a

iris/tab_ddpm/2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.716964483793366,2.6132116219130648,6.899998426615879,2.290301022905344,Iris-virginica
+1,5.968449652904192,2.2,5.018748537295253,1.44118277708698,Iris-virginica
+2,6.316373569603332,2.506292826156801,4.855759909670596,1.4968723469210876,Iris-versicolor
+3,6.553924062287081,3.0,5.81740928825718,2.2122556740424524,Iris-virginica
+4,5.4266106868095205,3.0,4.5401532593630884,1.5253355593715723,Iris-versicolor
+5,6.617859505830809,3.3192831739682287,5.5980734239968415,2.5,Iris-virginica
+6,5.133393175463947,3.788960579831231,1.4948136070209286,0.20486650577011561,Iris-setosa
+7,5.716759449922961,2.6050073685532835,4.268874177315091,1.1775167148867487,Iris-versicolor
+8,6.955725403591247,2.7964145814766908,4.764507697032852,1.4002436634620035,Iris-versicolor
+9,4.830089814259616,3.0230075035787567,1.47228527613672,0.1,Iris-setosa
+10,5.334083846953028,3.0,4.504481668773519,1.5379933633502845,Iris-versicolor
+11,5.352744433195246,3.7468609047645787,1.4960296018129977,0.20028143824891187,Iris-setosa
+12,5.6056853073565565,2.595652353020497,4.383569394191543,1.2027672622009105,Iris-versicolor
+13,5.215567807104987,2.586505092795499,3.809257377047751,1.2352685564952002,Iris-versicolor
+14,5.536102959773342,2.3972326200399197,3.6903747866645107,1.0798865872075176,Iris-versicolor
+15,6.395768148072318,2.8974340740166222,4.350415519725414,1.3038837048514456,Iris-versicolor
+16,5.533098865051431,2.6520948368200994,4.362836172163902,1.2587721785636385,Iris-versicolor
+17,5.494848206186286,4.2,1.390503990718967,0.20048767598170797,Iris-setosa
+18,5.806714189306023,2.6023715094027264,5.0697340207908255,1.9068051176988683,Iris-virginica
+19,6.7995089844292425,3.0,5.471058717764353,2.0976318000196335,Iris-virginica
+20,5.1062506334595135,3.4765096288446684,1.4016107945801441,0.30859890644611265,Iris-setosa
+21,5.798021397638876,2.6235974471438537,5.072453447114048,1.9208247470397866,Iris-virginica
+22,4.982210259238829,3.4256149247587,1.490242642849786,0.3786857945093973,Iris-setosa
+23,5.450895370883736,2.41747856737414,3.827363540085767,1.1151563546601293,Iris-versicolor
+24,5.041994074909128,3.3047068630871785,1.4139586576539291,0.20015315352239382,Iris-setosa
+25,5.875351178609863,3.2095568707153164,4.8141328145233535,1.8006521892465182,Iris-versicolor
+26,5.851613868490874,3.2006938970190157,4.770413129636383,1.7871748119569275,Iris-versicolor
+27,6.947329337759685,3.0970774779470935,5.104101412049049,2.2990042721766857,Iris-virginica
+28,6.557835917485293,3.303905876500466,5.608210649835612,2.5,Iris-virginica
+29,5.41612655999601,3.40076622140942,1.5175348989305937,0.44181935311244525,Iris-setosa
+30,7.708094641808314,2.618074708403457,6.9,2.312818371703609,Iris-virginica
+31,5.674982930565514,2.6857102763092913,4.409418266888376,1.2680242463922904,Iris-versicolor
+32,4.784622248654849,3.0,1.3928180501743206,0.34522723645081677,Iris-setosa
+33,5.435861543818496,3.421620372158935,1.576054188137844,0.2996459548337721,Iris-setosa
+34,6.251664135032642,2.200000270395996,4.684089061522945,1.4398338994087334,Iris-versicolor
+35,6.515173305486077,3.0,5.480604410153851,1.8008601423007933,Iris-virginica
+36,6.825411163958574,2.7823963365539006,4.732416333881084,1.3812597990084838,Iris-versicolor
+37,6.2541788904940585,2.2,4.64997508858291,1.512279923335387,Iris-versicolor
+38,6.678705405567208,3.2956206910974384,5.624205838731122,2.0847286751946754,Iris-virginica
+39,5.8469296368759895,3.2205954452086956,4.7647605065147,1.8063635558697726,Iris-versicolor
+40,4.612046883284238,3.416630660324255,1.404670608998056,0.33375601481964867,Iris-setosa
+41,5.49700478586138,3.5652524064492996,1.5058229228727673,0.3710957166639241,Iris-setosa
+42,6.895846377396062,3.0953133804026915,5.100810345274991,2.302110503516937,Iris-virginica
+43,6.297579301798865,3.310502644626504,4.676858857246517,1.6034171026082362,Iris-versicolor
+44,5.946463601515273,3.1878441940902342,4.810411453844023,1.7716754300562543,Iris-versicolor
+45,5.633264481459877,2.732604506087763,4.459149357282516,1.27291543124016,Iris-versicolor
+46,6.28940547453218,2.6720296224784432,4.918288242166517,1.7959503155190435,Iris-virginica
+47,4.7693754619647075,3.0,1.3926664178210053,0.29992737707092637,Iris-setosa
+48,6.014862101066304,3.0,4.823986821591054,1.80508033019698,Iris-virginica
+49,6.69785218303143,3.3043847382226215,5.684896341940044,2.09888118903484,Iris-virginica
+50,7.701792970140879,2.533911482725343,6.9,2.307380731600223,Iris-virginica
+51,5.410790483559689,4.19999847482333,1.3753463819235483,0.20943815178806874,Iris-setosa
+52,4.606026748132234,3.396605947325972,1.4036787294925668,0.2922169298604423,Iris-setosa
+53,6.299123288576135,3.386900837341124,5.58536203964614,2.3941666738908345,Iris-virginica
+54,6.884824268146231,3.1505030785133346,5.877933591710518,2.226681169514742,Iris-virginica
+55,5.406536050772951,3.0,4.524281171077357,1.4657464492155627,Iris-versicolor
+56,6.17673028987817,2.2,4.563469143976432,1.4997782523005476,Iris-versicolor
+57,6.906347490487375,3.203801396815196,5.798960642690757,2.2887426558881443,Iris-virginica
+58,5.127824847253423,3.735680653990972,1.4940125756270404,0.4631152720743358,Iris-setosa
+59,5.448478254389489,2.9985246170008044,4.5221048310787415,1.4840984373524484,Iris-versicolor
+60,5.046001303769575,2.45606376553894,3.0383898661369697,1.1018012623952205,Iris-versicolor
+61,5.186372065559445,3.526615260895761,1.5706817253603045,0.20184259519680367,Iris-setosa
+62,5.316216676200038,3.389408840113304,1.498954444493004,0.39066394554802136,Iris-setosa
+63,6.308642647025412,3.3989302113409416,5.58154239736278,2.4034328826217974,Iris-virginica
+64,5.640747045570077,2.6805921689510717,4.27118685974618,1.2797603371280362,Iris-versicolor
+65,4.589810337640073,3.2031744513474707,1.3912503654926347,0.19581886661952075,Iris-setosa
+66,5.511782498135379,2.406890005843997,3.8903879752523958,1.1001220302119503,Iris-versicolor
+67,6.645561027151701,3.3139322325696576,5.66778783238925,2.5,Iris-virginica
+68,4.805958787116347,3.0,1.4024460386402087,0.3077169133790001,Iris-setosa
+69,5.731346791291791,2.4669688022463916,5.010242975715558,1.972422588483383,Iris-virginica
+70,6.321644099986768,3.3804648940833255,5.63053169296121,2.382280344989737,Iris-virginica
+71,6.467346343830993,3.352297812373195,5.646973206946212,2.26839057813158,Iris-virginica
+72,5.815005970809808,3.2194375234827612,4.805993995893265,1.820939576709129,Iris-versicolor
+73,6.148363313065273,2.5829330929632768,5.534953530961264,1.3826120616850002,Iris-virginica
+74,4.985927376281063,3.181395887282352,1.2000002361203064,0.19960232059617491,Iris-setosa
+75,4.978594380509106,3.196984745633285,1.2,0.20060673379155955,Iris-setosa
+76,5.2926242859676105,3.7466499541255534,1.4948184366139716,0.1984284432008794,Iris-setosa
+77,4.485040785027454,2.2960894953412425,1.303605858416052,0.29644812982066593,Iris-setosa
+78,5.5188341627787825,2.4214598471930615,3.9006782728282423,1.074117998214109,Iris-versicolor
+79,4.90132963517639,3.112017003222375,1.495716145808104,0.10000009624194806,Iris-setosa
+80,4.794786459224187,3.0,1.405913984913232,0.3048315932608873,Iris-setosa
+81,5.8656798382093225,3.232619348026119,4.819938245933946,1.8142815428664483,Iris-versicolor
+82,6.298677145639703,2.2931736147031088,4.431292799038759,1.3033429218800032,Iris-versicolor
+83,5.049881693126465,3.3637207053738214,1.456423959789019,0.221560462224921,Iris-setosa
+84,5.902412273561715,3.2026967109623135,4.798615316112255,1.796168199434261,Iris-versicolor
+85,5.4052833439496935,3.0,4.507446637834007,1.470176901817267,Iris-versicolor
+86,5.076425108793069,2.470968870593,3.032440517337567,1.0899253503528268,Iris-versicolor
+87,6.274451962525857,2.5331252783776823,4.966053977347972,1.5318576053414028,Iris-versicolor
+88,6.710663156954053,3.0,4.962295110283334,1.6283574211126581,Iris-versicolor
+89,5.379598666517374,3.767065494496411,1.4980276898753855,0.20519270717721258,Iris-setosa
+90,5.879659923778058,3.2073345707339334,4.789483402249218,1.7860640076969336,Iris-versicolor
+91,5.913057494944021,3.0,5.073817649115433,1.803661093061333,Iris-virginica
+92,6.835618696102591,3.0,5.551634384339041,2.1173284365678504,Iris-virginica
+93,5.284178286233706,3.4070423475150786,1.5738323961983536,0.22110998912039226,Iris-setosa
+94,7.698840494546379,2.5978782829623395,6.9,2.2911324196938536,Iris-virginica
+95,4.400000649266339,2.9102445890053397,1.4006847579582613,0.19867795368331126,Iris-setosa
+96,4.88869657793763,3.0913185588434797,1.4981455231587333,0.1,Iris-setosa
+97,4.851367212862808,3.044289369875858,1.4557154113733046,0.1,Iris-setosa
+98,6.032484559341376,3.0,4.845612895159428,1.8023762245298791,Iris-virginica
+99,6.005124771336162,2.6933297523220157,5.061764958669327,1.5604794399148676,Iris-versicolor
+100,5.195617812379843,3.838012825639679,1.4983975309163993,0.4377369031571853,Iris-setosa
+101,6.0025044172545945,2.2,5.017198790343087,1.4612548307251916,Iris-virginica
+102,6.514676412242117,3.2081542180753697,5.118676414750025,2.033092177622439,Iris-virginica
+103,4.928165016468314,2.4238244071864132,3.3258894372520733,1.076699331412108,Iris-versicolor
+104,6.061910806052195,3.0,4.527315761147101,1.3962916653439477,Iris-versicolor
+105,6.017662317677019,2.2,5.021033948553117,1.5044123670324376,Iris-virginica
+106,5.884483870920672,3.215070172840586,4.796114947309048,1.7989629512137717,Iris-versicolor
+107,6.972695599860559,3.1523460254083444,5.7327864263966575,2.256870278477643,Iris-virginica
+108,6.398279241661064,3.0,5.540953892642199,1.797241066417528,Iris-virginica
+109,4.4000006689804065,2.888194005695431,1.409245557939197,0.1995222695820053,Iris-setosa
+110,6.272318545405119,2.6668339046046223,4.879713675122246,1.7947307819305056,Iris-virginica
+111,6.09624797225641,2.8101287165430926,4.719367528062954,1.1957867595553915,Iris-versicolor
+112,6.14796770341379,3.2880990043244203,4.781417728907728,1.7374001248161546,Iris-versicolor
