0.3875737673035747,Iris-setosa
+14,6.305979186453209,2.5062488446755364,4.917157715172928,1.5077034260415774,Iris-versicolor
+15,5.094934614386494,3.6917594918623946,1.4978193411972183,0.43081568261927167,Iris-setosa
+16,4.821996545759045,3.0,1.372508158808204,0.1,Iris-setosa
+17,6.707977414331359,3.303077774067806,5.699419186306636,2.5,Iris-virginica
+18,4.720071689538207,3.3674660259871128,1.4579093632673756,0.21906303485749573,Iris-setosa
+19,5.401569264055807,3.899999523923725,1.3247660772802385,0.3959535157182333,Iris-setosa
+20,5.090818465426713,3.6469318868774048,1.4258426679700995,0.20042149463783937,Iris-setosa
+21,6.029104296981831,3.38937664160582,4.5097812026677735,1.6109995563945385,Iris-versicolor
+22,5.651817001265226,2.9130596119332357,4.04211116127555,1.3029268967305794,Iris-versicolor
+23,6.302582236905445,3.387948777130701,5.601212677889846,2.39404487064752,Iris-virginica
+24,6.897847077618,3.1064492992457358,5.140009838119762,2.311978895630874,Iris-virginica
+25,7.550494633128002,3.0,6.515065718768672,2.1278215010783668,Iris-virginica
+26,6.063100050642664,2.5738456122032174,5.537007567838484,1.3957247790190188,Iris-virginica
+27,5.658602007720271,2.7956359656201517,4.45395343016782,1.2944315022461046,Iris-versicolor
+28,6.309397130172302,2.2786139616392918,4.394351820763706,1.305860260519901,Iris-versicolor
+29,6.824330158959228,3.181384429394656,5.775994552209363,2.2862349583769817,Iris-virginica
+30,5.059105665819715,3.5146716745741355,1.3881315478384662,0.20123801935784635,Iris-setosa
+31,5.41569513289271,3.9,1.3047023934411321,0.42745897521777965,Iris-setosa
+32,5.2506770477996945,3.68946943377988,1.4724673930790748,0.19650800737063445,Iris-setosa
+33,7.691973050526863,2.8130427689487103,6.696370022182109,1.9978506845102464,Iris-virginica
+34,7.603519383610865,3.0,6.604718027047933,2.102378963822592,Iris-virginica
+35,4.894827600892682,3.0969704736908445,1.4987586105235187,0.1,Iris-setosa
+36,6.207171232693745,3.331253682801333,4.639910088876304,1.614634676275189,Iris-versicolor
+37,6.806553315188116,3.181369332532284,5.805461099920899,2.29676500882799,Iris-virginica
+38,4.869353589531597,3.0,1.400598951714923,0.20116887145150134,Iris-setosa
+39,6.302799243000794,2.2950106251032656,4.380946640178475,1.3000389567156936,Iris-versicolor
+40,5.897897204760026,3.0,4.157553098762567,1.4880509147075587,Iris-versicolor
+41,5.0891186498166014,3.503470316737246,1.3869409908613766,0.27259812553629265,Iris-setosa
+42,6.999374367072441,3.0,5.741974773515229,2.119541539093708,Iris-virginica
+43,5.103401993762867,3.501206185511805,1.386590645239692,0.31493714717192856,Iris-setosa
+44,6.382617898166276,2.96899064528977,5.566981104277036,1.799387792276006,Iris-virginica
+45,6.607252524323506,3.0,4.425852582534829,1.4121925814587901,Iris-versicolor
+46,5.996445693069128,2.856154782754951,4.524209465779601,1.5052112110278477,Iris-versicolor
+47,7.345810805411132,2.920056481999693,6.366140118850726,1.8068709847677167,Iris-virginica
+48,5.576466747332466,2.926799091830482,3.6516482034474382,1.2795495846144127,Iris-versicolor
+49,5.457159545937654,3.8999996202036638,1.2917612318788319,0.4410664625505674,Iris-setosa
+50,6.252774758392212,3.1760741400134043,4.677400015779101,1.5187182095693088,Iris-versicolor
+51,6.013906349601412,2.7876950108200873,5.434928248134691,1.7932171653564744,Iris-virginica
+52,4.997299931148994,3.614776032242349,1.3917582271398474,0.19854308826722838,Iris-setosa
+53,6.50879839566885,2.9861460579910535,4.349014973834755,1.3544354803630843,Iris-versicolor
+54,6.07906519769324,2.596118439706854,5.591932491991778,1.4012606639413996,Iris-virginica
+55,4.994254146438081,2.0,3.480470671356834,1.018702331292202,Iris-versicolor
+56,6.1995245245110775,2.195856773418943,4.486847492945804,1.5024083419682472,Iris-versicolor
+57,6.001192799069723,2.705708056587669,5.103841905635858,1.5782947743210953,Iris-versicolor
+58,4.97893652106115,2.0,3.612829919516593,1.0479522074469414,Iris-versicolor
+59,5.363726212774491,3.408615714206125,1.4995236657271425,0.37982794100153844,Iris-setosa
+60,6.302331408161213,2.5104146294432983,4.884325927779689,1.498521599252795,Iris-versicolor
+61,5.369997404236456,3.3963122554548564,1.5147124161522436,0.20334210128528107,Iris-setosa
+62,4.769283801627477,3.0,1.383439895123368,0.1,Iris-setosa
+63,5.085760577917737,2.467519965218156,3.0816810973047097,1.0883914345891328,Iris-versicolor
+64,6.792016371212232,2.7891249764231762,4.765288803718669,1.3967086302184497,Iris-versicolor
+65,6.945937743906797,3.1021988163005063,5.089720944847032,2.3090113685191924,Iris-virginica
+66,6.551610880355602,3.1629696326873447,5.16734215020634,2.0130165614877322,Iris-virginica
+67,5.431552608245284,3.392633001373961,1.5970127149959321,0.4424695969188903,Iris-setosa
+68,5.003061610019279,3.401986093714583,1.6567181761307732,0.42391231313929745,Iris-setosa
+69,6.001641470990708,2.693693242292785,5.076714870277519,1.5895936094468273,Iris-versicolor
+70,6.421788026008725,2.91029831668949,4.295783542934701,1.3182444679740382,Iris-versicolor
+71,4.598105995210429,3.593202503587774,1.0000004887484915,0.20139598390158472,Iris-setosa
+72,6.873173124680674,3.168385471274782,5.757457673931175,2.276977757695767,Iris-virginica
+73,6.301341934302238,2.499899659987743,4.926102996631283,1.4978175712247377,Iris-versicolor
+74,6.772580263816393,3.1119428867772143,5.210920800993294,2.2342164907878796,Iris-virginica
+75,6.487978340348028,3.0,5.521866884705154,1.816921190667769,Iris-virginica
+76,5.977679132590542,2.8995952694746743,4.515007612283017,1.5016906676225905,Iris-versicolor
+77,5.13622897802847,3.796582034948203,1.5332442874878889,0.20463278624082498,Iris-setosa
+78,6.09286898667793,3.0,4.593691583041102,1.410062970161482,Iris-versicolor
+79,5.931656781115668,2.7345226971536,4.210463665052386,1.0555115729335263,Iris-versicolor
+80,5.900707649224133,3.0,4.198171153694823,1.4846412678989278,Iris-versicolor
+81,6.312029775946031,2.271936512629718,4.411708436853644,1.3094178652091795,Iris-versicolor
+82,6.909410113119269,3.055005528313736,5.400288891018807,2.2391663460666855,Iris-virginica
+83,4.400000512760182,3.0303054950808703,1.3574784374138997,0.19916445935080768,Iris-setosa
+84,4.91055331965298,2.428722518673849,3.394105329629297,1.0249214173812768,Iris-versicolor
+85,6.553042127368807,3.0,4.354857971753183,1.3767548023564362,Iris-versicolor
+86,5.6621607393787645,2.509865897696854,3.93518478277088,1.1227222621092738,Iris-versicolor
+87,6.204714234056164,2.197801907466582,4.4714563642611385,1.4936694786581466,Iris-versicolor
+88,5.7017233294534675,3.0,4.396873843957476,1.4991130346478823,Iris-versicolor
+89,6.300878259017557,2.8828186513671676,5.6070068564188835,1.7992139359798058,Iris-virginica
+90,6.216670083732392,2.1958104013840973,4.505750210779603,1.4999675460036201,Iris-versicolor
+91,7.7128287670812625,2.5901063838224427,6.9,2.29997841067817,Iris-virginica
+92,4.917053696180817,2.4301004931610004,3.290452409823441,1.0353187683087226,Iris-versicolor
+93,5.040935322703033,3.5421294680899384,1.4000678172293983,0.19805886336311784,Iris-setosa
+94,6.097269497304215,2.7968995225359388,4.706592354737935,1.1966983176363768,Iris-versicolor
+95,6.718909360852996,3.302390645367983,5.709708749163867,2.1003821628891135,Iris-virginica
+96,5.665186216099043,3.8019649914451428,1.7601515307207747,0.29096088487995836,Iris-setosa
+97,6.130427440369748,2.336279120112154,5.010374966759139,1.7019801065160118,Iris-virginica
+98,4.987118594926421,2.0000005408095562,3.518642038522295,1.010533273512642,Iris-versicolor
+99,7.531483665967164,3.0,6.531242754268251,2.102960026678259,Iris-virginica
+100,4.891713570916245,3.0,1.3800533309578131,0.19985401563253247,Iris-setosa
+101,4.911171591827062,3.0,1.3928222634576324,0.19921904161362974,Iris-setosa
+102,5.713275373951444,2.903603368560155,4.237878394478225,1.3023268645391417,Iris-versicolor
+103,6.508958054373229,3.1898520728573163,5.09816361507212,2.0058169676962274,Iris-virginica
+104,5.610108643610693,2.9613152949322816,3.6877203629246664,1.302322414721763,Iris-versicolor
+105,7.9,3.80282511205692,6.4152692796001585,1.9950007398098082,Iris-virginica
+106,6.301091513049965,2.324490197060876,4.434166741513519,1.3089482399170824,Iris-versicolor
+107,7.549982870254906,3.0,6.570462679814985,2.107796387321987,Iris-virginica
+108,5.478873350846147,2.589562643159845,4.3868604171003085,1.181917129588234,Iris-versicolor
+109,6.509369104800139,3.0,5.849977812574672,2.2043714153200527,Iris-virginica
+110,5.204243883629325,3.406766398958579,1.4015758855677143,0.19691016575228715,Iris-setosa
+111,6.203880187934504,2.1975336944197053,4.490396204412326,1.4975352627144307,Iris-versicolor
+112,5.603946687875423,2.9338852640084,3.804277647930787,1.3001729176918255,Iris-versicolor
+113,5.052444289999867,3.5118234348372175,1.395417835534427,0.20655892709277726,Iris-setosa
+114,6.784926744539027,3.0,5.51254745348813,2.092602187380497,Iris-virginica
+115,5.500504453609259,2.408183091781944,3.6630723771486724,1.0119942944052613,Iris-versicolor
+116,7.69533351517922,2.5761114974993435,6.9,2.301219674326493,Iris-virginica
+117,6.493490121371934,3.2102446237728928,5.105513790608097,1.9900945047489236,Iris-virginica
+118,5.7218099736265495,2.8703410670757403,4.190530804910022,1.3069855038631248,Iris-versicolor
+119,4.813337347815312,3.0,1.402746871362689,0.10000009666871801,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/29/test.csv b/iris/tab_ddpm/8_3/29/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/29/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/29/train.csv b/iris/tab_ddpm/8_3/29/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/29/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/29/val.csv b/iris/tab_ddpm/8_3/29/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/29/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/3/synth.csv b/iris/tab_ddpm/8_3/3/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74f9a2bf430a592882a5311aac2c57e413fc5331
--- /dev/null
+++ b/iris/tab_ddpm/8_3/3/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.8161616767522695,3.4049838854561645,1.675176995675114,0.19954813982465736,Iris-setosa
+1,4.504794357364585,2.3136599711675956,1.303517374729579,0.31549804568527484,Iris-setosa
+2,6.757233815341291,3.265886835569805,5.695961467000992,2.189014964422389,Iris-virginica
+3,4.400000611740292,2.905640675801614,1.376741448621046,0.19968191790896667,Iris-setosa
+4,6.489499793755873,3.0,5.532792997945051,1.8048723076849011,Iris-virginica
+5,6.168090470897507,2.2212515051600663,4.478109894440604,1.4923516003802872,Iris-versicolor
+6,4.4,3.195770436926561,1.3037926655647323,0.20027065243765907,Iris-setosa
+7,5.996520473755559,2.796604173269882,4.724303139380048,1.526618480317065,Iris-versicolor
+8,4.994727259006474,2.0,3.519876607205318,0.9510108275870484,Iris-versicolor
+9,7.8999985757134175,3.793107487491554,6.390296450586573,1.9865818074921273,Iris-virginica
+10,5.4020218791984,3.8999995473415616,1.2957906307975517,0.44640504241629697,Iris-setosa
+11,6.023254179674698,2.711726564009749,5.048685765537425,1.6133120186396541,Iris-versicolor
+12,5.56727165926206,2.444133680903327,3.8265792239359744,1.036024830626011,Iris-versicolor
+13,5.549411112451588,3.0,3.9871372067219273,1.304353766661224,Iris-versicolor
+14,6.077452026896656,2.5942691638258126,5.61204777807196,1.4032700692735447,Iris-virginica
+15,5.054008327016395,3.535211635074577,1.4003678284037857,0.20981070935168877,Iris-setosa
+16,4.4,3.1385219905914505,1.3031355281097714,0.20290419666573956,Iris-setosa
+17,5.617629169664641,2.892263558408758,3.5815509848039917,1.3073107765243102,Iris-versicolor
+18,6.5133233840154166,3.2156450372459924,5.149519545573198,2.023992919371697,Iris-virginica
+19,5.108139101938246,3.8076793694516646,1.813473299759481,0.2014706814485353,Iris-setosa
+20,6.098767078910105,2.834404427217918,4.64499404869388,1.2092243990289155,Iris-versicolor
+21,6.203755824417281,2.211866158412824,4.572021000104579,1.5061165504558252,Iris-versicolor
+22,5.6813424437127935,3.794259778223638,1.5748222366496352,0.31806598721844354,Iris-setosa
+23,5.427852820654599,3.4082394527897804,1.551299179419873,0.20556751092076667,Iris-setosa
+24,5.994278238518779,2.692063035567332,5.020649167207987,1.5795318075438263,Iris-versicolor
+25,5.102223313446941,3.692105439319433,1.657266959564825,0.4307293524966925,Iris-setosa
+26,6.501916284703588,2.920324033095457,4.36905399755625,1.3261700724624577,Iris-versicolor
+27,5.623608148533419,3.0,4.445555854195133,1.4951269347728222,Iris-versicolor
+28,5.635547698946867,3.0,4.51371098250931,1.5120330007597034,Iris-versicolor
+29,6.399448480336642,3.3811922896108793,5.573174922677564,2.3839427218400195,Iris-virginica
+30,6.8894526618354,3.1088134903413374,5.149496714331656,2.3171040917756476,Iris-virginica
+31,4.892045146880132,3.0965978566451517,1.49607248087353,0.1000000935767632,Iris-setosa
+32,5.0098761906195115,3.58041226761111,1.4005496347611854,0.2024829990871485,Iris-setosa
+33,5.366953510724314,3.3842075039058264,1.4963925836854104,0.20133755638133913,Iris-setosa
+34,5.404319692194126,3.4044559360146383,1.498434477649153,0.37688708405250665,Iris-setosa
+35,7.709027618085073,2.613240983286982,6.9,2.3026857466562656,Iris-virginica
+36,4.604239187482729,3.5895556537500775,1.0,0.19584013103602993,Iris-setosa
+37,5.0372741633628575,2.0,3.4823180430736302,1.0396579975341873,Iris-versicolor
+38,4.994821988123749,2.0,3.536596214157883,1.024782950485818,Iris-versicolor
+39,6.799219194311951,3.2001456441794525,5.9394568281608064,2.2884353443367216,Iris-virginica
+40,5.650815829675183,3.0,4.473764201516769,1.501901801109069,Iris-versicolor
+41,5.8200113328003775,2.8846741069221453,4.479747090455602,1.3416896802122467,Iris-versicolor
+42,5.646357716299712,2.9309312187951377,3.7634631211953873,1.3058558245711003,Iris-versicolor
+43,5.595161555812767,3.0,4.110066417582051,1.2975675806975473,Iris-versicolor
+44,5.678603298796441,2.895940062680478,4.0446014607292184,1.3049804574773447,Iris-versicolor
+45,5.766716988918432,2.7974116897874355,4.238073968990849,1.2152106966116127,Iris-versicolor
+46,5.804734160155438,2.6982593575462936,4.090170055335811,1.001374061821971,Iris-versicolor
+47,5.582620079200046,3.0,4.516409997980204,1.4945163125704173,Iris-versicolor
+48,5.369127230893011,3.4021393284220105,1.496433670272533,0.40327222279007024,Iris-setosa
+49,4.4,3.1759927662501433,1.2835488824633852,0.20121767305416,Iris-setosa
+50,6.038819734128563,3.402041941474643,4.513129944767645,1.601205296242835,Iris-versicolor
+51,6.015381765146251,2.723184017830351,5.030539197465551,1.5476236372617695,Iris-versicolor
+52,7.296599102869186,2.9020324559061423,6.300337410382261,1.8163497302999576,Iris-virginica
