a

iris/tab_ddpm/0_4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.238162294597204,3.2450683473922233,6.088079951081857,2.1683140364615294,Iris-virginica
+1,5.7887110678199125,2.715188528158424,5.124673585456198,1.8250401719978022,Iris-virginica
+2,6.268787188349584,2.468545633624556,4.442414839838416,1.4910136641402545,Iris-versicolor
+3,6.757688191469404,3.0,5.81144930109209,2.0906604539655196,Iris-virginica
+4,5.492103051263391,2.9564891481107045,4.481055110484034,1.38110351234981,Iris-versicolor
+5,5.793230604188689,2.7377808889236532,5.028094921833302,1.882112149709541,Iris-virginica
+6,5.109194156252024,3.514108892299719,1.4285992729004897,0.19951392629340858,Iris-setosa
+7,6.045591567175042,2.3099540185436456,4.137249417831743,1.0410799650065503,Iris-versicolor
+8,6.773750326469008,2.868786186637641,4.648484732290274,1.4316046353374408,Iris-versicolor
+9,5.007783267222768,3.4705871541400652,1.4166647389008347,0.21560309397941702,Iris-setosa
+10,5.410800476293048,3.0,4.433943674498259,1.411628862280916,Iris-versicolor
+11,5.468793193031612,3.736295104136738,1.5132610975896785,0.20769254699607073,Iris-setosa
+12,5.860478132068477,2.568987336248017,4.5427816351196215,1.2932850039517927,Iris-versicolor
+13,5.640578501101239,2.883693719670341,4.130392440483288,1.225436239714086,Iris-versicolor
+14,5.652146154492398,2.3875854542309067,3.598742387214848,0.9191588582357795,Iris-versicolor
+15,6.496260002144319,3.0,4.524333592712271,1.4541948486304075,Iris-versicolor
+16,5.6408237567814306,2.6593355678196393,4.364603746315199,1.2856937330556233,Iris-versicolor
+17,5.580966742562405,4.2,1.4330212793185502,0.19601498637363807,Iris-setosa
+18,5.190029641648954,2.437821844541432,4.068830636643228,1.049628780294951,Iris-versicolor
+19,7.6505908239915215,2.883120201198491,6.642116273535245,2.034646661314061,Iris-virginica
+20,5.065456862691781,3.288737302532759,1.4121308986635024,0.23516956709752052,Iris-setosa
+21,5.609843882760517,2.7526713708623496,4.258636161703579,1.2634453510835477,Iris-versicolor
+22,4.893063016378162,3.4603061490582854,1.5269756015792175,0.24198130106606047,Iris-setosa
+23,5.017889625866639,2.00002106517108,3.6043865294883695,1.0333788043769794,Iris-versicolor
+24,5.241717389259955,3.1434250554705465,1.7174220602093546,0.1987043621184793,Iris-setosa
+25,5.688754250690728,3.0939409447441033,4.592235593358107,1.5855995218621994,Iris-versicolor
+26,5.658862607340101,3.0724916316450757,4.540702825253397,1.5447510417121444,Iris-versicolor
+27,5.737203508166537,3.0,4.219641727312196,1.2951273157644216,Iris-versicolor
+28,6.665236478668028,3.399460614148513,5.609296066258921,2.5,Iris-virginica
+29,5.219095024789966,3.2333598093060947,1.9440270299651987,0.2811620381133629,Iris-setosa
+30,7.451034071029698,2.8711252257039637,6.4779835966463,1.8639437538106582,Iris-virginica
+31,6.056254303082001,2.5407933262989033,4.406929356646977,1.2684702541542447,Iris-versicolor
+32,4.679772121932702,2.9296263961478766,1.2760602457877064,0.29086356798217433,Iris-setosa
+33,5.184226551787221,3.2711854644801255,1.558072148380489,0.24258309190173657,Iris-setosa
+34,5.057937366807089,2.0,3.7660251128504942,0.6856412465462904,Iris-versicolor
+35,7.899994463543251,3.6933728733681006,6.27682325772836,1.961148189350867,Iris-virginica
+36,6.792220661509759,2.7405061019142996,4.747166363010255,1.3859664404013659,Iris-versicolor
+37,5.028885781483351,2.0,3.804116045144772,1.0228788765274195,Iris-versicolor
+38,6.4554786316084485,3.2056939959163877,5.092561836649905,1.9178305751129796,Iris-virginica
+39,5.8141483665710805,3.3161905188008345,4.439244107481164,1.574888453774181,Iris-versicolor
+40,4.914031835803207,3.4411471094329147,1.5667134724164624,0.22764993446692072,Iris-setosa
+41,4.5653120372909255,3.5109917141003915,1.0000006955912666,0.19011030536001128,Iris-setosa
+42,6.816135158443928,3.0157513174296207,5.11472061531999,2.2934198529168257,Iris-virginica
+43,6.10636213870059,3.4173497378078936,4.475569916247228,1.5646368168554872,Iris-versicolor
+44,6.336928313791643,3.223397659633732,4.712378686859653,1.5996069252952887,Iris-versicolor
+45,5.699951600310817,2.8130616750476296,4.240618520746357,1.1839710164054036,Iris-versicolor
+46,7.713449487423013,2.5711020385375396,6.9,2.3003776616008658,Iris-virginica
+47,4.642672371630129,2.9197192816257775,1.3012379371245573,0.3571961522881927,Iris-setosa
+48,6.291787671710098,2.9884686086726706,5.22671422928176,1.811380893140072,Iris-virginica
+49,6.499023383113631,3.343622049858514,5.44954449938035,2.126937095602855,Iris-virginica
+50,7.663750571364081,2.6673304110897447,6.733927410798329,1.977894143544511,Iris-virginica
+51,4.892715883921759,3.248217419896505,1.5448374115189536,0.2676769020824854,Iris-setosa
+52,4.929279991608007,3.1466300580507878,1.514090279207968,0.2501917567798697,Iris-setosa
+53,6.387038762352364,3.0384028604255264,5.6276223570870005,2.2839667243991197,Iris-virginica
+54,7.575246966402859,3.0,6.588398466788703,2.075433324313004,Iris-virginica
+55,5.545856652413272,3.0,4.487242051902297,1.3998918905625044,Iris-versicolor
+56,4.94498699857386,2.0,3.4835002135589623,0.9059613265013575,Iris-versicolor
+57,7.253047118223511,3.0387759515764263,6.128798393163499,2.144609038116366,Iris-virginica
+58,5.096004648096068,3.6361989794745146,1.402584562047906,0.263741413999548,Iris-setosa
+59,5.668514078332042,2.8765567065738353,4.538181681525926,1.35158445561883,Iris-versicolor
+60,5.3465076935988,2.4784564308493455,3.989467049179158,1.1375344097164726,Iris-versicolor
+61,5.00874878911414,3.4554574284413397,1.5574290247724754,0.20072174653101404,Iris-setosa
+62,5.054413581418354,3.347716835727643,1.6447237390291443,0.43959735898441377,Iris-setosa
+63,6.367239049542614,3.3669215936515844,5.4485121025642504,2.2734742295269244,Iris-virginica
+64,5.991968150249457,2.489478155007671,4.318894932597919,1.3171360248637491,Iris-versicolor
+65,4.639637335635629,3.3677569964060967,1.519987518442485,0.1909122682118362,Iris-setosa
+66,4.935037481519317,2.0,3.3608582924832495,0.7333892372913757,Iris-versicolor
+67,6.424199562346493,3.2923885985380736,5.491396777868008,2.231826162164718,Iris-virginica
+68,4.859544665772106,3.0,1.428686493653491,0.2687690775646535,Iris-setosa
+69,6.362300734201215,2.466565525211305,5.069000728912607,1.8664656896750638,Iris-virginica
+70,6.368778038677377,3.356583610182661,5.5536611117714525,2.2918342476014595,Iris-virginica
+71,7.665482910532035,2.568722095954051,6.9,2.3339867675844843,Iris-virginica
+72,4.931701449522471,2.0000008264091695,3.7751080319878487,1.1623875929106244,Iris-versicolor
+73,6.522946346423515,3.0,5.407091533814197,1.7697303292364652,Iris-virginica
+74,4.579149937255484,3.5025388330998095,1.0000019037954688,0.2016289256701022,Iris-setosa
+75,4.903172052622849,3.2192407479657783,1.457414591595153,0.27843760628593434,Iris-setosa
+76,5.179383940074893,3.669588599997609,1.4055261483448702,0.1994580770238496,Iris-setosa
+77,4.479807917635795,2.239814599884198,1.277413930966522,0.3319236625357143,Iris-setosa
+78,5.784136729835367,2.2710871961265178,4.201469188199201,0.9188912211525624,Iris-versicolor
+79,5.046276273892057,3.1569739801413577,1.568172486481599,0.22400038541630243,Iris-setosa
+80,4.738676724792246,2.9303875487456965,1.4217289243938245,0.2827307993514476,Iris-setosa
+81,5.999594790844027,3.3571184802467497,4.798179663085721,1.798052099243441,Iris-versicolor
+82,5.732998107911036,2.3213002431423524,4.380479853830297,1.2111282634116618,Iris-versicolor
+83,5.288624439009799,3.403396437371412,1.563987064122157,0.25353264575735546,Iris-setosa
+84,6.404205207600179,3.002844155466323,4.8539757787726865,1.6453093165394173,Iris-versicolor
+85,5.745006647023548,3.1148165884206707,4.337786854903442,1.3289287879603984,Iris-versicolor
+86,5.31426477343666,2.433159058119979,3.612897909069698,1.052715406253311,Iris-versicolor
+87,6.678689416794468,2.8290402420708025,4.846852226893611,1.569371909056753,Iris-versicolor
+88,6.720159911028538,3.0373764673308448,4.887484657685736,1.5811410857798536,Iris-versicolor
+89,5.539253390841201,3.4981793338801315,2.1078558961951726,0.20281289297877753,Iris-setosa
+90,6.135703824898003,3.2691549430242515,4.692121124682437,1.6561789088022665,Iris-versicolor
+91,6.349495102410811,3.293728874754374,5.462280932832744,2.2237950550605246,Iris-virginica
+92,6.786169051265557,3.4053969049439257,5.7281106758066045,2.5,Iris-virginica
+93,5.059902280283481,3.210104063108776,1.631989026856782,0.24622842454919264,Iris-setosa
+94,6.538843411057608,3.0,5.664174520657116,1.8210591338957354,Iris-virginica
+95,4.40000136849273,3.2256213841589383,1.2994381816339695,0.2029924695744939,Iris-setosa
+96,4.850578263072919,3.0,1.456012586452069,0.1,Iris-setosa
+97,4.870310153684495,3.0490225216192757,1.4560785108582266,0.1,Iris-setosa
+98,5.855767378990393,2.902334581641842,4.31708342637559,1.2629870539265091,Iris-versicolor
+99,6.188497339659717,2.9527469569934115,4.434132038302638,1.376830169469077,Iris-versicolor
+100,5.23905341069835,3.7085452227630444,1.4728507759263132,0.30093505530298176,Iris-setosa
+101,6.084844351830013,2.601705583878274,5.059587280817024,1.849989509817172,Iris-virginica
+102,5.575928344964672,3.0,4.283838487383906,1.3894462911457581,Iris-versicolor
+103,5.007788635733716,2.456041480154713,3.43839194150122,1.0374412073937342,Iris-versicolor
+104,6.144560956214775,3.082672164335513,4.427733505633034,1.3958309299965719,Iris-versicolor
+105,7.899998647840995,3.7278416037939053,6.401868088924627,2.0075346435242754,Iris-virginica
+106,4.9734010949269525,2.0,3.485475689096722,0.8845562390271429,Iris-versicolor
+107,6.91678395209276,3.3561163712910735,5.70972796947079,2.5,Iris-virginica
+108,7.657573642241127,2.503825386153588,6.9,2.250029424828882,Iris-virginica
+109,4.400003233377658,3.1639360565672665,1.3376749665224112,0.20016412478223763,Iris-setosa
+110,7.899998764736768,3.756507662880094,6.3947461353000365,1.9843426983449126,Iris-virginica
+111,6.098125097333079,2.8695273999260507,4.521354021029189,1.239872812743813,Iris-versicolor
+112,6.396309313825047,3.256874969057977,4.803757380043566,1.664444756549377,Iris-versicolor
+113,4.9145737413351975,3.1539575385071585,1.526205532707375,0.1,Iris-setosa
+114,6.568080174558845,3.1164754587022303,4.759588616634604,1.5309066845383006,Iris-versicolor
+115,5.040873649228722,3.2088193879232314,2.0277408749707297,0.19703890835692411,Iris-setosa
+116,5.536657785792976,2.931357316416884,4.388303830050932,1.372388765108253,Iris-versicolor
+117,6.783261225364867,2.9658668670882498,4.7601407451390205,1.5211707878253171,Iris-versicolor
+118,6.31845346729895,2.87646203132427,5.727403296510431,1.8669265870503158,Iris-virginica
+119,5.027588809579714,3.603313153879979,1.315486448817503,0.22365432365151444,Iris-setosa

iris/tab_ddpm/0_4/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.972442995601025,3.269631867750477,1.4455575316033649,0.20222113589366913,Iris-setosa
+1,4.908041762233987,3.0,1.446611121453247,0.3711137085597892,Iris-setosa
+2,4.822046331560421,3.0169335375083604,1.4544287433853615,0.10000016487334723,Iris-setosa
+3,5.512815445542915,4.199996509068563,1.4191881626419407,0.2108075034810269,Iris-setosa
+4,5.780263012701361,2.88808318543658,4.198297503687041,1.2657810094285724,Iris-versicolor
+5,4.9373408354177,3.0,1.4161191143116054,0.24073440575215585,Iris-setosa
+6,5.601051095967159,2.673675243878585,4.438534337892912,1.3393425325965391,Iris-versicolor
+7,5.871555969541245,2.7529452765990388,5.170306603804708,1.8761160919452537,Iris-virginica
+8,6.206198496387284,3.4048947341592077,4.538319780492322,1.5745203030958719,Iris-versicolor
+9,4.860747130996961,2.4593055869368046,3.271364656457081,0.8971362746149996,Iris-versicolor
+10,6.591517402689752,3.0,4.740509690810925,1.4371368595376146,Iris-versicolor
+11,5.50479568080902,3.0,3.9416292401038584,1.3127484977252868,Iris-versicolor
+12,7.361577266433222,2.8982133675234194,6.305001412215698,1.8574120977817181,Iris-virginica
+13,6.606049893559825,3.0,4.929132405606592,1.7633731780568187,Iris-versicolor
+14,4.613100636184465,2.91098273954028,1.303775479399867,0.23915074196474928,Iris-setosa
+15,4.787338999483026,3.2373035667813195,1.505241376598358,0.1807196379058838,Iris-setosa
+16,4.977135582607664,2.0,2.8377507196505256,1.0073176550438634,Iris-versicolor
+17,5.202663724175631,3.063341747820752,1.9614343985495877,0.21859077395516904,Iris-setosa
+18,6.327732798279792,2.8299231465952874,4.520111419297414,1.31482190102642,Iris-versicolor
+19,6.295305886988849,3.191384702314781,5.177315545894388,1.9021268366336284,Iris-virginica
+20,7.9,3.9547270369651866,6.430528965863181,1.9830707985758507,Iris-virginica
+21,7.9,3.80427801602789,6.337505300170005,2.03103071187074,Iris-virginica
+22,7.748919246541596,2.508844031368404,6.9,2.37571131918187,Iris-virginica
+23,7.06717041647426,2.9741011437654845,6.062911325298888,1.823684476217674,Iris-virginica
+24,7.9,3.8088589176305105,6.397909679482888,1.9998017487018371,Iris-virginica
+25,4.906541883846029,3.0,1.4887997688252264,0.2261428958851369,Iris-setosa
+26,5.092209082516897,3.5203677540093823,1.4055485039522955,0.21733736454759794,Iris-setosa
+27,7.802341480034096,2.5197460323597056,6.9,2.315996087216204,Iris-virginica
+28,7.899998603885897,3.8403852717687545,6.447366801492623,1.9918321620328567,Iris-virginica
+29,5.786412151600361,3.029829544698975,4.652986882447621,1.7189868511807267,Iris-versicolor
+30,6.185824295372866,2.9576783086023237,4.515748361973399,1.2520818433181287,Iris-versicolor
+31,5.838189325595891,2.758007631142621,4.261939031276582,1.144763736276378,Iris-versicolor
+32,7.769196985490854,2.5867085704540123,6.9,2.293654469908256,Iris-virginica
+33,7.5046904876136855,3.0,6.509512215421352,2.05243577554913,Iris-virginica
+34,7.753842844806664,2.5302546699177415,6.9,2.329496977228015,Iris-virginica
+35,5.499237975705868,3.7968426656947463,1.4340834825693618,0.3965756872146819,Iris-setosa
+36,7.720398380328041,2.494632190958639,6.899998050927767,2.3074810317461454,Iris-virginica
+37,5.413553913908708,3.7258529088204386,1.36307212350166,0.6547751394758463,Iris-setosa
+38,6.052472947384807,3.2840463386075394,4.397123687853124,1.4076845965049274,Iris-versicolor
+39,4.550504961832414,3.6733201040034107,1.0,0.1867002342417643,Iris-setosa
+40,5.181257579515973,3.5436204981099353,1.3258838273439502,0.19585701827546947,Iris-setosa
+41,4.765380989587742,3.0,1.4236180526767201,0.10000017280856913,Iris-setosa
+42,5.914808330062884,2.781959717923751,4.5919696820264155,1.3746369149367206,Iris-versicolor
+43,6.6567068909146885,2.7569657797377736,4.677579426340043,1.3772481618105883,Iris-versicolor
+44,5.871475934423502,2.710848893213061,4.007245435834361,1.0229072504636318,Iris-versicolor
+45,5.682406231786148,3.822589645899865,2.0552224202752845,0.29346700055822494,Iris-setosa
+46,6.432687736543054,3.3255633575772054,5.375865038792444,2.273415424510865,Iris-virginica
+47,6.2276189564043625,2.1385417001363187,4.369504514748674,1.3659078353776406,Iris-versicolor
+48,5.887562321232946,3.3588132585646755,4.537072223312142,1.6048843287020895,Iris-versicolor
+49,4.960782582012606,3.366544428711997,1.5180003154116382,0.20414601457657874,Iris-setosa
+50,5.720369327267572,3.1375467569025974,4.7304123459387615,1.7477804311730203,Iris-versicolor
+51,4.967103190442396,3.0,1.492595500490295,0.19862666713028304,Iris-setosa
+52,5.76392792601949,2.811740030698587,4.228459766066532,1.3112026811823714,Iris-versicolor
+53,7.763133995611648,2.5455046809801383,6.9,2.3326878474059445,Iris-virginica
+54,6.152662870593119,2.9937841721612646,5.41903499095064,2.0911039068028017,Iris-virginica
+55,4.996625197513103,3.4696534566886337,1.5202661668495456,0.24893293365400562,Iris-setosa
+56,6.55454110669945,3.2000113667500654,5.510217541272617,2.15215778324389,Iris-virginica
+57,5.798090194022599,2.96959268306284,4.242876002038635,1.2022961361576543,Iris-versicolor
+58,6.399571079961808,3.0,5.583739231566255,1.951647657092973,Iris-virginica
+59,5.278231292188655,3.337118840578439,1.5007538353812198,0.21919645855928432,Iris-setosa
+60,5.972313574255971,3.0,4.328073152164665,1.290256492345326,Iris-versicolor
+61,6.865946337588663,3.3734565772883554,5.623554617043887,2.5,Iris-virginica
+62,4.842346257221861,3.4075958865767526,2.020863012750219,0.1992388899546487,Iris-setosa
+63,4.870431326825274,3.2344459647868864,2.089198132512142,0.25452172303559945,Iris-setosa
+64,4.400001250169743,3.2159875212088767,1.3280968078987279,0.19409820690601284,Iris-setosa
+65,5.54761973025525,3.0,4.378446117549467,1.3980366113952862,Iris-versicolor
+66,5.412094334920723,2.3442902982367775,3.937456225416685,1.0386583874293582,Iris-versicolor
+67,4.64737031635712,2.0304591198711415,2.986032276983933,0.7851957971274155,Iris-versicolor
+68,5.499956156876395,2.4764931171825406,3.7662919213415864,0.916756577738268,Iris-versicolor
+69,4.948202623566776,3.0,1.4653271757829673,0.20382548348814242,Iris-setosa
+70,5.204614010458971,3.151259249140664,1.7232445873545483,0.20802663629086804,Iris-setosa
+71,5.880368571661648,2.391687552920185,4.162428154738604,1.0504204761002995,Iris-versicolor
+72,4.634420327600996,3.528443973303536,1.0,0.2059120137141242,Iris-setosa
+73,5.567828540741981,3.0,4.582841064595627,1.5850833070628498,Iris-versicolor
+74,5.717036682168988,2.414853078226617,3.81624686170988,0.8150434086356124,Iris-versicolor
+75,5.548132262680885,2.9793892993517312,4.147884526503652,1.3491646440198193,Iris-versicolor
+76,5.188154274778955,2.629063736857486,4.014313134459958,1.1872355731592534,Iris-versicolor
+77,4.4,3.2027474009099963,1.402164198933125,0.1937854074491568,Iris-setosa
+78,4.8979810394832715,2.442068137114616,3.0088709127883204,0.8885981249403985,Iris-versicolor
+79,7.680357733338083,2.542244661376908,6.9,2.326031118784034,Iris-virginica
+80,5.07546059133154,3.5105504409147628,1.4493597738685744,0.2540114737418874,Iris-setosa
+81,4.547077200885156,3.53396213116453,1.0,0.20746048305050327,Iris-setosa
+82,5.931740091789091,2.7133773176364797,5.070614084305001,1.8635739469725638,Iris-virginica
+83,5.845097088420071,3.2056360296148987,4.33090673264058,1.3494883617636007,Iris-versicolor
+84,6.689117565770413,3.0402175101565017,5.1633582052526705,2.3228239853220862,Iris-virginica
+85,7.680631861589224,2.560204135787375,6.9,2.3140447504978523,Iris-virginica
+86,7.899992829486338,3.7141476557771673,6.273901859908592,1.9893343999135065,Iris-virginica
+87,7.705774334005545,2.7589300302042634,6.748252264271131,1.9883154855642307,Iris-virginica
+88,7.719285685732299,2.5783005057541355,6.9,2.282780088032364,Iris-virginica
+89,4.4,3.23792708380093,1.2602366075191538,0.18927920225310457,Iris-setosa
+90,6.162674628270917,2.5432047073680324,5.0225822447878254,1.896596484358331,Iris-virginica
+91,6.303429613746448,3.2424157791585,4.619161586811641,1.6234857852392182,Iris-versicolor
+92,6.736352547863521,2.8303034829775835,4.802775248874367,1.421577467206858,Iris-versicolor
+93,6.1612204300352715,2.844825092785758,4.267787969846489,1.2485915320139824,Iris-versicolor
+94,7.706652742047733,2.4664742305529694,6.9,2.349711804133073,Iris-virginica
+95,5.57453496574112,3.0748853263733316,4.49478160091077,1.5391669032182913,Iris-versicolor
+96,5.144986161499396,3.5052074840926633,1.356942357358379,0.19671101456425188,Iris-setosa
+97,6.349376406981695,3.2087788887828648,5.357148482204945,2.262979442301558,Iris-virginica
+98,6.632505618810728,3.0525174456128754,5.524409531855653,1.9702813282389349,Iris-virginica
+99,7.535540861217853,2.7826048881719063,6.552708396393285,1.8654814459130915,Iris-virginica
+100,7.751739979211007,2.6248686805455277,6.899998952035491,2.309652757090767,Iris-virginica
+101,5.635297555584374,3.1861539038832616,4.593801667279204,1.6103535561680506,Iris-versicolor
+102,5.579098121427548,3.0,4.320954050120405,1.3542654301094816,Iris-versicolor
+103,5.574597469008672,2.902451060546402,3.6003755424583934,1.2496945002707245,Iris-versicolor
+104,5.028405176016023,2.0,2.9676938284718872,0.9701956590782874,Iris-versicolor
+105,5.7541129376611195,3.0618069658522646,4.3246086180684085,1.3505781821982388,Iris-versicolor
+106,5.569412983358117,2.9213106232125994,4.280325157162509,1.2772703898334619,Iris-versicolor
+107,5.713714234374079,2.9509322774079623,3.8910348225285425,1.2271792760366285,Iris-versicolor
+108,6.615780247797777,3.0,5.428371703332175,1.8455800816063748,Iris-virginica
+109,5.6821880869331505,2.711428026069086,4.310798540643995,1.1160514770924816,Iris-versicolor
+110,5.852994412916584,2.672334290699485,5.090914411888557,1.8744910488381306,Iris-virginica
+111,6.944619709170035,3.167826194530292,5.747274711033577,2.2641825436059255,Iris-virginica
+112,7.899991007486098,3.5796974667479486,6.357918579152591,1.985009468045796,Iris-virginica
+113,4.7149846439897045,3.0,1.314527508600832,0.1,Iris-setosa
+114,4.400026080801029,3.0966364559459154,1.301429510562436,0.21353829043580289,Iris-setosa
+115,4.87136044877034,3.085284806412462,1.5029344700357758,0.1,Iris-setosa
+116,6.662745330521602,3.0,5.586987325550187,2.0154604026945337,Iris-virginica
+117,6.384890282807374,2.586708197507758,4.3562155004652965,1.1327816080117346,Iris-versicolor
+118,5.567218101399467,3.7015125525546466,1.4722227345233811,0.27544909586975186,Iris-setosa
+119,6.38375713606263,3.217611495464639,4.701831782971471,1.5493106172132227,Iris-versicolor