+113,4.907869772681227,3.1113175523617755,1.5422485705609665,0.1,Iris-setosa
+114,6.795241100968093,3.1900972091645374,5.867548365559742,2.2907847340031573,Iris-virginica
+115,5.3899938691562,3.389115928663103,1.7399821833703206,0.19878466321113192,Iris-setosa
+116,5.255474193934608,2.7577109356138125,4.164362861899434,1.442281054052574,Iris-versicolor
+117,6.2972301837790745,2.5158843195936225,4.9175285536043205,1.528674781421993,Iris-versicolor
+118,6.4923421603782,3.0,5.809550530677889,2.1872450078256067,Iris-virginica
+119,5.089214754574085,3.5432184401267226,1.3823946482126082,0.3119767439066577,Iris-setosa

iris/tab_ddpm/2/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/0/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.992423887195188,3.2804013161700216,1.4042466869651429,0.20191689318071032,Iris-setosa
+1,4.82098159182551,3.0,1.4070842172342726,0.29792085057894935,Iris-setosa
+2,5.686442539811719,3.852617475350107,1.7359762411006336,0.40705608210285305,Iris-setosa
+3,5.447514918965325,4.1999986724250284,1.374358431342121,0.20313833874132742,Iris-setosa
+4,5.708995115698735,2.864678848889034,4.335949315563819,1.319311060781159,Iris-versicolor
+5,5.1035832490691755,3.3027888208250684,1.516705338073186,0.5219371904516436,Iris-setosa
+6,5.479073822253307,2.636931439773773,4.334235358104973,1.3256764784238497,Iris-versicolor
+7,6.655457802466264,3.3047869207599736,5.692324889677247,2.5,Iris-virginica
+8,6.129459354609469,3.2677072158365967,4.752524325993462,1.7571396227985239,Iris-versicolor
+9,4.849025425102649,2.4039008501588786,3.3295401451550584,0.8879007119774447,Iris-versicolor
+10,6.657839026322688,3.0,4.9795261081996856,1.6482917836403024,Iris-versicolor
+11,5.342851148430747,2.9611407043735145,4.389866918494969,1.4382567266990571,Iris-versicolor
+12,6.412613014132444,2.954384098130224,5.514073203073649,1.805189878412522,Iris-virginica
+13,6.684558607423711,3.0,4.9848634980786155,1.7402682769144175,Iris-versicolor
+14,4.60757953317372,3.1892803764143216,1.394792782948101,0.1998194491970875,Iris-setosa
+15,4.400000482319379,2.8791713842779485,1.401075546378128,0.1831344450299514,Iris-setosa
+16,6.229343197953532,2.2000003146771725,4.486733140852031,1.5067676414915008,Iris-versicolor
+17,4.923465181697598,3.0,1.4041968450586255,0.20261286401739273,Iris-setosa
+18,6.03419824968549,2.709327369538099,5.096218229018898,1.6046510936090754,Iris-versicolor
+19,5.976001033530742,3.0,4.894320065312814,1.8086656952642468,Iris-virginica
+20,6.802444399507346,3.206817776758727,5.822008034653109,2.287019709193564,Iris-virginica
+21,6.6940783738016405,3.2942876309003726,5.655075057728064,2.5,Iris-virginica
+22,6.300813583903988,3.392327710591107,5.59090835170417,2.411271790975352,Iris-virginica
+23,6.699011958836794,3.295058923416435,5.6990339108724495,2.499999626326582,Iris-virginica
+24,6.801480268157445,3.1635552740779342,5.80603222970741,2.2811944140246485,Iris-virginica
+25,5.116485369525114,3.3019825040775252,1.7804192741759433,0.47607427640758804,Iris-setosa
+26,5.2617107410760475,3.6750114849854216,1.4995472847262998,0.2081679903569742,Iris-setosa
+27,7.024052069042096,3.1476586167941467,5.834817373757096,2.260179530046351,Iris-virginica
+28,7.899998864872943,3.8416866134628975,6.443018215669509,2.0109861969409755,Iris-virginica
+29,5.853871160901256,3.202129852898308,4.814262826053929,1.8271086157833776,Iris-versicolor
+30,6.087407467769394,2.796327721979564,4.664513931959984,1.174457719376455,Iris-versicolor
+31,5.610217894155774,2.697680191442459,4.26204808737341,1.2732875768107104,Iris-versicolor
+32,6.72579996680193,2.499127073996879,5.665551974662468,1.798319650633201,Iris-virginica
+33,7.12372501160622,3.0,5.929696469589761,2.076202018772027,Iris-virginica
+34,6.717924726418841,3.3014895715752974,5.778949844336454,2.1105834871869398,Iris-virginica
+35,5.520417007177479,3.8773440970999,1.7132778241147377,0.3652058313877783,Iris-setosa
+36,6.004396590893465,3.0,4.767487475062873,1.7957811663348175,Iris-virginica
+37,5.687756167220991,3.850676325107084,1.4980445705667524,0.4856410795316978,Iris-setosa
+38,5.593636705261054,3.0,4.211593116065159,1.3141400150612559,Iris-versicolor
+39,4.983215114956392,3.204044281688369,1.2,0.19730662277224498,Iris-setosa
+40,4.608794467064008,3.3990252288833607,1.3952992000797941,0.28966895294085065,Iris-setosa
+41,4.857446618595275,3.070650590797256,1.4863257709408697,0.10000012473078496,Iris-setosa
+42,5.987304011534689,2.7101212554650305,5.077374171231149,1.5720687011461814,Iris-versicolor
+43,6.7856989593386094,2.770435422898883,4.74631107294892,1.378864097306165,Iris-versicolor
+44,5.671176129254623,2.7434902353954396,4.291830040546633,1.2667065653313612,Iris-versicolor
+45,5.711880363364202,3.820445308428326,1.7553798081625342,0.3475694571796031,Iris-setosa
+46,6.319723780423722,3.398418305777711,5.605871662774752,2.4039215382745183,Iris-virginica
+47,6.316426450774437,2.2912828872053588,4.369445743229087,1.302127775511357,Iris-versicolor
+48,5.874040561297283,3.226381160057537,4.796210108889758,1.7857590319905794,Iris-versicolor
+49,5.156082721623846,3.4239585277497606,1.4948574101529706,0.19938930458206716,Iris-setosa
+50,6.282704169819133,3.39217564926057,5.621995094387387,2.401954125592927,Iris-virginica
+51,4.899145679586652,3.0,1.3995553644436962,0.1981770935768235,Iris-setosa
+52,5.566679515418645,2.6568203038459712,4.2673588026860685,1.2674788739133371,Iris-versicolor
+53,6.102972574832097,2.597721990743405,5.537868641150597,1.4304267966997721,Iris-virginica
+54,5.898858029001588,2.817043205865766,5.00579014733214,1.8650806328766605,Iris-virginica
+55,5.13484719551402,3.736869731425497,1.4974093519436922,0.3925577037142144,Iris-setosa
+56,6.5054076652982245,3.0,5.40279091260383,1.8930621222770447,Iris-virginica
+57,5.969629270512205,2.9493886335380055,4.501456637596927,1.3664584201407686,Iris-versicolor
+58,6.3127515592338765,2.9123487375016675,5.545355663283733,1.8119462690484573,Iris-virginica
+59,4.9074654016372925,3.0,1.4019061024452972,0.20111149826122973,Iris-setosa
+60,6.000862050161787,2.9040098041309506,4.506306139942826,1.3678045754434314,Iris-versicolor
+61,6.912425256400726,3.094919563997019,5.091175508569897,2.310930720657948,Iris-virginica
+62,5.477538283659087,4.199998812325302,1.3983956848856214,0.19937175910823612,Iris-setosa
+63,4.605360084010337,3.3982994338046315,1.4118288733600908,0.32479408944476174,Iris-setosa
+64,4.615585377319875,3.2143685182416717,1.4062834243868403,0.1979331210632757,Iris-setosa
+65,5.40248965045936,3.0,4.539754841772603,1.5175860082572876,Iris-versicolor
+66,5.367937762644852,2.404144730105863,3.738472582147563,1.0909329101088125,Iris-versicolor
+67,4.8617916373094285,2.3787760078981206,3.3146284482200143,0.9432665227634949,Iris-versicolor
+68,5.148776095192121,2.4771699978189,3.141602372507662,1.0677298920927314,Iris-versicolor
+69,4.8927920819270385,3.0,1.4004101905627118,0.19897101750452528,Iris-setosa
+70,5.421724199778384,3.3990880570622672,1.8614931795455654,0.20630923232491033,Iris-setosa
+71,5.560531093077168,2.4800322140147526,3.950785015316199,1.1235381357002938,Iris-versicolor
+72,5.139021601454419,3.308589495708361,1.6761903994672571,0.530878016394776,Iris-setosa
+73,5.442659677634523,3.0,4.521669422391366,1.5212999932221065,Iris-versicolor
+74,5.559923128142186,2.4317928900401715,3.823087387818155,1.0738387255151565,Iris-versicolor
+75,5.566218163685752,3.0,4.325072588256367,1.4103414638716765,Iris-versicolor
+76,4.921268165916793,2.408270614414083,3.2837712902713023,1.0062953850599194,Iris-versicolor
+77,4.4,2.8786575212798065,1.4178373695018323,0.19842345627114755,Iris-setosa
+78,5.694367601815719,2.529871763593291,5.01163546837572,1.9463285428163701,Iris-virginica
+79,6.293797595630971,2.6795881433437168,4.911310854591018,1.8027675887544132,Iris-virginica
+80,5.1045666052668155,3.584527562129849,1.4376460457137616,0.4156754408137622,Iris-setosa
+81,5.111690081613642,3.3969533388935305,1.494821586238401,0.21476652258841186,Iris-setosa
+82,6.076505060221054,2.5861403459554873,5.53668989204063,1.3749840194040104,Iris-virginica
+83,6.263462421987463,3.2824191451912172,4.6918870412898785,1.5653280200010193,Iris-versicolor
+84,6.634294867555102,3.295779559822443,5.671313250857611,2.5,Iris-virginica
+85,6.7877300087539485,3.0,5.440442520477028,2.084821472405594,Iris-virginica
+86,6.319499840100108,3.4010370144434714,5.576907649699636,2.3959629277305243,Iris-virginica
+87,6.700995124928888,2.478063460498949,5.828146615256104,1.7962156379710024,Iris-virginica
+88,6.39870927541905,3.0,5.514733840650497,1.8002256970535118,Iris-virginica
+89,4.4,2.9023007960435754,1.397341223979481,0.19531035170035,Iris-setosa
+90,6.102642162192223,2.5744396905523814,5.563526827846381,1.4065722399817202,Iris-virginica
+91,5.869436209099173,3.216706457144673,4.787041066101422,1.8103471342779733,Iris-versicolor
+92,6.286805447924224,2.5208591679032146,4.924300813659533,1.5141389933817424,Iris-versicolor
+93,6.421889849486708,2.8908740567365414,4.289829945583277,1.3024232196729277,Iris-versicolor
+94,6.661190411734569,2.511377264345339,5.6620909523576675,1.805905170895054,Iris-virginica
+95,5.8552169958436675,3.2033260201709677,4.798451662228658,1.7991689119313747,Iris-versicolor
+96,5.1251080630588275,3.4839869621026316,1.3970852094049488,0.29237578858242286,Iris-setosa
+97,5.7729994783202025,2.670225016021933,5.088641073774876,2.0067766223808605,Iris-virginica
+98,5.992856845475996,3.0,4.873144947254716,1.7998239417168107,Iris-virginica
+99,6.697413894848823,2.4736900939903865,5.7350560604959036,1.7967189424942658,Iris-virginica
+100,7.738357066941989,2.5870377598966026,6.9,2.3076421882165956,Iris-virginica
+101,5.845003406928846,3.2107779071662415,4.841558911660992,1.799775203915507,Iris-versicolor
+102,5.850563757723007,3.2055720080067025,4.794736616793901,1.7973475189719508,Iris-versicolor
+103,5.988227985723982,3.0,4.8049946959904695,1.7995249538933924,Iris-virginica