+53,6.6983474717419105,3.100870177927707,4.6752008016514734,1.4910898707424813,Iris-versicolor
+54,5.847159883142108,2.708630479705716,4.224652037130478,1.0425160677301397,Iris-versicolor
+55,6.798042146300567,3.0,5.521850080061304,2.086406743440056,Iris-virginica
+56,6.246147778550182,3.291429011737478,4.674722379026004,1.551050752570953,Iris-versicolor
+57,6.289870926804399,2.480441841477647,4.867883124526358,1.4908776127325436,Iris-versicolor
+58,5.879595600301696,3.0,4.1971264349365205,1.4974986936946533,Iris-versicolor
+59,6.485730356806356,2.9794996302800563,4.334410974943478,1.3375640696647102,Iris-versicolor
+60,5.408897800923773,3.3933182677870124,1.581109905522407,0.19793969801846834,Iris-setosa
+61,6.287402296472983,2.4914691785116023,4.872897474201885,1.521749997446074,Iris-versicolor
+62,4.824415548870578,3.4002730342494614,1.5516512539424618,0.19831447132852797,Iris-setosa
+63,5.094157794323823,3.6958977337715617,1.499445385946394,0.41740209828350355,Iris-setosa
+64,5.155333150263398,3.7709689062821625,1.665316465959232,0.2007032815583568,Iris-setosa
+65,5.6963779109272235,2.810235632634018,4.512621793075008,1.301052308972037,Iris-versicolor
+66,5.283486906435528,3.679976689305703,1.4935722729899545,0.1984402575730335,Iris-setosa
+67,6.699858388294477,3.313742229864524,5.685899835593402,2.104789153389966,Iris-virginica
+68,6.820579386718373,3.0,5.53322022982484,2.0991209923217893,Iris-virginica
+69,5.0880818323754236,3.519925943933659,1.4023083519226784,0.1996743824234007,Iris-setosa
+70,4.5714262303962805,3.59039583866607,1.0,0.2041642350493041,Iris-setosa
+71,5.001930280640147,3.4063437012540545,1.536924082207021,0.3895090716938282,Iris-setosa
+72,6.294799743388586,2.315136465422351,4.368368295392439,1.3058369904356497,Iris-versicolor
+73,6.491282931383028,3.1826682582327317,5.132723080559696,2.0017768537537757,Iris-virginica
+74,7.321900960343239,2.876967353483574,6.3313562780666395,1.7800614953621157,Iris-virginica
+75,5.402223785977562,3.9,1.2911703976154596,0.43309571985703177,Iris-setosa
+76,5.792406513325787,2.709973969752353,4.187755286034975,1.0288247754530115,Iris-versicolor
+77,6.30498536961298,3.3027507357857773,4.667137652153838,1.613530629845115,Iris-versicolor
+78,4.588841675469661,3.3947391080492895,1.3959609567098268,0.30978889026936385,Iris-setosa
+79,4.607652601419194,3.4198987882646357,1.4034786368086152,0.3062817835427255,Iris-setosa
+80,7.206295592995762,3.0,6.04792588261478,2.057043226815119,Iris-virginica
+81,4.504746242488242,2.2783343109750516,1.3074627433208392,0.2998447300065201,Iris-setosa
+82,6.028219242976609,3.3872612571851946,4.512369284633265,1.5979226864086198,Iris-versicolor
+83,7.1947947864148425,3.0,6.0450866622010455,2.0841995649465765,Iris-virginica
+84,7.718843955259984,2.8131846438690777,6.686474718546638,2.0102032762415956,Iris-virginica
+85,4.893078395896097,3.068653153882581,1.467872081053685,0.1000001234426706,Iris-setosa
+86,6.300713812495653,3.2951664863955217,4.716639568884261,1.6086359938137265,Iris-versicolor
+87,4.980038562324357,2.0,3.4021393516392986,0.9591549510795001,Iris-versicolor
+88,7.6993090537061,2.6219393228016017,6.899998271498006,2.3229670058409777,Iris-virginica
+89,6.305051814562667,2.2930321349097516,4.438825928249599,1.268452082646225,Iris-versicolor
+90,6.204401452747641,2.1874868391255418,4.519122805316034,1.4908100775569868,Iris-versicolor
+91,5.609264541165287,2.734271682044565,4.4569331412854485,1.2717381232753424,Iris-versicolor
+92,5.515345662686636,2.5942883694790333,4.3679988031228785,1.2175832535024365,Iris-versicolor
+93,4.806767525567738,3.0,1.3918813012848177,0.1,Iris-setosa
+94,6.6800450172058605,3.0158143520751532,4.562883675818767,1.4686439854896367,Iris-versicolor
+95,5.878052471119185,2.8295735330864673,5.147776387203779,1.864555189898391,Iris-virginica
+96,6.910210361486585,3.105561716301267,5.149851623356803,2.293925834365135,Iris-virginica
+97,5.896619439955088,3.0,4.214673997293495,1.4983108317412792,Iris-versicolor
+98,5.180184290023676,3.3863608394598046,1.400261464777749,0.1984090090510789,Iris-setosa
+99,4.937918862410576,3.0,1.4008802003934162,0.19637475201661797,Iris-setosa
+100,5.632484486204218,3.0,4.48607176352682,1.4927662212632227,Iris-versicolor
+101,5.3944753907196805,3.4031138616084995,1.4960021587157828,0.41516431430099343,Iris-setosa
+102,6.258063317410987,2.36232251998017,4.778686108772758,1.4978831592872486,Iris-versicolor
+103,7.620293666223031,3.0,6.5952586184028,2.091380971166319,Iris-virginica
+104,6.907510388906644,3.096451410926036,5.09256319634426,2.297576267134068,Iris-virginica
+105,4.50238165281136,2.290630634778987,1.3006800776498384,0.31881865649635377,Iris-setosa
+106,6.472099697587693,3.0,5.5335221466743425,1.7893385483924902,Iris-virginica
+107,4.4000004678114495,2.9003921709357363,1.3790854295899853,0.19930261579713537,Iris-setosa
+108,5.267962682197622,2.702797187291419,3.797796963791256,1.3973864296454326,Iris-versicolor
+109,4.786489432646684,3.398753495930788,1.613519801285871,0.2014431209599741,Iris-setosa
+110,5.488601838760011,2.5929832110980526,4.403973917267169,1.1731497336957095,Iris-versicolor
+111,6.190040676870331,2.1883984749328573,4.498868705423587,1.49809660128907,Iris-versicolor
+112,6.0236794754039265,2.9235966641387363,4.485357614136379,1.4845441117064813,Iris-versicolor
+113,6.675862843949156,3.3044971901438567,5.680288268833972,2.5,Iris-virginica
+114,7.129762607631302,3.0,6.05290592348399,2.165594268015584,Iris-virginica
+115,6.389506769428743,2.8971792221455983,4.268960584934562,1.2711593091940834,Iris-versicolor
+116,4.904817417522759,3.0849754681625052,1.4926035821418315,0.1,Iris-setosa
+117,5.179999993538702,2.687336421469142,3.759002753444095,1.3895354066905854,Iris-versicolor
+118,4.4,3.23366933835737,1.2898713350917137,0.20709625639942358,Iris-setosa
+119,6.200845581156378,2.1967667570668095,4.465313909522276,1.4842515016397557,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/3/test.csv b/iris/tab_ddpm/8_3/3/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/3/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/3/train.csv b/iris/tab_ddpm/8_3/3/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/3/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/3/val.csv b/iris/tab_ddpm/8_3/3/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/3/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/4/synth.csv b/iris/tab_ddpm/8_3/4/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d7d646ae021332448c492b02a1e12b01b97720c
--- /dev/null
+++ b/iris/tab_ddpm/8_3/4/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.637496903447859,3.0,4.5040831455052865,1.4842580346415415,Iris-versicolor
+1,7.316834397741753,2.898585248812946,6.313793729685672,1.7836085896971108,Iris-virginica
+2,4.613792773070871,3.594344968205528,1.0000004111585918,0.2016615598115969,Iris-setosa
+3,7.417409685621153,3.0,6.408708877791206,2.1017283362740447,Iris-virginica
+4,6.40717439974799,2.9819449974107273,5.558016283315496,1.7955782023753115,Iris-virginica
+5,6.290518921845767,2.505174968036368,4.914552779379527,1.5009191055460507,Iris-versicolor
+6,6.336592012162893,2.4956356035900447,4.922296437003965,1.5076766249334215,Iris-versicolor
+7,6.291832661303555,2.4944229011956764,4.969828492304364,1.908776251061383,Iris-virginica
+8,4.627040267565298,3.4201430371005683,1.3895673614907416,0.35476830393400643,Iris-setosa
+9,6.00510989637564,2.903878230641355,4.479228260807478,1.5001186996667595,Iris-versicolor
+10,4.400000483141038,3.2043625555381627,1.3200225932018177,0.19867604244249748,Iris-setosa
+11,7.717055357768228,2.5781742543063553,6.9,2.2742781814850628,Iris-virginica
+12,6.718711175329892,3.126637871310691,4.706593954582327,1.501741470157079,Iris-versicolor
+13,4.809471205622777,3.0,1.4004784675358015,0.298933007300742,Iris-setosa
+14,5.61293438718832,2.8872662750369407,3.614682147926564,1.2805963181938083,Iris-versicolor
+15,5.945280110024965,2.8818830702009883,4.469461117526711,1.5034840999445254,Iris-versicolor
+16,5.9888361930722915,2.6976055916994124,5.051155327087509,1.597175173222611,Iris-versicolor
+17,6.70826461754714,3.304065231335006,5.718635612894789,2.1000845673764177,Iris-virginica
+18,5.828400718267044,2.6992912117942613,4.095739718974225,1.0202640534405523,Iris-versicolor
+19,4.818432319789525,3.0,1.39956136069266,0.2981446175239993,Iris-setosa
+20,4.6060755470308505,3.4139403707612423,1.3958624918340288,0.2943298382122707,Iris-setosa
+21,6.285175554489021,2.2882544534540132,4.3898631725658745,1.3008314118945723,Iris-versicolor
+22,6.306060157110472,2.5020814423774356,4.8725356180857196,1.497468674051302,Iris-versicolor
+23,5.392915310858782,3.401590323579036,1.5130577998549044,0.4018856439551938,Iris-setosa
+24,4.9812003286240065,2.0000006722733747,3.5333243134062897,1.0691169035105472,Iris-versicolor
+25,5.95603175015242,3.223682135595113,4.346178049692212,1.5241502535593932,Iris-versicolor
+26,5.015207704223145,2.0,3.526998449552966,1.0409411026952058,Iris-versicolor
+27,4.590488699624625,3.6217573385218857,1.0,0.19647917718220628,Iris-setosa
+28,7.695372762818189,2.795418801537258,6.702930519538809,2.0080809203501695,Iris-virginica
+29,6.32621560377161,2.478461537442593,4.912313922473852,1.4992434132301327,Iris-versicolor
+30,4.800702412349533,3.0,1.4013063204980958,0.1,Iris-setosa
+31,4.501216079884198,2.310001725956919,1.319471522738082,0.29788176240831865,Iris-setosa
+32,6.530779808038949,2.9998612429615914,4.33878519820191,1.372108967504358,Iris-versicolor
+33,5.006257021922557,2.0000004694857787,3.480115018615406,1.0005817293451313,Iris-versicolor
+34,4.889908792948305,3.0,1.4061308197865758,0.2007089873865274,Iris-setosa
+35,6.292411214411725,2.324155124853537,4.379602127193334,1.3016542061688319,Iris-versicolor
+36,6.966770400114225,3.1850445349658663,5.697164956669702,2.293239200875657,Iris-virginica
+37,6.333304465556139,3.413570023367608,5.600444358370892,2.4024483387129365,Iris-virginica
+38,4.80360892186017,3.398476260337335,1.5847349125424568,0.19780370117219082,Iris-setosa
+39,6.097120172096208,2.6084932582958573,5.611447687035088,1.405697558880685,Iris-virginica
+40,7.283850626900722,3.0,6.234339653286721,2.082365288450571,Iris-virginica
+41,7.267360299431428,2.918206970420672,6.243123841687709,1.8215014321543908,Iris-virginica
+42,6.210898076341404,2.2074634502115433,4.503236319451206,1.4999002911363646,Iris-versicolor
+43,5.627874401697274,2.905107065004026,3.8365429513610807,1.3026233699763758,Iris-versicolor
+44,5.08406968929557,3.807616435938651,1.567858246449186,0.19848761328908915,Iris-setosa
+45,4.800439403416503,3.4005885081912206,1.499350349214536,0.19980602718547621,Iris-setosa
+46,4.4,2.895169295379994,1.4029728127734722,0.20152238338481768,Iris-setosa
+47,6.238178921857395,3.3396055507208855,4.637317658331149,1.5579841653231086,Iris-versicolor
+48,5.409180986391157,3.409530953697084,1.617808051098276,0.19676609584823826,Iris-setosa
+49,7.577017395820657,3.0,6.600922880299693,2.1105451861633577,Iris-virginica
+50,6.961810230451901,3.105507475163058,5.117219726170389,2.307175443783615,Iris-virginica
+51,5.375667734798997,3.7395330694519027,1.5873474822254576,0.36601601494372704,Iris-setosa
+52,7.899998735239783,3.79393856823024,6.35693566774013,2.01444148174892,Iris-virginica
+53,4.9121899674123695,3.0950931883101434,1.509274867554693,0.10000010404736237,Iris-setosa
+54,6.284502108399293,2.297312301854949,4.401477696047012,1.30325649934212,Iris-versicolor
+55,5.89597425796981,3.0,4.146862942842749,1.4969757766452596,Iris-versicolor
+56,6.70521585550707,3.292422055884018,5.701579437845652,2.1029778100920717,Iris-virginica
+57,5.606440546013965,2.8843771970841847,3.6125642791775956,1.303676204125795,Iris-versicolor
+58,4.813796487529593,3.0,1.4004506289821361,0.10000009185208551,Iris-setosa
+59,6.297315002762418,2.2932297694195327,4.348145123022643,1.3081352724469488,Iris-versicolor
+60,6.018613643202567,2.2158120707971634,5.034924275359423,1.5100484444691007,Iris-virginica
+61,5.690557812949537,3.7926886070460606,1.5626594699378997,0.2959797020015489,Iris-setosa
+62,4.630644905528702,3.4028068170119,1.391543391066214,0.342034770513194,Iris-setosa
+63,5.7981215645164434,2.6879778236397325,5.132549321298262,1.9345557593828986,Iris-virginica
+64,5.583070925152183,2.4828153488523945,3.8740568604394934,1.0938245586253008,Iris-versicolor
+65,6.808254864518485,2.792410123019704,4.866979803607483,1.4127551374099387,Iris-versicolor
+66,6.57383866329141,3.0,5.502033785982769,1.8664108970849973,Iris-virginica
+67,6.297934709252541,2.3047312367600554,4.407974336959385,1.3019065838962787,Iris-versicolor
+68,5.682194881974343,3.79528984979155,1.7706663543078471,0.3255742646595836,Iris-setosa
+69,7.7021177135385415,2.5982710717603426,6.899998974080864,2.298441609968781,Iris-virginica
+70,6.685524305707174,3.1022957180716566,4.719525955942271,1.499803282780223,Iris-versicolor
+71,4.624896133951117,3.5921244547493654,1.0,0.19363561516526026,Iris-setosa
+72,4.635848444571532,3.4009733512590654,1.403586103885036,0.3138573042802212,Iris-setosa
+73,4.812056506294124,3.0,1.3945559144253763,0.2977099897377265,Iris-setosa
+74,5.408406907036206,3.393096031148453,1.4988373535701784,0.38486193965313203,Iris-setosa
+75,5.103624424067595,3.6928961189182563,1.7332685226042268,0.40386286224819273,Iris-setosa
+76,6.403522268597042,2.893890205285728,4.279768980385671,1.3048601485912577,Iris-versicolor
+77,5.21285163826894,2.7015426179294035,3.9113946874486687,1.4039012256400039,Iris-versicolor
+78,6.70910330626272,3.300953087538542,5.694907708962063,2.092394002314435,Iris-virginica
+79,6.277190156828183,2.3054851386665063,4.395133607975726,1.3032116636120339,Iris-versicolor
+80,5.712496714494774,2.787078448727413,4.50748713381149,1.2941429706442706,Iris-versicolor
+81,7.601028372404027,3.0,6.610444411514076,2.0944055199633307,Iris-virginica
+82,6.2729934224716475,3.4021509375898957,5.589341893953193,2.3976803923231835,Iris-virginica
+83,5.407210788627709,3.4000002076573983,1.6314420749608385,0.20028715667187097,Iris-setosa
+84,6.79874100924421,3.2028204933567967,5.886569897247536,2.3063705662735448,Iris-virginica
+85,6.311907071578498,2.508201630690921,4.983720634558952,1.894363761923861,Iris-virginica
+86,6.7018397663658105,3.2827089039662942,5.709012239818591,2.5,Iris-virginica
+87,5.099328157835672,3.8026448332592344,1.640745004430018,0.1924787458012444,Iris-setosa
+88,6.80865239228008,3.193908611338319,5.813031036533772,2.306218956482874,Iris-virginica
+89,6.269727188033423,2.8720987703078302,5.613306462495978,1.8012654548301652,Iris-virginica
+90,7.690434640288212,2.597907427110893,6.9,2.309786779275546,Iris-virginica
+91,5.482188021487353,2.3842378707897924,3.7285273418535256,1.0106532754594693,Iris-versicolor