iris/tab_ddpm/0_4/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.68471364723832,2.7366612115965445,4.285926114816613,1.3039899059372364,Iris-versicolor
+1,5.819705359065995,2.9404884503231123,4.716564490326453,1.4309998102553505,Iris-versicolor
+2,5.905888518775921,2.7886720066490183,5.040672002767362,1.8692559707960126,Iris-virginica
+3,5.912845544974554,3.355519894537244,4.511808438592655,1.6314777907175602,Iris-versicolor
+4,6.655359693230545,3.237665999634464,5.751886914587121,2.4999940873345103,Iris-virginica
+5,5.7405711503665415,3.0,4.297578223582727,1.3313767369125493,Iris-versicolor
+6,4.8647167218161425,2.4454341402297364,2.861819623836836,0.7809601108724062,Iris-versicolor
+7,6.205768442786515,2.7209056052113363,4.360482371774178,1.2388641739248616,Iris-versicolor
+8,6.76642861756581,2.9952748047287794,4.827918271155096,1.6331229972507648,Iris-versicolor
+9,7.579619618387128,2.6287908057767457,6.899977044946764,2.2482593303916616,Iris-virginica
+10,5.0405424248582795,2.0,3.524942332553462,0.8774422230319994,Iris-versicolor
+11,6.14812783627146,3.0978723137767004,4.6472511386189455,1.7162484710225896,Iris-versicolor
+12,4.889931660995073,3.1252748401524695,1.51823760300521,0.21602363436300248,Iris-setosa
+13,7.704265813083537,2.7925849291099936,6.722661383682483,1.9858357729196479,Iris-virginica
+14,5.076727565400766,3.788751269384936,1.2954235116832602,0.2775790638880353,Iris-setosa
+15,5.5862897295745,2.408337410433166,4.2351277130572775,1.1339454497645933,Iris-versicolor
+16,4.952227567708579,3.4576160848512147,1.5502062691986662,0.20802098862020424,Iris-setosa
+17,7.645926757555063,2.858247516997759,6.677864125475312,1.9695463589795565,Iris-virginica
+18,5.805276793431186,3.197990871930823,4.309199332459287,1.4441874763288736,Iris-versicolor
+19,4.949485552799624,2.00000050549004,3.1078012664406787,0.8679674103492501,Iris-versicolor
+20,5.0010353284813585,3.4208891622079727,1.5415309310655576,0.27722024492740155,Iris-setosa
+21,4.809308380552367,2.9440351477622366,1.4309393919941795,0.21434702399548103,Iris-setosa
+22,5.867914010421219,3.0,4.5620724240645965,1.469112363290709,Iris-versicolor
+23,6.093963813251229,3.15688233602703,4.747707981497674,1.6488868442428535,Iris-versicolor
+24,6.455934216317039,3.240687914776589,5.217539840346105,2.0982036984496717,Iris-virginica
+25,6.468781035445266,3.249615411824609,5.235711600638181,2.266074935030915,Iris-virginica
+26,4.8082739817875115,3.0,1.391559893624727,0.10000031910116797,Iris-setosa
+27,7.733792958699858,2.5059314373652666,6.9,2.2427410587485004,Iris-virginica
+28,5.246622300428412,3.4181046624789198,1.4510923702700964,0.2711143777163697,Iris-setosa
+29,7.184671324168597,2.7339720061113013,6.1913096031910655,1.7891424015853095,Iris-virginica
+30,4.521806124587088,2.626629296250887,1.3069078459872532,0.25729813305332333,Iris-setosa
+31,6.681454514275836,3.0431156799352483,4.847487812673484,1.5868583492428086,Iris-versicolor
+32,6.291203871688594,2.6126012379667323,4.942128246929689,1.7995873231430535,Iris-virginica
+33,7.76406506034399,2.8402862196534358,6.756717596093204,2.0842493596629397,Iris-virginica
+34,5.077103754040292,3.696677706012713,1.3700901274587916,0.2066670700886311,Iris-setosa
+35,6.511179895410228,3.3825656769017898,5.644829803249329,2.2819793317402497,Iris-virginica
+36,5.027494231494563,2.0000017656925286,3.637590135012082,1.0543182588482536,Iris-versicolor
+37,5.192808267153595,3.375050293797579,1.5753290016677493,0.3747287407928002,Iris-setosa
+38,5.369360071593525,3.3471369193626277,1.566616114578153,0.22968188321798905,Iris-setosa
+39,5.620351390808373,2.5837417982498536,4.216855870380854,1.136177095657137,Iris-versicolor
+40,5.788603800346057,2.9019572864984027,4.328641330942145,1.2038720861216619,Iris-versicolor
+41,6.58402312234724,3.296911387973323,5.609804120771983,2.193172579345959,Iris-virginica
+42,6.670857288883816,2.972564800608429,4.859133173652649,1.6599763690223743,Iris-versicolor
+43,5.763580147134527,2.781122892478186,5.080649769413162,2.089231825452299,Iris-virginica
+44,4.59194277409086,3.7533112115505993,1.0,0.18399547324691873,Iris-setosa
+45,4.960188627132292,2.0,3.158865770591918,0.9268561068556129,Iris-versicolor
+46,5.177761233905576,3.4989797501349416,1.5481644903953997,0.5725875530880354,Iris-setosa
+47,5.19835509839328,3.8658364196069273,1.3309066996551482,0.22890953397455963,Iris-setosa
+48,5.849320587823271,2.622196547803841,4.212334250476605,0.9223161944457188,Iris-versicolor
+49,6.247370422764567,3.0296960369037516,5.032524427387844,1.8585934510280493,Iris-virginica
+50,5.823257462721824,2.6713188816109867,5.150743636875431,1.872373228469647,Iris-virginica
+51,6.413558210110656,2.2614746668708516,4.398803539463798,1.4576886864769611,Iris-versicolor
+52,5.542686496667401,2.9793216565786684,4.382823607583335,1.3864420645127327,Iris-versicolor
+53,6.359689838240421,2.4403453438062135,4.345947383516327,1.237914382321227,Iris-versicolor
+54,5.778623904421744,2.8292958058566158,4.608297039239652,1.2817970824418812,Iris-versicolor
+55,5.837514475167821,2.7474964005265967,5.066684971549456,1.8978756208738128,Iris-virginica
+56,6.089311211263503,3.1544054145685925,4.78716394808373,1.7037697033277843,Iris-versicolor
+57,5.898065879103118,3.2324889689338843,4.66514819145253,1.6644358055098238,Iris-versicolor
+58,5.827720230597119,2.697769629693926,5.190867687088469,1.9371619781982719,Iris-virginica
+59,6.736032112287147,3.190559280945453,5.445678734796475,2.2006635061539286,Iris-virginica
+60,6.172357728742455,2.2118164196362837,4.432085421644563,1.4015036588158978,Iris-versicolor
+61,6.29828055272724,2.5219897944627263,5.289758964413657,1.8780951651544657,Iris-virginica
+62,5.837534233970409,3.0,5.16235453587907,1.8133912850882317,Iris-virginica
+63,7.695577786148789,2.614734858768196,6.899997874498482,2.2730723648427804,Iris-virginica
+64,5.595771126182495,3.0582551166661327,4.625419065185865,1.549996632534534,Iris-versicolor
+65,5.507645101408657,2.6338204295188747,3.8010393657632915,1.2231445552673337,Iris-versicolor
+66,4.95271112241901,3.2324228728986997,1.5363559011697088,0.1000001964182922,Iris-setosa
+67,6.038717690110796,2.5220303691308974,4.521117334222734,1.2904991093922766,Iris-versicolor
+68,4.951576624420892,3.2574667252410685,1.8400961918283403,0.250796717481129,Iris-setosa
+69,6.8980447357920625,3.0,5.801145296219297,1.9327838161913153,Iris-virginica
+70,7.747662391784849,2.710697210668823,6.837091958187485,2.108706992234805,Iris-virginica
+71,6.153146542101611,3.0557793916336413,4.448728210389117,1.3981058781785862,Iris-versicolor
+72,7.001761846556889,2.9626983754362577,6.239281144460162,2.0361739002263084,Iris-virginica
+73,5.526090431741082,2.9379186321007085,3.9628308634551344,1.2775413705784797,Iris-versicolor
+74,4.823954222803723,3.436822112865102,1.6305455803619957,0.19399940063071935,Iris-setosa
+75,4.697242918626274,2.9390548568867887,1.4165587966940867,0.33402369569600593,Iris-setosa
+76,5.2461542097048595,3.447704265325829,1.4753164453735033,0.19978801597163265,Iris-setosa
+77,4.9142437110252075,3.1502155737776834,1.949535201439204,0.19713639070042294,Iris-setosa
+78,6.679809171696485,2.9746891388218764,4.698650415971778,1.4713075417761385,Iris-versicolor
+79,4.412782305243578,2.6780678232576935,1.230748385121092,0.255148355803959,Iris-setosa
+80,4.942575596623185,3.3260768553638624,1.5739109687649593,0.30270806774116954,Iris-setosa
+81,5.797161299839911,2.9784297969881597,3.6988186429780403,1.2031495324354955,Iris-versicolor
+82,6.313715908769824,3.0,4.76320803714365,1.5868242279250357,Iris-versicolor
+83,4.824254959782372,3.0296609134296277,1.4408043953827154,0.10000016074525095,Iris-setosa
+84,4.890047835749059,3.0,1.4082932735303448,0.22146662557827823,Iris-setosa
+85,4.9413131811370885,3.4912180425528403,1.3871900178487588,0.19595759238830807,Iris-setosa
+86,6.288111477819782,2.688146863273989,4.273018122784338,1.3803217515235846,Iris-versicolor
+87,6.253248085814722,3.4140475899616463,5.471790055559891,2.356125435947801,Iris-virginica
+88,6.287510922221404,2.839068296962666,4.9896521033614345,1.7621221171615846,Iris-virginica
+89,5.061884029445748,3.3480956442257788,1.5159818564195828,0.5983043175286807,Iris-setosa
+90,4.579335632061393,3.7075605818861925,1.0000003606296588,0.22152272057368394,Iris-setosa
+91,6.088917764731214,2.2092484491588458,4.359989530612198,1.314665331039196,Iris-versicolor
+92,5.888791687467852,2.852082313512221,4.594563829890847,1.5580667928769207,Iris-versicolor
+93,5.44800070792689,2.944367253450773,4.290587345880298,1.3743951231512843,Iris-versicolor
+94,6.567014303654977,2.996025477817115,5.830773196604891,1.9718746903791229,Iris-virginica
+95,7.7643076639920885,2.915976585976546,6.7644003371973,2.103161046197694,Iris-virginica
+96,4.899843204056669,3.368422947078899,1.8461712221489193,0.19708847236883487,Iris-setosa
+97,7.9,4.011167248526918,6.463865136316498,2.0370023199950067,Iris-virginica
+98,7.029389799681261,3.0,5.891507562676604,2.159993514637943,Iris-virginica
+99,5.713236576837225,2.4229402602105305,3.9183453068246004,1.0416709994362054,Iris-versicolor
+100,5.376742868381175,3.781603571295466,1.2795119341172363,0.2829331793230926,Iris-setosa
+101,7.668199985991523,2.922443046244616,6.639046815911288,2.034937075897099,Iris-virginica
+102,5.925397250502463,3.4109497364520616,4.459921460066766,1.5952174042359495,Iris-versicolor
+103,6.527176937556599,3.052889938811979,4.779204262100837,1.6847924298531545,Iris-versicolor
+104,4.937859314923446,2.0,3.51519819506442,0.9305307145411617,Iris-versicolor
+105,5.777350503990638,2.8176941782781384,5.303755511675213,2.452014094790726,Iris-virginica
+106,4.916147126285112,3.2441106083614133,1.5619069514717072,0.2087634622026085,Iris-setosa
+107,7.762736868010192,2.926972999150554,6.762082516271412,2.081606392255011,Iris-virginica
+108,4.554835384044031,3.676029591830657,1.0,0.20194395215187105,Iris-setosa
+109,5.723509262000125,2.605928385427701,4.2506105595679395,1.0589631972005045,Iris-versicolor
+110,7.668641520536396,3.0,6.680626076610358,2.0737843925245727,Iris-virginica
+111,4.883307194192977,3.4497092336389987,1.4919182927545438,0.20517191194092874,Iris-setosa
+112,5.586074632820852,4.2,1.4132064621539386,0.2062288033798635,Iris-setosa
+113,4.899049865467809,3.0,1.454208409574791,0.21608277461735775,Iris-setosa
+114,6.7019488118105555,3.0184806746053043,4.8594537902144666,1.5917738021812602,Iris-versicolor
+115,5.813094886885676,2.73426555048243,5.104236084400056,1.8778724354807037,Iris-virginica
+116,5.036328808234448,3.2137812664381675,2.1818717806155394,0.19573074392847367,Iris-setosa
+117,6.7709593834327135,3.0480636067671845,4.862738863291444,1.6497993319016815,Iris-versicolor
+118,5.035592633323828,3.210906779586986,1.450029452401199,0.20727128451077054,Iris-setosa
+119,4.993425831512855,3.0,1.5022628558854625,0.22670745148472762,Iris-setosa