+104,6.848311700113246,3.0,5.5032226748066355,2.1056504588904374,Iris-virginica
+105,5.415996027527499,3.0,4.477242383975065,1.4839708682379913,Iris-versicolor
+106,5.664121481689769,2.8123561679721742,4.417259876730693,1.2747042384289806,Iris-versicolor
+107,5.647530020076898,2.8496648172568513,4.259115865873909,1.3270804264090927,Iris-versicolor
+108,6.531794087920948,3.0,5.469387074659888,1.815111964348939,Iris-virginica
+109,5.540246024334673,2.495047138940367,4.08885879502759,1.1050381104358327,Iris-versicolor
+110,5.688201327159678,2.490112289902522,5.015125279916169,1.9526984860006784,Iris-virginica
+111,6.323410230985266,3.393808452128172,5.6088883522102,2.399077061036121,Iris-virginica
+112,5.97206422794849,2.2,5.007916350366528,1.472833838483186,Iris-virginica
+113,4.743544450931764,3.0,1.376382326817717,0.1,Iris-setosa
+114,4.601192949488006,3.395365757861801,1.3945726253307174,0.30689554572376365,Iris-setosa
+115,4.880389195317022,3.106653528152471,1.5574499656638547,0.1,Iris-setosa
+116,6.499929432766711,3.1847282794968947,5.1133206174410315,1.9820099187602627,Iris-virginica
+117,6.786223766535654,2.792831204721584,4.718506753881703,1.3470854607674363,Iris-versicolor
+118,5.503291180702116,4.199998991782777,1.3547327588432745,0.21065862438507957,Iris-setosa
+119,5.8722679550514565,3.2001583805651084,4.802725711502997,1.79160217884306,Iris-versicolor

iris/tab_ddpm/2/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/1/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.77083168108829,2.552727765602306,5.029393689837049,1.976554439090958,Iris-virginica
+1,6.038719362069803,2.7094657914063967,5.1319985385355125,1.6166049520044121,Iris-versicolor
+2,6.007173550842433,3.0,4.842629357806885,1.807009836823206,Iris-virginica
+3,5.865300756955199,3.2184112546744448,4.768912398228273,1.8014958927422888,Iris-versicolor
+4,6.660118095214584,3.308084821112368,5.714002074509496,2.5,Iris-virginica
+5,5.676474377830973,3.0,4.14600484038928,1.3396574142182078,Iris-versicolor
+6,4.873520217296768,2.410863895901491,3.2361063080076824,0.8331357093480101,Iris-versicolor
+7,6.39938950976315,2.9006143761707026,4.323545506971117,1.2887201865642244,Iris-versicolor
+8,6.780091678170029,2.817335803739397,4.7037340709472675,1.3870372248895206,Iris-versicolor
+9,6.659768679863592,3.06480659553821,5.139227781353161,2.111939396891352,Iris-virginica
+10,6.237634030598962,2.2,4.604062403394145,1.498330660923913,Iris-versicolor
+11,5.896923023173994,3.207893622185326,4.783121988265796,1.833432389066156,Iris-versicolor
+12,5.049369684290053,3.3769797709857627,1.480149083655238,0.42481837406891376,Iris-setosa
+13,6.730839155346339,2.5064914931051385,5.837604408253734,1.8025266218136042,Iris-virginica
+14,5.069087602128025,3.6777693806382534,1.4805548084871991,0.4104945391763738,Iris-setosa
+15,5.497098835663407,2.394681580640057,3.815006391862142,1.1141705608789276,Iris-versicolor
+16,5.116010015194484,3.777121779942064,1.6079742277386144,0.20324159374231102,Iris-setosa
+17,5.985574546593341,2.2,5.02793526017087,1.4872762666456278,Iris-virginica
+18,5.41886599796468,3.0,4.45264009031138,1.4904353147001441,Iris-versicolor
+19,6.1629171168569545,3.2965582017023185,4.720938035816652,1.6783561735096773,Iris-versicolor
+20,5.106036936162026,3.601573289954196,1.4940172440139683,0.4383550005874405,Iris-setosa
+21,4.87588369710414,3.0,1.4062473033181269,0.2360952172632939,Iris-setosa
+22,6.063295319205295,3.0,4.554037965921526,1.4090135830203918,Iris-versicolor
+23,5.8612101468883395,3.208131485988036,4.841258232436828,1.8020042801518723,Iris-versicolor
+24,6.878232395465381,3.1361810089469078,5.105139507687123,2.2938817379953944,Iris-virginica
+25,6.331878561282196,3.3648545075895755,5.516921949168897,2.384534890786977,Iris-virginica
+26,4.797037385017738,3.0,1.3793699827657118,0.10000016288457601,Iris-setosa
+27,7.9,3.762759296283627,6.329657046438223,1.967071308826376,Iris-virginica
+28,5.577011078865474,3.7579785002122614,1.553741913950309,0.4535870669166094,Iris-setosa
+29,7.710744560349043,2.570855918327847,6.899998669359216,2.3072080607099776,Iris-virginica
+30,4.483941953856894,2.3010208952095743,1.3046262324783844,0.2912210184481253,Iris-setosa
+31,6.703899940811589,3.0,4.9921363208287985,1.6999493686751495,Iris-versicolor
+32,6.302607005405858,2.690924409119091,4.872625360203398,1.78723325286952,Iris-virginica
+33,6.922362049262947,3.171587130387749,5.768291794537768,2.2948615350058335,Iris-virginica
+34,5.157401671778631,3.7936082676200185,1.4991617261745784,0.2071334853353827,Iris-setosa
+35,6.302939729754303,3.402963076289389,5.622498660524036,2.4105875455000203,Iris-virginica
+36,5.852864542226236,3.226663934282461,4.8243237057401425,1.8148577472049254,Iris-versicolor
+37,5.457106707864366,3.487010031902019,1.6880758002476495,0.4050186246202305,Iris-setosa
+38,5.552855876661853,3.5818058874459204,1.5550041114861397,0.42110623418428217,Iris-setosa
+39,6.30805487950746,2.476095681124083,4.823622249022089,1.465402080488904,Iris-versicolor
+40,5.99191670491012,2.7682920785606235,4.615852097265344,1.1900903210840792,Iris-versicolor
+41,6.6687024597317235,3.2941773966241326,5.688313590586438,2.0958877446092696,Iris-virginica
+42,6.71769062070645,2.958470914019583,4.909801084662049,1.6066326996813667,Iris-versicolor
+43,5.777294279546622,2.6600115123549406,5.080200520871675,1.9274654386096879,Iris-virginica
+44,5.12148148090218,3.519990672330509,1.4097779538149127,0.2919079623959579,Iris-setosa
+45,6.201042752730005,2.2000004248781684,4.518876468075603,1.4996863799414177,Iris-versicolor
+46,5.373005700824301,3.882566804520881,1.6746037586687474,0.4470282779447698,Iris-setosa
+47,5.003950427664088,3.221604657299726,1.2000001875983934,0.20422391404493698,Iris-setosa
+48,5.851437213243422,2.7155968951675864,4.526659943574521,1.1905774648895344,Iris-versicolor
+49,6.0027707167771815,3.0,4.7875233641644686,1.802231768408557,Iris-virginica
+50,5.705022145863665,2.473042114769445,5.01279939176042,1.9751413266831057,Iris-virginica
+51,6.358279681040244,2.406368690103314,4.716282837151079,1.4803921969763898,Iris-versicolor
+52,5.394383638156227,3.0,4.453391999522072,1.4671325757278384,Iris-versicolor
+53,6.320884633141597,2.487813558595443,4.87346259749124,1.4913783450005162,Iris-versicolor
+54,6.313229173613131,2.9042221098757337,5.615047019560833,1.803855301362461,Iris-virginica
+55,5.708452818349372,2.498623268872096,5.0037401753253965,2.001968796643752,Iris-virginica
+56,6.775860892308214,3.18506376387948,5.846401690553245,2.294137923150709,Iris-virginica
+57,5.853384615132867,3.217640991758578,4.806404483327304,1.7981450071506235,Iris-versicolor
+58,5.717066522675821,2.513499796147963,5.027044583724823,1.9840100063751653,Iris-virginica
+59,6.796676569204691,3.0,5.38241848706397,2.14077223527037,Iris-virginica
+60,6.290161823069178,2.3024784853895373,4.383890228122544,1.3029123852313733,Iris-versicolor
+61,6.735429376490377,2.468504958654494,5.816932874893812,1.7979733929331299,Iris-virginica
+62,6.586009194862031,3.3068012515674208,5.698765312632469,2.5,Iris-virginica
+63,6.297534098013771,2.697464599306011,4.853619287877497,1.7941931722450863,Iris-virginica
+64,5.868659994061252,3.2069994005135,4.8086775805498405,1.796478528003619,Iris-versicolor
+65,5.114302438429006,2.527397242460742,3.2161568932225517,1.1731538444059246,Iris-versicolor
+66,4.908332097549482,3.139875737945586,1.5272729497818625,0.1,Iris-setosa
+67,6.298943895144135,2.4998833357833634,4.913018404924939,1.5085839483763581,Iris-versicolor
+68,4.993978892127839,3.4001831006915912,1.627060828367516,0.4065766948142828,Iris-setosa
+69,6.857615903440682,3.0,5.49744562583651,2.1070431011038364,Iris-virginica
+70,6.6990399724412235,2.471801887270578,5.718346999584016,1.8098054204647571,Iris-virginica
+71,6.087082774406613,2.9558175619861697,4.54350227892326,1.3925088837173099,Iris-versicolor
+72,6.788519928245459,3.1768613568229527,5.979427852645903,2.291720572722058,Iris-virginica
+73,5.579796509436541,2.990886140168106,3.9709398275197483,1.3046908308685796,Iris-versicolor
+74,4.601035426582231,3.409807204413382,1.4048032468340055,0.2922869558819687,Iris-setosa
+75,4.807872536978188,3.0,1.4125538770206503,0.32521382670839544,Iris-setosa
+76,5.47415477307858,4.199998977076755,1.3757794407405084,0.20083520120426288,Iris-setosa
+77,4.69384329642391,3.1324827005050273,1.4115031240222715,0.19897532970551973,Iris-setosa
+78,6.39873898743075,2.9007045061720813,4.3289476483253795,1.2930645829780851,Iris-versicolor
+79,4.400000519905691,2.8913857392958304,1.3830874834782312,0.19747173065838275,Iris-setosa
+80,4.998702788137826,3.4106522616080968,1.5689345384827225,0.45155389649403804,Iris-setosa
+81,5.724878364733418,3.0,3.8350011541025095,1.3418288461968457,Iris-versicolor
+82,6.028337284727244,2.7126520352673142,5.096545476737277,1.607533405731222,Iris-versicolor
+83,5.4429633222502,4.2,1.376086824770577,0.2146257634063889,Iris-setosa
+84,4.87547937037912,3.0,1.395650399503231,0.24156771957334264,Iris-setosa
+85,5.085001721924142,3.508323568989462,1.3877595644876242,0.2889406383212829,Iris-setosa
+86,6.976013906057825,3.0863740626749743,5.089441500236771,2.317775974573859,Iris-virginica
+87,6.2983578497026524,3.4081480311586034,5.623244205949697,2.4107368647375367,Iris-virginica
+88,6.3041185146455625,2.6946696813583038,4.86887666030521,1.7897709247291755,Iris-virginica
+89,5.046928790585444,3.62524589383989,1.4828644248522875,0.45679925818704,Iris-setosa
+90,4.987618093831936,3.2293393706401883,1.2000002391042852,0.20531669022853943,Iris-setosa
+91,6.2878009001044015,2.3483753622827273,4.539775434920017,1.3449383129363088,Iris-versicolor
+92,6.002050297377475,2.7092336916024733,5.091572085795056,1.6473819938769778,Iris-versicolor
+93,5.264530908544212,2.7981558500017667,4.234998047775408,1.4575938512348405,Iris-versicolor
+94,6.505158834600351,3.0,5.713845506884019,2.12294753117326,Iris-virginica