+92,5.81917213751747,2.738300480471446,4.158173785543846,0.9719851691981589,Iris-versicolor
+93,5.073637391017326,3.589351112048631,1.4054666671431748,0.20186234257056798,Iris-setosa
+94,5.621948544186831,2.5195447441846426,3.9667994309560353,1.1200433496686166,Iris-versicolor
+95,4.592971898320485,3.6015555660765197,1.0,0.20769244610046997,Iris-setosa
+96,7.641949433159651,3.0,6.613191247956197,2.088520786168298,Iris-virginica
+97,5.596448462828398,3.0,4.481995302936323,1.5039735825931264,Iris-versicolor
+98,4.998446539511853,2.48055363984129,3.2744375682468068,1.0775364803173237,Iris-versicolor
+99,5.492751870240928,2.602575949924235,4.386112781134673,1.1970136053205915,Iris-versicolor
+100,5.217276793872015,2.694470569157949,3.9494814015643813,1.3961354221797888,Iris-versicolor
+101,6.07692420205062,2.595933908914697,5.590251462821392,1.4246348830596545,Iris-virginica
+102,4.600016945681882,3.615790736619172,1.0000003623752556,0.20142847320714163,Iris-setosa
+103,4.601395756078055,3.6053357851773775,1.000000473546966,0.19331872766169994,Iris-setosa
+104,5.000843679310582,3.6201258652470045,1.3883145673598467,0.19899880107625156,Iris-setosa
+105,4.4,2.8992160839707877,1.4016265842358653,0.20041644223542718,Iris-setosa
+106,5.649406313220256,2.8801972967378457,3.7702682255401583,1.306078743696678,Iris-versicolor
+107,4.9859591657240685,3.6113753646924733,1.4006478001398517,0.2022890664178528,Iris-setosa
+108,5.999151459237338,2.2000389356290415,4.985951235909886,1.5110480857391053,Iris-virginica
+109,6.701976018505477,3.291079407190497,5.704918275634849,2.1148954775096693,Iris-virginica
+110,6.294956115716714,2.3010339868750043,4.382966702449679,1.2693225511084059,Iris-versicolor
+111,6.782510165464609,2.800820620564526,4.78666275149015,1.4052546115204516,Iris-versicolor
+112,4.400000589829659,3.112478183983576,1.3309493439037225,0.20043611272094564,Iris-setosa
+113,6.49675498463671,3.0,5.4588367028485,1.7951997818547116,Iris-virginica
+114,6.699069759153922,3.1113747713680424,4.687357454800831,1.5113438393279066,Iris-versicolor
+115,6.13081219675068,2.5933257120291957,5.622059404617845,1.412327638780708,Iris-virginica
+116,6.67569026033941,2.5004441111478144,5.816988076606217,1.786567474283093,Iris-virginica
+117,7.704073190738868,2.5772605851908783,6.9,2.3032597948212548,Iris-virginica
+118,6.797265523244976,3.209868982909457,5.889215470759077,2.3004187053117455,Iris-virginica
+119,5.54598032194487,2.4343185412606454,3.800056930581415,1.0483355108019647,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/4/test.csv b/iris/tab_ddpm/8_3/4/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/4/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/4/train.csv b/iris/tab_ddpm/8_3/4/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/4/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/4/val.csv b/iris/tab_ddpm/8_3/4/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/4/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/5/synth.csv b/iris/tab_ddpm/8_3/5/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef4cb3a6b24f7621fd75d5cd93da0c2a225613e6
--- /dev/null
+++ b/iris/tab_ddpm/8_3/5/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.6442994528268375,2.938872650704643,3.6849809289966413,1.325692154374861,Iris-versicolor
+1,4.809141695658719,3.0,1.4090282563846297,0.1000000995311026,Iris-setosa
+2,6.221182558258059,2.2329147835186687,4.556186461533517,1.4946664270333907,Iris-versicolor
+3,5.506611566285232,2.6119616595745137,4.395704839099784,1.2207106835668875,Iris-versicolor
+4,4.792408298170463,3.3956751460848666,1.6631266693866935,0.20301749483223214,Iris-setosa
+5,6.710825097654562,2.4977592159355977,5.821857346636927,1.8100809796563626,Iris-virginica
+6,5.70320715535171,2.773198022126148,4.514124128266346,1.2795149432360902,Iris-versicolor
+7,6.921002797890509,3.2001924556328403,5.693238557468286,2.3056713625799343,Iris-virginica
+8,7.572462447902494,3.0,6.563417574116706,2.090592890619173,Iris-virginica
+9,5.964364872166742,3.415324625384885,4.4908600594614185,1.5933849383210654,Iris-versicolor
+10,5.544435852208752,2.4232400033849126,3.811057927780688,1.0662952645657837,Iris-versicolor
+11,4.914108213432738,2.421511793647942,3.156572400534665,1.0175154496500873,Iris-versicolor
+12,5.994548681109805,2.1781643167364004,5.021196286972277,1.4925464144749359,Iris-virginica
+13,5.382434301958493,3.41612424976822,1.7117365185708535,0.1994279303126825,Iris-setosa
+14,4.900086284429572,3.129815746973432,1.4977544037733914,0.10000011044228693,Iris-setosa
+15,6.0023639448180255,2.872268886333764,4.537594896925615,1.5143733382599902,Iris-versicolor
+16,6.086463350075237,3.3763109267553464,4.545285179685231,1.595934874365714,Iris-versicolor
+17,6.0680337773973605,2.7963250473642405,4.693175660717198,1.2080542461603898,Iris-versicolor
+18,7.0449155959565,3.0,5.851556021149379,2.0710902916268847,Iris-virginica
+19,6.708424890023046,3.1162011142508996,4.719320430881285,1.4910072203142168,Iris-versicolor
+20,6.800821082569896,2.795616494447484,4.814061709993027,1.4083217746206813,Iris-versicolor
+21,5.011613872134281,2.000000562305187,3.469662317396957,0.9673586764550437,Iris-versicolor
+22,4.4,3.1767690590049646,1.3037121304890689,0.20037191435555815,Iris-setosa
+23,5.961942026644575,2.8412538298241268,4.571293698985423,1.5060636441532147,Iris-versicolor
+24,6.528526110245722,3.2085493169642394,5.087528774832637,1.9981889698529187,Iris-virginica
+25,4.400000528388111,3.2127871517916855,1.2833220537072165,0.20265906253390775,Iris-setosa
+26,5.109630956820819,3.502591494193809,1.4019805211415641,0.27654032420743807,Iris-setosa
+27,4.984060274318827,3.607000133937218,1.3989412922273075,0.19555669319529717,Iris-setosa
+28,6.659249613351148,3.122188227602155,4.65896395750474,1.506328556291075,Iris-versicolor
+29,6.499259570021588,3.0,5.795550185785088,2.2019749614439075,Iris-virginica
+30,6.284802432366593,2.960826676358478,5.521083866294291,1.7632555131351055,Iris-virginica
+31,6.863176143197779,3.0271768270373767,5.243337164820687,2.238006796744016,Iris-virginica
+32,4.990488243708128,3.5713754713072268,1.400733552065662,0.20159552598330374,Iris-setosa
+33,5.925585941199923,3.0,4.127975292411006,1.4975227882490914,Iris-versicolor
+34,6.506322279885862,3.0,5.788925765129095,2.195507539468799,Iris-virginica
+35,4.400000486370712,3.1796763736818714,1.3182788822495033,0.20423102189601125,Iris-setosa
+36,5.179305339888131,2.6915800714037617,3.8644264024702495,1.4026895772514036,Iris-versicolor
+37,6.77375905858954,3.2020260588218235,5.83938613989303,2.2868683528496874,Iris-virginica
+38,4.612743619194521,3.402305192404389,1.4072539342080352,0.2999535810785794,Iris-setosa
+39,5.509298122297923,2.3795048319210412,3.7395580245538547,1.03077002147818,Iris-versicolor
+40,5.630720199810211,2.5427410446464487,3.9123391290162637,1.0866904380546787,Iris-versicolor
+41,5.004272089484032,2.000000468688768,3.5059555798302817,1.00920101536104,Iris-versicolor
+42,6.69332252036534,2.5014457316727055,5.813315947070421,1.7970261994173153,Iris-virginica
+43,6.688750102631291,3.2673783845095863,5.73519715124367,2.159477333440324,Iris-virginica
+44,6.796555080797872,2.8058629306358718,4.811546452106473,1.4081321135714664,Iris-versicolor
+45,6.031574088249827,2.6815206381465244,5.090817515790527,1.6050393971742651,Iris-versicolor
+46,5.408670591907883,3.4040508335980877,1.737802959082576,0.2037588326733743,Iris-setosa
+47,5.224811851577432,3.397580858909296,1.392332473214939,0.19435412192769244,Iris-setosa
+48,5.184211030286971,2.554994342741355,3.395557252013419,1.2390800094321,Iris-versicolor
+49,4.587494281484701,3.5884640396604457,1.0,0.19604524970556356,Iris-setosa
+50,5.988259480139855,2.1936737280676413,4.9838501288786885,1.4903598889706766,Iris-virginica
+51,5.667921348053001,3.794467930129449,1.653229692416223,0.3081814718084001,Iris-setosa
+52,5.998152495792969,2.6774819898381006,5.016857515874718,1.6231678240959244,Iris-versicolor
+53,5.291661296030052,3.4312044884156863,1.469759278350403,0.43333698500090645,Iris-setosa
+54,5.687620228730429,3.7946126709243373,1.6443979482096518,0.2939407190083195,Iris-setosa
+55,6.021365362689706,2.702517870472503,5.148075785554285,1.6315893216690172,Iris-versicolor
+56,5.098153149093232,3.6976701764471795,1.5271710609618518,0.39361192623181995,Iris-setosa
+57,7.713734847809924,2.6078400500700307,6.8999985422024075,2.3078677011311797,Iris-virginica
+58,6.292773203579776,2.5133308748203915,4.944897652903098,1.5053348426658435,Iris-versicolor
+59,5.507818632030309,2.394476667407295,3.6191603305701663,0.9760533718842075,Iris-versicolor
+60,5.20019727997669,3.403162972393902,1.402441696052758,0.20025711328931572,Iris-setosa
+61,7.287795578730037,2.9007785360186293,6.330243331706578,1.7887433847112484,Iris-virginica
+62,6.665850268357932,3.040302460134185,5.799832653547749,2.24902568398207,Iris-virginica
+63,4.9022780482560595,3.113731388619889,1.6227783838359646,0.10000012587609432,Iris-setosa
+64,4.78638874526576,3.0,1.392277815064928,0.3162118351842952,Iris-setosa
+65,5.884373006225531,2.6905596534032186,5.095128324905232,1.854052533354827,Iris-virginica
+66,6.0543645255560445,2.6851126627919344,5.112978345975892,1.5923884245944555,Iris-versicolor
+67,6.3305608597489025,3.383497037854015,5.618501059068502,2.391519928644488,Iris-virginica
+68,6.117765230285929,2.6074087829281347,5.580830919976866,1.41700720819932,Iris-virginica
+69,6.117241272812297,2.8074621024250135,4.655537523811726,1.1861767223553734,Iris-versicolor
+70,6.3051466957939635,3.4066604568338756,5.592162860962578,2.400439280049749,Iris-virginica
+71,5.941161666060693,3.4033560106683067,4.493250768251669,1.5977050456651127,Iris-versicolor
+72,6.267286156162877,2.273282976144296,4.409221719591027,1.318108077118802,Iris-versicolor
+73,5.54187545017254,2.4402164842263616,3.725160474349087,1.0227513315034995,Iris-versicolor
+74,6.426372539092685,2.912112414719191,4.296960696542235,1.3094531100947755,Iris-versicolor
+75,4.400000563651686,3.1758685128583695,1.2868233062276766,0.20034281994764713,Iris-setosa
+76,5.728364909735795,2.875603158773894,4.311374825358543,1.3024363930429999,Iris-versicolor
+77,6.711110781973936,3.0965556122261835,4.689347062868844,1.5040613942297985,Iris-versicolor
+78,5.088334835489183,3.797174290103304,1.6756973469414997,0.20084237032682908,Iris-setosa
+79,7.708489377329129,2.584774180555321,6.9,2.2924108045402654,Iris-virginica
+80,5.83744775410673,2.6894157655272117,3.9859788309940125,0.9663714758010704,Iris-versicolor
+81,7.675315290893147,2.5869538606941442,6.9,2.3045845876041033,Iris-virginica
+82,5.634954260908828,2.744110543149956,4.473644376416238,1.300340965607263,Iris-versicolor
+83,5.622255678669088,3.0,4.418099759580485,1.4942438365196355,Iris-versicolor
+84,5.6843516047326395,2.937441514536746,4.196731171848563,1.294860926289488,Iris-versicolor
+85,4.80348591289423,3.3990742361650783,1.6960516801781094,0.19426123240805424,Iris-setosa
+86,5.40264847698552,3.4044055223536605,1.580589998160186,0.3909123269683181,Iris-setosa
+87,5.6310016394034506,2.905637625946162,3.6791992262837407,1.2953722003790464,Iris-versicolor
+88,7.245793792955402,3.0,6.157280200249666,2.134029057175911,Iris-virginica
+89,5.678584574303538,2.6651952273088066,4.303829056353914,1.1335178689799672,Iris-versicolor
+90,5.205092849831786,2.692835777474964,3.9293468096844415,1.4058047916448768,Iris-versicolor
+91,6.660141749537951,3.0207156193029543,4.559914411282452,1.4700546911660146,Iris-versicolor
+92,6.629850093822825,2.862097898545963,4.5723981177692,1.3607506712199577,Iris-versicolor
+93,6.0444166831988495,2.5826450608502585,5.571201515508494,1.4013106589471682,Iris-virginica
+94,4.400000490588136,2.9031731174419972,1.4003738233941216,0.20673183119826796,Iris-setosa
+95,6.1798533121960375,2.2009609964291013,4.503594641912411,1.4895115829917345,Iris-versicolor
+96,5.701703270829743,2.8295561825519324,4.437904592757057,1.3007698063977229,Iris-versicolor
+97,6.528541013231114,3.0,5.50372185297741,1.899577868098175,Iris-virginica
+98,6.5351061120764085,3.0,5.458148831234021,1.8495773761605732,Iris-virginica
+99,6.1128440653091864,2.793402835491422,4.693434463546478,1.1916111427251614,Iris-versicolor
+100,5.6105448775655615,2.86999425934189,3.646327046837509,1.3000562622570149,Iris-versicolor
+101,5.075308067195272,3.5103450006455734,1.3887586796106972,0.20092417073472457,Iris-setosa
+102,5.6888466263474005,2.6014295327559633,4.023338313713122,1.040148618981428,Iris-versicolor
+103,4.9976427174633145,3.4065205292616585,1.7250097143747383,0.3233633390073195,Iris-setosa
+104,6.2007532229943365,2.194040521277063,4.464868522075318,1.4952953099901298,Iris-versicolor
+105,6.813627542453435,2.791074347078739,4.790358219180884,1.3966698862969553,Iris-versicolor
+106,5.17496932085774,3.72711470874087,1.4789943098386074,0.20243438006330836,Iris-setosa
+107,5.399643274562997,3.899999579510474,1.278770697278821,0.3742702845910077,Iris-setosa
+108,4.400000473006318,3.1818677042893366,1.30572278359108,0.20378230680703344,Iris-setosa
+109,5.3778887164083535,3.4003607366082726,1.6299483040413505,0.2051799746825642,Iris-setosa
+110,6.503633030448887,3.192693688393598,5.128198786987584,1.9971928259007834,Iris-virginica
+111,5.007612501713487,3.4039632902575674,1.6194228992774318,0.400581990310153,Iris-setosa
+112,6.540320577471298,3.0,4.361369982437558,1.3736480079227262,Iris-versicolor
+113,5.617388832895854,2.5122921791814425,3.96255206150523,1.134545406952851,Iris-versicolor
+114,5.943961008936732,3.0,5.127034752482781,1.8070386796958593,Iris-virginica
+115,5.006055076988212,2.0000004991620255,3.4995810790525845,1.032246004290504,Iris-versicolor
+116,6.711170219014495,2.5075336640980765,5.819483173619575,1.8133360609164693,Iris-virginica
+117,6.28678035070387,3.3182318537653077,4.67473763272552,1.5873216569872246,Iris-versicolor
+118,6.687953069509227,3.266896329762961,5.6994981553476824,2.4999996169748258,Iris-virginica
+119,5.893157962601704,3.0,4.1634373669483615,1.4916666844428306,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/5/test.csv b/iris/tab_ddpm/8_3/5/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/5/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/5/train.csv b/iris/tab_ddpm/8_3/5/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/5/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/5/val.csv b/iris/tab_ddpm/8_3/5/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/5/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/6/synth.csv b/iris/tab_ddpm/8_3/6/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..571fee2d542d1e3cdf9267ba3eec1f1d2b4d60e4
--- /dev/null