iris/tab_ddpm/0_4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.129301065321797,3.2716640029504145,1.568335051716317,0.6666042772868289,Iris-setosa
+1,6.431426013712057,3.3143823886165933,5.314053709258626,2.2289938699724323,Iris-virginica
+2,6.722369790642181,2.864924130495934,4.8640024551069665,1.4401651844851013,Iris-versicolor
+3,5.750121144221491,2.868296555931691,4.3255069482444926,1.2724598255718707,Iris-versicolor
+4,5.3510458236990335,2.4227723381067117,3.4745794059815647,1.1063778916643574,Iris-versicolor
+5,4.858217460717743,3.1296293405323823,1.493749883270426,0.10000016578090613,Iris-setosa
+6,4.795538320388852,3.0,1.4630809743462945,0.10000013711520579,Iris-setosa
+7,4.782116360575566,3.0,1.3473679879890907,0.1,Iris-setosa
+8,7.703306049944382,2.5362436721902184,6.9,2.311306435966166,Iris-virginica
+9,5.522769336577518,3.0,4.5567055418383715,1.4422353619716761,Iris-versicolor
+10,7.2070271002739466,3.0597980184888494,5.7335773001661945,2.258835802274324,Iris-virginica
+11,5.1754086183951005,2.446468672944167,3.5107445949210714,0.96133631929416,Iris-versicolor
+12,7.036111406266522,2.903111201996736,6.301434349047814,2.0106467355853237,Iris-virginica
+13,5.533323365668288,2.6981629074814686,4.267862552384299,1.1594991160215429,Iris-versicolor
+14,5.231426137868113,3.428544082356666,1.57646772497037,0.7565454023763586,Iris-setosa
+15,5.389792293098262,3.5666970376985376,1.6595355986911653,0.21834210346503785,Iris-setosa
+16,7.899998056806433,3.8086902025941916,6.344436862597853,2.006490917132026,Iris-virginica
+17,4.830654731193361,3.0178939527153643,1.438725566063202,0.10000009464627463,Iris-setosa
+18,5.787750467139312,2.6727531156101527,5.138425342729773,1.93674042754668,Iris-virginica
+19,5.761363451391495,3.093494021739921,4.373347907890663,1.4157293372763653,Iris-versicolor
+20,5.827498718021405,3.0,4.16617906189965,1.31936487210318,Iris-versicolor
+21,7.725934249456323,2.535678856414401,6.9,2.386004372395081,Iris-virginica
+22,6.7227439717515285,3.3265279170643676,5.7102523371751595,2.499999510883676,Iris-virginica
+23,6.691879687203351,3.2380938033503748,5.749516291500416,2.1108014578034,Iris-virginica
+24,5.59286050351901,3.0,4.524338955797483,1.526662846749154,Iris-versicolor
+25,6.618551996960656,3.0,5.994881905704563,2.274859357017032,Iris-virginica
+26,6.059734954219592,2.3488369958412956,4.348914279417454,1.2219440497540865,Iris-versicolor
+27,7.899998597781234,3.8010992921488107,6.355627963439626,2.003270662916937,Iris-virginica
+28,4.807245449917947,3.0,1.4178516621723594,0.10000012922081308,Iris-setosa
+29,5.038966890598781,2.0,3.796951459263007,0.8737860257293466,Iris-versicolor
+30,4.934855320933632,2.0,3.3961256876799,0.8016797301396963,Iris-versicolor
+31,6.698828488252953,3.0,5.052905991595062,1.7461239070968058,Iris-versicolor
+32,5.368448562558583,3.9127504852584964,1.238475846313477,0.39761201385049894,Iris-setosa
+33,5.420504321269139,3.4517708873220876,1.5404064445418075,0.2042957152760084,Iris-setosa
+34,5.007130001894291,3.2283111065274546,1.6660389161177012,0.29182441857588004,Iris-setosa
+35,6.5386975421120574,3.0596291278350596,5.075043026169242,1.9940364923147083,Iris-virginica
+36,6.05268523195827,2.889169902715042,5.337014187206748,1.793551575411398,Iris-virginica
+37,6.237331996881963,2.7512535427692244,4.6376526914847345,1.2607041193920103,Iris-versicolor
+38,5.013771798870912,3.7096203819720386,1.4060704776933828,0.24762781923733748,Iris-setosa
+39,5.004429162731746,3.27230543745522,1.6920635552545356,0.2063664056741979,Iris-setosa
+40,5.401403809494602,2.818520138733995,4.452804735742893,1.3408670870141972,Iris-versicolor
+41,6.715175352362171,3.3231240615313773,5.663785192444622,2.5,Iris-virginica
+42,5.825847684044243,2.5209858591250116,4.279498351278269,1.087232222545755,Iris-versicolor
+43,4.987847180750195,3.510395857622501,1.4327308685034423,0.1916263840846899,Iris-setosa
+44,4.884953292196582,3.0644573319237667,1.4767168555101762,0.1,Iris-setosa
+45,5.539309745840333,2.3240388481352396,4.02677786697439,0.8599809371736218,Iris-versicolor
+46,5.007949227800921,3.478372659771279,1.4783210680848993,0.23610721877094185,Iris-setosa
+47,4.878687757729068,3.1064103529491525,1.515325499493313,0.1,Iris-setosa
+48,4.4,3.2460270952966686,1.3160423267950927,0.19769407610960088,Iris-setosa
+49,4.958800834679396,2.0,2.991946980533661,0.9350908447486082,Iris-versicolor
+50,5.730510213574895,3.1357481862058343,4.5691211038961015,1.6022275362184033,Iris-versicolor
+51,5.029208942339584,3.492345574766862,1.4250432643215911,0.2129216345435443,Iris-setosa
+52,6.7671077478914405,3.1600990462279492,5.170283669820338,2.267404354393104,Iris-virginica
+53,5.980015559365506,2.7086918567546707,4.623465080639087,1.1967751740976946,Iris-versicolor
+54,6.664424545158943,3.275193499537757,5.7611166841894645,2.4999992574783025,Iris-virginica
+55,7.736453675813953,2.5021169869916613,6.9,2.3290630890033355,Iris-virginica
+56,6.301085280418299,3.3580644554283254,4.764130743129889,1.668964626403105,Iris-versicolor
+57,4.4,3.1062198080977734,1.2784563288895667,0.15911333081941334,Iris-setosa
+58,4.901866077422601,3.4569344602193275,2.021452443725059,0.2014525355072178,Iris-setosa
+59,7.9,3.781614858903535,6.348593280490814,1.9673971274373798,Iris-virginica
+60,6.125370184792091,3.3673366633956983,4.468052755504028,1.5634085052035909,Iris-versicolor
+61,6.107124325283135,2.259611668458637,4.437443132388701,1.3710296917840152,Iris-versicolor
+62,6.7976493119627195,3.3087021586289334,5.467154499567194,2.5,Iris-virginica
+63,4.642631327539239,3.337861983853072,1.4689891942086848,0.18801829754661858,Iris-setosa
+64,7.286254214297329,2.896431258648225,6.2373932035384385,1.8029579653849983,Iris-virginica
+65,6.173161549968493,2.6000832924239736,4.413861507060906,1.2252133430564647,Iris-versicolor
+66,6.722879347961286,3.0100570751727083,4.998116818506991,1.6750737979905157,Iris-versicolor
+67,6.4933123898239655,3.006692210657736,5.418754237434389,1.8451132359111948,Iris-virginica
+68,5.016151387447408,3.4550661770916546,1.575075167347435,0.3284038867133265,Iris-setosa
+69,6.282354378968547,2.8987826731406776,5.6721285203217695,1.7813123189390665,Iris-virginica
+70,7.9,3.741669242795563,6.380723066331934,2.019722620937475,Iris-virginica
+71,7.717842154329664,2.5834214356257776,6.89999837629971,2.2633752153036957,Iris-virginica
+72,4.70393965348562,3.0,1.3205643836483938,0.24538054547881516,Iris-setosa
+73,7.8999977984751855,3.779811970736014,6.3467525372187605,1.9898834771162746,Iris-virginica
+74,5.894723158523892,2.807988273436937,4.580243477509949,1.2333257153758226,Iris-versicolor
+75,6.020793385810395,2.9034696440799093,5.168361238468483,2.4976200259467145,Iris-virginica
+76,5.537906048098132,4.2,1.3591296736459266,0.21067658140552734,Iris-setosa
+77,5.845028101486936,2.8815108402510567,3.881363060264043,1.2186272949605415,Iris-versicolor
+78,6.500810423615408,3.0,4.969529938319683,1.78365340428701,Iris-versicolor
+79,5.7403139379265715,2.7305880815483645,5.09351186725388,2.010487565374821,Iris-virginica
+80,5.143461303123424,3.121804963123979,1.6911629771787495,0.2283754081799955,Iris-setosa
+81,6.601663196671575,3.011483909771198,4.905614657298817,1.6234502564253388,Iris-versicolor
+82,5.545482252294468,2.8456992652725193,4.331798926462039,1.373315297387278,Iris-versicolor
+83,5.86005958216712,2.7342817152502525,4.445924764137371,1.3089750177752393,Iris-versicolor
+84,7.686564767474604,2.602347611413622,6.9,2.332914377900102,Iris-virginica
+85,4.908956557116079,3.284843305777837,1.4255965537230035,0.18843832740182465,Iris-setosa
+86,6.292498962031827,2.706768039911976,4.929849695796207,1.8132754613261377,Iris-virginica
+87,5.0692984606619556,3.4890842842433885,1.567030838918736,0.29327910026695647,Iris-setosa
+88,4.947519431986181,2.0,2.7893618410637604,0.8571367174423374,Iris-versicolor
+89,5.841502039754997,3.2220255140935143,4.754450818040234,1.7310723383926123,Iris-versicolor
+90,4.900784692775396,3.153013434427058,1.5068134822478099,0.10000014535819704,Iris-setosa
+91,5.648536297134276,3.0,4.435109688432794,1.3162427443977494,Iris-versicolor
+92,4.805233610966507,3.427597092782593,1.8098389565100783,0.2059626341250508,Iris-setosa
+93,4.5866496749934145,3.6285243345021296,1.0,0.20239398690667373,Iris-setosa
+94,4.853394995364196,3.669874949415974,1.001036579099931,0.21260177963139443,Iris-setosa
+95,6.326923706804734,3.0,5.5351191609103125,2.4997558291844375,Iris-virginica
+96,4.9993135338039245,3.313213346670988,1.7429615743205247,0.5350249800270408,Iris-setosa
+97,6.325289654188226,2.530922525960241,4.951645400457262,1.8614350748340551,Iris-virginica
+98,5.206832860049713,3.1955447731964983,1.5253140752316554,0.19211752273314653,Iris-setosa
+99,5.767594563363793,2.812640094414685,5.3510196637646334,2.414273582970927,Iris-virginica
+100,6.6606941723425495,3.0,4.9782881988737655,1.6687146394069339,Iris-versicolor
+101,5.616184159568288,2.917190921754624,3.7891674550378043,1.266103993756257,Iris-versicolor
+102,5.198711443602686,2.674485856086101,4.211070471849842,1.2819524128130313,Iris-versicolor
+103,5.967998696777112,2.7135275308261537,5.152635606048972,1.8557689491744493,Iris-virginica
+104,5.810965120805359,2.6540590449231356,3.9790166323856324,1.211258714755065,Iris-versicolor
+105,4.901705004046482,3.0,1.4695213354011876,0.3834860193899311,Iris-setosa
+106,5.874162266014166,3.052626938230438,4.447485802543044,1.377774620851598,Iris-versicolor
+107,5.535624095514009,2.991465078448007,4.038925265621509,1.3077371556180308,Iris-versicolor
+108,7.461483876674839,2.779998945938795,6.5133071280807595,1.8638781017720438,Iris-virginica
+109,6.830712426370972,2.9306100280865053,4.630944674531701,1.4262528360313438,Iris-versicolor
+110,5.586833890350449,2.913934274186398,4.499196637141924,1.349155527872273,Iris-versicolor
+111,6.756434807884017,2.9910535415927475,4.609800319917167,1.431519650238072,Iris-versicolor
+112,5.887242022329542,2.9459943721418704,4.320951300528662,1.297190509788005,Iris-versicolor
+113,7.9,3.7985169695885284,6.4180347546118055,1.9887099320212087,Iris-virginica
+114,4.558498792993323,3.6956678925830984,1.0,0.2004859435767631,Iris-setosa
+115,6.746370848118156,3.4091468719514877,5.7834621295332305,2.5,Iris-virginica
+116,5.385893386202659,3.430012013226728,1.4853951078996972,0.2916030263281639,Iris-setosa
+117,6.6129617488849,2.4869152078214967,5.6121619428972425,1.804062159954892,Iris-virginica
+118,6.564074517709933,2.6266761540985106,5.603155969510156,1.8103796462371775,Iris-virginica
+119,7.9,3.8655386222950545,6.304179687120891,2.031766013445296,Iris-virginica

iris/tab_ddpm/0_4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.605517961207356,3.2075937333173843,5.330097521516643,2.1855292701201634,Iris-virginica
+1,6.440583608712466,3.0,4.362430339031239,1.3710498876564192,Iris-versicolor
+2,5.380845646167098,4.2,1.389205169644075,0.19901523887919154,Iris-setosa
+3,5.072391104368056,3.1698671610275606,1.574562238630616,0.2711967377670364,Iris-setosa
+4,6.146638693042355,3.0,5.076092809878897,1.9683035957996413,Iris-virginica
+5,5.8643608293241325,2.6567752441871084,4.448338008167139,1.2251867806950956,Iris-versicolor
+6,4.991364107262477,2.0,3.496758224683435,1.0316453469601445,Iris-versicolor
+7,4.96833928903854,2.0,3.0759599748853947,0.6524405896084662,Iris-versicolor
+8,6.335494164021112,3.118001203249823,5.194615338515389,1.9973679025820352,Iris-virginica
+9,4.875146641977393,3.0611939114307853,1.4573864424176173,0.1,Iris-setosa
+10,4.920153245797371,3.186426533042856,1.533740925114703,0.22199760649184896,Iris-setosa
+11,5.344313429531882,3.751340507826591,1.374648568654747,0.28679642591056964,Iris-setosa
+12,7.593625756258239,2.960910520277942,6.592474692018641,2.0130265119167077,Iris-virginica
+13,6.115429035115343,2.341240090127941,4.304372552145611,1.2394174079101516,Iris-versicolor
+14,5.492706333958947,2.984200595041654,4.408039771561114,1.3980923350044205,Iris-versicolor
+15,5.787908221877946,2.714276236890317,4.014630460657998,0.8427478718935473,Iris-versicolor
+16,6.307276130221719,3.1689672363019463,4.89854857669707,1.7313770731539078,Iris-versicolor
+17,4.797042478240939,2.984487627148194,1.4039319329373616,0.29161539721711754,Iris-setosa
+18,5.561372230345908,4.2,1.400435854199125,0.17494308330930428,Iris-setosa
+19,5.32735340709992,3.824659642333782,1.443524356558649,0.2335956454495122,Iris-setosa
+20,6.755585298530907,3.0508694367825004,5.940432652569433,2.2476687896868324,Iris-virginica
+21,6.388970532700746,3.00188074015715,4.691966912000333,1.548643469085685,Iris-versicolor
+22,7.9,3.6687054679290068,6.403297069666914,2.0546368654075824,Iris-virginica
+23,4.84925906760978,3.0,1.4266439974326977,0.10000010297734674,Iris-setosa
+24,5.510258571944417,3.0,4.458266057748278,1.448300191440238,Iris-versicolor
+25,4.656435181776159,3.365408152144991,1.4669997770654497,0.20632056194809736,Iris-setosa
+26,4.64002047331314,3.359169096588633,1.5178936944262023,0.19487742420908327,Iris-setosa
+27,6.398738279232602,3.0,4.586294870225421,1.3788797200350882,Iris-versicolor
+28,5.185628480884446,3.7116618729021176,1.3788768482884433,0.20847168497815804,Iris-setosa
+29,5.931369812791879,2.6892973178441757,4.401297462738778,1.2373826679189233,Iris-versicolor
+30,6.796959359878073,3.4511830452576464,5.524092798057577,2.5,Iris-virginica
+31,6.542526591802144,2.693504510046907,5.762654587473136,1.786922418170438,Iris-virginica
+32,5.54087403870564,3.0,4.273946616151641,1.3367453244718006,Iris-versicolor
+33,5.03528556981893,3.1709454455072303,1.4910192504888538,0.6018973227697695,Iris-setosa
+34,5.152095362037631,3.4869861544451375,1.4057204129292016,0.19690179409514375,Iris-setosa
+35,4.9128240661929485,3.03402182558959,1.553454658446633,0.1,Iris-setosa
+36,6.44723620621825,3.3040464963002387,5.229706177832786,2.0562124730602704,Iris-virginica
+37,6.177137874104045,2.8382413154235615,4.0077304004870955,1.259991935143106,Iris-versicolor
+38,6.264695929178346,3.2243731492554395,5.583865062692509,2.115820187140404,Iris-virginica
+39,5.334053576656286,3.575198933485469,1.4460007825998897,0.21019210542600286,Iris-setosa
+40,6.215705288118842,2.8494211321658356,4.571401590060837,1.457976405299545,Iris-versicolor
+41,4.575829427536999,3.591831525876944,1.0,0.20767267391666774,Iris-setosa
+42,5.652785139219031,3.0,4.250542775784832,1.3269263785041068,Iris-versicolor
+43,4.901476617514857,2.0,3.0947622263159573,0.828813485689418,Iris-versicolor
+44,6.3399222091092176,2.7357225053183254,4.187484150637423,1.3200619869332773,Iris-versicolor
+45,4.9241125404209765,2.0,2.580543394137492,0.7027016201914269,Iris-versicolor
+46,6.368534191907299,2.9664604536486694,4.369564263961303,1.3765103492103898,Iris-versicolor
+47,5.511211018286074,2.4922064652810683,4.226954395035302,1.0150502144428706,Iris-versicolor
+48,5.762511262318215,2.820560224047316,4.573911681367554,1.1279737636876201,Iris-versicolor
+49,5.064774283968688,3.826759984505417,1.3818300376598227,0.25175002910756983,Iris-setosa
+50,5.4259032686952855,2.602377284360306,3.693658223495587,1.079608529620624,Iris-versicolor
+51,5.071881970483405,3.1769400324670714,1.4616889442947874,0.2302289406519367,Iris-setosa
+52,7.62471981467254,2.7946476871352175,6.657743762985737,1.9787684504294019,Iris-virginica
+53,4.774383958023667,3.3215394300227166,1.575276908398147,0.20408260523328337,Iris-setosa
+54,6.295086998656987,3.0,5.5355317784346,1.753461153577277,Iris-virginica
+55,5.724920131871399,3.767950373081003,1.8022149935239375,0.28927217051578724,Iris-setosa
+56,5.8278377273172595,2.95052116421357,4.457419125932176,1.3626432467820955,Iris-versicolor
+57,6.100718953410294,3.074393529401352,4.340324691747835,1.3307186757299276,Iris-versicolor
+58,6.392639418513052,3.415373314419246,5.576360390976626,2.3154731090265477,Iris-virginica
+59,7.720514247624317,2.7533271063042597,6.780198192597414,1.9959261531011423,Iris-virginica
+60,4.9119600373755326,3.0977558375213565,1.4855050274241592,0.10000009078513367,Iris-setosa
+61,5.4754783309370785,2.7800093583046106,3.8773717228219997,1.1523613290642445,Iris-versicolor
+62,6.240213635103927,2.7007799353186916,4.390995565738298,1.2615713687140955,Iris-versicolor
+63,5.601402904672404,3.115838798974907,4.524812131425651,1.5432791407238493,Iris-versicolor
+64,4.9025173060557155,3.422895830598089,1.5410276153842517,0.20592816400909594,Iris-setosa
+65,5.306074383946158,3.3940720154744306,1.5242673762632395,0.20608025155368864,Iris-setosa
+66,6.130597821526172,2.4075786182830363,4.479504578054604,1.3493738971343527,Iris-versicolor
+67,5.050547508218181,3.5066493721005476,1.4171562007403256,0.2029298389625985,Iris-setosa
+68,5.8024252527122515,2.728297217286472,4.6485907953677374,1.2807043315008246,Iris-versicolor
+69,5.737768519795029,3.1803693503397987,4.743586175955956,1.7354482469770165,Iris-versicolor
+70,6.71537191515403,3.0,4.8937113341255385,1.639243714695962,Iris-versicolor
+71,5.485929634822704,4.2,1.381693420571267,0.22805064810073275,Iris-setosa
+72,5.4460911099655025,3.8966898665981757,1.4163643105658958,0.2710276160661261,Iris-setosa
+73,5.094495122801297,2.000009723030992,3.573840390922129,1.020618536074097,Iris-versicolor
+74,5.486997763713726,3.47405250525124,1.4819479679883578,0.26696285041618,Iris-setosa
+75,6.109399758172251,2.887152640130333,4.687594301798802,1.280856591081173,Iris-versicolor
+76,5.003765301173099,2.000000923215332,3.219488807334078,1.0049104328278613,Iris-versicolor
+77,7.755215487791077,2.5832802209757237,6.9,2.348646033332967,Iris-virginica
+78,5.936986613315865,2.857388419692209,5.238090747790385,2.010140280382723,Iris-virginica
+79,4.954414209094437,2.0,3.3399495126606253,0.9427185262413882,Iris-versicolor
+80,6.8207761826229705,2.922161803129772,4.825962142400853,1.4882230268330106,Iris-versicolor
+81,4.984299455961873,2.0,2.4191852981564317,0.8583030060574497,Iris-versicolor
+82,4.902260461106839,2.4169511572284277,3.439750109583542,1.040404865573391,Iris-versicolor
+83,5.652712624217168,2.68218580205218,4.230014276606279,1.057077422369121,Iris-versicolor
+84,5.019883674350323,3.049467293468843,1.5411355157242852,0.29744823649373364,Iris-setosa
+85,4.78764994231347,3.0,1.381535943640464,0.1,Iris-setosa
+86,5.922418579831263,3.1639913344037227,4.687425230455142,1.6362246040225898,Iris-versicolor
+87,6.100344771328028,2.2403956022633964,4.121957180323709,1.0705498772754436,Iris-versicolor
+88,5.588853388106727,4.2,1.3686725073481016,0.21231886740651534,Iris-setosa
+89,6.570514234239862,3.0202558773005266,5.473876829626667,1.9474883779668146,Iris-virginica
+90,6.654253863158698,3.2171503246281508,5.137720303882392,2.218315442470766,Iris-virginica
+91,5.606295237884641,3.127653174802903,4.570419052000567,1.6379464180272443,Iris-versicolor
+92,5.609464770444774,2.713239858528935,4.399862606276383,1.2328055874750312,Iris-versicolor
+93,5.498940092907255,2.608467158628044,4.2897672763200365,1.2375982874859903,Iris-versicolor
+94,7.785554698851751,2.8148534649616765,6.852931119868877,2.0865866374757482,Iris-virginica
+95,6.77903052369841,3.1710275700711517,5.09357541025993,2.24786542666149,Iris-virginica
+96,6.50854032132314,3.248342896514321,4.761979659502469,1.6294435474939952,Iris-versicolor
+97,6.538620670329097,3.212234829836748,5.6578577880024685,2.272144615563064,Iris-virginica
+98,4.473330975471277,2.190366662640798,1.300968849803251,0.3662165516486724,Iris-setosa
+99,6.447569280226691,2.3915679104924363,5.093455575902762,1.8046667949370052,Iris-virginica
+100,6.925702157455312,3.0861461615377084,6.040525485567689,2.0947895840587405,Iris-virginica
+101,5.023854231004661,3.1763608092208484,1.539087096502548,0.2914316976396058,Iris-setosa
+102,7.740605075498841,2.3707669447873454,6.9,2.3449577917518587,Iris-virginica
+103,5.299293511368885,3.6671887838730917,1.3747355140020656,0.2585139927991106,Iris-setosa
+104,5.493720103254662,2.5326530289444102,4.066289244904766,1.1785325022666198,Iris-versicolor
+105,5.272022328690388,3.7974112556392807,1.3789282978865074,0.23774428656761182,Iris-setosa
+106,6.727837696306004,3.0292292448075484,5.350479591661168,2.177698911624913,Iris-virginica
+107,5.615233013252757,3.0,4.30093526875841,1.3693561808149048,Iris-versicolor
+108,6.836507736527099,2.919618920004344,4.883528093797899,1.5414570117232602,Iris-versicolor
+109,6.154213012840762,2.205291128366381,4.017921045178447,1.0119898265478824,Iris-versicolor
+110,6.459413121558746,3.0721981744859304,5.57422353023015,2.499987941567127,Iris-virginica
+111,5.230836009535395,3.61400960293174,1.4238022644708963,0.20826713001431968,Iris-setosa
+112,7.899996806034015,3.7737037812692895,6.4941906939348835,2.0907086949820646,Iris-virginica
+113,5.0025791937487885,3.0,1.684526997563227,0.19914886495005502,Iris-setosa
+114,4.727478209401002,3.0,1.3702244545986486,0.21093231393971032,Iris-setosa
+115,4.560556610225369,3.692501380073839,1.0,0.1878900549275299,Iris-setosa
+116,7.736005740894127,2.75976464698712,6.791553382147164,2.016953468979585,Iris-virginica
+117,6.007995931604741,2.2553419728019826,4.3614998893863195,1.3299143745857969,Iris-versicolor
+118,5.0799504227508425,3.1519415201299186,1.9173747594347017,0.19464900115816394,Iris-setosa
+119,6.557666968442816,3.2768159498210485,4.698553373176743,1.548902539179261,Iris-versicolor