+95,7.1240888859467715,3.0,5.920050869433823,2.1010006037322864,Iris-virginica
+96,5.16520797050645,3.4790016850103074,1.5671787194896785,0.20131619334571357,Iris-setosa
+97,7.899998984648573,3.8709255522455583,6.3966388768218145,2.033783741134238,Iris-virginica
+98,6.793144865349532,3.0,5.519581693235855,2.0917301511507254,Iris-virginica
+99,5.555316283704571,2.449011125380792,3.8154393092962797,1.099784667317007,Iris-versicolor
+100,4.607917206128321,3.3919795251098055,1.4001622343665012,0.2973357132117731,Iris-setosa
+101,6.649674671062989,3.3176058328231397,5.654718440553085,2.5,Iris-virginica
+102,6.2390446597745965,3.3040711602431605,4.673231665176935,1.63575179792906,Iris-versicolor
+103,6.662304668802468,3.0,4.922821149286711,1.7251786178124893,Iris-versicolor
+104,4.959759411627098,2.442232522964208,3.37494526971379,1.0838397970900808,Iris-versicolor
+105,5.9630234727360865,2.2,5.040064336290193,1.5363519992529313,Iris-virginica
+106,4.6301750092705785,3.1977658476116506,1.401580637515297,0.20112065715456123,Iris-setosa
+107,7.1544503359271125,3.0,5.887690082241174,2.1216478120803837,Iris-virginica
+108,5.392406037964102,4.2,1.3655810277371199,0.20413235511384628,Iris-setosa
+109,5.593896415883493,2.495777845217874,4.02594699136349,1.1075531368742821,Iris-versicolor
+110,6.738748578322753,3.1330237191244623,5.968056371734561,2.251224856878397,Iris-virginica
+111,5.088200286519398,3.5071524014518274,1.4061663587259428,0.29228794652352674,Iris-setosa
+112,5.522202534751462,3.5638003537333516,1.5193036581196586,0.3808714268871194,Iris-setosa
+113,4.911602834788541,3.0,1.4144384326502168,0.21869096494627957,Iris-setosa
+114,6.788543749949248,2.794438077173242,4.779790924222973,1.388896476016493,Iris-versicolor
+115,5.761053092137209,2.6314222988459717,5.07485834932465,1.9205825554381697,Iris-virginica
+116,5.389604460492193,3.395703252855195,1.7928724374603167,0.20069550537217762,Iris-setosa
+117,6.709078008786206,3.0,4.999055838347786,1.736439386648258,Iris-versicolor
+118,5.000849518547527,3.31195401089438,1.4101150253393722,0.19782982055023335,Iris-setosa
+119,4.851928908779117,3.0,1.4013509090111715,0.29919923419172095,Iris-setosa

iris/tab_ddpm/2/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/10/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.3092919806492125,3.616279779938312,1.5726502077726479,0.4519409353805349,Iris-setosa
+1,6.293742250667825,3.392550419307495,5.599711683801927,2.394801963369919,Iris-virginica
+2,6.657378907473826,3.306653452101545,5.7418000686107975,2.5,Iris-virginica
+3,6.624978112302704,3.320067622052794,5.67933646172081,2.5,Iris-virginica
+4,5.035406561241143,2.4426691247385564,3.0221734477551028,1.0979941468896246,Iris-versicolor
+5,4.883552626242938,3.1213667320737377,1.5280627469875407,0.10000011131548332,Iris-setosa
+6,4.863594404415085,3.0612736206517375,1.4976381481167065,0.10000009825426295,Iris-setosa
+7,4.794767661622373,3.0,1.3822145586645924,0.1,Iris-setosa
+8,5.783173199443506,2.663631997820232,5.088982284716111,1.8936221299086209,Iris-virginica
+9,5.397808045288278,3.0,4.521746977373466,1.5052423587281363,Iris-versicolor
+10,6.94717291083941,3.2010654952779545,5.767546779897918,2.2983526816504964,Iris-virginica
+11,5.751753823022388,2.531955209320943,5.016762882408282,1.9647301690300647,Iris-virginica
+12,6.488044309077986,3.0,5.75711737676479,2.1843341881407987,Iris-virginica
+13,5.030799755966597,2.4529340663624533,3.225134534674756,1.0671138676704615,Iris-versicolor
+14,5.4402093548026,3.7733622053295788,1.6208453247632302,0.4925787054491387,Iris-setosa
+15,5.308080672542896,3.8132219558229004,1.6571720645509036,0.21254179809873694,Iris-setosa
+16,7.899998407491724,3.8088220933319725,6.369926295051964,2.029188529047616,Iris-virginica
+17,4.870200991857798,3.10272331368968,1.4937330377752223,0.10000009322580213,Iris-setosa
+18,5.6807681945332416,2.4790048193313514,5.003071081321739,1.9986753097455123,Iris-virginica
+19,5.836745338067451,3.2118263099454807,4.797731057816334,1.808219230480411,Iris-versicolor
+20,5.850938183351511,2.993599682565599,4.207652427274102,1.4257275375582366,Iris-versicolor
+21,7.716615846319443,2.6000226956756953,6.899998678573889,2.3170246944970674,Iris-virginica
+22,6.638991383294527,3.3020418303310306,5.654326790104856,2.4999995054935265,Iris-virginica
+23,6.464331199136467,3.2108228640662917,5.117569992553493,2.021387756603622,Iris-virginica
+24,5.799533444009349,2.8082268128384675,5.108860709452625,2.403961104899533,Iris-virginica
+25,6.579267594311866,3.0,5.882299109956886,2.2378937809334705,Iris-virginica
+26,7.711249939155609,2.6059396180416794,6.9,2.332139016073941,Iris-virginica
+27,6.938736944642911,3.0,5.631039398582589,2.1068396498449893,Iris-virginica
+28,4.879705713076101,3.1197399930621876,1.492124310466694,0.1,Iris-setosa
+29,6.152351984028855,2.970247582654119,4.640743832790109,1.3402337834117775,Iris-versicolor
+30,6.180349962465741,2.2000003235037005,4.574525451094335,1.4853185277415557,Iris-versicolor
+31,7.71673761863483,2.561551444291097,6.9,2.3332734252378993,Iris-virginica
+32,5.404417719650913,3.936019456336889,1.4978776234950906,0.42396742573847607,Iris-setosa
+33,5.574767617852147,3.741110638122779,1.4989082356437855,0.2763255819098776,Iris-setosa
+34,5.276015681126821,3.3794270558677444,1.4996568317133776,0.4724422685197489,Iris-setosa
+35,6.279650387108172,2.700694924881524,4.900393310893256,1.8037930192261769,Iris-virginica
+36,6.03429080515788,2.575910790401993,5.5646910223580734,1.3929288432267262,Iris-virginica
+37,6.260397886539775,2.5641890374100527,4.984709408002081,1.535622442397848,Iris-versicolor
+38,4.585745283770752,3.4097805342760323,1.4066839240792108,0.37876635737833375,Iris-setosa
+39,5.360707709373662,4.199968999412926,1.4050438067209852,0.2060507330979811,Iris-setosa
+40,5.188740470941126,2.7141826491908514,4.006192582234966,1.4259866397784529,Iris-versicolor
+41,6.630564001061238,3.311189321144947,5.659295674297034,2.5,Iris-virginica
+42,5.604694017419767,2.689965046651264,4.409376682830906,1.25774795871612,Iris-versicolor
+43,5.1379953878514115,3.66298554916181,1.566702134329205,0.19674175585122655,Iris-setosa
+44,4.88112462598731,3.0878623349999077,1.494171602601833,0.1,Iris-setosa
+45,5.522914681848536,2.3700594356945994,3.8485384239573004,1.0276407900597972,Iris-versicolor
+46,5.357453627030595,3.8964639615047654,1.5164592774927863,0.4233274046737037,Iris-setosa
+47,4.885701778947902,3.111603058927902,1.496971794821781,0.1,Iris-setosa
+48,4.4,2.8969898446253435,1.4064175799763934,0.2013882401109796,Iris-setosa
+49,6.196994787442323,2.2,4.483408376319796,1.4812936371537724,Iris-versicolor
+50,5.8760976380304735,3.2084954897301614,4.813946396140247,1.8063778724355184,Iris-versicolor
+51,5.093820561288188,3.397242754765823,1.487862990376795,0.22263489455816934,Iris-setosa
+52,6.892293373452397,3.119756117547043,5.090729269212989,2.310855109140417,Iris-virginica
+53,6.061713467123782,2.7643258625682883,4.669763851407937,1.1946807297358453,Iris-versicolor
+54,6.621364655669066,3.30272768771411,5.714010508661531,2.5,Iris-virginica
+55,6.378572963376938,2.6658312885358675,5.224705823040631,1.8824830902798737,Iris-virginica
+56,5.933567078833987,3.2429563124002154,4.816856562004775,1.7988276709778495,Iris-versicolor
+57,4.4,2.8445113474164745,1.40647747512649,0.1778893802644987,Iris-setosa
+58,5.103930467333882,3.8642148249334367,1.725894522246289,0.19875360771410558,Iris-setosa
+59,6.322824680870156,2.886814349534762,5.544148491504947,1.7996021455706892,Iris-virginica
+60,5.89352645002017,3.2098455315330794,4.76924280690706,1.798793675225283,Iris-versicolor
+61,6.295301144689957,2.315641546224601,4.431155120264581,1.3009646920550009,Iris-versicolor
+62,6.97542789791508,3.094688650331342,5.079701878066032,2.316209459890563,Iris-virginica
+63,4.601514316079472,3.3927196977642797,1.4057608169484104,0.2888560521101189,Iris-setosa
+64,7.262666068595691,2.9591953088630887,6.1123288393086,1.9113236763365153,Iris-virginica
+65,6.2824604601006575,2.697803126580779,5.290223952744149,1.7536818587171419,Iris-virginica
+66,6.716483973413222,3.0,5.008673397367226,1.7025354802951034,Iris-versicolor
+67,6.336519194757631,3.390386068542961,5.591321444333098,2.360410708537136,Iris-virginica
+68,5.007037505281611,3.4053670766926865,1.6567710297613867,0.41599197547964145,Iris-setosa
+69,7.67085290778147,2.565863155058694,6.9,2.2995643671266555,Iris-virginica
+70,7.9,3.7570078818988395,6.362617686346316,2.0177640543313586,Iris-virginica
+71,5.702669695755273,2.4797452997155136,4.973308358588878,1.945660128582381,Iris-virginica
+72,4.601096806930402,3.193442522397312,1.3972771180434274,0.20542413417892813,Iris-setosa
+73,7.899998766657827,3.8294986572956224,6.3608689475480364,2.014054292375482,Iris-virginica
+74,6.1166324835556045,2.8022492564990724,4.720647813098515,1.194887507690919,Iris-versicolor
+75,5.803818535133872,2.7826910391904676,5.093255655306739,2.412497756143128,Iris-virginica
+76,5.734193145517132,3.850425489004883,1.4948363694520048,0.4491103542094397,Iris-setosa
+77,6.405746003504323,2.886657219492596,4.302678351165579,1.2794178216069545,Iris-versicolor
+78,5.997762809253372,2.756016235018426,5.086951407280804,1.670458299371295,Iris-versicolor
+79,5.68535687699227,2.543363896493057,5.032402235465626,1.98087763509751,Iris-virginica
+80,5.150894829414541,3.3096782018735027,1.741616478942835,0.5187238404792416,Iris-setosa
+81,5.922553447797155,3.2021276961982275,4.857471481588781,1.7963544236611235,Iris-versicolor
+82,5.582415278770727,2.7051683708646594,4.290477831141818,1.3124366199729187,Iris-versicolor
+83,6.014466413849617,2.6961326443912923,5.092890366711218,1.5696726767892928,Iris-versicolor
+84,5.780048980843138,2.662002775648189,5.089507530350266,1.9357184428275596,Iris-virginica
+85,4.612106053200439,3.2094644597091757,1.3968812789014846,0.19650686806722256,Iris-setosa
+86,7.704100747283668,2.5992579866485754,6.899998584063258,2.2935108209310116,Iris-virginica