+++ b/iris/tab_ddpm/8_3/6/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.81663911128607,2.701405685157513,4.143966510857513,1.0317400103001615,Iris-versicolor
+1,7.691006937321418,2.588446933510493,6.89999900002611,2.304323674427295,Iris-virginica
+2,6.242463466174553,2.5012576632988788,5.0504700912839295,1.8871790660790289,Iris-virginica
+3,5.625534634394804,3.0,4.4938457792341335,1.4990127939493667,Iris-versicolor
+4,5.717867456400162,2.8555549899123727,4.196441706186357,1.2360991057662094,Iris-versicolor
+5,6.332897832701646,2.5127265165081907,4.900890184701109,1.5053301672508954,Iris-versicolor
+6,5.14964869791226,3.7727863316766195,1.4991702086337786,0.20065663132102868,Iris-setosa
+7,6.698905773938012,3.288959784149332,5.693959283317499,2.5,Iris-virginica
+8,6.803728488237997,3.2021507361968378,5.755621923305016,2.2874739107500064,Iris-virginica
+9,6.709184455481392,3.286029241600073,5.710648924930737,2.1003928636611047,Iris-virginica
+10,4.986457082168358,2.0,3.4667548771518435,1.0158725477982347,Iris-versicolor
+11,4.769452768935256,3.0,1.3818945706489654,0.1,Iris-setosa
+12,6.879286268754982,3.100183093981813,5.127745793472912,2.2949423186518314,Iris-virginica
+13,6.690605902353062,3.0799873233460464,4.7043729920078,1.479204224650859,Iris-versicolor
+14,6.840957614962452,3.209765660535787,5.735516997923777,2.2895133292291634,Iris-virginica
+15,6.294935076304411,2.9171513708838934,5.596008014588102,1.814981752789746,Iris-virginica
+16,5.284344512492991,3.40634816634054,1.4953918382710811,0.44591345280504924,Iris-setosa
+17,4.9079989104038795,3.099144497253965,1.5841980100419348,0.10000011485776139,Iris-setosa
+18,6.290960636710878,2.4242877669815712,4.845406561556389,1.502431920873366,Iris-versicolor
+19,5.7083332091582175,3.80784466257164,1.7810278047171684,0.2949170844943534,Iris-setosa
+20,6.685438893641404,3.097638681980485,4.692793338417048,1.5003286531243918,Iris-versicolor
+21,6.758393925147944,3.0,5.584639901014255,2.1087673266431355,Iris-virginica
+22,6.794794692199173,3.198706077503459,5.912428240677973,2.3024659331511517,Iris-virginica
+23,5.009563914233608,3.399575464926392,1.6901733339967417,0.3879011896880895,Iris-setosa
+24,4.801617428072511,3.0,1.3936102520535534,0.2981476840363577,Iris-setosa
+25,7.656880536187418,2.8251272373446294,6.6649482899456824,1.9238708738864103,Iris-virginica
+26,6.306580300347284,2.5003633707202706,4.933671596249998,1.498062711233517,Iris-versicolor
+27,5.200374585842343,3.4007600927931434,1.3859973953383649,0.20421128665987962,Iris-setosa
+28,6.503905723767672,3.1951806971813026,5.091172720920713,1.9988646859002213,Iris-virginica
+29,6.003188296396165,2.700394419792503,5.123127329331977,1.5933847584867284,Iris-versicolor
+30,6.488756021366588,3.0,5.8403126801458765,2.2121238010112783,Iris-virginica
+31,5.393984453777058,3.9,1.289641372993636,0.3916413858093276,Iris-setosa
+32,5.86435933531135,3.0,4.238769192873125,1.5112131867767076,Iris-versicolor
+33,6.29528868545151,2.505603772370234,5.01485987973641,1.9047596086140504,Iris-virginica
+34,6.327575664542154,3.387051516518536,5.611381251661127,2.404485130407931,Iris-virginica
+35,4.822403335429177,3.0,1.4014679178753784,0.2980718404091556,Iris-setosa
+36,6.683992847333805,3.2941427465011173,5.687814822899195,2.1066259329979804,Iris-virginica
+37,6.799573765673585,2.7840761798510187,4.785022591888631,1.3958282328940084,Iris-versicolor
+38,6.461544600924957,2.936356771943494,4.330357169743625,1.329486892087766,Iris-versicolor
+39,4.826357173267895,3.0,1.4018207106693394,0.323242746031942,Iris-setosa
+40,6.502169215544831,3.0,5.471585390209346,1.797236488631359,Iris-virginica
+41,6.7131763794413,3.311503986733271,5.7017889964767265,2.5,Iris-virginica
+42,6.127401690499832,2.5938277953667415,5.602075988353464,1.4124890696571424,Iris-virginica
+43,4.891999983677723,3.1095582353734548,1.4930070892934149,0.1000001019439842,Iris-setosa
+44,6.686750416822308,3.0769833118503653,4.6665478090283345,1.5056015068136042,Iris-versicolor
+45,5.69892750318249,2.8012300014251683,4.478775783763787,1.3091977799335694,Iris-versicolor
+46,6.11341429994253,2.799559442298142,4.682765935232211,1.2300848370390294,Iris-versicolor
+47,5.8203002883900155,2.6926172730312086,5.007640421211548,1.92748636119073,Iris-virginica
+48,7.9,3.8105013538433323,6.399043658888145,1.9851163925848585,Iris-virginica
+49,6.579606559825142,3.1693432377332096,5.7673823955670285,2.2924095842930208,Iris-virginica
+50,4.400000450163778,2.9335012825315987,1.3857006665639346,0.20401997164006017,Iris-setosa
+51,5.880821561600645,3.0,4.208415097727935,1.4886468775576436,Iris-versicolor
+52,5.118001664969433,3.6922378768019293,1.5859784501326895,0.42332704339347726,Iris-setosa
+53,5.114703660255709,3.4954368803420484,1.4010170976675986,0.19965839786967712,Iris-setosa
+54,6.489740359952814,3.0,5.808186510734964,2.198195521647953,Iris-virginica
+55,6.70143456848139,3.262246070401901,5.702741813341881,2.499999549405128,Iris-virginica
+56,5.396155797880372,3.9,1.289209742410782,0.4656140051480096,Iris-setosa
+57,5.113663128887107,3.813114101872835,1.548392193120268,0.1963646563169354,Iris-setosa
+58,6.109744772232175,2.5961049384382324,5.592374375838054,1.4093796362390425,Iris-virginica
+59,5.2326671903451,2.687929686393758,3.9467737955883324,1.3966264618420605,Iris-versicolor
+60,5.410836253501975,3.388042210031519,1.62093533737729,0.3536189842119545,Iris-setosa
+61,6.280038548282236,2.889304293044991,5.57482029276297,1.8028803845660195,Iris-virginica
+62,6.705612811252314,3.268140575598703,5.715477722876721,2.142025078023857,Iris-virginica
+63,6.110151632308132,2.7946469882815315,4.685576028697073,1.2059433486129811,Iris-versicolor
+64,6.2639864764917705,3.309349272719405,4.672625618606582,1.59734631938362,Iris-versicolor
+65,4.4,2.8903342689560634,1.4055448254797893,0.1956557195401658,Iris-setosa
+66,6.474058176240447,3.0,5.34506445101152,1.8311532327267532,Iris-virginica
+67,5.558683906303098,3.0,4.081810586400351,1.2951912019498502,Iris-versicolor
+68,5.551979787304358,2.4288770432468656,3.791325077080368,1.0476770077779534,Iris-versicolor
+69,5.670771271063716,3.793735811651813,1.708951076508927,0.2978474264453551,Iris-setosa
+70,4.894756649525442,3.0,1.3848747082922626,0.19465342671219488,Iris-setosa
+71,6.333126364449793,3.2905509085432962,4.681702948412311,1.6091217701801996,Iris-versicolor
+72,5.588333444098043,3.0,4.5076658464505455,1.4975239322344658,Iris-versicolor
+73,5.008492206519919,2.0000008313130277,3.4994044225951573,0.9212065364814805,Iris-versicolor
+74,7.160790276049684,3.0,6.015142283977567,2.131467946540718,Iris-virginica
+75,4.918854534105123,2.421321428676939,3.0483642145959973,1.0084319983128402,Iris-versicolor
+76,6.888661780647641,3.0,5.546055786485099,2.1383318750159104,Iris-virginica
+77,6.1171428537387875,3.3856376593656985,4.611143520269211,1.6324489919900178,Iris-versicolor
+78,6.517705662134592,3.187938961085369,5.1140045064071815,2.0048996191945636,Iris-virginica
+79,6.684186337677744,3.0776228513157498,4.667641247930645,1.4927970105850374,Iris-versicolor
+80,6.255684728279846,2.3593776970973637,4.843210273078586,1.4996044450705206,Iris-versicolor
+81,7.703189775391617,2.8049362061158263,6.706761115068583,2.0109666594225906,Iris-virginica
+82,5.203523581235805,2.696561016112983,3.8822641320704516,1.4039323546963833,Iris-versicolor
+83,6.03990147709336,3.381329488189797,4.486944475336758,1.5859489288778446,Iris-versicolor
+84,5.189456486047323,2.6731032506463763,3.843087593660453,1.3853787551183834,Iris-versicolor
+85,5.821074980973491,2.7878782768436645,5.159767305134849,1.8697720316390924,Iris-virginica
+86,7.34052041397003,3.0,6.263185323780031,2.1108374437176742,Iris-virginica
+87,5.205892239731151,2.697359044615918,3.8734455323879664,1.3957102483959178,Iris-versicolor
+88,6.97789586604982,3.0,5.773950417797667,2.099477341469467,Iris-virginica
+89,6.00829478645662,2.8908661981133714,4.476975770568755,1.4990730008080346,Iris-versicolor
+90,6.601130593915765,3.0,5.41350479113583,1.9396345925717513,Iris-virginica
+91,5.690620216838319,3.7920333110544515,1.7762131877727905,0.2943988168017159,Iris-setosa
+92,7.342770383046794,3.0017468835219963,6.334219685711066,2.1813508126515035,Iris-virginica
+93,4.804770526345916,3.0,1.403779026605287,0.10000010903346121,Iris-setosa
+94,6.711141660300554,3.3040332554699803,5.711374442326728,2.08172609208646,Iris-virginica
+95,6.8911228636311055,3.184754343974704,5.737001229958766,2.3093005458968396,Iris-virginica
+96,6.443318527061957,3.0,4.436711383631754,1.3937077843727315,Iris-versicolor
+97,6.797521310298046,3.2148060275277808,5.814183514021555,2.2935218090529066,Iris-virginica
+98,6.268131805567757,2.241863401388682,4.444094548728431,1.3659957564098473,Iris-versicolor
+99,5.4110907184731944,3.3952455928374374,1.7600423605009305,0.20298268410813355,Iris-setosa
+100,4.922628986266185,3.0,1.4037679245201733,0.2026143995276199,Iris-setosa
+101,7.380867922083871,2.869791300164328,6.421334795255702,1.8369589937947255,Iris-virginica
+102,6.179013332100757,2.1926222871525325,4.512637019737617,1.494686149177102,Iris-versicolor
+103,5.015961300692153,2.000000609112772,3.5139321726198522,1.0023566328742275,Iris-versicolor
+104,5.91658157198308,3.0,4.200710098588815,1.5000686419313907,Iris-versicolor
+105,5.385376419723721,3.9,1.288443829232992,0.3725360405389817,Iris-setosa
+106,5.1486933689384236,2.5138105109806443,3.1454004554694057,1.0912307924299183,Iris-versicolor
+107,5.015850615450876,3.4066917533488392,1.7566845369342794,0.3681147697025576,Iris-setosa
+108,4.6010925359905865,3.5875441425957217,1.0000003620445226,0.20037291181330652,Iris-setosa
+109,6.2682803898663195,2.280000196916722,4.381179121144104,1.288868535558758,Iris-versicolor
+110,5.599281587910451,2.904885161235996,3.6373004744704884,1.3033144049695917,Iris-versicolor
+111,6.809974707332945,2.80241962925064,4.816603329955438,1.406306558344568,Iris-versicolor
+112,7.709582957240146,2.592649792356803,6.9,2.3122842768946836,Iris-virginica
+113,6.310742395365259,2.4950280608103936,5.047212635775521,1.8968769530225553,Iris-virginica
+114,7.294322837428706,2.8975779805658033,6.267160264969787,1.8055034814187076,Iris-virginica
+115,6.517065505503268,3.2102585525504557,5.116472148194592,1.9972487042405265,Iris-virginica
+116,5.0264186359027745,2.000000459576099,3.5086784404286737,1.0164028641261669,Iris-versicolor
+117,7.708874992470223,2.6022501829300237,6.899998621984473,2.3029156997824964,Iris-virginica
+118,7.326387581403933,2.969556740668896,6.39549999896834,1.9783227005168182,Iris-virginica
+119,5.986928765956401,2.8187698686225007,4.65228799543617,1.5124081473311168,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/6/test.csv b/iris/tab_ddpm/8_3/6/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/6/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/6/train.csv b/iris/tab_ddpm/8_3/6/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/6/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/6/val.csv b/iris/tab_ddpm/8_3/6/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/6/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/7/synth.csv b/iris/tab_ddpm/8_3/7/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b789e3c8387daee6395428c80310e7818cef4629
--- /dev/null
+++ b/iris/tab_ddpm/8_3/7/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.503093505054065,2.2880386201360414,1.3047065588504712,0.295095308541959,Iris-setosa
+1,4.795769338653823,3.0,1.4013779704663245,0.34004205409354954,Iris-setosa
+2,6.967346592172712,3.100231767004982,5.0819296036974935,2.2998902463162287,Iris-virginica
+3,5.590283396302266,2.912227331570884,3.6182052103857174,1.2974324110666238,Iris-versicolor
+4,6.850389736924784,3.1136525746282886,5.21667549086329,2.3033002442589035,Iris-virginica
+5,6.819647722179339,3.194815317382954,5.787311361906899,2.303123775046665,Iris-virginica
+6,4.998179835923512,3.400124529398138,1.5520945198983143,0.41741185560239036,Iris-setosa
+7,5.719044620862836,2.8599963501813472,4.1881904660872324,1.2597008837043946,Iris-versicolor
+8,6.335487167209178,3.403847336071553,5.6011693159659695,2.388785519807764,Iris-virginica
+9,5.8846934034370415,3.0,5.114882710603335,1.7994898192718538,Iris-virginica
+10,4.400000601807371,2.9194424361451206,1.396523313885385,0.208902001568109,Iris-setosa
+11,4.849210932102975,3.0,1.422087343351581,0.1,Iris-setosa
+12,4.991743092229543,3.4072262945717693,1.6026802883455615,0.38995676490129416,Iris-setosa
+13,4.609991524788813,3.6057679453246947,1.0000003602430503,0.19777583012302358,Iris-setosa
+14,4.593261868508544,3.589782253016643,1.0,0.204267515663417,Iris-setosa
+15,6.117117650027086,2.595166010321428,5.601779739606737,1.418638533246026,Iris-virginica
+16,4.400000514353508,2.9155989902742627,1.4006942835549712,0.20093152686495722,Iris-setosa
+17,6.283380210594984,2.4748476469323606,5.013671188515627,1.8865899985429573,Iris-virginica
+18,5.09297176178747,3.5014524325309515,1.400238190204404,0.2582098335597717,Iris-setosa
+19,6.302985237313329,2.8982780824108674,5.6022444587402465,1.787662392594772,Iris-virginica
+20,7.9,3.798900562787244,6.415720841554316,1.9888942368498082,Iris-virginica
+21,6.896365360219947,3.0943733387751045,5.104059062796675,2.3166036731780517,Iris-virginica
+22,6.085399919834075,3.0,4.634462532692395,1.3759440041251332,Iris-versicolor
+23,6.286903640177291,2.3008142938337834,4.3857903657708075,1.3048289665392723,Iris-versicolor
+24,6.726560982603748,2.4819752764518777,5.820612429436483,1.7956391778830232,Iris-virginica
+25,6.701540614318074,3.297661028806468,5.725924044934261,2.499999503524256,Iris-virginica
+26,7.7073781567186135,2.7767287386184236,6.734705721620699,2.0071207196484413,Iris-virginica
+27,7.690679160484675,2.789834249247762,6.691680969767588,1.9980415244970657,Iris-virginica
+28,5.116598284186102,3.501271487560205,1.388323899720573,0.35509675370983484,Iris-setosa
+29,5.911362616787137,3.0,5.082140189210822,1.8209484306797163,Iris-virginica
+30,6.135712492226189,2.9695943387640815,4.615697914072971,1.351902211045754,Iris-versicolor
+31,5.300854829003704,3.706743601339324,1.4938910576445215,0.20022346241855712,Iris-setosa
+32,5.013517778320016,2.0,3.4792470562528757,0.9882559763369607,Iris-versicolor
+33,6.010131435050978,2.189245789302965,4.991762607301484,1.4974799556151008,Iris-virginica
+34,6.578035215063362,3.098157586752506,4.5999818386325675,1.5014301051288217,Iris-versicolor
+35,4.4,3.223461426375947,1.3285579783811394,0.19901963470032483,Iris-setosa
+36,4.886678923521379,3.0,1.4012611405159137,0.19493669566653699,Iris-setosa
+37,5.288330729478878,3.6895432145228106,1.57029072404319,0.2002470324076265,Iris-setosa
+38,5.873959693704561,3.0,5.098771336066965,1.8071421559442262,Iris-virginica