iris/tab_ddpm/0_4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.811433292738375,2.6335901466371654,5.068623902282859,1.9020303676758124,Iris-virginica
+1,5.721542675712565,3.122168645682706,4.3071225679468315,1.3342170035011778,Iris-versicolor
+2,4.906813852448814,3.0,1.527850672826714,0.20078247688842593,Iris-setosa
+3,5.843162453578363,2.756047609024653,5.066220892223961,1.8322383550832961,Iris-virginica
+4,6.752580231527827,3.2797742911739727,5.8738272097550315,2.5,Iris-virginica
+5,4.995973594433743,2.000000501493021,3.359535572241067,0.9391315555394324,Iris-versicolor
+6,5.0612006126550195,3.736558657618788,1.3094814142828557,0.23137065996805659,Iris-setosa
+7,5.533282717898183,3.4841740047000864,1.4935648713028689,0.5542552303870186,Iris-setosa
+8,4.49887344174551,2.2366379610403935,1.2808648700625302,0.28890243451065695,Iris-setosa
+9,4.990552428881434,2.0,3.6129839090309543,0.9153121203524575,Iris-versicolor
+10,7.336933988834993,3.0,6.311475161913122,2.002296443449932,Iris-virginica
+11,4.824350639726157,3.0,1.4063787265045944,0.10000014587531908,Iris-setosa
+12,6.691529483325932,3.0,5.720309916405333,1.8853008266561588,Iris-virginica
+13,5.561258807580716,4.2,1.386108336735318,0.1982435348070348,Iris-setosa
+14,6.09178415275515,2.413654765499301,4.204437007769468,1.0803720394871705,Iris-versicolor
+15,6.276923830570595,2.572413661363703,4.469743054043974,1.1560696170856997,Iris-versicolor
+16,5.751871749532719,2.7156553997340613,5.0689650642721364,2.0424563927606836,Iris-virginica
+17,5.928464181196433,3.0,5.080588109881729,1.8003214430785053,Iris-virginica
+18,4.400000958238014,3.19712979030531,1.269217415437488,0.20120130100944295,Iris-setosa
+19,7.6968585105205625,2.599185042702775,6.9,2.2827884287119913,Iris-virginica
+20,6.567172360574478,3.3311154697948173,5.367058532058912,2.2922202817924946,Iris-virginica
+21,5.350063229964712,3.4577788989871383,1.4044367456931945,0.21454994983497588,Iris-setosa
+22,4.802315774490172,3.0,1.4077492633191506,0.1,Iris-setosa
+23,6.682359663702925,3.1547782487284772,4.778352580684459,1.5145983735572657,Iris-versicolor
+24,6.403562570273485,2.4762897061161566,4.43491742056853,1.3752683866112418,Iris-versicolor
+25,5.4524548155653925,4.199998756786782,1.4009240776952279,0.21439588085311145,Iris-setosa
+26,6.69626799650531,3.166416134976003,5.63883175575709,2.261896268948135,Iris-virginica
+27,4.989449257868165,2.362700233242431,2.9626018362994184,1.046251601539317,Iris-versicolor
+28,5.779034165765942,2.7114167884546316,5.045918741991494,1.916091727995055,Iris-virginica
+29,7.735561204803177,2.591785582813904,6.899997224270065,2.307200640677587,Iris-virginica
+30,6.749361084466161,3.0,5.607230915351977,2.0989775296411057,Iris-virginica
+31,5.362867080743773,4.018021763665743,1.239751388494869,0.5930865705817621,Iris-setosa
+32,6.554323700590716,3.19248263904251,4.927075733618512,1.7156165996953472,Iris-versicolor
+33,7.7273404181742125,2.587744230986522,6.8999989241960415,2.2826874260196424,Iris-virginica
+34,6.234993920633868,3.2851655514961844,5.205787001189087,2.0320771089752236,Iris-virginica
+35,4.883922280324837,3.0,1.433097499875894,0.24618432581853522,Iris-setosa
+36,4.9119007511841275,3.1137847709134707,1.5053579511756972,0.1,Iris-setosa
+37,5.965076098771571,2.8660993646950024,5.106894070367974,1.7428929633700079,Iris-virginica
+38,6.141014818806843,3.332116734413938,4.58991173287916,1.6435961300643338,Iris-versicolor
+39,5.752127954796548,2.7549308783896285,5.159164232577292,1.8809678217247605,Iris-virginica
+40,4.828908977705774,3.0,1.3523160336942683,0.23980448434866525,Iris-setosa
+41,5.147216180179232,3.6502173095735855,1.4394129155132327,0.2558737208306265,Iris-setosa
+42,4.9411856466552395,3.0,1.4691509609152278,0.20876807694553015,Iris-setosa
+43,5.722631243786182,2.7406899056494938,4.462444712272172,1.2608033217240868,Iris-versicolor
+44,4.4849606209716235,2.360653849139579,1.2668414696767258,0.34368573484042403,Iris-setosa
+45,4.400007942021416,3.1668059503848065,1.2865512968993407,0.21303193919369395,Iris-setosa
+46,7.729856892940397,2.4819577841350458,6.9,2.3056343068031238,Iris-virginica
+47,4.799436732096873,3.0,1.4039528738369094,0.1,Iris-setosa
+48,7.723144269254253,2.5744629701217625,6.9,2.3285059727658646,Iris-virginica
+49,4.70163295044122,3.3891891573553647,1.5107458561577256,0.19662632510010877,Iris-setosa
+50,5.525324568801963,4.2,1.4086836030506449,0.2098436795120659,Iris-setosa
+51,6.400591052214596,3.2787303356664523,5.247719313669892,2.082626275217647,Iris-virginica
+52,4.924804166779739,2.0,3.614114397176195,0.8816560302093619,Iris-versicolor
+53,5.584998363015089,3.6612941277066353,1.8934116013181221,0.24693292154175928,Iris-setosa
+54,6.951542718062647,3.0,5.951131141678002,2.1174277836744113,Iris-virginica
+55,6.625732402246659,3.2940481421818104,5.493679886613315,2.120451546914439,Iris-virginica
+56,5.872909391743518,2.851307714633538,4.3618752888007934,1.3246216931097838,Iris-versicolor
+57,7.636046986656584,2.5505264105087764,6.899997075128599,2.2978830167668396,Iris-virginica
+58,6.762933505710354,3.0911886460380495,5.645415335163877,1.9780882761676246,Iris-virginica
+59,5.055433053828552,3.01024800966317,2.295611892636133,0.21019743075713548,Iris-setosa
+60,5.769848957262292,2.7009153076310843,5.091011897795685,1.912776374654737,Iris-virginica
+61,6.666855055820326,3.283460099209524,5.394262228765621,2.2011426917357007,Iris-virginica
+62,6.576025329752399,2.9853078344634016,5.59585925978458,1.842116235795807,Iris-virginica
+63,5.09328012679512,3.8012478672505607,1.400793443521774,0.26133929282350676,Iris-setosa
+64,7.703560801342361,2.7540511007164006,6.761598929945758,2.0206163691907384,Iris-virginica
+65,5.382622508472041,3.745769334891112,1.4942913663183388,0.22273725964419197,Iris-setosa
+66,6.790231185139735,3.3633410241977004,5.76778241498588,2.5,Iris-virginica
+67,4.400001217980529,3.1862575859037547,1.2803774437370565,0.18747039528357384,Iris-setosa
+68,5.540596488166276,4.2,1.419838842604177,0.2228947756585569,Iris-setosa
+69,5.664734307671469,2.8734815751193272,4.30227049859684,1.35646668191368,Iris-versicolor
+70,4.5292705035089,2.4907739475927193,1.3157706734792103,0.43729426689530454,Iris-setosa
+71,4.845797225687204,2.0,3.2289184421654786,0.823608248542834,Iris-versicolor
+72,4.903923663596274,3.3748492935760765,1.508311567409911,0.20663266617273718,Iris-setosa
+73,6.039594228017768,3.1493376667672286,4.458025679481524,1.4120720074319497,Iris-versicolor
+74,4.777704435293138,3.0,1.3969982492301483,0.10000013681322192,Iris-setosa
+75,7.6868007525194955,2.9634496697170225,6.559508728412918,2.070689129478851,Iris-virginica
+76,4.590561112801861,3.0,1.291093490543913,0.226833504601403,Iris-setosa
+77,4.483365383395777,3.075193616386201,1.3482461458130486,0.23521430848587063,Iris-setosa
+78,6.491106184071027,2.649221330034742,4.738844103442165,1.3467455339299617,Iris-versicolor
+79,6.447879483438208,3.414762196398601,5.5007109137278105,2.220530165978997,Iris-virginica
+80,6.054735314501697,2.7274496361270075,5.085218264033121,1.883334536537668,Iris-virginica
+81,5.0475912518658586,3.0,1.5416681236915641,0.19632107689795592,Iris-setosa
+82,4.716433836390879,2.9931382352882583,1.323321232038071,0.2918006568017948,Iris-setosa
+83,5.209945935751721,2.4419546622708768,3.835891048412393,1.0728189795077718,Iris-versicolor
+84,6.805388302329547,3.1065568732166344,5.650174113214932,2.1108014199609157,Iris-virginica
+85,6.92721014446267,3.0686972676538913,5.403956375912877,2.2858340670639357,Iris-virginica
+86,4.920053900123032,3.1539323278465243,1.482928965771776,0.2190898246707317,Iris-setosa
+87,7.225528893626226,2.979629240007057,6.303907220196548,1.8380250238659672,Iris-virginica
+88,7.658835237406275,2.490814878944648,6.9,2.340658076386309,Iris-virginica
+89,6.06926942352866,2.8916762966597163,5.278623401077803,2.4668439614995012,Iris-virginica
+90,6.181220316421984,2.911604968225631,4.722185654625423,1.2986489380879767,Iris-versicolor
+91,6.323888661382599,2.622246036369159,4.981734368455236,1.804823655265984,Iris-virginica
+92,7.633362823950592,2.6219420476530426,6.899997115763345,2.301755916016126,Iris-virginica
+93,7.751896973999109,2.5520771419155652,6.9,2.354747788363836,Iris-virginica
+94,4.890313317143955,3.159733404252366,1.4620291316154501,0.1,Iris-setosa
+95,7.70327510327523,2.526465406772069,6.9,2.341846059165157,Iris-virginica
+96,7.760337980977102,2.583267907284038,6.9,2.3417359842527277,Iris-virginica
+97,7.367741751244193,3.0537073027065778,6.364546687506584,2.1606290278717823,Iris-virginica
+98,4.940765941661302,2.453720187209095,3.3440854715688886,1.0415594809655442,Iris-versicolor
+99,7.76336788323099,2.5897946132528364,6.9,2.3571706286166254,Iris-virginica
+100,7.9,3.8414481356399515,6.4413587439034385,2.003392500465862,Iris-virginica
+101,5.949395385124124,3.359308247944425,4.59797194480974,1.6041572401029653,Iris-versicolor
+102,7.531825563933579,3.012245209368161,6.516687786540529,2.1829682806766804,Iris-virginica
+103,5.92834239489265,3.4106547789811965,4.430397201006472,1.5742338802279185,Iris-versicolor
+104,7.9,3.96368599299653,6.383737214347714,1.9951931396920632,Iris-virginica
+105,4.920007522570239,3.114863253940986,1.4421378770736726,0.3184221635272464,Iris-setosa
+106,7.2304701258815385,3.0290513816132956,6.019924332280481,2.2358645306312575,Iris-virginica
+107,5.584015793072199,2.70035327043812,4.252092167547505,1.2656951158473133,Iris-versicolor
+108,7.49065212314354,2.734376761237876,6.534594033564483,1.8297241751405176,Iris-virginica
+109,6.053070679297573,2.880522923581579,4.33701564849053,1.4160007641758705,Iris-versicolor
+110,6.108809962571646,2.871915125340603,5.630146064226729,2.3027735933096936,Iris-virginica
+111,7.774890367105643,2.5992313967418266,6.9,2.3398006265234494,Iris-virginica
+112,5.667248804218295,3.0,3.9743937090294073,1.3090568780599126,Iris-versicolor
+113,5.70571536560298,2.8471224250064044,3.965483188465482,0.9597671560872014,Iris-versicolor
+114,5.66454727683882,3.0,4.5492470565702865,1.4318325221139028,Iris-versicolor
+115,5.233274337929142,3.4821216942535074,1.4586352243598084,0.279554959501859,Iris-setosa
+116,5.397885951170572,3.410529941426034,2.001785765464572,0.2032311760355351,Iris-setosa
+117,7.9,3.8926639375231633,6.490246467970934,1.868176431769166,Iris-virginica
+118,4.99049878180103,3.4538039912445444,1.5649299772463905,0.27856059753507617,Iris-setosa
+119,6.747613156692231,2.9979517680492163,5.687942674381727,1.7853987596465837,Iris-virginica