+87,5.14357995409734,3.7270307827762887,1.5308368384893591,0.4299280052884562,Iris-setosa
+88,5.946050256468676,2.2000002868694986,5.000645659733217,1.4758007540051166,Iris-virginica
+89,5.873444826608063,3.2186992881172194,4.8263572627604825,1.7999494500938065,Iris-versicolor
+90,5.475699037308306,4.2,1.3716768175204106,0.2114391487520935,Iris-setosa
+91,5.4604497841707875,3.0,4.467717759225951,1.3829312941476353,Iris-versicolor
+92,5.070605615568886,3.7928286243031684,1.724343130368297,0.20175715144737158,Iris-setosa
+93,5.447486024281804,4.2,1.371729044752166,0.20299554883517756,Iris-setosa
+94,5.10291196661983,3.511024539755961,1.3937246049943948,0.29129791613766576,Iris-setosa
+95,6.6460675712629325,3.3060434053560166,5.723541564266163,2.4999995506086794,Iris-virginica
+96,4.9936302232724055,3.4022548231677714,1.6195557463890848,0.43619915370160467,Iris-setosa
+97,5.7163783726077275,2.475591138294268,4.99615328302324,1.9833016536457506,Iris-virginica
+98,5.410313643638992,3.394723708752364,1.5801152925762716,0.20873080870024907,Iris-setosa
+99,5.801657575079499,2.8089944269732836,5.131606425653503,2.405795893892996,Iris-virginica
+100,6.683798360640045,3.0,4.980904885320525,1.6678907130323775,Iris-versicolor
+101,5.609619731984097,2.904157288168875,3.8726554045499557,1.2906398868128397,Iris-versicolor
+102,5.146485933710968,2.674441078711986,3.9300763730562913,1.3998341017671674,Iris-versicolor
+103,6.288647104498375,2.8423536181329143,5.5337457397045595,1.7894945151194295,Iris-virginica
+104,5.589382660755515,2.6369088614939917,4.065208666251368,1.2351150060896288,Iris-versicolor
+105,5.08159830970223,3.300429683971249,1.6564714680586596,0.518234118872476,Iris-setosa
+106,5.935698600440602,3.0,4.312320054538441,1.4764308348454829,Iris-versicolor
+107,5.412429678536109,3.0,4.450491412767434,1.4685247740642784,Iris-versicolor
+108,6.722237322419182,2.495423573510395,5.823433713206651,1.8076223679368288,Iris-virginica
+109,6.855788252793438,2.7657288893705467,4.749125271155114,1.3884777606730616,Iris-versicolor
+110,6.627000804651092,3.3078740031860576,5.698695694583516,2.5,Iris-virginica
+111,6.806525047699039,2.7949536312465364,4.791641892315896,1.3932382959041367,Iris-versicolor
+112,6.095633107640667,2.817301305965007,4.630724879947221,1.2298854777051282,Iris-versicolor
+113,7.9,3.774351617778459,6.388071620774378,2.035850533290994,Iris-virginica
+114,4.98500778356531,3.2210303648010488,1.2,0.20412389400236883,Iris-setosa
+115,7.101354141639908,3.0,5.890977242924572,2.110553528451853,Iris-virginica
+116,5.643721285064936,3.7530831590545675,1.598226931977812,0.39594983131744255,Iris-setosa
+117,6.7051065713769145,2.4772284873179578,5.7553894132348455,1.799352501576121,Iris-virginica
+118,6.273865046235723,2.685887060605096,4.9037925755547676,1.802856675018721,Iris-virginica
+119,7.9,3.8310591811740378,6.330573991855519,2.0439810906557283,Iris-virginica

iris/tab_ddpm/2/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/11/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.029222014111243,3.0,4.816322922593708,1.8057884151539745,Iris-virginica
+1,6.320746281706348,2.9010437734897074,4.364484451206073,1.3550667204288642,Iris-versicolor
+2,5.390533559227505,4.2,1.3546174000223081,0.19861675162761813,Iris-setosa
+3,4.812528742488579,3.0,1.4059988669509347,0.3021036771400259,Iris-setosa
+4,5.839590565364076,2.8326000541291227,5.10684579029936,2.4043172375986264,Iris-virginica
+5,5.733525508747589,2.784628307780223,4.509062137588585,1.2653013540716394,Iris-versicolor
+6,6.300640889105483,3.4070436568432436,5.622507722583247,2.4091349983288013,Iris-virginica
+7,6.3934760618847495,2.8912036480919907,4.322579923973599,1.2763843191563604,Iris-versicolor
+8,6.280229023156947,3.3782041799228217,5.588741931246926,2.3877717708845063,Iris-virginica
+9,4.890707654849347,3.0998089927653676,1.4877280415338798,0.1,Iris-setosa
+10,5.081330086652959,3.3879446289208093,1.4946781350843652,0.20686965518430675,Iris-setosa
+11,5.6673467835287346,3.7969832633643397,1.5875879182838966,0.3661180786495934,Iris-setosa
+12,7.31829571288507,2.9294117936541237,6.297421775738481,1.8096874127941383,Iris-virginica
+13,5.579357295598397,2.4609410877601303,3.863298639297829,1.1295025846598534,Iris-versicolor
+14,5.376555030733352,3.0,4.4800610893599355,1.4899647496556458,Iris-versicolor
+15,5.602372142174597,2.501448471634587,3.895192820833681,1.0785502947146282,Iris-versicolor
+16,5.886196032188014,3.2123536120642817,4.853175477998064,1.799675001708161,Iris-versicolor
+17,5.1015371764261035,3.2963245470508062,1.6579176100880912,0.5179616617579923,Iris-setosa
+18,5.210367301953688,3.735021765536233,1.5116298692768126,0.19731607289704237,Iris-setosa
+19,5.583368634103064,3.8593546916995605,1.6617032163084888,0.30667633057959076,Iris-setosa
+20,6.783503129953707,3.1838111278369574,5.869205533699173,2.290507602291356,Iris-virginica
+21,6.035314356824436,2.9443617663153483,4.508084261052344,1.4684918164408274,Iris-versicolor
+22,5.752019966941291,2.480297516870449,5.008878717748847,1.9718974078109701,Iris-virginica
+23,4.817151799840616,3.0,1.4009805522441903,0.1,Iris-setosa
+24,7.683934692018761,2.572612548870281,6.899998711406678,2.2833030685658726,Iris-virginica
+25,4.887248825980887,3.1107308611114837,1.485050485167408,0.10000011861220039,Iris-setosa
+26,4.569098442035058,3.4043561054635276,1.3915832686556755,0.29470342150802864,Iris-setosa
+27,6.089691452669874,2.7873333995104446,4.673697673038301,1.1933163715262258,Iris-versicolor
+28,5.052980324931453,3.4777788844107485,1.3950906435197652,0.28628479725144024,Iris-setosa
+29,5.648170156445832,2.715393070987089,4.340964147593134,1.289324332578673,Iris-versicolor
+30,5.742013624476352,2.5503073884550753,5.007375028513531,1.997594032969109,Iris-virginica
+31,6.269602054817581,2.6951486393887345,4.921115327942087,1.7987165956544349,Iris-virginica
+32,5.393094507076221,3.0,4.468673485700519,1.4888627191763222,Iris-versicolor
+33,5.1679621152841495,3.3334295312448767,1.4980543289479442,0.523213060648503,Iris-setosa
+34,4.6263072281627515,3.392030772937117,1.4003680348104743,0.294370706007674,Iris-setosa
+35,4.900156956468251,3.0719115925588745,1.588826927852216,0.1,Iris-setosa
+36,6.6573780722690055,3.3069331836235443,5.67507242914657,2.1027344970713324,Iris-virginica
+37,6.428094840034575,2.8740940589059294,4.286017080299281,1.2729949036907495,Iris-versicolor
+38,5.886909613637549,3.0,5.129545886353255,1.804591971880641,Iris-virginica
+39,5.693085438502468,3.793056953218422,1.5837778460516372,0.3166640703334656,Iris-setosa
+40,6.2483495903896,2.540624373368124,4.944668585720484,1.5349170251536126,Iris-versicolor
+41,5.446262287146001,3.4280905953029306,1.6108628720044926,0.4534897788354329,Iris-setosa
+42,5.604037640292846,3.0,4.231483092803652,1.331651504047325,Iris-versicolor
+43,5.352988257026977,3.0,4.433042819476945,1.4912518462933038,Iris-versicolor
+44,6.422333767222764,2.8905500437345504,4.259324320000495,1.3354337260943916,Iris-versicolor
+45,4.968520132122166,2.4303707672058272,2.9868416034044696,1.0510990402207128,Iris-versicolor
+46,6.125523236073887,2.8867869296829287,4.458899464386052,1.4474727524368378,Iris-versicolor
+47,5.5064537086328,2.608056339389615,4.430291892600868,1.1751364031041007,Iris-versicolor
+48,6.1625513559255864,2.200000373343379,4.655215447708477,1.4823601912376339,Iris-versicolor
+49,5.341752222123043,4.2,1.354154270560882,0.20146744057457405,Iris-setosa
+50,5.291212691548238,2.572325715335772,3.6111253916040593,1.166168563018399,Iris-versicolor
+51,5.169092854332228,3.3441584718572246,1.4926646762077065,0.4578343249781035,Iris-setosa
+52,7.692609278552755,2.5786415804734357,6.8999987258597955,2.319481732116981,Iris-virginica
+53,4.992447744138092,3.3999834964019384,1.6428524296436111,0.377969172259871,Iris-setosa
+54,5.8405608662576345,3.0,5.102301811926346,1.791127441636649,Iris-virginica
+55,5.788870916884394,3.876503027590877,1.7605158543986246,0.3469078269412557,Iris-setosa
+56,6.71669572756841,3.0,5.693022141190376,2.1400885812450485,Iris-virginica
+57,6.368606986778953,2.942399177540424,4.323831834997788,1.3175339411562266,Iris-versicolor
+58,6.301813975044791,3.4104481759356604,5.625024264177776,2.402380666628506,Iris-virginica
+59,7.7059944986152615,2.560419111385668,6.9,2.2916009792755543,Iris-virginica
+60,4.907172019175167,3.107650749817477,1.4926367436936938,0.1,Iris-setosa
+61,5.365493172056573,2.6328939832151157,4.164454756491964,1.2567916063911753,Iris-versicolor
+62,7.347720658357508,2.9064647097743967,6.244687547270075,1.7968115040077224,Iris-virginica
+63,5.414126289049887,3.0,4.559563428992447,1.5136217919796864,Iris-versicolor
+64,5.426986104629653,4.199998549198009,1.3805287449718149,0.2063459881668703,Iris-setosa
+65,5.222253598311026,3.399115142952056,1.4994290436706075,0.2022076142598775,Iris-setosa
+66,6.271297079716675,2.503134664166855,4.88228435054424,1.4772873732039549,Iris-versicolor
+67,5.183421644365858,3.772909096558078,1.4982548301868204,0.20355076152697907,Iris-setosa
+68,5.627218821102168,2.6593693347307568,4.49510947017774,1.2496988318652882,Iris-versicolor
+69,5.893220047929787,3.219133762590419,4.806561555418888,1.8040661559794888,Iris-versicolor
+70,6.725295188286117,2.5045787170550455,5.818607714281687,1.8072161480632185,Iris-virginica
+71,5.4302144984116625,4.199999105087508,1.3631105349463968,0.22084473528626483,Iris-setosa
+72,5.697654591466426,3.820369148155514,1.5520168407811998,0.31648932874236047,Iris-setosa
+73,6.214752784689037,2.2000003648403132,4.5391292853397776,1.526167676794665,Iris-versicolor
+74,5.706396148416679,3.7969897971133832,1.5783339219895327,0.3383266744994212,Iris-setosa
+75,6.121985934554117,2.835307854379391,4.708274740897935,1.2275923744523587,Iris-versicolor
+76,6.169257562196209,2.2000002724311707,4.49307486522085,1.506027254759118,Iris-versicolor
+77,6.316321220926526,2.685999187562005,4.911968432657602,1.7987877669192218,Iris-virginica