+39,6.254433021831172,2.301146102966858,4.380364299363945,1.2711142369256367,Iris-versicolor
+40,6.692248531797331,3.074596571545081,4.686082279775311,1.5033023340611837,Iris-versicolor
+41,7.9,3.80765470626222,6.414706058833463,1.995078153417867,Iris-virginica
+42,6.305489865651872,2.316606439635387,4.375924903240379,1.3019835651902287,Iris-versicolor
+43,5.672890232568846,3.0,4.206025267467965,1.2954282204175882,Iris-versicolor
+44,5.090408045204952,3.4879368369483776,1.4032355026395384,0.3028551623217066,Iris-setosa
+45,4.908547157670371,3.124230796361126,1.5009114890800586,0.10000010303504225,Iris-setosa
+46,6.305777421011255,2.504531709327685,4.977983698471451,1.9038544000348228,Iris-virginica
+47,6.499697361311716,2.9396958323486007,4.330532603680263,1.350791446466671,Iris-versicolor
+48,5.001544979840588,2.000000527679777,3.5669515508523344,1.0057907809222957,Iris-versicolor
+49,6.792295424877784,3.167975147679174,5.830041432050382,2.29870655314018,Iris-virginica
+50,4.5836223634870805,3.6076008848691647,1.0000004350056702,0.20446529586379275,Iris-setosa
+51,6.141827100344682,2.818731470342307,4.710825402300743,1.182829667855133,Iris-versicolor
+52,4.5842383403347995,3.402550217523738,1.4002309215513193,0.3154227295274596,Iris-setosa
+53,6.722527261120282,2.4915933228762097,5.807343284082199,1.8036854595151208,Iris-virginica
+54,7.699644714856864,2.8005392659062984,6.688276525492988,1.9654731911616892,Iris-virginica
+55,6.6774443046304635,3.2956367415749677,5.691770324287809,2.5,Iris-virginica
+56,7.899998707183871,3.7966409480590966,6.366756729824559,1.985615395144283,Iris-virginica
+57,6.098294661413228,2.6029146544225896,5.612160373994727,1.3871209859785814,Iris-virginica
+58,6.301822639048787,2.4899679605538134,5.079008281917366,1.9102485406147744,Iris-virginica
+59,5.775691149684398,2.7123170559111087,5.15125420121711,1.8944550484114209,Iris-virginica
+60,7.689237934102547,2.6261324209138888,6.899998816597875,2.3127267192292638,Iris-virginica
+61,5.581260804104887,2.4653951568630683,3.885470572592582,1.0846251525359647,Iris-versicolor
+62,6.321862473989464,2.921124790329753,5.598661046267282,1.808792394977384,Iris-virginica
+63,5.540447470883268,2.4326389379607942,3.856539914970377,1.0272452888247738,Iris-versicolor
+64,5.792169273756198,2.70429540117306,4.07300333807204,1.0038484092933875,Iris-versicolor
+65,4.957867446932718,2.4328952054011523,3.01268542687312,1.0422128723899517,Iris-versicolor
+66,5.1364371934119415,3.478653048222197,1.3974619154619858,0.20106072279920414,Iris-setosa
+67,6.061885972087339,2.6717092273900254,5.111595871732086,1.5963767422364834,Iris-versicolor
+68,5.16586659060076,2.696533523793668,3.9337442052749845,1.3978250833417143,Iris-versicolor
+69,5.58787216217878,3.0,4.076058749126856,1.3020591052400494,Iris-versicolor
+70,5.588866547169398,3.0,4.15241990841365,1.3172914477347557,Iris-versicolor
+71,6.125365128276654,3.0,4.602836812439135,1.4277091252544336,Iris-versicolor
+72,5.136255686740036,3.7817194730328008,1.8474114540652096,0.20341165033905984,Iris-setosa
+73,5.42931621509908,3.9,1.3158843409340528,0.5536134270490705,Iris-setosa
+74,5.66557130604842,3.7873792755141205,1.4997365894450918,0.3194352670912847,Iris-setosa
+75,5.987481726446407,2.206187117540021,5.008847315625354,1.4810947315262666,Iris-virginica
+76,5.07913696370033,2.4877212904785373,3.0597492680281784,1.0741439313914647,Iris-versicolor
+77,6.298455737582608,2.2926560178192763,4.4037134648903775,1.2859848072832105,Iris-versicolor
+78,6.312906373468783,3.2799899315461656,4.69325186042255,1.5903375643831084,Iris-versicolor
+79,4.40000044269739,2.908346566268714,1.4037069553847537,0.19718143185260326,Iris-setosa
+80,7.899998969714352,3.802497452538719,6.339282305776208,1.9953768276150987,Iris-virginica
+81,6.497467389298348,3.0,5.775336340541708,2.169758947137536,Iris-virginica
+82,6.295350932696314,2.901153154574909,5.603107650472132,1.8045551547865388,Iris-virginica
+83,7.9,3.7959213180787863,6.427248346707096,1.9922383224211717,Iris-virginica
+84,5.762017453999847,3.79201374362766,1.6817552718562259,0.3080131329590489,Iris-setosa
+85,5.78061664677136,2.7295420871778657,5.123187761147825,1.8727464446068023,Iris-virginica
+86,5.646864102631799,3.0,4.224518466374212,1.3139332699401052,Iris-versicolor
+87,7.520162338140863,2.849138630557701,6.499366064631827,1.9110269606819918,Iris-virginica
+88,4.4,3.238274997399751,1.299537471633237,0.19408595854104094,Iris-setosa
+89,5.095610021758649,3.725037930586743,1.636805479655207,0.3814884545237808,Iris-setosa
+90,6.298140655123265,3.2805471316483383,4.716262983832061,1.59494097568931,Iris-versicolor
+91,5.199630342439193,3.4050219386940337,1.3880770164279623,0.1978958013659008,Iris-setosa
+92,5.112556539184962,3.5007700318959283,1.4008660031327975,0.2965569125054911,Iris-setosa
+93,6.115831706081098,2.7917820422018935,4.732362278020609,1.219034367672878,Iris-versicolor
+94,5.684988327919845,2.8538257888091985,4.108943813166915,1.2792136773011318,Iris-versicolor
+95,5.912696146160926,3.0,4.20366387503706,1.4937398485974034,Iris-versicolor
+96,5.871866096426895,3.0,5.069322801747561,1.8362938983783526,Iris-virginica
+97,6.711087166157473,3.3139524857573326,5.697454600196759,2.5,Iris-virginica
+98,6.237838969108336,2.5407451320251884,4.943827446039226,1.5229133462864217,Iris-versicolor
+99,5.675522495783208,3.7943633500293,1.672946527301047,0.3107928400919679,Iris-setosa
+100,5.9775589031029135,2.162488065960711,4.976550819116827,1.4845999182530258,Iris-virginica
+101,5.011977244784186,3.374848149885234,1.5534758152503496,0.4349269271356153,Iris-setosa
+102,5.670451399730404,3.0,4.452414052407638,1.5000256572511161,Iris-versicolor
+103,7.715701140394674,2.803189519235156,6.706714091228512,1.9925281881807404,Iris-virginica
+104,6.2247656812815375,2.3139558531591478,4.714007197792394,1.4955332366191605,Iris-versicolor
+105,5.0527436503567795,3.5132425358130597,1.3900839207433486,0.2916979266093643,Iris-setosa
+106,6.796212310562917,3.0,5.543212477517181,2.079872112920863,Iris-virginica
+107,5.972094725679859,3.4069611560724353,4.491467452063524,1.6078452709342805,Iris-versicolor
+108,6.218183657266975,2.191060786198596,4.522435873000191,1.5129628724308206,Iris-versicolor
+109,7.709706893385599,2.6148906708293502,6.9,2.317590636133706,Iris-virginica
+110,5.988115853610245,3.39943334439711,4.492547815562824,1.5934188827183533,Iris-versicolor
+111,5.150424292011665,2.5110676633526405,3.1219663616089495,1.0976608257558162,Iris-versicolor
+112,6.698657304153131,3.299476871480216,5.708855613257122,2.0962352387140415,Iris-virginica
+113,6.936711493879663,3.0862466381270903,5.161861579632305,2.285374174248742,Iris-virginica
+114,5.949331801677716,3.3976698217744503,4.475538832073156,1.6086128258275307,Iris-versicolor
+115,7.717034295955714,2.5923441856582223,6.9,2.320075850905027,Iris-virginica
+116,5.872048664751945,3.1150115797148725,4.3621494194613035,1.5101213801845161,Iris-versicolor
+117,6.595238900375711,3.2583022080226165,5.521361114371188,2.0536519997873532,Iris-virginica
+118,7.589681003227975,3.0,6.572650738627722,2.1125286514287938,Iris-virginica
+119,5.809558176704787,2.7005041350046355,4.159988932891749,1.021189766743794,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/7/test.csv b/iris/tab_ddpm/8_3/7/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/7/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/7/train.csv b/iris/tab_ddpm/8_3/7/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/7/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/7/val.csv b/iris/tab_ddpm/8_3/7/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/7/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/8/synth.csv b/iris/tab_ddpm/8_3/8/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be36b28771edfd24ebf1d24b8ed0e8d11d4d34bb
--- /dev/null
+++ b/iris/tab_ddpm/8_3/8/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.794815015092854,3.0,5.470074209531587,2.105237574685255,Iris-virginica
+1,5.6824545675158245,2.834166175635012,4.5109874332659,1.3051048108115288,Iris-versicolor
+2,5.203093919445563,3.406798628852621,1.4007289546841928,0.2008752773419572,Iris-setosa
+3,5.129555750879234,3.7993317498619015,1.6574625198453348,0.1992787260358197,Iris-setosa
+4,6.09933321134551,2.794350651006699,4.697925402838636,1.1990234275502196,Iris-versicolor
+5,6.060872173548378,2.798638758600969,4.66637993720902,1.210565287033295,Iris-versicolor
+6,6.2916564905984425,2.294103530343302,4.420618227495696,1.300620658807039,Iris-versicolor
+7,5.4153037675336195,3.3989980222838954,1.5682315802148028,0.44076231092428575,Iris-setosa
+8,6.058209986379575,2.7808487204233945,4.667116226056023,1.2170950029780006,Iris-versicolor
+9,6.801529053857471,3.0,5.512241220206114,2.079926633843251,Iris-virginica
+10,4.89001338744963,2.3977608339888095,3.35692682982456,0.9640267948225167,Iris-versicolor
+11,6.720310162759137,3.2973279074552133,5.727788221349103,2.5,Iris-virginica
+12,6.319383609169046,2.2863018825938903,4.410862993507014,1.3049750294699252,Iris-versicolor
+13,6.6861352757187795,3.317787546092498,5.691128953861233,2.0854863460425483,Iris-virginica
+14,5.055170737597485,3.5504671487198403,1.3942546303986485,0.1995230053701028,Iris-setosa
+15,6.181340170210396,2.1854348309923632,4.50153994633093,1.500608002456182,Iris-versicolor
+16,5.012665117572644,3.4035737736873948,1.5593670998133544,0.4079798717981947,Iris-setosa
+17,5.463951461579578,2.4225907480067304,3.7322951742695754,1.0033308059904724,Iris-versicolor
+18,5.7494127959601125,3.0,4.342396955011023,1.5014855186837477,Iris-versicolor
+19,4.582395680331628,3.627923013848824,1.0,0.19629665076862177,Iris-setosa
+20,5.894747709837479,2.7295390033976705,5.102433300279842,1.9139208915300443,Iris-virginica
+21,6.1271620905735364,2.6034743540067806,5.604652566051628,1.4205528948399933,Iris-virginica
+22,6.272462362610326,2.4677219292680435,5.01060399119997,1.8700094156781017,Iris-virginica
+23,7.899998330586458,3.7865758809238423,6.465374755581701,2.0066980309036264,Iris-virginica
+24,4.609551277716544,3.6239303125558977,1.0000003665577557,0.19946276937744106,Iris-setosa
+25,5.782742003305081,2.717583664348508,4.239047330981269,1.0278867638696518,Iris-versicolor
+26,5.408707087446614,3.4062908170980877,1.767584244744212,0.2012713261476306,Iris-setosa
+27,4.631035242823861,3.4156702284812077,1.413874764155693,0.28263384033469063,Iris-setosa
+28,6.793358313263285,2.7867185440514715,4.767487533171854,1.4023858291133078,Iris-versicolor
+29,6.294907346697211,2.496623175928893,4.999159963230328,1.8988405320002,Iris-virginica
+30,7.691483831566615,2.5973602806000047,6.9,2.309907535207473,Iris-virginica
+31,4.4,3.1934898475276645,1.2907824925131002,0.20041293741631677,Iris-setosa
+32,4.806105386044916,3.3949492406889483,1.6739902369491702,0.20338010586490177,Iris-setosa
+33,5.905215794854589,3.0,5.065147778866895,1.8227196454276666,Iris-virginica
+34,4.933571894931987,2.432419733921382,3.2814048935616285,1.0478858983260741,Iris-versicolor
+35,6.265667750771661,2.8783952533593657,5.615641879462142,1.7953545574555467,Iris-virginica
+36,7.741147277169847,2.5836202132579063,6.9,2.3069112424468625,Iris-virginica
+37,5.09629052331195,3.536104144100078,1.4017161221034748,0.20026678191848962,Iris-setosa
+38,6.775096788368937,2.7736257520010423,4.816263107846022,1.4113932434122523,Iris-versicolor
+39,4.596597825980585,3.60081405380402,1.0000004504342892,0.20476892222537635,Iris-setosa
+40,5.990966269579397,2.7010720573473788,5.1394239589238015,1.595487288431805,Iris-versicolor
+41,5.54768513655415,3.773534972569475,1.728880189262481,0.3168747636378667,Iris-setosa
+42,5.571321921808855,3.0,4.488747756239537,1.5000298860650505,Iris-versicolor
+43,5.973278240219234,2.7011679152915637,5.122513236315944,1.6312891206408426,Iris-versicolor
+44,6.660915558240459,3.2931443279941273,5.674962613833704,2.100713828069728,Iris-virginica
+45,5.4330519198636,3.726399838620294,1.5073659773500978,0.21538692135482188,Iris-setosa
+46,4.923283426821061,2.4217271620454035,3.460639195280499,1.0222435028847436,Iris-versicolor
+47,6.089985957283773,2.590649009996827,5.612636105437019,1.4026701830936352,Iris-virginica
+48,7.681995914992832,2.833929531555983,6.685283417511884,1.996803838574201,Iris-virginica
+49,4.400000473562073,3.2024922277128205,1.333930277414833,0.2039983814482197,Iris-setosa
+50,5.602727417597975,3.0,4.498425918810326,1.5119188398116312,Iris-versicolor
+51,4.812880672522749,3.0,1.402881125526219,0.10000010236073445,Iris-setosa
+52,6.303206663826018,3.4015525905991817,5.612635473223009,2.3856136529378507,Iris-virginica
+53,4.827337625947627,3.3997647411993985,1.523971671107777,0.2021865487291572,Iris-setosa
+54,5.283493068231341,3.6921966041000274,1.6027884709371918,0.19975419730438232,Iris-setosa
+55,6.297350456799557,2.2894795946989657,4.400389596463015,1.2846394418318354,Iris-versicolor
+56,5.9942321394304905,2.7028859714668982,5.1164340418270475,1.598999188761756,Iris-versicolor
+57,5.517045250048898,2.6056039573965353,4.383083249890403,1.1933894981373232,Iris-versicolor
+58,7.592020336202751,3.0,6.573856750002875,2.1224718918791936,Iris-virginica
+59,6.179122172273267,3.3530140905392436,4.618906918569784,1.6079045262919043,Iris-versicolor
+60,4.400000745401233,2.8840860495959095,1.4037578410059217,0.20479308628109835,Iris-setosa
+61,6.47326251485166,3.0,5.807650167867797,2.209851595824094,Iris-virginica
+62,5.605616713899237,3.0,3.840514740959185,1.3087709036190711,Iris-versicolor
+63,6.801213633666088,2.813945551769886,4.81041510093953,1.4013518849383646,Iris-versicolor
+64,5.089117454591944,3.5035443361958185,1.4004766752404059,0.3171222192173803,Iris-setosa
+65,5.384772236727505,3.401011788442101,1.5666081383044632,0.3868243769028878,Iris-setosa
+66,5.687161204581292,2.8007149263100346,4.397774799626549,1.2998460715823166,Iris-versicolor
+67,5.85667921219633,3.0,5.086623373540209,1.787921269880977,Iris-virginica
+68,7.527587725629695,2.8498617775566233,6.481661326130949,1.882862536414509,Iris-virginica
+69,7.899998850344352,3.7900101456871296,6.404540927804067,1.9918380207195725,Iris-virginica
+70,6.555665433484858,3.221406010438987,5.08423239779999,2.007224309315553,Iris-virginica
+71,5.88102664639578,3.0,4.211059826656896,1.5103034121812902,Iris-versicolor
+72,6.08540366883519,3.3690293693228885,4.5869902518635755,1.6030461012572121,Iris-versicolor
+73,4.804921320392312,3.0,1.406400303865775,0.10000009502944293,Iris-setosa
+74,4.80462759445462,3.3866489379955755,1.6201302228382677,0.20136126514265676,Iris-setosa
+75,5.576382267793937,2.4647045475420857,3.8811411781976104,1.088991464633452,Iris-versicolor
+76,6.80949506365918,3.0973255740835737,5.108056608477385,2.2630856126768237,Iris-virginica
+77,5.179004323032265,2.693513644580396,3.898362196218553,1.407973944486008,Iris-versicolor