iris/tab_ddpm/0_4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.73889127910869,2.3923229614446435,3.8179823141019416,0.8463700850896243,Iris-versicolor
+1,6.306327955134076,2.8288432653992435,4.275787525107538,1.1687366694961,Iris-versicolor
+2,5.8589017271758905,2.7708470999199175,4.487511035099885,1.1241700240517958,Iris-versicolor
+3,4.977547029128802,2.000000456990533,2.555225744833322,0.9029533639634963,Iris-versicolor
+4,5.5062509071106085,2.9633332590301302,3.7839350004285177,1.3734555579377643,Iris-versicolor
+5,4.610872258162091,3.7124133669639994,1.0,0.202899205866712,Iris-setosa
+6,6.701756634767282,3.0,5.793051708385959,1.896423388845181,Iris-virginica
+7,6.459243094199114,3.0,5.340344673057904,1.8042763285119252,Iris-virginica
+8,4.662587232853701,3.064324324695443,1.4189980409870742,0.19691303926028736,Iris-setosa
+9,5.000536382500245,3.328848109497312,1.4886342338279843,0.2177465516974219,Iris-setosa
+10,5.704038067763618,2.8835989646658895,4.40085128246018,1.3097735581082828,Iris-versicolor
+11,6.780900488113297,3.0,5.738962902077707,1.8024593603900203,Iris-virginica
+12,5.804458775149936,2.9933445121616926,4.2259782121601335,1.2069961520318049,Iris-versicolor
+13,5.343607408753651,3.4031854351517032,1.7723509310522614,0.20721533309579931,Iris-setosa
+14,5.454669624510885,2.500004985156009,3.9066311203211113,1.013236363814362,Iris-versicolor
+15,4.644372492865587,3.0,1.3464195200238758,0.1988079541736823,Iris-setosa
+16,7.558642553518463,2.9146856221011834,6.524953890398683,1.932170182691257,Iris-virginica
+17,5.704182498639093,3.176290344985649,4.223953010867387,1.371367293258003,Iris-versicolor
+18,6.5265748618024855,3.207279098370383,5.023420090396851,2.0830645441206075,Iris-virginica
+19,7.197822567070375,2.9878044818880305,6.293568973452361,1.8794124035385376,Iris-virginica
+20,6.614384596143754,3.3663045869279435,5.5887679295205395,2.1642628497903047,Iris-virginica
+21,4.864871740825033,2.0,2.95896216697224,0.8312297461418852,Iris-versicolor
+22,6.02780779510976,2.6571978618540704,4.4554063499051955,1.1172438993907352,Iris-versicolor
+23,7.03891392200134,3.001480566231558,4.813829249696698,1.5399403986254403,Iris-versicolor
+24,5.324222158239772,3.427189534432801,1.9229771819434434,0.578091728913365,Iris-setosa
+25,4.97311769803984,2.0,3.502957143768082,1.0066091496979699,Iris-versicolor
+26,6.561293029485844,3.2581742844964827,5.512099155493316,2.1860435875808206,Iris-virginica
+27,5.73877046592035,2.9660002860535215,4.622113422835569,1.4944786657061813,Iris-versicolor
+28,6.751584844592996,3.1893813059944587,5.974471729497253,2.2257337056643873,Iris-virginica
+29,5.861090745990045,2.9028658610458544,4.612213064590351,1.2785543024816761,Iris-versicolor
+30,5.854374029640622,2.8317200105818343,4.418337945297799,1.3896149351279055,Iris-versicolor
+31,6.774294615863339,2.5139365504886086,6.001536769709481,1.8149025916933443,Iris-virginica
+32,6.076199512714463,2.6231798567087234,5.07913088078937,1.8447729116419909,Iris-virginica
+33,5.9743845515869625,2.817007028826527,3.82439692867273,1.224687077563492,Iris-versicolor
+34,4.628894949359791,3.224900873440436,1.4150728077033181,0.2132972831750053,Iris-setosa
+35,6.225265339129334,2.219171000198241,4.215550219967322,1.1690040559949721,Iris-versicolor
+36,6.321348663351911,3.2793932775949637,4.769539871367912,1.638565957367591,Iris-versicolor
+37,6.74220454761929,2.951671356434672,4.830156700911675,1.6241838170342722,Iris-versicolor
+38,7.08498590065915,3.1099282726088315,5.9856163241026366,2.208382447667832,Iris-virginica
+39,6.732286170529488,3.1073118653972784,5.048099268997004,2.391418525093965,Iris-virginica
+40,5.672566868356181,4.2,1.419863016234214,0.2015273628853562,Iris-setosa
+41,7.144186084630641,2.896015772206867,6.303418068979471,1.7645080025023672,Iris-virginica
+42,4.75394765079975,3.334271279879745,2.197003955058999,0.20651388815942676,Iris-setosa
+43,6.248644353771471,2.4968165059019323,5.046379003184362,1.864302349794765,Iris-virginica
+44,5.511795806454901,3.7792738175165064,1.5312951870630127,0.4032238662865177,Iris-setosa
+45,5.589978712392273,2.588367386697897,4.351966790219092,1.0863076865851264,Iris-versicolor
+46,5.640982921738931,2.6641028853601094,4.509914076736245,1.207529964168207,Iris-versicolor
+47,7.722964800199894,2.515082134287598,6.9,2.3127056956601915,Iris-virginica
+48,6.78403888378945,3.371398468015364,5.765705864849697,2.5,Iris-virginica
+49,5.03465704162292,2.000002384409279,3.196331368822804,1.047276071812066,Iris-versicolor
+50,5.028180353501623,3.5296720661427754,1.3733786679158353,0.19641205976240086,Iris-setosa
+51,4.9070690229744525,3.53294031341203,1.4524143788611976,0.24181546196146275,Iris-setosa
+52,4.61198629333675,2.9390756181008224,1.3929294202055051,0.21961002722270417,Iris-setosa
+53,6.207772323000078,2.7895326541704906,4.298570213861905,1.1170808970992199,Iris-versicolor
+54,4.895986677307558,3.498275546428302,1.5045008771389656,0.2075116472290637,Iris-setosa
+55,5.353446256881364,4.19955184264369,1.3918327409275855,0.23312984699560121,Iris-setosa
+56,6.073491548489907,2.5858895466084446,4.442244621197839,1.0221725930479366,Iris-versicolor
+57,7.425071055715847,2.806941988317297,6.506806703175541,1.9637976157124954,Iris-virginica
+58,5.006523703436346,3.38972284377852,1.4327080252684636,0.1896879625974407,Iris-setosa
+59,5.53396069254812,3.469043672063186,2.024160310685307,0.2965307807936761,Iris-setosa
+60,5.97887549684831,2.8979561573901464,4.23688728822836,1.1244116649546119,Iris-versicolor
+61,6.081135135077091,2.9498100275166084,5.134118817632032,1.8115782990627136,Iris-virginica
+62,6.7440170521209994,3.0,4.786139158532656,1.5285765372952653,Iris-versicolor
+63,5.534099009113271,3.0,4.514356800833106,1.5907255196805532,Iris-versicolor
+64,4.987230286250457,2.0,3.0692067299062007,1.0114758741983607,Iris-versicolor
+65,4.988755003864795,2.0,2.902875614238323,0.6742480351077684,Iris-versicolor
+66,6.239661619333571,2.8257069388025537,5.462699375684074,1.8083202854797655,Iris-virginica
+67,6.642550737091441,3.1911252275655064,5.439233711817525,2.1023749165154726,Iris-virginica
+68,5.691791838614358,2.4434879777655194,4.261053579024756,1.2545483622709812,Iris-versicolor
+69,5.876959621027382,2.7829136029326795,4.384045353581784,1.2041511250588968,Iris-versicolor
+70,7.650394196751749,2.583927865437631,6.899998717180204,2.3011580689031153,Iris-virginica
+71,6.058338619949491,2.1736227972218596,4.258536338629315,1.2863979379566408,Iris-versicolor
+72,4.93313036570144,2.0,2.9586768449825827,1.009376373812173,Iris-versicolor
+73,4.829556626244814,3.0,1.4772608318559468,0.10000010349582772,Iris-setosa
+74,7.731120715286602,2.7813746204589007,6.898936391330337,2.2417721969751567,Iris-virginica
+75,5.314002774215902,2.5366658960065736,3.4507422645574577,1.0864270260508782,Iris-versicolor
+76,4.4755980493631915,2.251345302316423,1.3342706812527907,0.28297740266691823,Iris-setosa
+77,5.492606566911603,4.2,1.384651683012454,0.2018453237139116,Iris-setosa
+78,4.756938601099901,3.0,1.4316200208452055,0.10000009276279796,Iris-setosa
+79,7.122197938290385,3.0,6.105052993241695,2.1570980477228203,Iris-virginica
+80,5.063532795476393,3.8123085930923604,1.4159166117428676,0.21767027978598957,Iris-setosa
+81,4.568635283850498,3.648457232079382,1.0,0.20869427876323676,Iris-setosa
+82,5.6011000157179796,2.867312943369662,3.972795756026535,1.273699317297678,Iris-versicolor
+83,6.302461277370213,3.0,5.2369727320218065,1.806080002345063,Iris-virginica
+84,4.906588760692308,3.0923662720435288,1.5467578991183104,0.1000001052848567,Iris-setosa
+85,6.053687767130796,3.389984521566933,4.494783180072947,1.5926737045115829,Iris-versicolor
+86,6.242510561228949,2.8449025956608756,4.561171850230153,1.3475033483695307,Iris-versicolor
+87,4.905845102318043,3.0259154748183095,1.4086006403009161,0.1,Iris-setosa
+88,4.4,3.161607307104813,1.3201608359009007,0.2200897608984604,Iris-setosa
+89,5.792846559794983,3.0,4.562807529825925,1.6096205924208131,Iris-versicolor
+90,6.248891661252802,2.607390430427419,4.8325226028723804,1.8501603906096646,Iris-virginica
+91,6.3277797097172455,3.410065454359698,5.5559725817528385,2.2445206993322784,Iris-virginica
+92,5.672205373431675,2.6152091635849772,4.11067951233078,1.1708442607320004,Iris-versicolor
+93,5.455870961795383,4.2,1.394060754228704,0.19916836119105377,Iris-setosa
+94,6.1820716182865265,3.2250585251179107,4.754956086948221,1.692397334445283,Iris-versicolor
+95,5.141071354867285,3.452465279063886,1.669959599227502,0.24829422439966703,Iris-setosa
+96,6.248524582281418,2.175529021719443,4.442027359983692,1.4369281430363485,Iris-versicolor
+97,5.003078889996206,2.000000555641388,3.525683928350453,1.0638786861835896,Iris-versicolor
+98,5.949501840688198,2.708309520478216,4.697410143565805,1.298807883052544,Iris-versicolor
+99,7.9,3.798848349959245,6.386732185250718,1.9659288307028695,Iris-virginica
+100,4.903270221425618,3.1332322963462955,1.516922430341652,0.1,Iris-setosa
+101,5.126469550760573,3.5002888517342954,1.5288466032223171,0.29766594653964396,Iris-setosa
+102,5.485804729456718,4.199999016877269,1.3888354708552173,0.19247873746477184,Iris-setosa
+103,5.807674328013577,3.176999727946523,4.467763589409861,1.48765844062865,Iris-versicolor
+104,7.89999880413126,3.819732551216059,6.247962747441534,2.026090558176358,Iris-virginica
+105,6.589620722078134,3.0,5.443418442660358,2.0471784471754275,Iris-virginica
+106,4.893163832918342,3.162716885774657,1.3951462532723362,0.20417652032383501,Iris-setosa
+107,4.828324270764692,3.029555819418523,1.4392334489349727,0.10000011129451018,Iris-setosa
+108,5.72411917217623,2.7282451565677888,4.153065762449319,1.2244044353229018,Iris-versicolor
+109,5.805134379654051,3.2112252683967872,4.623515982754357,1.679769126821241,Iris-versicolor
+110,6.255190059640884,2.910903891634326,4.231070651754252,1.186326587114606,Iris-versicolor
+111,6.718378929754931,3.332577115916826,6.012323238574818,2.5,Iris-virginica
+112,6.918764367579547,3.0,5.756354618837782,1.9276762044716167,Iris-virginica
+113,4.8275700450367784,3.441047177164015,1.5554556143663674,0.1992371876016969,Iris-setosa
+114,5.059166383825084,3.645132502780845,1.4066528111056542,0.221403079343124,Iris-setosa
+115,5.1978928641987014,2.7567970830795776,3.6778082805927115,1.241267449781982,Iris-versicolor
+116,4.793692517555497,3.3007899077104037,1.5670064597172009,0.21065050628596182,Iris-setosa
+117,4.794301693842578,3.462091643475801,1.4732013951701937,0.20389066155589733,Iris-setosa
+118,7.741335649506539,2.54642672633797,6.9,2.3481411498114984,Iris-virginica
+119,5.817881171486101,2.7924438641150324,5.063629392397736,2.4187878152018336,Iris-virginica

iris/tab_ddpm/0_4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.679803803077834,2.822036976079464,4.402914865438427,1.2399769794127407,Iris-versicolor
+1,5.760526298948499,2.8775494749536614,4.001466903427156,1.2578375059780167,Iris-versicolor
+2,5.644336639974275,3.0,4.421672977497015,1.3955370363815378,Iris-versicolor
+3,4.966691002935251,2.0,3.558423924106881,0.7644570064407805,Iris-versicolor
+4,4.74921959241855,3.0,1.3459988489108028,0.10000014073596607,Iris-setosa
+5,5.727608799168142,2.6408312376017467,4.393979988553316,1.3340769515655477,Iris-versicolor
+6,6.053384732760368,3.0,4.550509094420168,1.4924672904821379,Iris-versicolor
+7,6.002690492813076,2.1430434670663354,4.308082400988297,1.323911540440717,Iris-versicolor
+8,7.726888680165983,2.5903401960799073,6.9,2.2925358805842637,Iris-virginica
+9,7.7019874553756935,2.5606525617289444,6.9,2.323034465874867,Iris-virginica
+10,4.93779190259026,3.4689502836675716,1.5342056433279474,0.2432242002384244,Iris-setosa
+11,6.566718388210878,3.0,5.4037228384468605,1.9087376822401474,Iris-virginica
+12,4.848259129990725,3.0188110473140877,1.4533653615450368,0.1,Iris-setosa
+13,7.046798754740406,3.077782101432472,6.074283506671916,2.193409279466918,Iris-virginica
+14,7.8999983154927245,3.7020696783530718,6.441369720185788,1.9407320967258397,Iris-virginica
+15,4.991052124989267,3.5793875843378475,1.3533840499537573,0.20874687672851575,Iris-setosa
+16,4.933679596119172,2.0,3.2300123572595334,0.7119456158318076,Iris-versicolor
+17,5.696418184898662,2.8632371221501676,3.6558092918539233,1.2391350636511562,Iris-versicolor
+18,6.787219255425801,3.288426495660828,5.795076038860263,2.5,Iris-virginica
+19,4.865454242106347,3.0,1.4403971214867077,0.10000013190678622,Iris-setosa
+20,5.60386324222271,3.6265121561550386,1.6242832769815434,0.7107412577951899,Iris-setosa
+21,5.725752554198814,3.0,4.5997517089591575,1.5884579974721926,Iris-versicolor
+22,5.917452524370414,2.6741070605945247,3.800550558942349,1.133204687124055,Iris-versicolor
+23,6.641231745581119,3.069592877195015,4.885845785803402,1.6701236109086084,Iris-versicolor
+24,6.070192009459349,2.583989783453549,5.025704226761455,1.8464608807937894,Iris-virginica
+25,6.042743411878113,2.1900072523052754,3.9399763735278173,1.13792885433597,Iris-versicolor
+26,4.7698165984701655,3.3703538060619156,1.7306807486523024,0.18437905415897254,Iris-setosa
+27,5.909782967176269,3.22716234040461,4.7529652153113755,1.7344146107848348,Iris-versicolor
+28,7.597614783272234,3.0,6.2177809120262415,2.1652992370146844,Iris-virginica
+29,5.588684573916228,3.120656038543758,4.56254134666971,1.7624513589178987,Iris-versicolor
+30,6.78439026561122,2.9978838842568947,4.904821045682588,1.5325638959491934,Iris-versicolor
+31,4.5074892279712095,2.344457480388192,1.3236234699499525,0.4870838215824629,Iris-setosa
+32,5.3362991723270365,4.054617129046298,1.2237591543855737,0.42697832346505626,Iris-setosa
+33,4.886702823982506,3.1059787550174054,1.4646512705208805,0.10000030618694378,Iris-setosa
+34,6.481382303664145,2.495648786451292,5.4354192622957385,1.8998588982379465,Iris-virginica
+35,4.598351384954231,3.566969811607694,1.0000006822436296,0.19953787952272728,Iris-setosa
+36,5.040096324522114,3.4696766477528556,1.3637654887359991,0.19687840214891134,Iris-setosa
+37,7.2545949648042765,3.0,6.231714308645057,1.9433056067953696,Iris-virginica
+38,5.334322070897794,2.7546816867533472,4.375338976281703,1.3468767625057014,Iris-versicolor
+39,6.7436962900737765,2.9792301664034224,5.763196344497101,1.8207526164473438,Iris-virginica
+40,4.9115003543560425,3.0,1.4374177032259914,0.2147584456543233,Iris-setosa
+41,4.849883638046935,2.3979796386552783,3.578929822193096,1.008296646598253,Iris-versicolor
+42,5.86019380691552,3.134098376630283,4.597523184582322,1.5202982416901885,Iris-versicolor
+43,7.676671393332869,2.6697984817884652,6.899979275046698,2.2374278843471935,Iris-virginica
+44,6.650943412195961,2.5618353080133263,5.858905646790573,1.8173690172170023,Iris-virginica
+45,6.664204993892329,3.2067532323081855,5.324246763740703,2.222318752511918,Iris-virginica
+46,5.943329241373974,2.829843246885375,3.996003857039887,1.17397007587412,Iris-versicolor
+47,5.855741460980529,3.0,5.383912176724836,2.3906829715822355,Iris-virginica
+48,6.260793452146411,3.274445767606033,4.479657548174917,1.5064348269019185,Iris-versicolor
+49,4.994446884474799,2.0,3.447246408494728,0.871610872850644,Iris-versicolor
+50,7.653811652528203,2.534791382850162,6.9,2.352266855538039,Iris-virginica
+51,5.310696524950243,2.4625111433704356,3.901467094894274,1.1188366847654019,Iris-versicolor
+52,5.465982187023751,3.4549905758576744,1.4501507176196764,0.2205417486594814,Iris-setosa
+53,7.675607458356914,2.6225515988604764,6.899999002174525,2.3284004504727327,Iris-virginica
+54,5.486900956769719,4.2,1.3171739690553137,0.19659411470267205,Iris-setosa
+55,4.9905897086221644,3.3835369781526095,1.5232910624466538,0.22225302066974154,Iris-setosa
+56,6.558757219144692,3.192623573723693,4.745788929804664,1.5619749186732776,Iris-versicolor
+57,4.899823927693247,3.0265057005368248,1.5041645190920956,0.1,Iris-setosa
+58,5.882433428825539,2.414243547988555,4.208447402103709,1.1514588021484387,Iris-versicolor
+59,6.741909739769639,3.093755868227644,5.314631492823119,2.3384358205278133,Iris-virginica
+60,5.871470654011787,2.5042347762042727,4.247354323568135,1.1310409524884322,Iris-versicolor
+61,4.894825089694433,3.0969381353501637,1.5009259727448336,0.1,Iris-setosa
+62,5.82678344533778,2.904922130532608,5.200567052642929,1.8736857855487958,Iris-virginica
+63,6.773810667496971,3.2009087018191247,5.787579673045514,2.2345708587174586,Iris-virginica
+64,5.792002939114146,2.740253068271366,5.178947904353511,2.2916188359102883,Iris-virginica
+65,5.958229929286666,2.8200027619233565,4.958533202626386,1.8232101577292221,Iris-virginica
+66,7.770746267439467,2.9221904677471655,6.7620419698123095,2.069087758564801,Iris-virginica
+67,6.2323165514052,3.2118711525628,5.077736395210906,1.9462842994716627,Iris-virginica
+68,5.49972589345239,3.317049886941878,2.3279200954568187,0.19713153850124282,Iris-setosa
+69,5.799890361414962,3.0,4.422354955500747,1.388360427084987,Iris-versicolor
+70,6.24349902397877,3.012940627972431,4.351276588620241,1.3470362595470262,Iris-versicolor
+71,6.282889582816751,2.8290670521089916,4.752780238899799,1.3623619403547413,Iris-versicolor
+72,6.744432175469492,3.2748932812983,5.751939975711453,2.203488179813432,Iris-virginica
+73,5.8669169211860135,2.336222037059137,4.292258828609736,1.269107499528217,Iris-versicolor
+74,7.733392138860371,2.530365122878629,6.9,2.3763850981002905,Iris-virginica
+75,6.681837744037762,3.0774004852681465,4.873218334087362,1.6558150399678668,Iris-versicolor
+76,4.4,3.2943860860353387,1.3095677410773494,0.20522404141103,Iris-setosa
+77,5.803385440053955,3.288401597710946,4.419772500615287,1.5079692963318814,Iris-versicolor
+78,7.9,3.8651640999939656,6.4065904379610705,2.0445883380416636,Iris-virginica
+79,6.656420622954149,3.0,4.631209977475781,1.5850860571596224,Iris-versicolor
+80,4.589471928738352,3.731746615579276,1.0,0.19655677910721747,Iris-setosa
+81,6.759418349584158,2.5138924397196867,6.0035251137025964,1.8086969773315011,Iris-virginica
+82,6.662495928420735,3.0,5.51914238764391,1.852889840487901,Iris-virginica
+83,6.545474265056797,2.6146468441845365,4.543557200333797,1.374183002750648,Iris-versicolor
+84,5.547400463975422,3.0,4.4926761667856985,1.455554727212124,Iris-versicolor
+85,6.57407901909343,3.3500787735450723,5.649611312851478,2.2273000399488234,Iris-virginica
+86,6.761605817045542,3.3580525344898704,5.71443565144245,2.5,Iris-virginica
+87,5.474022049194629,4.2,1.336087438658938,0.18832724461564032,Iris-setosa
+88,7.554425463559135,2.8527770618405452,6.525547764364003,1.8946638759718515,Iris-virginica
+89,6.333761664250697,3.0,4.791300360368877,1.667005591519686,Iris-versicolor
+90,6.557598011300244,3.060501905623775,4.822218234272489,1.635791661331099,Iris-versicolor
+91,6.663363417044214,3.0373235091990445,5.700167900342739,2.0529975556833673,Iris-virginica
+92,5.486949026248311,3.922554988568042,1.394413805702182,0.3335324533231946,Iris-setosa
+93,6.396174920568844,3.0835516310859252,5.245753813763429,1.9411209349824998,Iris-virginica
+94,4.57663352247645,3.713430294329018,1.0000004545917311,0.19515215054992852,Iris-setosa
+95,5.53312294119306,4.2,1.4157417097792317,0.19760662314161248,Iris-setosa
+96,4.774028145711895,3.3232734735555622,1.432247753061298,0.20429721221810768,Iris-setosa
+97,6.069306591858987,2.314069700112599,4.367348737668262,1.415692498198078,Iris-versicolor
+98,5.546899692758839,4.2,1.3960685016640557,0.21729823220517885,Iris-setosa
+99,4.709179325718149,3.0,1.4301228316740247,0.22109590337743049,Iris-setosa
+100,6.492312152154202,2.6866716608331704,5.096325791001959,1.80751494803199,Iris-virginica
+101,5.9004681246523285,2.5831726083278843,4.07644132158892,1.0918216843328283,Iris-versicolor
+102,6.337419771255678,2.203121671999122,4.529906468855689,1.392696025988871,Iris-versicolor
+103,5.490819488811573,3.0,4.349819340549068,1.3934915512639927,Iris-versicolor
+104,5.494708568217706,4.199999149963542,1.411469609318376,0.183192696440332,Iris-setosa
+105,6.71895523879245,2.935442301207294,4.914349905513884,1.604530853058512,Iris-versicolor
+106,6.6458750995368465,3.3060758690866616,5.715195500943415,2.2933843119421424,Iris-virginica
+107,4.574217503574983,3.7079632690139785,1.0,0.20249478084848468,Iris-setosa
+108,4.870550640103448,3.056357991483754,1.4618676508419106,0.10000013307418382,Iris-setosa
+109,6.6995163907100475,3.1769788204394556,5.725350491942284,2.2813136242794845,Iris-virginica
+110,6.379521140081565,2.78197628972819,4.282939668587057,1.2257590223339878,Iris-versicolor
+111,6.780951708044598,3.4244563429616517,5.8144115515334525,2.5,Iris-virginica
+112,6.1880179441801735,2.3165473728860615,4.5339419834633015,1.5347181423732665,Iris-versicolor
+113,5.069445354739295,2.000004371246884,3.713981894790646,1.046516927066342,Iris-versicolor
+114,5.762082497122358,2.4783855683776523,4.388563584540191,1.0226898632161647,Iris-versicolor
+115,5.841024371934825,2.1398690469475428,3.8763563158777505,0.923577111792282,Iris-versicolor
+116,7.169393652735276,3.0,5.763883349191011,2.2722784543611154,Iris-virginica
+117,6.2843531045183205,2.731263315852114,5.3476375002126275,1.8149012860069391,Iris-virginica
+118,5.151981038867939,3.404001756209582,1.767070180193782,0.8555975010011065,Iris-setosa
+119,4.535071090214983,2.549642623210598,1.365665660401934,0.37548755128677913,Iris-setosa