+78,5.7369884536505165,2.5537185046287014,5.045879123835054,1.9341285909861163,Iris-virginica
+79,5.370600933608914,3.0,4.48989734310634,1.5005284923459459,Iris-versicolor
+80,6.838604428514195,2.795459127898639,4.784006507749386,1.3904236117929019,Iris-versicolor
+81,5.644412742066759,2.5117856256930184,3.8212244785780403,1.0905098735367347,Iris-versicolor
+82,4.9124522917465026,2.3999546938766003,3.324402191028646,1.0308678406155414,Iris-versicolor
+83,5.096276247822952,2.4612650153185003,3.0877542207852358,1.0746847283639605,Iris-versicolor
+84,5.115933156791673,3.2982938942579643,1.831949671548432,0.5849421667880459,Iris-setosa
+85,4.779727286092028,3.0,1.3881149446317924,0.1,Iris-setosa
+86,5.433740415634001,3.0,4.529704847390647,1.5201747706416797,Iris-versicolor
+87,6.306491603434147,2.6829421842664396,4.860572538241985,1.7932180871179275,Iris-virginica
+88,5.132429832381286,3.4885621275143848,1.4026156518295203,0.3020848964434307,Iris-setosa
+89,6.671979865857298,3.254534190539677,5.6536884937238066,2.111711716128864,Iris-virginica
+90,7.718852873276746,2.56269474092437,6.899998481625239,2.321715491773307,Iris-virginica
+91,5.862186432451243,3.2071238137607634,4.788241469165891,1.8054198532448509,Iris-versicolor
+92,5.54430743510512,2.6618257598117285,4.407568925565456,1.2439900447063654,Iris-versicolor
+93,5.072393960678698,2.481964953742238,2.9890347004372857,1.0940547701213483,Iris-versicolor
+94,6.883015194230936,3.205904408316753,5.858096954457786,2.3000876101206664,Iris-virginica
+95,6.854939200187688,3.110922871218292,5.098049723332194,2.2990271290416953,Iris-virginica
+96,6.7189299075041164,3.0,4.983523775794864,1.7126123875507342,Iris-versicolor
+97,6.305132771176295,3.3913998438386352,5.632830840291019,2.4011081580100697,Iris-virginica
+98,4.484817858545179,2.300496612008589,1.3042376212253606,0.2935312610412271,Iris-setosa
+99,5.951111388847159,2.2,4.945809493518744,1.4509838113679954,Iris-virginica
+100,7.6890558805016695,2.5833350074830155,6.9,2.316494998668132,Iris-virginica
+101,4.608674914000717,3.3975892730078194,1.4038827681746537,0.2946260584467857,Iris-setosa
+102,5.802724803858684,2.7770015307977016,5.118841026071872,2.3976183778340086,Iris-virginica
+103,5.44402414640557,3.894192572716781,1.6805059761681809,0.4158721085777868,Iris-setosa
+104,5.5258559048623255,2.472630295564713,3.9224534376241134,1.108155516047858,Iris-versicolor
+105,5.293962793191567,3.8378014095596784,1.534031717852672,0.38317256883862505,Iris-setosa
+106,6.518026557716372,3.179215798107413,5.104640851957749,1.995134654534608,Iris-virginica
+107,5.423901771849227,3.0,4.525064741494427,1.5120972892921969,Iris-versicolor
+108,7.333620553855405,2.9103812854890645,6.299652262549362,1.8042054838746584,Iris-virginica
+109,6.319727574801639,2.3030766329853307,4.38782928771931,1.2937455618383418,Iris-versicolor
+110,6.597493848153435,3.3021742005418306,5.659691376177178,2.5,Iris-virginica
+111,5.3941065962520245,3.891495486850902,1.6112439339067124,0.38407426197756256,Iris-setosa
+112,6.469222933740813,3.0,5.8196332930965955,2.241654859489504,Iris-virginica
+113,4.673719543182543,3.137961146210191,1.3999057417752885,0.19344036505967444,Iris-setosa
+114,4.613910450959121,3.2111671175031065,1.4058528523215017,0.19762334903380974,Iris-setosa
+115,5.105251409836921,3.812363676279803,1.4925495850863335,0.1981784785896914,Iris-setosa
+116,7.270828232590115,2.8993287421632625,6.2623620504652004,1.79770470457398,Iris-virginica
+117,6.67381145639713,2.4863393823435915,5.725482651581545,1.801979379956361,Iris-virginica
+118,5.390003530062312,3.389792818831667,1.5921316276621302,0.19874374376240078,Iris-setosa
+119,6.3202724708761755,3.3097115072830503,4.698857629616854,1.5946106463018936,Iris-versicolor

iris/tab_ddpm/2/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/12/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.684499018391402,2.4520280093692817,4.973638639019054,1.9784966814425862,Iris-virginica
+1,5.604593046875017,3.0,4.184916878308882,1.2769322987787304,Iris-versicolor
+2,4.908977935746735,3.0815803935925845,1.494768547100197,0.1,Iris-setosa
+3,5.87727664426843,2.73075323354406,5.041789383986014,1.8211543994336923,Iris-virginica
+4,5.675585320854207,2.4352477730382915,5.008775934328863,2.0088288748739385,Iris-virginica
+5,5.984176030396619,2.2000002751472323,5.007334426650914,1.4825663590344966,Iris-virginica
+6,5.086533263849867,3.51505331291442,1.4002392479328996,0.3133729731382943,Iris-setosa
+7,5.746558762260396,3.828479243424382,1.7192041513882346,0.35808554774474133,Iris-setosa
+8,4.497171739829611,2.293887769945128,1.3019400431955384,0.2883778447382308,Iris-setosa
+9,6.003985926972232,2.2000003003587967,5.030113930418886,1.4812418174782425,Iris-virginica
+10,6.538813779203207,3.051390193632881,5.252434596609738,1.9206228663626579,Iris-virginica
+11,4.801439066129804,3.0,1.4008079239685733,0.10000009189240235,Iris-setosa
+12,6.4503319856744925,3.0,5.518665125543122,1.7984115345800877,Iris-virginica
+13,5.088507453373944,3.479458887394515,1.4955532288631417,0.2958441956782116,Iris-setosa
+14,6.283289985070653,2.2974218064079417,4.373033290523246,1.2723614779421002,Iris-versicolor
+15,6.103545162256645,2.7900268392223793,4.681457669284211,1.1892012748455287,Iris-versicolor
+16,5.96883968300437,2.200000275476502,5.0033807709520115,1.495968802878051,Iris-virginica
+17,5.67009528578532,2.4952057768610842,4.9715467998541145,1.9758198127327344,Iris-virginica
+18,4.4,2.8973335875745074,1.3966514542893955,0.19644864798960798,Iris-setosa
+19,7.7008976122778146,2.591015401985617,6.8999984386644,2.291944562442329,Iris-virginica
+20,6.302353719577308,3.3967738541488974,5.5743208157051365,2.3881173233557083,Iris-virginica
+21,5.697780416752412,3.8233381293531536,1.5050036591722111,0.318713950665812,Iris-setosa
+22,4.790533612326553,3.0,1.4026784026957981,0.10000009391645477,Iris-setosa
+23,6.703946357815949,3.0,5.010250920428143,1.6989470984369448,Iris-versicolor
+24,6.090965452507531,2.4656032721885293,4.330329299074578,1.2425956886571354,Iris-versicolor
+25,5.1011983602138375,3.313941101482775,1.6643242752120406,0.5111652307916438,Iris-setosa
+26,6.616173179337741,3.0,5.630783990320802,2.245649342231947,Iris-virginica
+27,5.408776309383266,3.0,4.451154255090093,1.5164670363854669,Iris-versicolor
+28,5.710787114768965,2.537979713002211,5.0111370034078595,1.9876166222846676,Iris-virginica
+29,7.749559514958853,2.566511975410996,6.9,2.324845840282538,Iris-virginica
+30,6.272621114418424,2.667965245600021,4.9196643974762315,1.8026608495202459,Iris-virginica
+31,5.383970807280649,3.964287116132724,1.6617059874013034,0.534228762502682,Iris-setosa
+32,6.023814043384795,2.720151774908987,5.1085398994041045,1.634707676545818,Iris-versicolor
+33,7.7228025862596335,2.5718208261678717,6.899998840866561,2.2970736164731447,Iris-virginica
+34,6.603542663601274,3.3237059524873533,5.686425733378428,2.499999625316837,Iris-virginica
+35,4.765290410696987,3.0,1.3982234288287645,0.2966650964610592,Iris-setosa
+36,4.902985584747771,3.118648833229363,1.5061158589774237,0.1,Iris-setosa
+37,5.775103190907043,2.637423709561335,5.074633209939184,1.850357092712571,Iris-virginica
+38,6.299349257730559,3.29126422438938,4.7080508851565765,1.6272580811230009,Iris-versicolor
+39,5.7674004598097826,2.671102843236298,5.087559054746944,1.9131621973369148,Iris-virginica
+40,4.6155707977167895,3.2204326026509045,1.3974723784519467,0.20044370267566153,Iris-setosa
+41,5.405269509806438,3.893786500247968,1.6344857493412621,0.43022582171134555,Iris-setosa
+42,4.99363305731195,3.2641974302155723,1.4019745928348046,0.1966869994748512,Iris-setosa
+43,6.351675874736815,2.7849013551132966,5.42631984840088,1.8235980491853858,Iris-virginica
+44,4.4837344410570745,2.302066777394415,1.2994390804777995,0.2979786584396753,Iris-setosa
+45,4.903689505729064,3.0711700375523017,1.493027004401544,0.10000009953010047,Iris-setosa
+46,5.90006065674178,2.835606796118477,5.1130696389256265,1.8293079509486236,Iris-virginica
+47,5.400041734258366,3.40886411025992,1.4904439326935954,0.4106047819710641,Iris-setosa
+48,6.386450496564612,3.1320718176750066,5.124810849535795,1.9514854497962209,Iris-virginica
+49,4.585439208698215,3.4038005172316548,1.4029959137559067,0.3041715682609427,Iris-setosa
+50,5.453447835675645,4.2,1.3749346837915908,0.21191354840493504,Iris-setosa
+51,5.88834104377472,3.0,5.086384801169923,1.7996701249793943,Iris-virginica
+52,5.482276727918814,2.3974764561360096,3.9000526003228932,1.1015508258219184,Iris-versicolor
+53,5.462633103681082,3.735729980003417,1.6918236207206792,0.23920104764547998,Iris-setosa
+54,6.350495095831885,2.6841965739126707,5.092619282127087,1.841233233498746,Iris-virginica
+55,6.313094678918977,3.4049824902251773,5.585880987732411,2.4045662802861685,Iris-virginica
+56,5.984936384613486,2.892905984820755,4.483980183949966,1.480123842391974,Iris-versicolor
+57,7.699407647208642,2.542716270072431,6.9,2.319880454366396,Iris-virginica
+58,6.527678465846698,3.1196011229821576,5.144271216529323,1.943803794759493,Iris-virginica
+59,4.821692098618787,3.0,1.4049396456421341,0.2972373629181797,Iris-setosa
+60,5.692671165463405,2.5082528114897187,5.008915729423711,1.9899762659974158,Iris-virginica
+61,6.5150035459080895,3.2124689104693758,5.108724676411536,2.0116644479010324,Iris-virginica
+62,5.980148559110568,2.2000002808472847,4.997565622326306,1.493229945193853,Iris-virginica
+63,5.093542204874305,3.7108477826781363,1.5780338256427042,0.3848245815120283,Iris-setosa
+64,7.254041664996153,2.894696946247943,6.232851740894515,1.7961544908005806,Iris-virginica
+65,5.206315043487872,3.7809934132673257,1.5791665756945539,0.20293241921628422,Iris-setosa
+66,7.9,3.795804563963519,6.39060222977378,2.0550200742290308,Iris-virginica
+67,4.4,2.890723676043674,1.4004411795207858,0.1881867662947479,Iris-setosa
+68,5.503230823724166,4.2,1.3887187116033521,0.21726964952787087,Iris-setosa