+78,6.695309286851168,2.494997599068896,5.817249572777315,1.7838989319508565,Iris-virginica
+79,7.023114417332274,3.0,5.786738397923972,2.1307896855611648,Iris-virginica
+80,4.780848161626838,3.0,1.3949060671883022,0.2986199912078537,Iris-setosa
+81,5.975247351305014,2.7833717682569077,4.638559776302461,1.167687951565363,Iris-versicolor
+82,5.811160327836341,3.094981637060641,4.534338101149373,1.5079476939714878,Iris-versicolor
+83,5.6213230289620935,3.0,4.198341980644399,1.3007484923258719,Iris-versicolor
+84,6.804686117553763,3.2060858770369025,5.942570188024667,2.307507493897687,Iris-virginica
+85,6.0082567361529735,3.395296040891966,4.527121217009624,1.589581693544656,Iris-versicolor
+86,4.801134877931277,3.0,1.4022494902591363,0.28179870856148853,Iris-setosa
+87,7.700356350025766,2.8019030405460787,6.700277538211189,2.0079426380804977,Iris-virginica
+88,5.971894771239467,2.9251205169836467,4.461064659728455,1.4939823987818714,Iris-versicolor
+89,4.9995281109071295,2.0000005222866752,3.512401116883589,0.9385832732313966,Iris-versicolor
+90,5.061431916392184,3.3994049690040877,1.6188472236543734,0.3921882470296433,Iris-setosa
+91,4.614179640133321,3.4065166526317996,1.391320668336135,0.36542818674737043,Iris-setosa
+92,5.983968436797154,2.890399217301381,4.520501382000781,1.503846552323406,Iris-versicolor
+93,6.606022584019323,3.0,4.429258915741554,1.40013765884838,Iris-versicolor
+94,4.502212600233947,2.315328744015204,1.2916832545290542,0.2997321819751157,Iris-setosa
+95,5.6032295335681574,2.461790309583159,3.8826243098109035,1.0717262147865867,Iris-versicolor
+96,6.2738385307544196,3.301859345952698,4.700722663720933,1.6170571280850496,Iris-versicolor
+97,5.38370017074912,3.401854852248552,1.6220906124914425,0.20322247399415053,Iris-setosa
+98,5.047768688307052,3.544403069388015,1.4057466293697378,0.20353787398026776,Iris-setosa
+99,5.359592012471927,3.4005501869351566,1.6255743943332324,0.19857039103438912,Iris-setosa
+100,4.78374149880939,3.0,1.4005313731874736,0.30752410679750986,Iris-setosa
+101,5.164776844169892,3.5944429907101054,1.6055679041821371,0.4370599493020084,Iris-setosa
+102,6.178701171795229,2.1969961728977077,4.499735342983947,1.5032411693117622,Iris-versicolor
+103,5.08626322474431,3.8121503250095676,1.674455577779642,0.19588993540761943,Iris-setosa
+104,5.905846301675985,3.0,5.045824126413315,1.7863600172922418,Iris-virginica
+105,6.690527256634639,3.0721794355675818,4.689206522763768,1.5073738104983652,Iris-versicolor
+106,6.701825014923235,3.1024505855337448,4.684363762893006,1.5031169672546423,Iris-versicolor
+107,4.891599820408247,3.1118532241773114,1.4982445421242852,0.1,Iris-setosa
+108,4.794168813196234,3.4057838805705334,1.6677154711779574,0.19578323918323998,Iris-setosa
+109,4.800725229308141,3.0,1.3945983993011204,0.1,Iris-setosa
+110,7.614557399167252,3.0,6.596888451247858,2.0984457923255118,Iris-virginica
+111,5.016038617657515,3.581982778433006,1.3917740349313976,0.19636722414444246,Iris-setosa
+112,7.617646310642658,3.0,6.605642414368094,2.0808770310541695,Iris-virginica
+113,6.425725355396433,2.914900979459414,4.320026990863444,1.3090419627185184,Iris-versicolor
+114,5.688776636436179,2.880995814259428,4.140399789491245,1.3025157356577963,Iris-versicolor
+115,6.304096662630148,2.4897852944640304,4.938847896414056,1.4975458929024854,Iris-versicolor
+116,7.537932267045491,3.0,6.514173105774496,2.108670782535988,Iris-virginica
+117,6.879844588301068,3.0651307595643176,5.127065523756865,2.2998014362401893,Iris-virginica
+118,6.2893713495528765,2.291826453190942,4.410794673369434,1.305841342797104,Iris-versicolor
+119,6.101594993852512,2.8025995610069114,4.7100724997441565,1.2034199040297344,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/8/test.csv b/iris/tab_ddpm/8_3/8/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/8/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/8/train.csv b/iris/tab_ddpm/8_3/8/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/8/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/8/val.csv b/iris/tab_ddpm/8_3/8/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/8/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/9/synth.csv b/iris/tab_ddpm/8_3/9/synth.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b4dc24547f77323b5e4bfcf48540964dfa67a1c
--- /dev/null
+++ b/iris/tab_ddpm/8_3/9/synth.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.392909113267925,3.3894094267919725,1.5993913580192984,0.2054097609582334,Iris-setosa
+1,6.7054989829528,3.2787684705623525,5.690989870591664,2.4999995796182275,Iris-virginica
+2,4.934071943263417,2.429161692080018,3.315984530260209,1.0307541769800008,Iris-versicolor
+3,5.411731018511118,3.4031632759138075,1.7404439284668731,0.20129468744761647,Iris-setosa
+4,5.282733278120757,3.6917631011609897,1.5210997559208734,0.20094807544136767,Iris-setosa
+5,5.654923525759138,2.883737434296004,3.999940107427941,1.2830315861382435,Iris-versicolor
+6,4.8989104630803455,3.104274818701619,1.4958321568111965,0.1000001082765534,Iris-setosa
+7,5.130072168883397,3.795874236204727,1.6844282927381857,0.20184602380326483,Iris-setosa
+8,5.110576172917553,3.805560089014632,1.710416650347262,0.19765603035820684,Iris-setosa
+9,5.181679258291889,2.715498556152689,3.9466126794412646,1.4073410948715612,Iris-versicolor
+10,6.2688575667935,2.3018480365680873,4.4042729976604456,1.27096360290645,Iris-versicolor
+11,5.151889034078759,3.4468464444930875,1.3964636126023584,0.20072644406187196,Iris-setosa
+12,6.073404338096649,3.0,4.601403231483273,1.429121971406718,Iris-versicolor
+13,5.99775588536021,3.409727087946631,4.498743692297606,1.6200368418693265,Iris-versicolor
+14,7.710208880584383,2.5965534094661042,6.899998900624569,2.2715797537470994,Iris-virginica
+15,5.700742280029201,3.8006681480798252,1.70611281269189,0.35735947811820146,Iris-setosa
+16,5.040533201719395,3.743679597344591,1.4502081639459308,0.20011046706558708,Iris-setosa
+17,6.767618052056977,3.2225486987903937,5.803307136591056,2.302533330700937,Iris-virginica
+18,6.682752293733613,3.314619939833949,5.690451684601577,2.109672589053049,Iris-virginica
+19,6.020807822379997,2.9848217478437884,4.549640209213448,1.3713838661360822,Iris-versicolor
+20,6.000846618037145,2.8856735009676115,4.538567556392325,1.5004630495270874,Iris-versicolor
+21,4.601359456777313,3.4007663860456305,1.4013902521114912,0.33537091720091056,Iris-setosa
+22,6.419810692740896,2.8996506830498694,4.292300648106609,1.3008625910363631,Iris-versicolor
+23,5.81122091820538,2.7113606186046098,5.097448534804937,1.8927767903723507,Iris-virginica
+24,4.794174106372415,3.400203815808153,1.5985821307578878,0.20228848828176568,Iris-setosa
+25,4.894187688392527,3.097358339554631,1.5588393207103381,0.100000115517699,Iris-setosa
+26,7.7192102166529875,2.7976502799708065,6.718066563961273,1.9962148350456812,Iris-virginica
+27,5.005740594977071,2.0,3.5859815871278924,1.007309816913238,Iris-versicolor
+28,4.4,3.19524350364163,1.3075196613648015,0.20243407605824942,Iris-setosa
+29,6.139324097167739,2.8109788844865173,4.691245620480874,1.21702777391853,Iris-versicolor
+30,4.598152250644473,3.3862910961626858,1.4002409686442623,0.3040545735158249,Iris-setosa
+31,6.9234076651091385,3.1028915982605225,5.07412813094882,2.3157744841352086,Iris-virginica
+32,5.21721973688272,3.4065176894061633,1.4029550881105572,0.20356754987395223,Iris-setosa
+33,6.50202948421366,3.2020540712517236,5.134648162446035,2.0017642093680426,Iris-virginica
+34,7.899998675276072,3.8049761401869175,6.40233257417952,2.012252622130885,Iris-virginica
+35,6.467303973928338,3.1883692772885155,5.101222800111874,1.971364674695033,Iris-virginica
+36,5.101417568551565,3.79790460523023,1.4984259652428096,0.19956443346446057,Iris-setosa
+37,6.521359209595034,3.179836219502255,5.107039140591772,2.010752202243694,Iris-virginica
+38,5.793684229134995,2.684665065218974,4.03228527799272,1.0300919405053512,Iris-versicolor
+39,5.670079943633301,3.0,4.505898657462321,1.4903457916231506,Iris-versicolor
+40,6.382659408707805,2.8553151394009673,4.369384790958854,1.2629112991981082,Iris-versicolor
+41,5.9120728194486984,3.0,4.263773141597716,1.49481617124661,Iris-versicolor
+42,6.323099739656082,2.872863527216096,5.594888726365133,1.7944718321149176,Iris-virginica
+43,4.509416748782642,2.299813968757299,1.3040325894302025,0.32848479117599877,Iris-setosa
+44,5.206833198505759,2.691559452020109,3.855388576398325,1.391693503581416,Iris-versicolor
+45,5.819457644510331,2.704584038296563,5.107087967082006,1.8801430812098578,Iris-virginica
+46,6.325532695978672,3.276434430050794,4.740336409676295,1.6050979324957946,Iris-versicolor
+47,6.695658882468118,2.4957347537481294,5.802006661686037,1.8177198836380875,Iris-virginica
+48,6.508075867326218,3.194297965102545,5.082808095896888,1.9852892223269343,Iris-virginica
+49,7.668682449337501,2.8183655663338705,6.6665116834104845,1.9963785442103488,Iris-virginica
+50,5.099197523653795,3.8039178923344115,1.5541936511927126,0.20324770562476902,Iris-setosa
+51,6.890144930001909,3.212798682610151,5.751784450428424,2.309100562037924,Iris-virginica
+52,6.275950674902056,2.2470590994024096,4.558598280505164,1.4867798395533631,Iris-versicolor
+53,6.402549042799869,2.906011413528454,4.284524961237185,1.3023846423761665,Iris-versicolor
+54,6.501531911329215,3.206629483242953,5.0613914376054625,2.0095019180806415,Iris-virginica
+55,5.404843040313518,3.4000643605309286,1.7005407453192687,0.20472341014703246,Iris-setosa
+56,5.470821329454929,3.9,1.2684347481582068,0.41506957575276354,Iris-setosa
+57,4.899976466678402,3.0,1.404047309613968,0.20229835312833275,Iris-setosa
+58,5.379720377576574,3.406189612129811,1.6551452715804906,0.19973058134207067,Iris-setosa
+59,7.899998367188264,3.7848237930641386,6.433825300986698,2.011755098263097,Iris-virginica
+60,5.288423299186836,3.7042174702244606,1.4943888624806858,0.1942917300252912,Iris-setosa
+61,6.102400489237787,2.596622769211172,5.605602021757706,1.4017149403141844,Iris-virginica
+62,6.503918833016038,3.0,5.811738122901144,2.18638583103374,Iris-virginica
+63,5.480008780143142,2.397934776214799,3.686298689257425,0.9489378046578558,Iris-versicolor
+64,5.483417639418355,2.5904861995890087,4.376873954995431,1.1701240571917124,Iris-versicolor
+65,6.706452585893868,3.303359649777231,5.691231503938681,2.4999996054858316,Iris-virginica
+66,5.096544797990653,3.4983385968061844,1.4022020649876892,0.3800976207870287,Iris-setosa
+67,7.717160612084364,2.582128759932687,6.9,2.312746236175312,Iris-virginica
+68,4.4,2.898756470569284,1.3906005392680632,0.20061796675540824,Iris-setosa
+69,4.957752897740368,2.4319852218173152,3.0557144977987534,1.0732272523561952,Iris-versicolor
+70,5.206328765693892,3.4021650754019235,1.4024035644369763,0.19529288221715968,Iris-setosa
+71,5.790564026630007,2.753587077011265,4.18852583026234,1.081242976918525,Iris-versicolor
+72,7.13549045867287,3.0,5.980601827554988,2.1027273588472837,Iris-virginica
+73,6.1222091033091495,2.858210147566062,4.656240219416018,1.2125357010499078,Iris-versicolor
+74,6.692196300289661,3.277474925917311,5.702718106962629,2.4999993341940283,Iris-virginica
+75,5.108153124357638,3.813647411670612,1.6487640096869212,0.200887997336715,Iris-setosa
+76,6.506185843723475,3.0,5.438523401048408,1.8425208577281138,Iris-virginica
+77,6.2916804790605,2.881396545288344,5.595603097850169,1.80538892902733,Iris-virginica
+78,4.992429651957926,2.0000005841905675,3.477320990141181,0.9141393547813741,Iris-versicolor
+79,6.80361373898058,3.187658921548419,5.856531470780263,2.298490358672616,Iris-virginica
+80,7.198847319014626,3.0,6.12355159500248,2.1492773910532965,Iris-virginica
+81,4.620297275340813,3.404181213740375,1.4062328700965057,0.3354189616730161,Iris-setosa
+82,6.066526176677209,2.2516316783696855,5.03095952098859,1.5414104482032442,Iris-virginica
+83,4.901513261963314,3.1154218140542493,1.4990273024283,0.1,Iris-setosa
+84,5.807043687632759,2.710761832871988,4.076848163366471,1.0312972465418453,Iris-versicolor
+85,5.093062816961528,3.501357740839944,1.3934105480536654,0.24639438899844499,Iris-setosa
+86,6.4050581363766845,2.908471655665378,4.294224388390586,1.301122583576339,Iris-versicolor
+87,5.618861758891314,3.0,4.1029955036471835,1.292410686395837,Iris-versicolor
+88,4.852790759269052,3.0366534159847864,1.4696346514423855,0.1,Iris-setosa
+89,6.9636814988419315,3.2056074986510272,5.6498232646984965,2.3073668726481733,Iris-virginica
+90,5.621220944323985,3.795622392406504,1.5544373254109796,0.3024947475543842,Iris-setosa
+91,5.996895213528319,2.7329582485414043,5.036597013098308,1.584917613175218,Iris-versicolor
+92,4.594684304221519,3.599368127690558,1.0,0.20386822030130533,Iris-setosa
+93,6.159650104291143,2.7160352157091427,5.578301018573287,1.6028333518698916,Iris-virginica
+94,6.304306100311543,2.5121839218878503,4.881167392057706,1.512118403015234,Iris-versicolor
+95,6.810188880512238,3.0,5.484099330024931,2.100331744458428,Iris-virginica
+96,5.0135395588648874,3.5880723404710384,1.3991376742878872,0.1982611440922189,Iris-setosa
+97,4.400000504482796,3.215459726134474,1.3075893666904592,0.20477729288981078,Iris-setosa
+98,5.564589235365292,2.4588612723266707,3.832512141900521,1.0519866505562663,Iris-versicolor
+99,6.285610143628462,3.2952682756707907,4.6577737473686005,1.6241898395129035,Iris-versicolor
+100,5.032084995180131,3.401084949000852,1.6774714595193914,0.40214672911820426,Iris-setosa
+101,6.174291870282697,3.0217063772280044,4.579573052200071,1.4855058829869368,Iris-versicolor
+102,6.288960994144852,2.50792453869547,4.9099006885599055,1.4920369621690954,Iris-versicolor
+103,6.69773797799248,3.2935276698830704,5.682592518300337,2.126582003284846,Iris-virginica
+104,6.517567989007567,2.990888809370362,4.413554659656202,1.3736330139870254,Iris-versicolor
+105,6.305262492082538,2.5007017502352062,4.915444237298806,1.4963928617351523,Iris-versicolor
+106,7.5923737930017925,3.0,6.589335081944339,2.1152175197033976,Iris-virginica
+107,5.791909974300378,2.7074893306578125,4.053277736234338,1.0080982705452008,Iris-versicolor
+108,6.008467650424841,2.6922168044789974,5.145220866049599,1.6081549001835096,Iris-versicolor
+109,4.8186801162303405,3.0,1.3965131532488588,0.3136717602053021,Iris-setosa
+110,6.013036489344071,2.2027697526358634,5.01740525930748,1.5226417485683452,Iris-virginica
+111,5.428457503301918,3.38018138490446,1.8490886271017573,0.20295776347162778,Iris-setosa
+112,7.695687025679836,2.593655922460959,6.9,2.2925447368852785,Iris-virginica
+113,5.5750657398736205,2.4780277248405085,3.8616737181503344,1.1158933404598692,Iris-versicolor
+114,6.788307273523239,2.874507734802169,4.744983327808012,1.4000476227531793,Iris-versicolor