iris/tab_ddpm/0_4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.809307657738868,2.973496287422381,1.3968137187484106,0.19443026530719326,Iris-setosa
+1,5.700360655580364,3.0774118713831773,4.662355673081882,1.6928811612353496,Iris-versicolor
+2,6.768165858189251,3.100831841845016,5.829787325336466,2.309548979287388,Iris-virginica
+3,6.464970005829655,3.1586604705364287,4.522211997628663,1.5244965442641973,Iris-versicolor
+4,6.655405407879507,3.200994945814179,5.621234765558978,2.1248079088572807,Iris-virginica
+5,5.880432698834969,2.7967720260597178,5.088196896652391,1.8546719080475025,Iris-virginica
+6,6.609460228162372,3.127793823084354,4.713109482435178,1.5326431501967859,Iris-versicolor
+7,5.78343721495565,2.1872782069839305,4.068285509541561,1.0904024449872272,Iris-versicolor
+8,4.955417095249912,3.206040470282343,1.4884310793456081,0.7933445287815291,Iris-setosa
+9,5.215283175094206,3.439796406337652,1.4659947356843046,0.20801693593809595,Iris-setosa
+10,5.523406041653875,2.601685668536612,3.830278269868033,1.0786727241911462,Iris-versicolor
+11,6.22982776340169,2.7386163352014585,4.961557383122123,1.7996695576058082,Iris-virginica
+12,5.825706842786195,2.7856807056777244,5.043187401265922,1.8798222804127085,Iris-virginica
+13,5.501233882331463,3.0,4.495493091388007,1.4899869174752733,Iris-versicolor
+14,5.176270433019642,2.309882631653229,3.4992520379776892,0.8756448601470819,Iris-versicolor
+15,4.968498269925839,3.3741576152425807,1.5431788070783163,0.20211004392143594,Iris-setosa
+16,5.550025302648433,2.9934112345330957,3.9497933539965517,1.3312812424271352,Iris-versicolor
+17,5.850924871250047,2.765745388000003,5.107473183143283,1.8324529559312104,Iris-virginica
+18,5.648855245110628,2.841141908306582,3.9149578013171697,1.2623194090512293,Iris-versicolor
+19,4.850487569104462,3.460378020821348,1.5301472646581444,0.1936984504694299,Iris-setosa
+20,5.863374355392469,2.345815273772472,3.790784918618149,1.1295624215698266,Iris-versicolor
+21,5.096500562123189,2.404946256133743,3.7396402358239063,1.0029262179118386,Iris-versicolor
+22,5.114185156621847,3.4606111092042564,1.5541714357445935,0.6376019303528903,Iris-setosa
+23,5.853630279728062,2.6871849023362024,5.095472674138492,1.8762838803457693,Iris-virginica
+24,5.514590408612627,3.5640760165635954,1.5107421899755724,0.20670054120559778,Iris-setosa
+25,5.973114817822185,2.714418407896378,4.262229604331444,1.3390827639816474,Iris-versicolor
+26,4.4,3.2740373273698498,1.269776400741748,0.197454923217726,Iris-setosa
+27,5.0017684272986385,2.0,3.182531547280851,0.9129577909544653,Iris-versicolor
+28,5.612927621876129,4.2,1.401671030439809,0.18512451827671061,Iris-setosa
+29,7.701420538987368,2.522975451533191,6.9,2.3241541845472584,Iris-virginica
+30,6.1348962332582495,3.0,5.326848816404341,1.8394503299680984,Iris-virginica
+31,4.694277397879245,3.397909300295439,1.6278661523848519,0.20969339244072413,Iris-setosa
+32,4.400000472298944,3.266726685132974,1.2801971512868835,0.2020049842285916,Iris-setosa
+33,7.696260437395301,2.5241298427335104,6.9,2.3202823350914703,Iris-virginica
+34,6.246414589989058,3.0146109207649636,5.3027606246080605,1.8848362886242287,Iris-virginica
+35,5.619821194876539,2.8460400510858506,4.286127599944757,1.1422811357701896,Iris-versicolor
+36,6.726182439752071,3.2575526008677733,5.709407903253969,2.4999994932366816,Iris-virginica
+37,4.578829794428928,3.650345028352392,1.0000004920708419,0.20670589064228695,Iris-setosa
+38,4.730352476817198,3.0012463987917375,1.3853858136751158,0.1,Iris-setosa
+39,5.352379143783793,2.4920759368601044,4.25265388155125,1.211126569074102,Iris-versicolor
+40,4.9346218554739725,2.0,3.459057054790857,1.008682716194848,Iris-versicolor
+41,5.733121100869271,2.8841619805232326,3.9357375101401724,1.3132812793252666,Iris-versicolor
+42,6.795769857818023,3.4033741200984116,5.652635570015752,2.5,Iris-virginica
+43,6.589107386269655,3.2868522331595127,5.846627791661509,2.3559208566516254,Iris-virginica
+44,7.760979933834911,2.308715324852471,6.9,2.398210931953361,Iris-virginica
+45,6.060535426494614,3.389587455398317,4.719302116198727,1.7005647898819642,Iris-versicolor
+46,7.899998551485995,3.8171205384768796,6.550339700002332,1.929805099580661,Iris-virginica
+47,4.754762360436235,3.410349957323402,1.6045610946743436,0.2029050110858558,Iris-setosa
+48,5.637289409945005,2.440451917867508,4.328231592836547,1.2078185508348822,Iris-versicolor
+49,5.218763589658313,3.270688824768691,1.615371243958779,0.6042893010044562,Iris-setosa
+50,7.602200093643862,2.4086933164808255,6.9,2.3593830805204674,Iris-virginica
+51,5.051924124925209,2.0000042199641963,3.480116673134891,0.8732079075876136,Iris-versicolor
+52,4.8899127068536385,3.1698452723817305,1.4539403183314645,0.19608974248922842,Iris-setosa
+53,6.083372521223478,2.7499448767136494,4.981937105073117,1.8314077267398075,Iris-virginica
+54,5.61258462203908,2.5768259942244196,3.893878151596954,1.0355097092384427,Iris-versicolor
+55,6.4987872029852625,3.0658414074192835,5.036451091262018,1.7891316252466227,Iris-versicolor
+56,5.8088756525449385,2.869022115992579,4.427940406309173,1.302236293313245,Iris-versicolor
+57,5.021687611680126,2.0000054194497086,3.723143446836206,0.9160059989882545,Iris-versicolor
+58,7.686624741300158,2.906254180098561,6.677042765212998,2.0634114312343472,Iris-virginica
+59,5.88048281128822,3.0,5.1093019661855665,1.7994998220754472,Iris-virginica
+60,6.780633355130967,3.298861338421518,5.815538823910149,2.5,Iris-virginica
+61,5.412854370567356,2.459180046627276,4.0493241619268145,1.0694429032510204,Iris-versicolor
+62,6.154108218113666,3.0,5.126808073629738,1.81825475153176,Iris-virginica
+63,7.697006139303296,2.5324485503669845,6.9,2.3159284635973294,Iris-virginica
+64,6.3286180671773975,3.2503289367487787,5.259238778949651,2.207794529091177,Iris-virginica
+65,4.570787883255233,3.5692592955873423,1.0000004253383359,0.1863971501469454,Iris-setosa
+66,5.040319168373839,3.404642869486022,1.4510604835488197,0.1966837357576285,Iris-setosa
+67,6.403276477772136,3.2466873613903746,4.829356794986595,1.6241496775772053,Iris-versicolor
+68,6.262480858824343,2.724859480682331,4.844582663715313,1.7824788872588437,Iris-virginica
+69,6.958771220284043,2.879236596174981,6.176080689373897,1.7504753632602517,Iris-virginica
+70,4.8453878745762395,3.368110871633862,1.5381422704461056,0.2220883294714262,Iris-setosa
+71,6.393412459673061,3.344081107284472,5.828501816571194,2.377758106728891,Iris-virginica
+72,4.9751422069127,3.4808639436031092,1.4897871440591564,0.19631135059462868,Iris-setosa
+73,5.994809867620119,2.176712507755457,4.328350215289878,1.405222187443221,Iris-versicolor
+74,5.803737742803779,2.4674670632126943,4.086660674295782,1.0795393360073589,Iris-versicolor
+75,4.9388467813971175,3.4045957611406266,1.7105781119664203,0.20735496687207494,Iris-setosa
+76,6.525458844741644,3.0,5.590301797376966,2.485774064707812,Iris-virginica
+77,5.525706597197315,3.470501214045301,1.5187900645838308,0.23459322677961664,Iris-setosa
+78,7.772030181029512,2.536067825369672,6.9,2.3226081581841393,Iris-virginica
+79,7.692778694695389,2.5614425573558752,6.9,2.2542764489950122,Iris-virginica
+80,5.218739226519682,2.5406098809702606,3.9153568806566086,1.09322382727148,Iris-versicolor
+81,6.620189586324549,3.0,4.5323122522781745,1.5406157224223647,Iris-versicolor
+82,7.9,3.946731171703629,6.285105129626883,2.0274124710044825,Iris-virginica
+83,5.009532375304432,3.183087410840495,1.485651030312008,0.22862728590107975,Iris-setosa
+84,5.4874757161634475,3.9314679328185367,1.3148076342705863,0.4910471520280417,Iris-setosa
+85,6.303827863778564,2.9910293282711398,4.629485221143932,1.3464851546525358,Iris-versicolor
+86,5.887831979851613,2.969634230518701,4.554572064207597,1.3711395472012968,Iris-versicolor
+87,5.579336118720293,3.5012892682129007,1.5299867731618362,0.32804861436889776,Iris-setosa
+88,5.874586308604625,2.954476247344822,5.2957477183397375,1.8823943380465329,Iris-virginica
+89,4.658833887737982,3.5176420833434396,1.0000009130146885,0.21071322482882834,Iris-setosa
+90,6.538763431192835,3.194264706291639,4.483617237713965,1.4241092316517332,Iris-versicolor
+91,4.625013061781988,3.134122321494631,1.403846065773046,0.20301777967608634,Iris-setosa
+92,5.438363445664311,4.2,1.4041648526677843,0.17354088385251953,Iris-setosa
+93,5.599090189935513,3.0,4.31114917448625,1.2919804698439559,Iris-versicolor
+94,6.77620567880634,3.394162468718396,5.819378359180651,2.5,Iris-virginica
+95,5.940710198444662,3.400641249342957,4.721861534456679,1.7567737771556153,Iris-versicolor
+96,7.064184653137745,2.6195990762529684,6.237988368601781,1.797187774222852,Iris-virginica
+97,5.705127450618882,2.7425603388674333,4.252341116620185,1.2930414135285848,Iris-versicolor
+98,5.079126218366378,3.0018721685364906,1.5538838700039381,0.1770939910050341,Iris-setosa
+99,4.7969643302001925,3.3750293525213757,1.4803890290543302,0.2004059930453836,Iris-setosa
+100,5.810112467507521,2.6673378690332896,5.075852207565078,1.8959772527960908,Iris-virginica
+101,4.87003874459841,3.0,1.40872874325885,0.1,Iris-setosa
+102,5.620438490176205,2.0019615749989077,3.990755053506245,0.9618135140466391,Iris-versicolor
+103,5.0923802170558385,3.120999957387683,1.9656526282683104,0.2109422603035861,Iris-setosa
+104,4.926112981937374,3.1225276355652403,1.4565284880150307,0.1,Iris-setosa
+105,6.613353027803553,3.0385247826340605,4.860490452573735,1.6538373042226346,Iris-versicolor
+106,5.825063819254288,2.937594158894091,4.549837602947774,1.2625178479545769,Iris-versicolor
+107,5.719776578728982,3.015499178875336,4.518087197177342,1.4976120637500594,Iris-versicolor
+108,4.964957103382559,2.0,2.96696442536389,0.9496288043992014,Iris-versicolor
+109,5.023392408552524,2.0,3.54675372589941,0.9573183984387359,Iris-versicolor
+110,6.390522456565861,3.0,5.550697009836445,1.8512591422924767,Iris-virginica
+111,5.472652377085379,2.8274368998442876,4.366067203644499,1.304710160554956,Iris-versicolor
+112,7.645164466933713,2.574932415250002,6.9,2.319528543355348,Iris-virginica
+113,6.632703882939335,3.4167821073865805,6.031618459602111,2.5,Iris-virginica
+114,4.4,3.1919735879140343,1.3103613138919221,0.19282695720190132,Iris-setosa
+115,5.3751579538649334,3.461200084856043,1.577407147502194,0.4622185613126272,Iris-setosa
+116,4.673761512394494,3.3402688591001324,1.5130976000720193,0.19794673403653457,Iris-setosa
+117,7.0785378489254205,3.1699630608231995,5.949800624727562,2.373434690925702,Iris-virginica
+118,5.471275027474275,3.0,4.042880225804277,1.3584354366258764,Iris-versicolor
+119,6.511980218819864,3.0,4.520069262736088,1.4917552186536949,Iris-versicolor

iris/tab_ddpm/0_4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.217557369696753,2.5259362781644095,3.948064773654241,1.1289616843287056,Iris-versicolor
+1,6.475183010804972,3.0829052977662816,4.7739945736679585,1.493425163163024,Iris-versicolor
+2,5.070592021890579,3.4235662311378023,1.550349804077147,0.30171786858899,Iris-setosa
+3,5.617060599195285,4.199996772089055,1.4257925217431797,0.20801278110495425,Iris-setosa
+4,7.072860252259,3.1571730524144046,5.983317998877726,2.218478981499532,Iris-virginica
+5,4.60485642358727,3.586007981874762,1.0000015834148661,0.20546463958400243,Iris-setosa
+6,5.58200516117643,2.4784941438354915,3.605736159268189,0.9735611502849948,Iris-versicolor
+7,5.897248084189804,2.9290861037641402,5.411684848066896,1.8727238373535453,Iris-virginica
+8,5.069864169821446,3.3339130303164244,1.7749186569281228,0.6317098353826933,Iris-setosa
+9,6.761767546328451,2.85667017339509,6.123830191712528,1.7638133278703163,Iris-virginica
+10,5.990348560197177,2.751007632599316,5.036795777988238,1.8577544308810188,Iris-virginica
+11,7.9,3.740388880982966,6.448915752638053,1.9667148522913553,Iris-virginica
+12,5.060337086985086,2.0,3.5794532116291036,0.998642039915304,Iris-versicolor
+13,5.668912703730222,3.0,4.0987103352754435,1.160058685905252,Iris-versicolor
+14,7.701039245721703,2.5711369724217845,6.9,2.2951766294804528,Iris-virginica
+15,4.8284020749484045,3.1409335020213063,1.4780919011129514,0.2071451872880185,Iris-setosa
+16,6.004859955111756,2.6402074722801974,5.019903346760202,1.8665474201721861,Iris-virginica
+17,5.7325074581049,2.7943362084166026,5.103177117892423,2.446599225971625,Iris-virginica
+18,5.53400707251864,4.2,1.4142854174489097,0.2029238656969508,Iris-setosa
+19,5.438430662272857,2.8032759788820565,4.08604952956053,1.3222658952554618,Iris-versicolor
+20,6.511676543246666,3.1494290814525474,5.067315395409635,1.9588901230319504,Iris-virginica
+21,6.67752810212511,3.2909465313320476,5.692310289201417,2.4999930499774043,Iris-virginica
+22,4.590238919188452,3.5630787739935292,1.0,0.21834183882469782,Iris-setosa
+23,4.586646839473346,3.6552910696537078,1.0000009111310753,0.2057456155196714,Iris-setosa
+24,5.519801409264713,4.1999756386770954,1.413759808509617,0.2126818730298131,Iris-setosa
+25,5.873478200533454,2.952654508256508,5.295243014711323,2.068927098387803,Iris-virginica
+26,5.024035542855611,3.5011531994429754,1.4517228603092622,0.23390967204266083,Iris-setosa
+27,5.349827954705488,3.483748244529495,1.533104399514693,0.1975907885424249,Iris-setosa
+28,5.880601551621394,3.2935848698216357,4.463619278064698,1.460379477468967,Iris-versicolor
+29,5.786672456341277,2.8134608574817865,4.437876496778591,1.3393478977745195,Iris-versicolor
+30,5.586962584191963,4.2,1.4143001421838153,0.20103155881879842,Iris-setosa
+31,6.164389615281603,3.0722253612774337,4.8848114681590245,1.6947649897858508,Iris-versicolor
+32,5.3878507851577275,3.4883223946066253,1.495437223339154,0.21382776428708794,Iris-setosa
+33,4.993726481305204,2.0,2.937016338884792,1.026620118297709,Iris-versicolor
+34,4.981308552512064,3.4030906854733516,1.4893251017013487,0.19950143593759145,Iris-setosa
+35,5.548905651947876,3.0,4.482130927216314,1.4126196163730895,Iris-versicolor
+36,5.523656600361267,3.7997970098982945,1.4907630032363164,0.24542923559755853,Iris-setosa
+37,6.742045874549939,3.0809029083798487,4.656140802839659,1.5371024661869084,Iris-versicolor
+38,6.262359358334169,3.063027998470064,4.311788882156965,1.3516998200587371,Iris-versicolor
+39,4.98541277758269,2.0,3.468973373469352,0.9215193061763407,Iris-versicolor
+40,7.099632206631427,3.127880868610178,5.807514648637572,2.216033700385066,Iris-virginica
+41,5.049442341356923,3.1438888844497574,1.568316825370428,0.23706441129838116,Iris-setosa
+42,6.773034346055594,3.0,4.913782296756958,1.6282228114203943,Iris-versicolor
+43,5.154003220688532,3.5107912884197763,1.4376309182791105,0.20352461943771444,Iris-setosa
+44,5.51567645357478,4.2,1.3917257062489954,0.21518825410211653,Iris-setosa
+45,7.727963361432083,2.403733437613275,6.9,2.2895133949813564,Iris-virginica
+46,4.812797870583224,3.451793258218211,1.495232775196806,0.19392903109258652,Iris-setosa
+47,5.98336449137455,2.6375245682173625,4.395058875679517,1.2090399813371588,Iris-versicolor
+48,4.864377202187398,3.046043870836099,1.4704167895551472,0.1,Iris-setosa
+49,4.590182911016098,3.6361731027879522,1.0,0.20452619765152663,Iris-setosa
+50,6.55513376662211,3.085451158767892,4.758622473626502,1.6299193573952926,Iris-versicolor
+51,6.360015219101354,2.478987145003172,5.0528614561186025,1.89472802621157,Iris-virginica
+52,5.227729475898618,2.438498171564367,3.6125646888220797,1.007990821557439,Iris-versicolor
+53,5.979481675293233,2.3749717773570347,3.8313438042554484,0.7142144406975528,Iris-versicolor
+54,5.572600121371219,4.2,1.4428155177581505,0.19981503427384437,Iris-setosa
+55,5.769897519955679,2.9915274009529758,4.519559355926131,1.4386591676096,Iris-versicolor
+56,4.643925895664371,3.5376907365541483,1.0000012502041344,0.21975653832630299,Iris-setosa
+57,5.256604759419931,3.787094173570645,1.4204163491931188,0.2544729497873002,Iris-setosa
+58,5.566849994557232,3.0,4.353379272284293,1.3402169306344016,Iris-versicolor
+59,4.940990949777761,2.0,3.07132305274182,1.012009799739877,Iris-versicolor
+60,6.426562341583331,3.239992113189183,4.636826059769398,1.6188384620855512,Iris-versicolor
+61,6.312513437254671,2.8895958809369393,4.3695474301717265,1.2835382635070998,Iris-versicolor
+62,5.564471110722919,2.746847078542455,3.8478388879745817,1.1451088726934153,Iris-versicolor
+63,6.554299081809146,3.0,4.8153787394899386,1.6238985150298855,Iris-versicolor
+64,4.5569708475752515,2.759833582247026,1.3383988625220753,0.7025227955125777,Iris-setosa
+65,5.680825044937723,3.477851102111042,1.9608121918005939,0.28449474559420324,Iris-setosa
+66,5.894578466558522,2.219740528802389,4.2164111762303005,1.297151369075867,Iris-versicolor
+67,4.622545542966181,3.6778711069762355,1.000001404995745,0.20380536381258765,Iris-setosa
+68,6.740417088124696,3.425949078421907,5.5806816199042,2.5,Iris-virginica
+69,5.004577924674906,3.318205040874921,1.5231182980319828,0.7571804957403234,Iris-setosa
+70,6.260569119561789,2.953438901544226,5.198524076823917,2.07928519908587,Iris-virginica
+71,5.4772532870457145,3.7617467499720525,1.4324552577445862,0.29747838189988784,Iris-setosa
+72,6.675973679009918,3.3151416749795577,5.9601276243014025,2.5,Iris-virginica
+73,5.706788979206561,3.0897015415402156,4.540609868940157,1.4862435893083197,Iris-versicolor
+74,5.02819899589185,2.0,3.4473419749298606,1.0276212048114604,Iris-versicolor
+75,5.079853288626388,2.0000034508881273,3.6350177123741303,0.8264821775688287,Iris-versicolor
+76,4.990454341113195,3.0,1.47918704546566,0.2246360846607149,Iris-setosa
+77,4.781720034863903,2.870165027812876,1.4023978335598093,0.23096663873732332,Iris-setosa
+78,7.722988993258642,2.528641835361744,6.9,2.2881324548574367,Iris-virginica
+79,5.580494768226781,2.981686935058618,4.20809345851639,1.3504208536423392,Iris-versicolor
+80,7.332561973423624,2.9059712248464806,6.239963697038749,1.7766545925512696,Iris-virginica
+81,5.473981361348139,3.0,4.4825487025488195,1.4930127985937984,Iris-versicolor
+82,6.183757086914774,2.556919378188672,4.900760447545262,1.8473727183779496,Iris-virginica
+83,5.852502197880973,3.121679929457241,4.57496243101801,1.5691578668148818,Iris-versicolor
+84,5.088218429314913,3.1974427647662296,1.556281907619827,0.22327847609916346,Iris-setosa
+85,5.778711316044952,2.6474578233957247,5.207272720335935,1.9442654006110325,Iris-virginica
+86,5.47305227211314,2.9555004274650427,4.245304806031348,1.3896806910328507,Iris-versicolor
+87,6.387759278621129,3.0,4.807856750366217,1.473862776739129,Iris-versicolor
+88,7.267730991086572,2.998274162657894,6.293826924897949,1.9452613822934068,Iris-virginica
+89,7.767675733418425,2.836273941004051,6.757501467041271,2.076528795155308,Iris-virginica
+90,4.596743136823107,3.25087871293113,1.4208458093376983,0.20390229712354357,Iris-setosa
+91,4.756242556345805,3.375108532808873,1.556809585379379,0.19623752931531413,Iris-setosa
+92,5.735265193135779,2.9161551573667435,4.0960252017650145,1.2367076840895854,Iris-versicolor
+93,6.784887453204886,3.061876849601228,5.263439839993297,2.2121036902775506,Iris-virginica
+94,5.1342037028557,3.27229038135682,1.6352721873024005,0.2174511201948282,Iris-setosa
+95,4.972627810224412,3.497780458747359,1.4302704987067303,0.192989649129435,Iris-setosa
+96,6.693628387675196,2.818077167515243,5.659593360577924,1.781427549292553,Iris-virginica
+97,6.344426408610186,2.79913118480327,4.38782256386156,1.234422945219792,Iris-versicolor
+98,5.803238721296014,2.0772164590901046,4.309893684806345,1.3470404784281298,Iris-versicolor
+99,6.245467172966032,2.5494265380301475,5.005577747492395,1.9001634594698817,Iris-virginica
+100,5.765466860614011,2.8303977557047024,5.280489251915212,2.2655445228163016,Iris-virginica
+101,6.337190409024278,2.6378335745050645,5.1776733380655156,1.832151606157167,Iris-virginica
+102,5.529459148137721,4.19999438416497,1.3839045016488152,0.21470372394301654,Iris-setosa
+103,7.742264739077144,2.8014435818744605,6.760195783288742,2.03275068065487,Iris-virginica
+104,6.6727005506041905,3.1796335831573375,5.249124878757102,2.2497068633333366,Iris-virginica
+105,6.505485841792635,3.131178291960365,5.426487614632012,2.499924171960604,Iris-virginica
+106,5.511669212716715,3.0,4.533281651527152,1.5700200622065794,Iris-versicolor
+107,6.981840626430573,3.1933106491451873,5.865039025697193,2.2306228074386865,Iris-virginica
+108,5.591244609348145,3.0,4.493440488539935,1.3970875308327209,Iris-versicolor
+109,4.945066663009268,2.4234924883241993,3.6109157922516486,1.0971214650568009,Iris-versicolor
+110,5.785938809421365,2.661106764562258,5.130706844000938,1.9224178277609951,Iris-virginica
+111,4.569397552142286,3.6182597863817434,1.0000009839399426,0.1984479171544467,Iris-setosa
+112,7.729420827635223,2.518630239502782,6.9,2.328688011290283,Iris-virginica
+113,5.505746304594606,3.0014870386500765,4.519063787557273,1.562924515311319,Iris-versicolor
+114,6.068683359089816,3.268525846300623,4.73139446801793,1.6710330200188783,Iris-versicolor
+115,5.426689706904657,3.4484195159852438,1.5374272685948565,0.38085595929539234,Iris-setosa
+116,5.78580036046887,2.786469257779213,5.097411587541627,1.8287306728953998,Iris-virginica
+117,5.02849993727323,2.0,3.407956007240163,1.0247747053302652,Iris-versicolor
+118,7.003787419185447,3.11313831712964,5.997582823683397,2.2960484865811064,Iris-virginica
+119,6.1862704545615355,3.2343872820617445,4.6247493039923535,1.5075762128645724,Iris-versicolor