+69,5.63742421204035,2.736786118292329,4.307497825052686,1.303361008056318,Iris-versicolor
+70,4.495456019866815,2.3085099424050273,1.3050466919496313,0.3636776195749613,Iris-setosa
+71,5.666384862261617,2.467509383580694,4.981736843980701,1.9925184772852862,Iris-virginica
+72,5.010912252108949,3.310891277393689,1.4061995097429643,0.19913989437536264,Iris-setosa
+73,6.105983051431309,2.96575119422275,4.54017418818351,1.3417192755300016,Iris-versicolor
+74,4.871858301670153,3.0382685819374093,1.476599214757367,0.10000010941559055,Iris-setosa
+75,7.06047510319188,3.0,5.664344667541124,2.093596984854334,Iris-virginica
+76,4.579208682998776,3.400452128662878,1.4015008694424,0.29749246320698547,Iris-setosa
+77,4.600793417905965,3.2084313137859404,1.4043271908524357,0.21109073733347264,Iris-setosa
+78,6.285139077984642,2.516775202412297,4.973071062839892,1.503265823541186,Iris-versicolor
+79,6.308820716684363,3.4108239605724537,5.608020630941278,2.3977385490912084,Iris-virginica
+80,6.066789188196638,2.2000002886036127,5.001561295005618,1.5269305229739671,Iris-virginica
+81,5.351913351600577,3.3958735795456034,1.6304615098519855,0.2022448920386737,Iris-setosa
+82,4.785110663269654,3.0,1.3986913594282155,0.2954689111897015,Iris-setosa
+83,5.1969471461713175,2.6618746331998997,4.055772657850725,1.3807837961602638,Iris-versicolor
+84,6.846190486834127,3.201225419815258,5.751305407608177,2.288916204693661,Iris-virginica
+85,6.912185017743244,3.096712740969497,5.110143381148869,2.3088289248075857,Iris-virginica
+86,4.5986365795742055,3.397360909208067,1.4060445344548098,0.2880213430253792,Iris-setosa
+87,7.279117959511946,2.914404564439194,6.27070339433093,1.8004072279983006,Iris-virginica
+88,6.767352060542693,3.167117328990431,5.886418122645946,2.3034021574706154,Iris-virginica
+89,5.823430223458161,2.813809840609343,5.109351009721317,2.4147666314211547,Iris-virginica
+90,7.306129150146269,2.909730474568516,6.288735706064673,1.8004021315995284,Iris-virginica
+91,6.310145268247078,2.672486568359215,4.942323689295844,1.792578909566182,Iris-virginica
+92,7.676510442510869,2.5978408362401453,6.8999984811105985,2.305312955455327,Iris-virginica
+93,5.821065212400483,2.6969573631062933,5.086603226875917,1.8917574938450288,Iris-virginica
+94,4.892027311375063,3.140667352291808,1.4881370624687846,0.10000009096021331,Iris-setosa
+95,7.731650436445973,2.5840521655395063,6.9,2.3205631713292414,Iris-virginica
+96,7.741946441618184,2.5815766199244843,6.9,2.338685279354749,Iris-virginica
+97,7.100385024817002,3.0,5.917533269142526,2.094202365379796,Iris-virginica
+98,4.905150766988365,2.3980984724878036,3.2208722809282704,1.008593583777428,Iris-versicolor
+99,6.375419257392903,2.9465924282373526,5.63413054351304,1.8087253081850903,Iris-virginica
+100,5.816395964347845,2.8265697772797735,5.117046760305376,2.398954496345084,Iris-virginica
+101,5.862216997302795,3.2165139706436077,4.827683273695909,1.8005283068814089,Iris-versicolor
+102,6.828653821525067,3.2028389328675724,5.829831243464065,2.2952800972418275,Iris-virginica
+103,5.8579308539674315,3.217072475503125,4.800231690474309,1.807494037648396,Iris-versicolor
+104,7.095513451546729,3.0,5.817433060586711,2.111221201059784,Iris-virginica
+105,4.811625880073921,3.0,1.40069295223549,0.3310950237829785,Iris-setosa
+106,7.08823533166181,3.0,5.784895942792638,2.1115012523596217,Iris-virginica
+107,5.238506998544272,2.680806373773478,3.9696926753143735,1.3952531420509378,Iris-versicolor
+108,6.696023401866571,3.2948808933469804,5.8013097896138675,2.4999996435465626,Iris-virginica
+109,6.018727691026953,2.9055743868104282,4.444565627975701,1.5270221230569123,Iris-versicolor
+110,6.509681531413846,3.0,5.9093447088298525,2.2535912873694217,Iris-virginica
+111,6.31448854836135,2.686230226783203,4.912396205174691,1.8054813974500588,Iris-virginica
+112,5.627193938379186,3.0,4.116866008029834,1.330579559036196,Iris-versicolor
+113,5.63914703051478,2.8116294539775946,4.0440874995041804,1.2266709659989363,Iris-versicolor
+114,5.834946255664909,2.909002398104323,4.551642465653214,1.36566036083907,Iris-versicolor
+115,5.219906029475903,3.8095986163092266,1.5269558756376393,0.4202908603040481,Iris-setosa
+116,5.4497921447420055,3.519155949564252,1.7987881524744764,0.20152726494316872,Iris-setosa
+117,7.702457014274027,2.5794326253055613,6.9,2.290870025688309,Iris-virginica
+118,5.077807616784028,3.687000339424479,1.5323012516614545,0.4006175825852203,Iris-setosa
+119,6.535256892002928,3.0,5.475660760130574,1.8036026601664064,Iris-virginica

iris/tab_ddpm/2/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/13/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.547085063624929,2.4292268200544487,3.790908042659167,1.0861253889058087,Iris-versicolor
+1,6.398521528994534,2.9009836617710487,4.321837412895691,1.2965490584655819,Iris-versicolor
+2,5.968249170819175,2.669434428876983,5.0459473345058266,1.5032499140034685,Iris-versicolor
+3,6.171984244982981,2.2,4.437036317319798,1.4823582703570293,Iris-versicolor
+4,5.391422789775872,3.0,4.432321004214858,1.4927655539387126,Iris-versicolor
+5,5.001661456700562,3.2095365678144265,1.2,0.202449248023749,Iris-setosa
+6,6.503413094592967,3.0,5.504454187152402,1.8040152559972784,Iris-virginica
+7,6.313809907948784,2.686184647397096,4.892460476218948,1.7997666863499926,Iris-virginica
+8,4.591932581074957,3.191395435234,1.4028372201753783,0.19488781180863365,Iris-setosa
+9,4.998945079502801,3.313063035150346,1.399416831949437,0.20261719021231941,Iris-setosa
+10,6.538100013934916,3.0,5.821266115353045,2.2162069891855167,Iris-virginica
+11,6.310751804406293,2.701794620670525,4.899863188451829,1.7865655972089463,Iris-virginica
+12,6.068315678964799,2.8550936102741735,4.595973380604463,1.2409491034843354,Iris-versicolor
+13,5.026642633582175,3.336640788672266,1.4264719279837912,0.20586871417154853,Iris-setosa
+14,5.5684313247345125,2.517782049102273,4.07849704183966,1.0975226175015453,Iris-versicolor
+15,4.607896953441226,3.1755351767121693,1.4011634369155515,0.19304434698024653,Iris-setosa
+16,6.469941308922544,2.680702224597064,5.397463410811388,1.8495539113897976,Iris-virginica
+17,6.174621574698756,2.200000354286253,4.462058938860689,1.4880402065996985,Iris-versicolor
+18,6.517979696773856,3.2085472757351416,5.0847181977263105,2.0071704977868827,Iris-virginica
+19,6.364622124455774,2.7441710501840357,5.3591307210949894,1.8520936485243384,Iris-virginica
+20,6.707624729576896,3.305730857567212,5.69683017660593,2.094491317779041,Iris-virginica
+21,4.89669777848284,2.385799842130647,3.2545307625153233,0.9884626043630165,Iris-versicolor
+22,6.299688787271833,2.328179034695447,4.452388385733439,1.3071622736720787,Iris-versicolor
+23,6.860353348495709,3.0,4.960502177537648,1.6226570873826158,Iris-versicolor
+24,5.650305921152707,3.827187778615752,1.7641834675510868,0.40926650912707824,Iris-setosa
+25,6.301302756680798,2.314540655911339,4.432923308600122,1.307011270197998,Iris-versicolor
+26,6.6184346900263025,3.2319445775495588,5.59606417736598,2.097615451116944,Iris-virginica
+27,5.9997435290871515,2.717134517739632,5.096775598813994,1.608686971002916,Iris-versicolor
+28,6.625480621643113,3.3048593719163795,5.782498729339392,2.5,Iris-virginica
+29,6.105703401043725,2.7980473012520557,4.728674505641561,1.196009357692491,Iris-versicolor
+30,6.7831862537732555,3.0,5.540111445563706,2.1111832017765906,Iris-virginica
+31,6.074927445667005,2.2000002709218,5.041173558203182,1.5365894129138118,Iris-virginica
+32,5.713502167034017,2.5071371026440716,5.017018883712354,1.9630587877514507,Iris-virginica
+33,6.416520621420554,2.785368770378876,5.119512852819103,1.8321327866703583,Iris-virginica
+34,4.613788989146091,3.2213245650580524,1.4005070062054719,0.19893299487768207,Iris-setosa
+35,6.714172830355108,2.4579682436422248,5.690376936376297,1.8001848145079125,Iris-virginica
+36,6.206741581556662,3.2791694677288894,4.760382208926213,1.7170105870018162,Iris-versicolor
+37,6.789520359328436,2.796721724525603,4.764903455565436,1.4086816422458008,Iris-versicolor
+38,6.865728565965643,3.209160284374345,5.743292597219839,2.302658743840786,Iris-virginica
+39,6.7881782170714,3.1213739477590603,5.10114554600679,2.3436857341545965,Iris-virginica
+40,4.67206915176659,3.1975947305642074,1.4031072986475783,0.19790011227647075,Iris-setosa
+41,6.376110083204421,2.936522146501359,5.6018565410389325,1.795884766595407,Iris-virginica
+42,5.099831303146455,3.6652936048959996,1.8009928524876067,0.20108394872481328,Iris-setosa
+43,5.9308831359448595,2.2,5.016983983950232,1.4919082254488187,Iris-virginica
+44,5.416956222821128,3.912056749732856,1.7401669005098095,0.42029337312453613,Iris-setosa
+45,5.528484136340159,2.599339843107552,4.4130964821307925,1.1890009650974964,Iris-versicolor
+46,6.316788630972575,2.3035975692268584,4.425885581903187,1.294290767752556,Iris-versicolor
+47,6.864831649170973,3.0,5.552348139408504,2.0804292386873424,Iris-virginica
+48,5.806915007719208,2.795514587406191,5.114849704121044,2.4021168183010597,Iris-virginica
+49,5.984444374526065,2.2,4.985868094112469,1.5220901626453656,Iris-virginica
+50,4.594642320041,3.396315267208061,1.398392617815068,0.2977425372953874,Iris-setosa
+51,4.575387107522779,3.4982032747680187,1.4052548295333547,0.36374827167983315,Iris-setosa
+52,4.565200823253348,3.197254825992005,1.407714329381424,0.19605760697947805,Iris-setosa
+53,6.233983861381532,2.8231789184823977,4.645454438190957,1.2006766517170455,Iris-versicolor
+54,4.59264131178603,3.4847827575776202,1.4049025400806718,0.2952268333697534,Iris-setosa
+55,5.399139761270932,4.199998911207069,1.3846269418372787,0.2041498774835428,Iris-setosa
+56,5.5928986458276455,2.6124967331275184,4.330642569567672,1.1492189170239766,Iris-versicolor
+57,6.702008476887675,2.483510591785727,5.753201196992922,1.8100512091857461,Iris-virginica
+58,4.986123357932328,3.3133855843438687,1.4113850045710254,0.19985259863197644,Iris-setosa
+59,5.701384190512894,3.843511409258294,1.8049755309724804,0.36040115038723297,Iris-setosa