+115,6.295132476635526,2.5162523003649406,4.883024397339812,1.5072540100637772,Iris-versicolor
+116,6.607005067121128,3.0,4.392482022304071,1.4015498341916235,Iris-versicolor
+117,5.00623640536481,3.6254564116211268,1.4059730409162539,0.20071510633983078,Iris-setosa
+118,6.006515651036332,2.203614452371931,5.002406032399473,1.5033101574578658,Iris-virginica
+119,5.097124100196407,3.7995524530947273,1.6415134291265232,0.1996241096638176,Iris-setosa
diff --git a/iris/tab_ddpm/8_3/9/test.csv b/iris/tab_ddpm/8_3/9/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/9/test.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/9/train.csv b/iris/tab_ddpm/8_3/9/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b11f24d1fb4c2fa59a331ba9529bc2101292125
--- /dev/null
+++ b/iris/tab_ddpm/8_3/9/train.csv
@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica
diff --git a/iris/tab_ddpm/8_3/9/val.csv b/iris/tab_ddpm/8_3/9/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95540a04e0c9b41369699bae81cfd1e0795e7704
--- /dev/null
+++ b/iris/tab_ddpm/8_3/9/val.csv
@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
diff --git a/iris/tab_ddpm/8_3/params.json b/iris/tab_ddpm/8_3/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..f25ec7042c8aebc608a7bef535d5e7c62d4fd7e9
--- /dev/null
+++ b/iris/tab_ddpm/8_3/params.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6482e8031131d436dc85672f6bbda7cd9e217de44548e005099a3fa827e51adb
+size 331
diff --git a/iris/tab_ddpm/8_3/tab_ddpm_eval.ipynb b/iris/tab_ddpm/8_3/tab_ddpm_eval.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..b629be66e173e9e8bc5c1b273bfbb7a4291390a4
--- /dev/null
+++ b/iris/tab_ddpm/8_3/tab_ddpm_eval.ipynb
@@ -0,0 +1,2236 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b92b457e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:35.670047Z",
+     "iopub.status.busy": "2024-07-22T02:47:35.669196Z",
+     "iopub.status.idle": "2024-07-22T02:47:47.910525Z",
+     "shell.execute_reply": "2024-07-22T02:47:47.909414Z"
+    },
+    "id": "COkMuAOy2J5o",
+    "papermill": {
+     "duration": 12.253538,
+     "end_time": "2024-07-22T02:47:47.913055",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:35.659517",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected operating system as Ubuntu/focal.\r\n",
+      "Checking for curl...\r\n",
+      "Detected curl...\r\n",
+      "Checking for gpg...\r\n",
+      "Detected gpg...\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Detected apt version as 2.0.10\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing apt-transport-https... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Installing /etc/apt/sources.list.d/github_git-lfs.list..."
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "Importing packagecloud gpg key... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Packagecloud gpg key imported to /etc/apt/keyrings/github_git-lfs-archive-keyring.gpg\r\n",
+      "done.\r\n",
+      "Running apt-get update... "
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "done.\r\n",
+      "\r\n",
+      "The repository is setup! You can now install packages.\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 0%\r",
+      "\r",
+      "Reading package lists... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r",
+      "\r",
+      "Reading package lists... 3%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 36%\r",
+      "\r",
+      "Reading package lists... 36%\r"
+     ]
+    },
+    {
+     "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"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 64%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r",
+      "\r",
+      "Reading package lists... 65%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 76%\r",
+      "\r",
+      "Reading package lists... 76%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 87%\r",
+      "\r",
+      "Reading package lists... 87%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r",
+      "\r",
+      "Reading package lists... 91%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 96%\r",
+      "\r",
+      "Reading package lists... 98%\r",
+      "\r",
+      "Reading package lists... 98%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... 99%\r",
+      "\r",
+      "Reading package lists... Done\r",
+      "\r\n",
+      "\r",
+      "Building dependency tree... 0%\r",
+      "\r",
+      "Building dependency tree... 0%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree... 50%\r",
+      "\r",
+      "Building dependency tree... 50%\r"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "Building dependency tree       \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": "e3358360",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:47.935973Z",
+     "iopub.status.busy": "2024-07-22T02:47:47.935601Z",
+     "iopub.status.idle": "2024-07-22T02:47:47.943692Z",
+     "shell.execute_reply": "2024-07-22T02:47:47.942818Z"
+    },
+    "papermill": {
+     "duration": 0.02185,
+     "end_time": "2024-07-22T02:47:47.945706",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:47.923856",
+     "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": "12e45908",
+   "metadata": {
+    "papermill": {
+     "duration": 0.009637,
+     "end_time": "2024-07-22T02:47:47.964911",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:47.955274",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "ba2b7027",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:47.985403Z",
+     "iopub.status.busy": "2024-07-22T02:47:47.985110Z",
+     "iopub.status.idle": "2024-07-22T02:47:47.992327Z",
+     "shell.execute_reply": "2024-07-22T02:47:47.991442Z"
+    },
+    "papermill": {
+     "duration": 0.019634,
+     "end_time": "2024-07-22T02:47:47.994194",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:47.974560",
+     "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": "fedd95a2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:48.014765Z",
+     "iopub.status.busy": "2024-07-22T02:47:48.014474Z",
+     "iopub.status.idle": "2024-07-22T02:47:48.019589Z",
+     "shell.execute_reply": "2024-07-22T02:47:48.018753Z"
+    },
+    "papermill": {
+     "duration": 0.01777,
+     "end_time": "2024-07-22T02:47:48.021493",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:48.003723",
+     "status": "completed"
+    },
+    "tags": [
+     "injected-parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Parameters\n",
+    "dataset = \"iris\"\n",
+    "dataset_name = \"iris\"\n",
+    "gp = False\n",
+    "gp_multiply = False\n",
+    "df_name = 3\n",
+    "folder = \"eval\"\n",
+    "path_prefix = \"../../../../\"\n",
+    "path = \"eval/iris/tab_ddpm/8_3\"\n",
+    "model_dir = \".\"\n",
+    "model_dir_2 = \".\"\n",
+    "param_index = 0\n",
+    "use_all_data = False\n",
+    "repo_index = 5\n",
+    "save_model = False\n",
+    "epoch_scale = 0.9\n",
+    "mlu_run = None\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "1f914211",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:48.043359Z",
+     "iopub.status.busy": "2024-07-22T02:47:48.043077Z",
+     "iopub.status.idle": "2024-07-22T02:47:48.048710Z",
+     "shell.execute_reply": "2024-07-22T02:47:48.047748Z"
+    },
+    "papermill": {
+     "duration": 0.018691,
+     "end_time": "2024-07-22T02:47:48.050549",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:48.031858",
+     "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": "f87d4ea9",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:48.071316Z",
+     "iopub.status.busy": "2024-07-22T02:47:48.071051Z",
+     "iopub.status.idle": "2024-07-22T02:47:49.303335Z",
+     "shell.execute_reply": "2024-07-22T02:47:49.302386Z"
+    },
+    "papermill": {
+     "duration": 1.24534,
+     "end_time": "2024-07-22T02:47:49.305599",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:48.060259",
+     "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": "0eed9560",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:49.329036Z",
+     "iopub.status.busy": "2024-07-22T02:47:49.328332Z",
+     "iopub.status.idle": "2024-07-22T02:47:50.319872Z",
+     "shell.execute_reply": "2024-07-22T02:47:50.318713Z"
+    },
+    "papermill": {
+     "duration": 1.005437,
+     "end_time": "2024-07-22T02:47:50.321866",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:49.316429",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "mkdir: cannot create directory 'iris': File exists\r\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working/iris\n"
+     ]
+    }
+   ],
+   "source": [
+    "%cd /kaggle/working/\n",
+    "#!rm -rf {dataset_name}\n",
+    "!mkdir {dataset_name}\n",
+    "%cd {dataset_name}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "b58c977e",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:50.345518Z",
+     "iopub.status.busy": "2024-07-22T02:47:50.345183Z",
+     "iopub.status.idle": "2024-07-22T02:47:50.354500Z",
+     "shell.execute_reply": "2024-07-22T02:47:50.353765Z"
+    },
+    "papermill": {
+     "duration": 0.023702,
+     "end_time": "2024-07-22T02:47:50.356441",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:50.332739",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/kaggle/working\n",
+      "/kaggle/working/eval/iris/tab_ddpm/8_3\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pathlib import Path\n",
+    "import os\n",
+    "\n",
+    "%cd /kaggle/working/\n",
+    "\n",
+    "if path is None:\n",
+    "    path = os.path.join(folder, dataset_name, single_model, df_name)\n",
+    "Path(path).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
+    "%cd {path}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "e81bf974",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:50.381185Z",
+     "iopub.status.busy": "2024-07-22T02:47:50.380905Z",
+     "iopub.status.idle": "2024-07-22T02:47:50.735662Z",
+     "shell.execute_reply": "2024-07-22T02:47:50.734917Z"
+    },
+    "executionInfo": {
+     "elapsed": 14,
+     "status": "ok",
+     "timestamp": 1697361146939,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "UdvXYv3c3LXy",
+    "papermill": {
+     "duration": 0.370007,
+     "end_time": "2024-07-22T02:47:50.738247",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:50.368240",
+     "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": "969bc60c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:50.761682Z",
+     "iopub.status.busy": "2024-07-22T02:47:50.761364Z",
+     "iopub.status.idle": "2024-07-22T02:47:52.374318Z",
+     "shell.execute_reply": "2024-07-22T02:47:52.373319Z"
+    },
+    "executionInfo": {
+     "elapsed": 590,
+     "status": "ok",
+     "timestamp": 1697361147518,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "Vrl2QkoV3o_8",
+    "papermill": {
+     "duration": 1.627295,
+     "end_time": "2024-07-22T02:47:52.376821",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:50.749526",
+     "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": "a72b380b",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:52.401821Z",
+     "iopub.status.busy": "2024-07-22T02:47:52.401428Z",
+     "iopub.status.idle": "2024-07-22T02:47:52.409528Z",
+     "shell.execute_reply": "2024-07-22T02:47:52.408848Z"
+    },
+    "executionInfo": {
+     "elapsed": 12,
+     "status": "ok",
+     "timestamp": 1697361147519,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "a-SjylvlYl7i",
+    "papermill": {
+     "duration": 0.022727,
+     "end_time": "2024-07-22T02:47:52.411451",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:52.388724",
+     "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": "3940c1ac",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:52.434243Z",
+     "iopub.status.busy": "2024-07-22T02:47:52.433972Z",
+     "iopub.status.idle": "2024-07-22T02:47:52.438221Z",
+     "shell.execute_reply": "2024-07-22T02:47:52.437360Z"
+    },
+    "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": 0.017801,
+     "end_time": "2024-07-22T02:47:52.440217",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:52.422416",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "./model.pt\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(model_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "499ac825",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:52.462919Z",
+     "iopub.status.busy": "2024-07-22T02:47:52.462624Z",
+     "iopub.status.idle": "2024-07-22T02:47:52.576460Z",
+     "shell.execute_reply": "2024-07-22T02:47:52.575526Z"
+    },
+    "papermill": {
+     "duration": 0.127659,
+     "end_time": "2024-07-22T02:47:52.578677",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:52.451018",
+     "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": "f883931a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:52.604480Z",
+     "iopub.status.busy": "2024-07-22T02:47:52.603562Z",
+     "iopub.status.idle": "2024-07-22T02:47:56.904455Z",
+     "shell.execute_reply": "2024-07-22T02:47:56.903674Z"
+    },
+    "papermill": {
+     "duration": 4.316215,
+     "end_time": "2024-07-22T02:47:56.906790",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:52.590575",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-07-22 02:47:54.318173: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-07-22 02:47:54.318227: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-07-22 02:47:54.319800: 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": "c1591378",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:56.931158Z",
+     "iopub.status.busy": "2024-07-22T02:47:56.930622Z",
+     "iopub.status.idle": "2024-07-22T02:47:56.936234Z",
+     "shell.execute_reply": "2024-07-22T02:47:56.935390Z"
+    },
+    "papermill": {
+     "duration": 0.019986,
+     "end_time": "2024-07-22T02:47:56.938330",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:56.918344",
+     "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": "8467bfe4",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:56.963509Z",
+     "iopub.status.busy": "2024-07-22T02:47:56.963152Z",
+     "iopub.status.idle": "2024-07-22T02:47:59.604759Z",
+     "shell.execute_reply": "2024-07-22T02:47:59.603959Z"
+    },
+    "papermill": {
+     "duration": 2.656726,
+     "end_time": "2024-07-22T02:47:59.607073",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:56.950347",
+     "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": "43bdfcf3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:59.633980Z",
+     "iopub.status.busy": "2024-07-22T02:47:59.633658Z",
+     "iopub.status.idle": "2024-07-22T02:47:59.639836Z",
+     "shell.execute_reply": "2024-07-22T02:47:59.639001Z"
+    },
+    "papermill": {