iris/tab_ddpm/0_4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.796334042568038,2.484667827946436,6.9,2.325982347384113,Iris-virginica
+1,4.793947743639936,3.3777397777773257,1.5404418739753285,0.19422029264582125,Iris-setosa
+2,5.598772379445072,2.862349306886469,4.407648908439545,1.2862742665277622,Iris-versicolor
+3,6.722828084483996,3.0684399904954383,4.600011620346997,1.4177798988432155,Iris-versicolor
+4,5.360193131365772,2.4992812097182036,3.840782726779745,1.087830145487567,Iris-versicolor
+5,5.061055548345637,3.2474617159866197,1.4122867145580023,0.20933761228281758,Iris-setosa
+6,4.58054386626746,3.693252070746569,1.0,0.20297295180241268,Iris-setosa
+7,5.182680041783466,3.485525336623837,1.434172496369296,0.2037542685800774,Iris-setosa
+8,4.9759891990447835,3.460198813863818,1.4938123380454584,0.19560527655823126,Iris-setosa
+9,6.7122652738704005,3.199858836040743,5.538971671841082,2.0738562840097625,Iris-virginica
+10,7.164963967039891,3.149991429152689,5.815852719638425,2.2841591455647645,Iris-virginica
+11,5.37416753967085,3.4489854173368006,1.4930575318841384,0.23294850725972455,Iris-setosa
+12,6.381318645279672,3.0,4.26223939281796,1.3487433086217513,Iris-versicolor
+13,5.627639186451956,2.999926064771471,4.20069006264503,1.225616577499267,Iris-versicolor
+14,6.177604206400881,2.1852992493979713,4.417676148016455,1.4034891764120925,Iris-versicolor
+15,6.8084567080990706,3.2311372030260856,5.994781825116976,2.3138178842598665,Iris-virginica
+16,7.745061441955729,2.7262674848418347,6.8968731492334046,2.1095409499539364,Iris-virginica
+17,6.233122516812299,2.698425951662239,4.333076042686525,1.3701307331555315,Iris-versicolor
+18,6.626320575661112,3.31755489731866,5.597015324494302,2.270252677060706,Iris-virginica
+19,7.367759949270359,3.0,6.1042835635489725,2.279209941936413,Iris-virginica
+20,6.31244796514441,2.56168814477212,4.9228891834449975,1.8581987449432817,Iris-virginica
+21,6.6136175644907995,3.3223342347380016,5.529885835746684,2.198762762552062,Iris-virginica
+22,6.718834415763392,3.2834421958449984,5.695903207631101,2.4999995061455387,Iris-virginica
+23,5.444770623964792,3.891062230307844,1.3350066733618233,0.41011988944484223,Iris-setosa
+24,4.8589647685765796,3.0,1.404723452414183,0.20616900034831764,Iris-setosa
+25,6.641589327499266,2.9969047922330865,4.55895078703131,1.3897139767310078,Iris-versicolor
+26,5.133505347009649,3.2657108783312663,1.4777944653965431,0.22738634882454994,Iris-setosa
+27,4.936817025534626,3.447893242352619,1.5230332803311994,0.2049114016801361,Iris-setosa
+28,7.899997374725862,3.749473679473169,6.369140564450667,2.0062727633077997,Iris-virginica
+29,6.789189175390131,3.4183541092339738,5.90259275221439,2.5,Iris-virginica
+30,6.779321258608859,3.236470551665857,5.201392026656469,2.2856968062442258,Iris-virginica
+31,6.673051319161678,3.328610344446645,5.779553444013427,2.5,Iris-virginica
+32,5.769517451682339,3.1766909913480155,4.644614211155346,1.6618447785674948,Iris-versicolor
+33,6.454921349441141,2.3610785572985478,4.672652039033269,1.5009053288143808,Iris-versicolor
+34,5.713477492306401,3.1026534907719454,4.294710039156777,1.3442871403894716,Iris-versicolor
+35,5.46880454130575,2.599028095877088,4.378172259778817,1.1374767989327954,Iris-versicolor
+36,6.51303438722751,3.3459602152615253,5.202634270602366,2.267052328179367,Iris-virginica
+37,5.03191620310576,2.0,3.5039792972708304,0.9749572107758644,Iris-versicolor
+38,4.80162991156723,3.3773991814920707,1.8585465237690246,0.21725929471985053,Iris-setosa
+39,5.409155596978446,2.981864514666331,4.408462215750085,1.3939325120280404,Iris-versicolor
+40,4.847417685761261,3.402399201887517,1.9491785653569738,0.2084064806108464,Iris-setosa
+41,6.293586211154592,2.991344664261586,5.558143857009912,1.9124253028108678,Iris-virginica
+42,6.588035990932321,3.3201225947539323,5.527388023941026,2.25876866947075,Iris-virginica
+43,5.00489416276287,3.430266319898205,1.467805586851873,0.1930206708669983,Iris-setosa
+44,6.757727931689424,3.0102216067251177,5.7828825559800325,1.9696920539698721,Iris-virginica
+45,4.954008422614298,3.460062248605352,1.5702078664140817,0.26093755988873213,Iris-setosa
+46,5.716479310150726,2.931972047141699,4.242132936012286,1.0924959048393632,Iris-versicolor
+47,4.771133879858442,3.0,1.3529987576023734,0.21786814117228004,Iris-setosa
+48,4.757083816198134,3.2935492137370637,1.562423432715248,0.20886414383288562,Iris-setosa
+49,6.550260141254241,3.0781619715488997,4.769501968325786,1.5526138976714419,Iris-versicolor
+50,6.1604656736484245,2.176864890942489,4.3454399747581,1.2863681145248722,Iris-versicolor
+51,4.949440098837229,3.0,1.5368970236798076,0.19521551806439708,Iris-setosa
+52,5.165334933339701,3.497630276516076,1.575175831500239,0.30120046108140736,Iris-setosa
+53,4.663977411734824,3.6035928953482492,1.0000004053575022,0.21439331737376974,Iris-setosa
+54,5.0080557952163804,2.0000099407300045,3.546545062242849,1.0479914920447078,Iris-versicolor
+55,5.54782590629629,3.0,3.9532444340480772,1.3413795261060204,Iris-versicolor
+56,6.863992993788007,2.741373519713801,4.795146995923352,1.4711557240194408,Iris-versicolor
+57,5.767600305204598,2.9362412829472873,3.9087483181069445,1.2804811870696173,Iris-versicolor
+58,4.583888463413805,3.713834364017963,1.0,0.2042606024531134,Iris-setosa
+59,5.060839946818421,3.7597245053321435,1.470696385106712,0.22409770085921885,Iris-setosa
+60,6.903102884834431,3.0,4.922797935095017,1.5683902521489204,Iris-versicolor
+61,5.93113521866159,3.0,4.631689466050624,1.4618938870755416,Iris-versicolor
+62,5.489309695874683,3.4631378785988836,1.4886271004309404,0.2099304465202856,Iris-setosa
+63,7.697811086972662,2.614434443238726,6.899997938412302,2.322129291333974,Iris-virginica
+64,4.927731388857275,3.0,1.4694076008138335,0.2156999082158816,Iris-setosa
+65,4.784636651149027,3.0,1.4023895223930747,0.1,Iris-setosa
+66,4.4,3.202800965036601,1.2925683434493398,0.2075758339663637,Iris-setosa
+67,6.556005231102184,2.9202602046611457,4.538393287734282,1.4954994784710918,Iris-versicolor
+68,6.963857105845148,3.0474258330088264,5.954008253268583,2.2793173580055415,Iris-virginica
+69,5.356484648722054,3.779963364272848,1.443298317918948,0.29617234505652495,Iris-setosa
+70,7.784413444185507,2.557594026304691,6.9,2.29380096377869,Iris-virginica
+71,6.7515038889180135,2.977905973183505,4.996927052061795,1.693186288614552,Iris-versicolor
+72,7.471917013172158,2.7481229596136862,6.569884370751155,1.8306213667351696,Iris-virginica
+73,6.487200361704672,2.9728676270168104,4.545691676173265,1.3571186490325922,Iris-versicolor
+74,5.78282834934058,2.7559502671262197,5.095084711813911,1.9297324730889067,Iris-virginica
+75,7.542207510612096,2.810927072471088,6.623785800561154,1.8599938517500016,Iris-virginica
+76,7.154859671495245,3.0974789466586885,5.923687006756219,2.201342701817111,Iris-virginica
+77,7.6969348182238075,2.860746201723586,6.6972272210420245,2.0267435085582086,Iris-virginica
+78,5.178727449569615,3.397549161598736,1.394317347528029,0.23746639889163088,Iris-setosa
+79,5.8365834862186645,2.9275650554241475,5.058001911585368,1.786027086561483,Iris-virginica
+80,6.206454126556558,2.359048135521278,4.343232530608685,1.0459959881790994,Iris-versicolor
+81,4.400001034975111,3.182193733791059,1.221111684883023,0.2050330554795864,Iris-setosa
+82,6.00565955244052,3.0,5.124409028663604,1.8759487454268848,Iris-virginica
+83,7.635042983285658,2.6154904218659802,6.899997467582644,2.3112861919221275,Iris-virginica
+84,5.531074328150446,2.7729224791088076,4.495440652720394,1.269391968277875,Iris-versicolor
+85,5.478356449879956,2.840643933256104,4.318605231421648,1.2712222415477257,Iris-versicolor
+86,5.1804365034711894,3.8463749479155775,1.2751283533211573,0.2064934360336831,Iris-setosa
+87,7.639606408169584,2.550661941817973,6.9,2.339662126235499,Iris-virginica
+88,6.743689166773852,3.2397050128296994,5.768903616176414,2.1470284514753857,Iris-virginica
+89,4.8051097553158995,3.0,1.4612683750753928,0.10000014762138182,Iris-setosa
+90,5.700366916728666,2.5677191396679575,4.252975575443975,1.1217266109636987,Iris-versicolor
+91,4.940556779213466,2.0,3.262677101145224,1.0271816481819411,Iris-versicolor
+92,5.087318834607567,3.490245111833504,1.4077789158436211,0.1947584467352901,Iris-setosa
+93,4.88980250578683,3.267589689633914,1.5596247968802808,0.19075827249679111,Iris-setosa
+94,5.039687610109097,3.4263722703992743,1.4905278799318395,0.2597934022563834,Iris-setosa
+95,5.585821521764477,2.644288802407791,4.020633308293202,1.1438396511728213,Iris-versicolor
+96,5.864433935963189,2.845976174929198,4.116768445147237,1.0489632315239128,Iris-versicolor
+97,4.823409970259403,3.0,1.3877485212913818,0.10000010908706033,Iris-setosa
+98,5.69270085086651,3.0,4.12647358658292,1.21544285131883,Iris-versicolor
+99,4.462007694280137,2.1860520024721213,1.294497175147021,0.29132863490690913,Iris-setosa
+100,4.868743549971518,3.094356738022034,1.4545100467921261,0.10000010788298332,Iris-setosa
+101,4.971728964243128,2.0,2.6626247601126556,0.9260978446496828,Iris-versicolor
+102,5.768967868314803,2.7494430949064514,5.052012058142217,2.253745635882041,Iris-virginica
+103,7.662468915654729,2.541812483510271,6.9,2.3535101647000394,Iris-virginica
+104,5.979303971231337,3.0,5.33545689537585,1.9060125485541444,Iris-virginica
+105,5.829899613853803,2.627793192948019,4.3257973133907015,1.0247872972823409,Iris-versicolor
+106,5.737413103652998,2.977203170776839,4.158074896135032,1.1770544264452891,Iris-versicolor
+107,5.844848168124138,2.762379547207793,5.183157912624895,1.9230249802492556,Iris-virginica
+108,5.474777784713257,3.546226666660653,1.499053794756935,0.4395006159546736,Iris-setosa
+109,5.003182778485002,2.0,3.4894058637656196,1.072633425628538,Iris-versicolor
+110,4.400000637750789,3.22369723991624,1.285280104951361,0.19829021801657393,Iris-setosa
+111,5.828314089995513,2.6829906090515334,5.1507481801882165,1.8833295499249558,Iris-virginica
+112,5.110870374808457,3.0,1.5401624052264131,0.1874452364297307,Iris-setosa
+113,5.896544224526539,3.0,5.039236284422369,1.8077408165361963,Iris-virginica
+114,7.899998940776088,3.7531780855876957,6.2538398633235905,1.9303828445197568,Iris-virginica
+115,5.880519550764538,2.7330373652494,5.125680680154862,1.9009446323451056,Iris-virginica
+116,5.84321713894281,2.642640354170039,4.318939365787867,1.0770606818900306,Iris-versicolor
+117,4.765440386107973,3.315798062219631,1.5763292381404843,0.23604097539378782,Iris-setosa
+118,5.990763291852679,2.648310205925753,5.370626126034187,1.894409372559143,Iris-virginica
+119,5.014081218278526,3.4606260161140168,1.408816658677659,0.18558594230261277,Iris-setosa