+     "duration": 0.021778,
+     "end_time": "2024-07-22T02:47:59.641864",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:59.620086",
+     "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": "d95d37e3",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:47:59.666270Z",
+     "iopub.status.busy": "2024-07-22T02:47:59.665987Z",
+     "iopub.status.idle": "2024-07-22T02:48:00.155454Z",
+     "shell.execute_reply": "2024-07-22T02:48:00.154656Z"
+    },
+    "papermill": {
+     "duration": 0.504475,
+     "end_time": "2024-07-22T02:48:00.157923",
+     "exception": false,
+     "start_time": "2024-07-22T02:47:59.653448",
+     "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": "b2ca2203",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:48:00.186275Z",
+     "iopub.status.busy": "2024-07-22T02:48:00.185393Z",
+     "iopub.status.idle": "2024-07-22T02:48:00.192209Z",
+     "shell.execute_reply": "2024-07-22T02:48:00.191373Z"
+    },
+    "papermill": {
+     "duration": 0.022921,
+     "end_time": "2024-07-22T02:48:00.194164",
+     "exception": false,
+     "start_time": "2024-07-22T02:48:00.171243",
+     "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": "3ee59660",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:48:00.218681Z",
+     "iopub.status.busy": "2024-07-22T02:48:00.218390Z",
+     "iopub.status.idle": "2024-07-22T02:48:00.265342Z",
+     "shell.execute_reply": "2024-07-22T02:48:00.264658Z"
+    },
+    "papermill": {
+     "duration": 0.061502,
+     "end_time": "2024-07-22T02:48:00.267316",
+     "exception": false,
+     "start_time": "2024-07-22T02:48:00.205814",
+     "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": "bed6dd52",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:48:00.293991Z",
+     "iopub.status.busy": "2024-07-22T02:48:00.293716Z",
+     "iopub.status.idle": "2024-07-22T02:48:00.299017Z",
+     "shell.execute_reply": "2024-07-22T02:48:00.298204Z"
+    },
+    "papermill": {
+     "duration": 0.02121,
+     "end_time": "2024-07-22T02:48:00.300923",
+     "exception": false,
+     "start_time": "2024-07-22T02:48:00.279713",
+     "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": "223a18ca",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:48:00.326523Z",
+     "iopub.status.busy": "2024-07-22T02:48:00.326266Z",
+     "iopub.status.idle": "2024-07-22T02:48:00.330089Z",
+     "shell.execute_reply": "2024-07-22T02:48:00.329226Z"
+    },
+    "papermill": {
+     "duration": 0.01837,
+     "end_time": "2024-07-22T02:48:00.332042",
+     "exception": false,
+     "start_time": "2024-07-22T02:48:00.313672",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "df_name_2 = \"df\" if use_all_data else df_name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "06abeb28",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:48:00.356742Z",
+     "iopub.status.busy": "2024-07-22T02:48:00.356442Z",
+     "iopub.status.idle": "2024-07-22T02:48:00.362002Z",
+     "shell.execute_reply": "2024-07-22T02:48:00.361160Z"
+    },
+    "papermill": {
+     "duration": 0.020151,
+     "end_time": "2024-07-22T02:48:00.363903",
+     "exception": false,
+     "start_time": "2024-07-22T02:48:00.343752",
+     "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": "67548e01",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:48:00.389025Z",
+     "iopub.status.busy": "2024-07-22T02:48:00.388758Z",
+     "iopub.status.idle": "2024-07-22T02:48:00.394828Z",
+     "shell.execute_reply": "2024-07-22T02:48:00.394091Z"
+    },
+    "papermill": {
+     "duration": 0.020702,
+     "end_time": "2024-07-22T02:48:00.396768",
+     "exception": false,
+     "start_time": "2024-07-22T02:48:00.376066",
+     "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": "6566f1b1",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:48:00.423493Z",
+     "iopub.status.busy": "2024-07-22T02:48:00.423218Z",
+     "iopub.status.idle": "2024-07-22T02:48:00.431350Z",
+     "shell.execute_reply": "2024-07-22T02:48:00.430631Z"
+    },
+    "executionInfo": {
+     "elapsed": 6,
+     "status": "ok",
+     "timestamp": 1697361147931,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "NgahtU1q9uLO",
+    "papermill": {
+     "duration": 0.024037,
+     "end_time": "2024-07-22T02:48:00.433309",
+     "exception": false,
+     "start_time": "2024-07-22T02:48:00.409272",
+     "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": "b1b798ab",
+   "metadata": {
+    "colab": {
+     "base_uri": "https://localhost:8080/"
+    },
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:48:00.458089Z",
+     "iopub.status.busy": "2024-07-22T02:48:00.457822Z",
+     "iopub.status.idle": "2024-07-22T02:53:51.150103Z",
+     "shell.execute_reply": "2024-07-22T02:53:51.149188Z"
+    },
+    "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": 350.707427,
+     "end_time": "2024-07-22T02:53:51.152599",
+     "exception": false,
+     "start_time": "2024-07-22T02:48:00.445172",
+     "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 1000/76347 MLoss: 0.0 GLoss: 0.3529 Sum: 0.3529\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 2000/76347 MLoss: 0.0 GLoss: 0.3068 Sum: 0.3068\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 3000/76347 MLoss: 0.0 GLoss: 0.2907 Sum: 0.2907\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 4000/76347 MLoss: 0.0 GLoss: 0.2791 Sum: 0.2791\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 5000/76347 MLoss: 0.0 GLoss: 0.2737 Sum: 0.2737\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 6000/76347 MLoss: 0.0 GLoss: 0.2666 Sum: 0.2666\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     ]
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+    {
+     "name": "stdout",
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+     ]
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+    {
+     "name": "stdout",
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+     ]
+    },
+    {
+     "name": "stdout",
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+     ]
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+    {
+     "name": "stdout",
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+     ]
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+    {
+     "name": "stdout",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
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+    {
+     "name": "stdout",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Step 22000/76347 MLoss: 0.0 GLoss: 0.2239 Sum: 0.2239\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 23000/76347 MLoss: 0.0 GLoss: 0.2218 Sum: 0.2218\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 24000/76347 MLoss: 0.0 GLoss: 0.2248 Sum: 0.2248\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 25000/76347 MLoss: 0.0 GLoss: 0.2222 Sum: 0.2222\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 26000/76347 MLoss: 0.0 GLoss: 0.2212 Sum: 0.2212\n"
+     ]
+    },
+    {
+     "name": "stdout",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 29000/76347 MLoss: 0.0 GLoss: 0.2193 Sum: 0.2193\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 30000/76347 MLoss: 0.0 GLoss: 0.2187 Sum: 0.2187\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 31000/76347 MLoss: 0.0 GLoss: 0.2165 Sum: 0.2165\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 32000/76347 MLoss: 0.0 GLoss: 0.2167 Sum: 0.2167\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 33000/76347 MLoss: 0.0 GLoss: 0.2179 Sum: 0.2179\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 34000/76347 MLoss: 0.0 GLoss: 0.2136 Sum: 0.2136\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 35000/76347 MLoss: 0.0 GLoss: 0.2134 Sum: 0.2134\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 36000/76347 MLoss: 0.0 GLoss: 0.2152 Sum: 0.2152\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 37000/76347 MLoss: 0.0 GLoss: 0.2115 Sum: 0.2115\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 38000/76347 MLoss: 0.0 GLoss: 0.2143 Sum: 0.2143\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 39000/76347 MLoss: 0.0 GLoss: 0.2119 Sum: 0.2119\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 40000/76347 MLoss: 0.0 GLoss: 0.2113 Sum: 0.2113\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 41000/76347 MLoss: 0.0 GLoss: 0.2118 Sum: 0.2118\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 42000/76347 MLoss: 0.0 GLoss: 0.2091 Sum: 0.2091\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 43000/76347 MLoss: 0.0 GLoss: 0.2086 Sum: 0.2086\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
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+      "Step 44000/76347 MLoss: 0.0 GLoss: 0.2085 Sum: 0.2085\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 45000/76347 MLoss: 0.0 GLoss: 0.208 Sum: 0.208\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 46000/76347 MLoss: 0.0 GLoss: 0.2074 Sum: 0.2074\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 47000/76347 MLoss: 0.0 GLoss: 0.2057 Sum: 0.2057\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 48000/76347 MLoss: 0.0 GLoss: 0.2061 Sum: 0.2061\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 49000/76347 MLoss: 0.0 GLoss: 0.2046 Sum: 0.2046\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 50000/76347 MLoss: 0.0 GLoss: 0.2036 Sum: 0.2036\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 51000/76347 MLoss: 0.0 GLoss: 0.205 Sum: 0.205\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 52000/76347 MLoss: 0.0 GLoss: 0.203 Sum: 0.203\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 53000/76347 MLoss: 0.0 GLoss: 0.2017 Sum: 0.2017\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 54000/76347 MLoss: 0.0 GLoss: 0.2026 Sum: 0.2026\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 55000/76347 MLoss: 0.0 GLoss: 0.1995 Sum: 0.1995\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 56000/76347 MLoss: 0.0 GLoss: 0.2026 Sum: 0.2026\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 57000/76347 MLoss: 0.0 GLoss: 0.2006 Sum: 0.2006\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 58000/76347 MLoss: 0.0 GLoss: 0.2019 Sum: 0.2019\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 59000/76347 MLoss: 0.0 GLoss: 0.2002 Sum: 0.2002\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 60000/76347 MLoss: 0.0 GLoss: 0.2 Sum: 0.2\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 61000/76347 MLoss: 0.0 GLoss: 0.2001 Sum: 0.2001\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 62000/76347 MLoss: 0.0 GLoss: 0.1998 Sum: 0.1998\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 63000/76347 MLoss: 0.0 GLoss: 0.1983 Sum: 0.1983\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 64000/76347 MLoss: 0.0 GLoss: 0.1981 Sum: 0.1981\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 65000/76347 MLoss: 0.0 GLoss: 0.1979 Sum: 0.1979\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 66000/76347 MLoss: 0.0 GLoss: 0.1975 Sum: 0.1975\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 67000/76347 MLoss: 0.0 GLoss: 0.1963 Sum: 0.1963\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 68000/76347 MLoss: 0.0 GLoss: 0.1988 Sum: 0.1988\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 69000/76347 MLoss: 0.0 GLoss: 0.1964 Sum: 0.1964\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 70000/76347 MLoss: 0.0 GLoss: 0.1963 Sum: 0.1963\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 71000/76347 MLoss: 0.0 GLoss: 0.1961 Sum: 0.1961\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 72000/76347 MLoss: 0.0 GLoss: 0.1943 Sum: 0.1943\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 73000/76347 MLoss: 0.0 GLoss: 0.1963 Sum: 0.1963\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 74000/76347 MLoss: 0.0 GLoss: 0.194 Sum: 0.194\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 75000/76347 MLoss: 0.0 GLoss: 0.1956 Sum: 0.1956\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Step 76000/76347 MLoss: 0.0 GLoss: 0.1933 Sum: 0.1933\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": "06f69eef",
+   "metadata": {
+    "papermill": {
+     "duration": 0.018686,
+     "end_time": "2024-07-22T02:53:51.190842",
+     "exception": false,
+     "start_time": "2024-07-22T02:53:51.172156",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "bbcff822",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:53:51.229135Z",
+     "iopub.status.busy": "2024-07-22T02:53:51.228778Z",
+     "iopub.status.idle": "2024-07-22T02:53:51.236882Z",
+     "shell.execute_reply": "2024-07-22T02:53:51.236086Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491665,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "qUHHYJNRJdDy",
+    "papermill": {
+     "duration": 0.029458,
+     "end_time": "2024-07-22T02:53:51.238896",
+     "exception": false,
+     "start_time": "2024-07-22T02:53:51.209438",
+     "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": "7b738598",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-07-22T02:53:51.275752Z",
+     "iopub.status.busy": "2024-07-22T02:53:51.275455Z",
+     "iopub.status.idle": "2024-07-22T02:54:07.585905Z",
+     "shell.execute_reply": "2024-07-22T02:54:07.584313Z"
+    },
+    "executionInfo": {
+     "elapsed": 13,
+     "status": "ok",
+     "timestamp": 1697361491666,
+     "user": {
+      "displayName": "Rizqi Nur",
+      "userId": "09644007964068789560"
+     },
+     "user_tz": -420
+    },
+    "id": "7SQgzf5-P249",
+    "papermill": {
+     "duration": 16.331989,
+     "end_time": "2024-07-22T02:54:07.588657",
+     "exception": false,
+     "start_time": "2024-07-22T02:53:51.256668",
+     "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": "5ba72246",
+   "metadata": {
+    "papermill": {
+     "duration": 0.018939,
+     "end_time": "2024-07-22T02:54:07.628693",
+     "exception": false,
+     "start_time": "2024-07-22T02:54:07.609754",
+     "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": 395.137089,
+   "end_time": "2024-07-22T02:54:09.372425",
+   "environment_variables": {},
+   "exception": null,
+   "input_path": "eval/iris/tab_ddpm/8_3/tab_ddpm_eval.ipynb",
+   "output_path": "eval/iris/tab_ddpm/8_3/tab_ddpm_eval.ipynb",
+   "parameters": {
+    "dataset": "iris",
+    "dataset_name": "iris",
+    "df_name": 3,
+    "epoch_scale": 0.9,
+    "folder": "eval",
+    "gp": false,
+    "gp_multiply": false,
+    "mlu_run": null,
+    "model_dir": ".",
+    "model_dir_2": ".",
+    "param_index": 0,
+    "path": "eval/iris/tab_ddpm/8_3",
+    "path_prefix": "../../../../",
+    "repo_index": 5,
+    "save_model": false,
+    "use_all_data": false
+   },
+   "start_time": "2024-07-22T02:47:34.235336",
+   "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