iris/tab_ddpm/0_4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.942951806150213,2.8807003861764104,5.203704146820766,1.8044749190838596,Iris-virginica
+1,5.363584294012206,3.7954488121844605,1.2753833205263905,0.29978539997287834,Iris-setosa
+2,7.606421954109441,2.674183889370608,6.602284931572399,1.857786298205286,Iris-virginica
+3,7.9,3.801788913070282,6.453946219462005,2.002526419043346,Iris-virginica
+4,7.621242137479098,2.510307338211438,6.9,2.373647883944029,Iris-virginica
+5,6.737130571300887,2.9180433853277177,5.859604608823132,1.8109996691625516,Iris-virginica
+6,4.933829082872786,3.184830051046355,1.7018507658540007,0.23873315428224123,Iris-setosa
+7,6.635811831375888,2.9358666831107634,5.774632100205172,1.7818378166100608,Iris-virginica
+8,5.012413318610465,2.0,3.5510688034338034,1.0210111506358237,Iris-versicolor
+9,6.380212738915523,2.560400694299335,5.517181445054833,1.861734446807403,Iris-virginica
+10,4.888738547005636,3.0132729563687595,1.4974676989582676,0.1000000929419878,Iris-setosa
+11,5.916104683434265,3.3339146028971536,4.357095007997574,1.518040333997969,Iris-versicolor
+12,4.842415868044599,3.0,1.4144089842382315,0.10000018272388098,Iris-setosa
+13,6.709704285157136,3.0,5.033333051675092,1.7168879787808273,Iris-versicolor
+14,7.726358738290827,2.586817104120117,6.9,2.330582224220859,Iris-virginica
+15,5.335300603967814,3.648050160208751,1.437733697357596,0.22674940922323153,Iris-setosa
+16,6.496512611895338,3.0521784729048345,4.579136056427474,1.4698073100001179,Iris-versicolor
+17,5.76993274734252,2.698993548148966,5.043170086591669,1.9235074717922396,Iris-virginica
+18,6.318970367181854,2.9141595168674415,4.33144035975696,1.3159783353386514,Iris-versicolor
+19,6.716426832545544,3.3222354520540582,5.673131543997108,2.5,Iris-virginica
+20,5.784621449621791,2.7247316942831215,5.141690703347676,1.9120145891732891,Iris-virginica
+21,5.981441092212978,2.9608939123580513,5.422533133737964,1.82153134284963,Iris-virginica
+22,5.542284200940736,4.199998467002938,1.418014280694425,0.20320109655089139,Iris-setosa
+23,4.937700850363084,3.164139580955666,1.4656458272907664,0.19557088584562413,Iris-setosa
+24,6.701481372844588,3.349689907972248,5.8015653906060285,2.5,Iris-virginica
+25,7.2537783275972565,2.8570633507719374,6.137031342782788,1.8099308282495763,Iris-virginica
+26,5.828618545756143,2.879806548480211,5.117261874665662,2.482684720290791,Iris-virginica
+27,5.62400770282384,2.6991624394051725,4.2213500037025815,1.0957573197986272,Iris-versicolor
+28,5.710335239767157,2.7048938745128095,3.9515344645856736,1.0895864038132763,Iris-versicolor
+29,6.730024960998239,3.3665462467849405,5.76045002072809,2.5,Iris-virginica
+30,5.558229253845809,3.090610742696689,4.474552355565574,1.6530139841691551,Iris-versicolor
+31,7.607594549277879,2.5681852692147387,6.9,2.2793204419260524,Iris-virginica
+32,6.333486073446329,2.562279306248907,4.913366102234568,1.8567380859497016,Iris-virginica
+33,4.602444442905909,3.5943698169552003,1.0,0.20298592366274532,Iris-setosa
+34,5.021813815685392,2.0,3.2778741498817277,0.9685362445289039,Iris-versicolor
+35,5.472395710746997,2.487321934417695,3.57941147121441,1.0401930817055927,Iris-versicolor
+36,6.7638067497038445,3.0896922694135487,5.561256812572557,2.2466003273043005,Iris-virginica
+37,5.030473800789806,3.509362594985298,1.3281591217231785,0.20173719420388372,Iris-setosa
+38,6.319709592882877,3.0,5.386434676388745,1.851329597328975,Iris-virginica
+39,5.4965815369231725,4.052448316685755,1.399941608330471,0.38980846526877483,Iris-setosa
+40,5.6303367958259365,2.7256932618928733,4.537332428559329,1.3663193322787923,Iris-versicolor
+41,6.590772980438169,3.2291386100468937,5.802103225973439,2.4999469154354124,Iris-virginica
+42,5.155565092691044,3.4836585432722464,1.456885643042076,0.2624425314505018,Iris-setosa
+43,5.888410615574466,3.2724471377626174,4.577120970565981,1.6403236500873144,Iris-versicolor
+44,5.869892021261205,3.2283530810065955,4.636719976581959,1.640736703904549,Iris-versicolor
+45,5.241485270562366,3.3314964291478004,1.8092909165755198,0.2090818726839973,Iris-setosa
+46,5.082328841180007,3.2374442157566485,1.9551917623229504,0.44420044504584877,Iris-setosa
+47,5.371946160354495,3.4189830587133194,1.4518197602724068,0.20152040795153658,Iris-setosa
+48,4.853532485152891,3.3101707978544077,1.5552889249692954,0.2071349310966226,Iris-setosa
+49,5.896162801249134,2.849270433950689,4.08782344552536,1.1391355627269828,Iris-versicolor
+50,7.205584892164487,3.0,5.898937948650753,2.3029643538585716,Iris-virginica
+51,6.888025696180518,2.8068522067090145,5.7762822421956725,1.8085325729406487,Iris-virginica
+52,5.3884717603204075,3.34119477438091,1.5606568194925658,0.27935132597395174,Iris-setosa
+53,5.623119388156682,3.0,4.500017544956235,1.4819431926818467,Iris-versicolor
+54,4.934534343578893,2.0,3.634856232502496,0.9124464146155553,Iris-versicolor
+55,6.513262665684659,2.5098106186992917,5.393051225545511,1.821232400636309,Iris-virginica
+56,4.509126669566207,2.47642513748236,1.2916812514765723,0.3478207239492716,Iris-setosa
+57,5.875125922452417,3.0,4.578160974734038,1.4913291700291271,Iris-versicolor
+58,5.621783796986092,2.60906877841355,4.373684746947481,1.2649464926101137,Iris-versicolor
+59,4.861176850140398,3.2521535992861574,1.9207287180916361,0.19758048156312863,Iris-setosa
+60,6.126794057248102,2.780028004687784,4.21768490180886,1.09425097844774,Iris-versicolor
+61,7.9,3.946570601956333,6.464491570178023,2.0710057124247068,Iris-virginica
+62,6.297187568061436,3.3574861613845552,4.729001251959065,1.6419747602455799,Iris-versicolor
+63,5.023737521111451,3.436760596833968,1.470806347271213,0.21042845563012624,Iris-setosa
+64,7.27873903699354,2.9004684061871813,6.252019737661454,1.92931990788078,Iris-virginica
+65,7.746937501650731,2.7487241401177736,6.728748308707383,2.0445328225491997,Iris-virginica
+66,5.277420835386583,2.5159676796808697,3.7024217895804874,1.079972802462072,Iris-versicolor
+67,5.0513711224431175,3.4638035052333773,1.3874673581604098,0.20171612958889032,Iris-setosa
+68,6.346220944571421,3.0,4.907081017629689,1.7724585423852084,Iris-versicolor
+69,5.836581992118508,3.0,4.585345990568911,1.4167226275464535,Iris-versicolor
+70,6.737874035461022,3.0,5.110420755172839,2.1534275491074704,Iris-virginica
+71,6.576321068121047,2.488670088012645,5.486291858920054,1.822873938121985,Iris-virginica
+72,4.552072246100628,3.690460297082015,1.0,0.20368717211623566,Iris-setosa
+73,7.9,3.9731236615816714,6.504988940096405,1.9789354616687385,Iris-virginica
+74,7.5710983251681245,2.7277990097060414,6.531710271364332,1.9012500678566366,Iris-virginica
+75,5.457654642357527,2.6424353407573946,4.027096643690396,1.0790820629725706,Iris-versicolor
+76,5.713891484799059,3.0,4.272155284493701,1.3029178320186476,Iris-versicolor
+77,7.166937220980042,2.8993997629927493,6.139579430129901,1.7672784720255068,Iris-virginica
+78,5.525613884317316,3.0243810267863536,4.28359815956566,1.3639894818552802,Iris-versicolor
+79,5.707266521727775,2.9336981148967785,4.140818760668739,1.2517910883383796,Iris-versicolor
+80,5.733034646996072,2.7452282518020046,4.328470866223448,1.3614588209443543,Iris-versicolor
+81,6.270168937446085,3.272018431493841,4.631170492305518,1.551704298039757,Iris-versicolor
+82,4.840395149845044,3.0,1.4371801687615775,0.1000001861029957,Iris-setosa
+83,5.0823910517972735,2.4975933721841126,3.45248562431098,1.0495064946846007,Iris-versicolor
+84,4.989862193212566,2.0,3.62060073253907,0.9485350698920978,Iris-versicolor
+85,4.598171941971151,3.635621989058156,1.0,0.20444561098234013,Iris-setosa
+86,5.422196901977612,3.495646879801959,1.6296911437429218,0.22837502530643763,Iris-setosa
+87,5.537077308644143,3.0,4.46945257920552,1.4605262535450316,Iris-versicolor
+88,6.058953238192907,3.0602555712259853,4.678002366216602,1.7040308621416371,Iris-versicolor
+89,5.782561621594506,2.466973680297417,3.967625124959782,1.008861302611804,Iris-versicolor
+90,6.710318041940169,3.3430368354103006,5.7216021846498695,2.5,Iris-virginica
+91,5.014567239070806,3.4429620651184223,1.5732406991675605,0.48253386269319376,Iris-setosa
+92,5.581983660075504,3.0,4.572305181881383,1.5334576795948345,Iris-versicolor
+93,5.853585489599523,2.5779223593522502,4.317736898111014,1.2553507183982855,Iris-versicolor
+94,6.761885323842998,3.302409698929531,5.4812064975904,2.288292265251964,Iris-virginica
+95,6.5237534657121135,3.2059971536066043,4.673393077923841,1.5166760125252186,Iris-versicolor
+96,7.6058591657133094,2.5829957919207978,6.9,2.304517397111328,Iris-virginica
+97,4.791348829344926,3.0,1.375841091851618,0.210296128886646,Iris-setosa
+98,4.943662252953936,2.0,2.916167120715878,0.9332124910749859,Iris-versicolor
+99,4.856783412693341,3.0218420113328137,1.4612483035131785,0.1,Iris-setosa
+100,5.033357243651429,3.5065806431469495,1.3614878794533185,0.19594839936442268,Iris-setosa
+101,5.71285236922266,2.7883208412143055,4.514962795840067,1.4534093659471181,Iris-versicolor
+102,5.432578031875653,3.715268185657646,1.7340181402758592,0.2173395446617657,Iris-setosa
+103,5.841313022277137,2.3246191137711585,4.056302319375887,0.922713258301296,Iris-versicolor
+104,5.622160054276835,4.199998929255226,1.4127654743558662,0.21441571169503648,Iris-setosa
+105,5.805219147417981,3.317894617303128,4.3485820030489695,1.5623310681499945,Iris-versicolor
+106,5.174239570526988,3.4998780623019434,1.515890203825288,0.48288166085666206,Iris-setosa
+107,7.594253749839413,3.0,6.632396137704091,2.0969749287385975,Iris-virginica
+108,7.096501879456051,2.8646092212915795,6.226288407081339,1.7768705714845736,Iris-virginica
+109,5.697770477545977,2.39737349079146,4.062582699431788,1.1026929112474568,Iris-versicolor
+110,4.400003800776547,3.2402371067569735,1.2688104666131326,0.20494017213863985,Iris-setosa
+111,5.000830570798477,3.4068040675410742,1.5544876711234827,0.20421997577870932,Iris-setosa
+112,7.253331434720155,2.9508902953415777,6.330154564283738,1.9445442888636433,Iris-virginica
+113,6.176787625881827,2.1238718455510677,4.222062123120527,1.256486331968671,Iris-versicolor
+114,5.072746409427924,3.6495482572703737,1.4293178558175326,0.1985110628306203,Iris-setosa
+115,7.899997501262823,3.66711573813326,6.431626931087343,2.0370531370439875,Iris-virginica
+116,5.745648532578441,2.9922852096133843,4.600400351132549,1.4978671393242489,Iris-versicolor
+117,7.525771141611452,2.7461832228985417,6.546314769152843,1.862955708939206,Iris-virginica
+118,4.636637651891077,3.1190657513422435,1.402016736846426,0.20673771601226007,Iris-setosa
+119,4.680235626432936,2.9202343426242687,1.3529878848128964,0.2633370431858187,Iris-setosa

iris/tab_ddpm/0_4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+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

iris/tab_ddpm/0_4/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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

iris/tab_ddpm/0_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.1245104216359865,2.747389581132724,4.935056150588738,1.852725137566355,Iris-virginica
+1,4.577919190800039,3.7771877339093662,1.0,0.2017205782619748,Iris-setosa
+2,6.6379374412914816,3.0,5.516162318068349,1.8096247145226356,Iris-virginica
+3,7.0744406798224535,2.8486387545399228,4.878186022725383,1.4577784108934406,Iris-versicolor
+4,6.284217329479165,3.4046994558936463,5.535175650809021,2.2638435965952683,Iris-virginica
+5,5.014368184808019,2.0000006366985548,3.5713514042064896,1.011020336007933,Iris-versicolor
+6,4.575334523894117,3.508920768333221,1.0,0.19543279527595842,Iris-setosa
+7,4.905155137129722,3.2852811043952364,1.519218932326118,0.2028995024304125,Iris-setosa
+8,5.541270983220167,3.0,4.406068191941414,1.418949011365015,Iris-versicolor
+9,5.66741288805101,3.0,4.556390414628935,1.5297332788731413,Iris-versicolor
+10,5.5995759801175735,4.199987995936824,1.4197948167755108,0.22863910112018204,Iris-setosa
+11,5.867617419836227,2.797567425438776,4.2101580527918765,1.0505412388011717,Iris-versicolor
+12,5.836393994728103,3.0147969867392295,4.100216558826427,1.3594543698790829,Iris-versicolor
+13,6.346908449931142,2.9771537544581004,5.35536649410903,1.7675420045661063,Iris-virginica
+14,7.899996973463666,3.70051508804264,6.374431926766679,2.021709377466002,Iris-virginica
+15,5.707584621198883,2.810327512675559,4.262914557108492,1.2930378719228688,Iris-versicolor
+16,6.347878545543327,2.649213768429602,5.319456079258989,1.804322504256292,Iris-virginica
+17,5.400915348724988,3.5060404666140292,1.4402088813270897,0.21227542172299332,Iris-setosa
+18,7.748810129751572,2.6127254575742995,6.9,2.310240625931268,Iris-virginica
+19,5.03748027972051,3.3630830431881367,1.5587083816171459,0.37478329108700015,Iris-setosa
+20,7.9,3.9336772371086592,6.578405801677625,2.012977340133669,Iris-virginica
+21,5.996785148615865,2.7163811780655815,5.004609804383501,1.8745355200935998,Iris-virginica
+22,5.83689937085916,2.6456440585747827,5.079257607796013,1.964549379004712,Iris-virginica
+23,6.145430994550585,3.374228304486195,5.4356732968015695,2.3900409923015022,Iris-virginica
+24,4.921202702439203,2.0,2.9368447684759995,0.9674502079952045,Iris-versicolor
+25,4.9811666087450295,3.562528154381317,1.553956332399722,0.26625558016101,Iris-setosa
+26,7.693891597738876,2.8633780137248466,6.6711051203668985,2.0672520331394004,Iris-virginica
+27,4.571694615466168,3.619844359090073,1.0,0.19600397103982126,Iris-setosa
+28,4.967344842936973,3.4610330405000833,1.5622314051373483,0.21586818643534017,Iris-setosa
+29,5.618748101002665,3.08308287087091,4.399780445307972,1.44711113751901,Iris-versicolor
+30,4.400000950689841,3.2432028907133694,1.260252866847748,0.18248660752613968,Iris-setosa
+31,5.433713897523526,4.2,1.3396500032293241,0.20640694205825627,Iris-setosa
+32,6.029234165309998,2.252813288846046,4.223187435454044,1.0065714384953646,Iris-versicolor
+33,4.998814876119969,2.5400973628401333,3.7528815635774464,1.160744677722591,Iris-versicolor
+34,7.708281416985496,2.5402527460946733,6.9,2.2843252383675887,Iris-virginica
+35,5.806960957275467,3.006998649601614,4.1756618706635695,1.331700298068418,Iris-versicolor
+36,4.916016422936723,2.4140015415655345,3.463543711416563,0.9898132484676077,Iris-versicolor
+37,7.899998401936741,3.767134276223726,6.315978840593364,2.013567004473281,Iris-virginica
+38,6.682348894056132,3.1186589793018373,4.703123806201773,1.4914282549635218,Iris-versicolor
+39,5.135588224638531,3.3661433617291974,1.5366877304032358,0.39374958703315077,Iris-setosa
+40,5.524319049150829,3.0,4.388262252786598,1.4359186822629857,Iris-versicolor
+41,5.503097336857423,4.2,1.412415662958061,0.2053386221749152,Iris-setosa
+42,7.500825536311724,3.0,6.375106143067731,2.0914097394080233,Iris-virginica
+43,4.994211398636487,2.0000006645855133,3.585147584397239,0.8383984725813636,Iris-versicolor
+44,5.706405552673364,2.816872236496691,3.9112665245185028,1.1663163705950939,Iris-versicolor
+45,5.196086001906549,2.519686777306472,3.749811801285713,1.127996745349794,Iris-versicolor
+46,6.096092699487639,2.7819846635927132,4.670531029566134,1.5063106616915636,Iris-versicolor
+47,6.121780056537899,3.3028190664231385,4.800501403216441,1.8213070295846148,Iris-versicolor
+48,6.404323474794057,3.27251396890664,5.417814999480774,2.29271783661034,Iris-virginica
+49,4.933148223578278,3.0413942879003937,1.4936630630777814,0.5003085451933559,Iris-setosa
+50,5.789000712705048,2.678181144088038,4.026846298562297,1.279928490811772,Iris-versicolor
+51,5.488350319136167,3.9424752551235116,1.2605804225197335,0.42237435431431275,Iris-setosa
+52,4.879071236901644,3.432046116000174,1.6017884008659136,0.20760035759015907,Iris-setosa
+53,5.758387279350087,2.918904825597185,4.525607669887051,1.41544042385696,Iris-versicolor
+54,5.084841018530457,3.029547357252624,1.7789642292783279,0.1894618107081796,Iris-setosa
+55,6.52680900926842,3.0,5.706113657161387,2.245102368284538,Iris-virginica
+56,5.627629871605026,4.199997617772645,1.407233510661412,0.19469133886288037,Iris-setosa
+57,5.662357709993159,2.784439120586509,4.267008103644168,1.1457967954182213,Iris-versicolor
+58,5.507687215471131,2.9363223026278877,3.8690589811997187,1.3098726278498767,Iris-versicolor
+59,6.658699688209604,3.3386198611182802,5.767961239696489,2.3482607482980167,Iris-virginica
+60,7.17642500225022,3.0,6.270375900303548,2.1821038272497475,Iris-virginica
+61,5.809511838381383,3.0819683532891284,4.6210590741606,1.6435362418974668,Iris-versicolor
+62,6.304550474281935,3.118546180429791,4.747724192792301,1.6136692384925346,Iris-versicolor
+63,6.76884064169676,3.0,4.921910095092144,1.5641385018936145,Iris-versicolor
+64,5.1344066549452805,3.466288942220695,1.5214410536032208,0.23695602400545857,Iris-setosa
+65,4.400000606019031,3.2187617957728323,1.3088941764885322,0.20143155950246017,Iris-setosa
+66,5.555251785517608,3.0,4.602715858587546,1.498434914818213,Iris-versicolor
+67,4.920324925845098,2.0,3.4956080344158447,1.1029299428395432,Iris-versicolor
+68,5.994647774852302,3.2235288888948497,4.797533998041036,1.7000316941174691,Iris-versicolor
+69,6.799756517647489,3.1667223808409757,5.505040913574816,2.317899048029893,Iris-virginica
+70,5.529568792045249,4.199996109389497,1.4045215752289806,0.19972736696963267,Iris-setosa
+71,6.2224953374402645,3.3487343053990255,4.482765864138421,1.591707900492313,Iris-versicolor
+72,6.02415565920527,2.6204463876172666,5.002971399538245,1.9224404827963388,Iris-virginica
+73,5.580159991883641,2.751535365170838,3.6964118241258856,1.259811664601501,Iris-versicolor
+74,6.785616076977634,3.069876315968224,5.459301569346319,2.088396267081009,Iris-virginica
+75,5.895610042306849,2.691697542421404,5.125793434055355,1.888654063428804,Iris-virginica
+76,5.11675247586698,2.530218508654366,3.798139488934836,1.1208796519217605,Iris-versicolor
+77,5.661281643722943,2.8504197089703647,3.772449016455171,1.239744105642009,Iris-versicolor
+78,4.855078840563025,3.166279746302357,1.4822062732066725,0.21318164671418763,Iris-setosa
+79,6.087908645571228,2.653051926561563,5.048260022247108,1.8740526844114498,Iris-virginica
+80,4.935292177126117,2.0,3.4339446328683785,0.9771670426720138,Iris-versicolor
+81,6.75478788330398,2.9561494920351494,4.972761860079281,1.651846948343324,Iris-versicolor
+82,4.573599289013047,3.5771107391619554,1.0,0.20828370189404266,Iris-setosa
+83,4.930571983191106,2.0,2.967854565717961,1.0392341662507345,Iris-versicolor
+84,4.788367356240763,3.289667083616966,1.3602021360205483,0.2011552096983113,Iris-setosa
+85,6.346202686047519,3.018444428038706,5.3953429620776125,2.0714824956741014,Iris-virginica
+86,5.423143249248048,3.0,4.356004557857791,1.3617347866297604,Iris-versicolor
+87,5.52167371331178,2.7955720662837495,4.1398216638095064,1.27284771716287,Iris-versicolor
+88,6.5209282956895365,2.4156347289504017,4.538445738382977,1.3552951564405589,Iris-versicolor
+89,6.720977781161729,3.2010816855491457,5.546578748074253,2.1362090374649,Iris-virginica
+90,5.5544066268198895,2.780318937891326,3.705452557000793,1.1472261653193652,Iris-versicolor
+91,4.876338770858092,2.387303510065249,3.501023716544509,1.028602638749899,Iris-versicolor
+92,5.122341107313013,3.169651041647559,1.4458069975700845,0.20557721005958166,Iris-setosa
+93,5.618891034376658,2.748229186351308,4.564338473865423,1.2562304177330492,Iris-versicolor
+94,6.465450093951507,2.634730955275084,4.495744164427272,1.2555375544561977,Iris-versicolor
+95,6.5795070056690825,2.9898348275599234,4.716621293581993,1.5195075874362103,Iris-versicolor
+96,6.448661544647159,3.042286509879134,4.809737387427653,1.687485206452176,Iris-versicolor
+97,6.263971588975459,2.5231241653720415,5.02274508808636,1.8821645259989628,Iris-virginica
+98,4.568121044645686,3.607706361705956,1.0,0.17610109694271014,Iris-setosa
+99,5.5596388453637005,2.4590509724950627,4.101576440064852,1.0745318564478321,Iris-versicolor
+100,5.74298835571187,2.9599437135977187,4.397418302037105,1.3562510029471906,Iris-versicolor
+101,5.705757474605046,2.502384017439684,4.173756178882302,1.0641434343284297,Iris-versicolor
+102,5.5225119880958795,3.0,4.5071399661711755,1.5228372687239449,Iris-versicolor
+103,6.747630302414508,3.0,4.6714896830509804,1.4739948938057008,Iris-versicolor
+104,5.853840499550747,2.899247240201074,4.269881156772392,1.153586852394033,Iris-versicolor
+105,7.644952337369829,2.5970927431446658,6.9,2.3537876045463646,Iris-virginica
+106,4.400000699825175,3.2364340334266952,1.3069892463875277,0.19556408182069518,Iris-setosa
+107,5.0225074045361096,3.7065517740245353,1.4539275938846923,0.26855181998257927,Iris-setosa
+108,5.881736509620437,2.503855055318766,3.896061749023075,1.1541403526552727,Iris-versicolor
+109,5.37608028849061,3.4183395036329745,1.5532153733177612,0.28765862023908206,Iris-setosa
+110,5.594453096052887,3.757025484170814,1.5382737475570913,0.30976894506294056,Iris-setosa
+111,6.786603991021444,3.4247459165896794,5.969125923291858,2.5,Iris-virginica
+112,6.00662327112495,3.0,4.578574376172946,1.4960155819030128,Iris-versicolor
+113,4.78799033930389,3.348205372073902,1.9880632236826954,0.20884571770074747,Iris-setosa
+114,4.696779882828497,2.934175589884897,1.3631452502251353,0.2858055835931439,Iris-setosa
+115,4.4,3.1133658597985305,1.3254366677501908,0.20050861585838473,Iris-setosa
+116,5.07165914303829,3.182831515414761,1.4147347232356329,0.20499533653135998,Iris-setosa
+117,6.637754940652894,2.50888596227249,5.473240935083718,1.7833506533845138,Iris-virginica
+118,7.731074215320691,2.5619415895617057,6.9,2.3173760823683986,Iris-virginica
+119,5.277125985824098,3.492896021438691,1.4567302300928038,0.2017917723904607,Iris-setosa

iris/tab_ddpm/0_4/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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