+60,6.383224608716059,2.9861010624005235,5.496343580941611,1.792397593470259,Iris-virginica
+61,6.0220396336211,3.0,4.811083173777936,1.8044233407529304,Iris-virginica
+62,6.773856893750447,2.799690725485775,4.771006351060902,1.3759571418276244,Iris-versicolor
+63,5.399394786090044,3.0,4.470134969180142,1.542003221084869,Iris-versicolor
+64,5.88457836085376,3.2102578478620143,4.7765782968480135,1.809263206362603,Iris-versicolor
+65,5.602565142042721,2.55939929760415,4.0816258472295095,1.1447384370051776,Iris-versicolor
+66,6.23567310867395,2.8407348258904546,5.342341714912763,1.8114001753312436,Iris-virginica
+67,6.703383902453578,3.3005158782383544,5.736363271558979,2.092991127925797,Iris-virginica
+68,5.4976197814951835,2.4119841340827306,3.8176867561715717,1.1082774743633732,Iris-versicolor
+69,7.9,3.7953608452503267,6.354380374082421,2.034668291838963,Iris-virginica
+70,7.702500223519779,2.581562198960762,6.899998917383274,2.3060624409061443,Iris-virginica
+71,5.502328257578733,2.3852084607976143,3.776568859092782,1.1080103636518364,Iris-versicolor
+72,6.185027714453228,2.2,4.520049045010633,1.5204366508533749,Iris-versicolor
+73,4.879398463964636,3.094162261312522,1.5427501200130158,0.10000010104722276,Iris-setosa
+74,6.952622134984956,3.1994530324358754,5.776149205153716,2.316964529633712,Iris-virginica
+75,4.93098583165327,2.411364414884802,3.1935523367819343,1.0254233137858753,Iris-versicolor
+76,4.480042571438717,2.2847767877423784,1.3158968263273496,0.2851621959420082,Iris-setosa
+77,4.598427621774699,3.4007002345436046,1.4020608812838555,0.29902484870351287,Iris-setosa
+78,4.787543098528266,3.0,1.4259346540308566,0.1,Iris-setosa
+79,6.818389800197288,3.1930472913857835,5.852868236485448,2.295954378312059,Iris-virginica
+80,5.103667244235209,3.8671620941442555,1.6052760038134508,0.20753390947700295,Iris-setosa
+81,4.982915319468459,3.2062401676929495,1.2,0.20588214904490296,Iris-setosa
+82,5.583522501961771,2.6948360388135337,4.201757820055759,1.2750155972609731,Iris-versicolor
+83,5.923365853945485,3.0,5.105145318499442,1.802673358759246,Iris-virginica
+84,5.131550388681374,3.806688179116319,1.7950831306570785,0.2065155887652122,Iris-setosa
+85,5.893762633282853,3.1764772178360157,4.73505320748411,1.777517018905666,Iris-versicolor
+86,6.934939080855384,3.0,5.6562752219213275,2.1136492712852215,Iris-virginica
+87,4.871672087270401,3.0,1.4034934420412037,0.1,Iris-setosa
+88,4.4,2.8749987270289283,1.412352438742229,0.20528967384371472,Iris-setosa
+89,5.901766903089406,3.1810857679035633,4.768570611610966,1.8047987851888325,Iris-versicolor
+90,6.012413704424187,2.2,4.961836858421112,1.501549309842923,Iris-virginica
+91,6.59238196994258,3.321822179177882,5.71516262227381,2.5,Iris-virginica
+92,5.57088042809734,2.5783480810023405,4.047033655894971,1.177127076154716,Iris-versicolor
+93,4.590246445149538,3.4055226883727157,1.4065981600406505,0.29046411672943456,Iris-setosa
+94,5.878849710383899,3.2117753745882354,4.809243677638663,1.8032858218009078,Iris-versicolor
+95,5.206469524184943,3.7932491483606716,1.7603646320779078,0.3554307111804332,Iris-setosa
+96,6.320020411917512,2.2954787636651313,4.422818845579303,1.2805201059556324,Iris-versicolor
+97,5.892366387731801,3.0,5.099138965174404,1.8081980989139597,Iris-virginica
+98,5.984099432274582,2.695137625574134,5.098656140806044,1.5859653817583166,Iris-versicolor
+99,6.01319008438691,2.2,5.0059774280932965,1.4773523610590098,Iris-virginica
+100,4.900135919257979,3.114354183962063,1.5376788847225857,0.1,Iris-setosa
+101,5.398626300922882,3.8947516584652115,1.6661365724732184,0.4211760193097158,Iris-setosa
+102,5.440252773231543,3.406871645625404,1.502040019185219,0.3559471196597606,Iris-setosa
+103,5.891295863864543,3.190536076180626,4.799759144029197,1.7958750127676049,Iris-versicolor
+104,6.497363119403597,3.191578097102628,5.093522209478825,2.014166203197899,Iris-virginica
+105,6.5402108378666926,3.0,5.760448551438869,2.208991631215169,Iris-virginica
+106,4.605959193163632,3.1666424117433305,1.3846509195117356,0.20021835092861356,Iris-setosa
+107,5.104495905265095,3.40923702321026,1.4980078772565095,0.1994962141009915,Iris-setosa
+108,5.486335606239552,2.6408365532387483,4.268188349360818,1.2869487232023495,Iris-versicolor
+109,5.845650864702162,3.19998031876771,4.799668585964556,1.8063162707812919,Iris-versicolor
+110,5.75276333344625,2.8129474289197796,4.358691185813356,1.2711844598683004,Iris-versicolor
+111,6.326331295358946,2.9103938244002583,5.667709092333984,1.8259435348027733,Iris-virginica
+112,6.331198878209571,2.700744643087584,4.949090505265826,1.8006143408878255,Iris-virginica
+113,4.5813447740052,3.4037008328967815,1.4000802616777088,0.2904013836440597,Iris-setosa
+114,5.1057095124753475,3.7002499519459437,1.4950042117401494,0.4345424393313647,Iris-setosa
+115,5.158921264564023,2.6735291260513545,3.869419715289706,1.391691921712977,Iris-versicolor
+116,5.013017511769382,3.4026453435640835,1.606546401834296,0.3905942731337592,Iris-setosa
+117,4.5723701868867055,3.402514545877157,1.3996804750867775,0.31622775436064937,Iris-setosa
+118,6.798417367988101,3.070031159903509,5.104647832953455,2.2408792555612123,Iris-virginica
+119,5.829750312479585,2.8003767322687283,5.091853080767572,2.4139777703295486,Iris-virginica

iris/tab_ddpm/2/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/14/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.6086286514582495,2.7058537847817776,4.461565811925649,1.2589921495817558,Iris-versicolor
+1,6.361290372365279,2.874316002655472,4.272634556097339,1.292831831836652,Iris-versicolor
+2,5.429794162197697,3.0,4.51687155074744,1.5093106935657037,Iris-versicolor
+3,5.042489620127051,2.425614565764899,3.4634796724293384,1.0406969142774218,Iris-versicolor
+4,4.761270065933701,3.0,1.3847075345905442,0.1000000967497629,Iris-setosa
+5,5.62824680923251,2.719679469157951,4.304513080353886,1.312176285228977,Iris-versicolor
+6,5.89691895383628,3.0,4.511053527914584,1.5489354199399719,Iris-versicolor
+7,6.160696516236909,2.2,4.518822247730378,1.4937975727502657,Iris-versicolor
+8,6.882143530841458,3.1121773711623932,5.102419795209408,2.29093697623563,Iris-virginica
+9,7.7111803988630285,2.5731469224349994,6.9,2.3112920683079388,Iris-virginica
+10,5.099833620737485,3.698213825281983,1.499249356840331,0.46800664624097216,Iris-setosa
+11,6.602136428233164,3.307867115900504,5.637969377185654,2.4999995852332626,Iris-virginica
+12,4.875082565291585,3.100545650530002,1.4909890927268719,0.1,Iris-setosa
+13,6.801381514833881,3.198229778871827,5.8800120648023215,2.275602551057886,Iris-virginica
+14,7.715616075254317,2.5672399189280544,6.9,2.298081449668914,Iris-virginica
+15,5.083705206907631,3.5432077498250196,1.3932448989993087,0.30578119464650394,Iris-setosa
+16,6.184071985577211,2.2000002806291863,4.5318989541388435,1.4651789697341902,Iris-versicolor
+17,7.7242978116648855,2.575182682008403,6.8999980469793165,2.307116004077145,Iris-virginica
+18,6.330571930454784,2.667021207341159,4.912320478159803,1.79984373566636,Iris-virginica
+19,4.902555547032617,3.0958625369189936,1.493526107156803,0.10000009500910662,Iris-setosa
+20,5.7009880637441235,3.833847126212144,1.8306949415829512,0.4710841922911899,Iris-setosa
+21,5.98194862625979,2.720443857685941,5.08063447243027,1.598514132871453,Iris-versicolor
+22,5.624883765594045,2.8432568939725162,3.6915839614908874,1.3156287410028804,Iris-versicolor
+23,6.861699872122285,3.19914339330333,5.844659654225554,2.3073713694623827,Iris-virginica
+24,6.290211148760312,2.637359369759443,4.90084088891105,1.790441604382303,Iris-virginica
+25,5.510381877965144,2.383116989477882,3.734731506364041,1.1164993397698821,Iris-versicolor
+26,5.007458665512682,3.393882345983099,1.7472444731979624,0.26654922305040957,Iris-setosa
+27,5.85903574788597,3.1908732163014077,4.820639568898074,1.8028910151782747,Iris-versicolor
+28,6.6703230694753275,3.292156174682899,5.672361800829824,2.5,Iris-virginica
+29,5.840557381502995,3.2175252262663876,4.735779170803945,1.8249107575223835,Iris-versicolor
+30,6.77910386632857,2.7987738602579326,4.730655447123909,1.3813797358491864,Iris-versicolor
+31,4.494441425336546,2.3000311728918796,1.3110794283283684,0.32942233062414816,Iris-setosa
+32,5.347628372053167,3.9668673193124,1.4965642785916666,0.42118868651252356,Iris-setosa
+33,4.881826925959359,3.1122969612850913,1.487320707590411,0.10000012811218222,Iris-setosa
+34,6.7099838452082,2.4742066775914866,5.744387425713779,1.8077369826520344,Iris-virginica
+35,5.000353290270262,3.2032944295166565,1.2000002267295249,0.19818837901692948,Iris-setosa
+36,5.079415262385438,3.386774498710996,1.4114199579079352,0.23077475177261664,Iris-setosa
+37,7.075570929555811,3.0,5.869168691916955,2.055176929713636,Iris-virginica
+38,5.196532070856862,2.6942421093467663,4.017184331445261,1.4423200945832757,Iris-versicolor
+39,6.505756273952134,3.0,5.438110840862366,1.811203686946913,Iris-virginica
+40,4.903388650398414,3.0,1.3870734854754008,0.2039874638405792,Iris-setosa
+41,4.88488642619516,2.3930219438138787,3.5652613624653844,1.006807457681504,Iris-versicolor
+42,5.872773957313372,3.2037690092603883,4.827266634751586,1.8039706304730945,Iris-versicolor
+43,7.720600504140974,2.5980503386859324,6.9,2.297431797774449,Iris-virginica
+44,6.457091697133157,2.6381136774855114,5.456362175328817,1.8725598408466424,Iris-virginica
+45,6.673661599845945,3.2818910422288976,5.666539408071127,2.1165413326311286,Iris-virginica
+46,6.4003438172149645,2.8937644907119506,4.2962513109484295,1.3101768699672194,Iris-versicolor
+47,6.2932551059070505,3.396695450591593,5.617706954056189,2.4017396112388565,Iris-virginica
+48,7.722729282674215,2.589046865989323,6.899998872583665,2.3057399849292475,Iris-virginica
+49,5.037784141406134,2.4503524107204164,3.168203966868562,1.0315469129374544,Iris-versicolor
+50,7.697595992681825,2.597675617141749,6.9,2.3186705770867935,Iris-virginica
+51,4.928656152021207,2.4059399614668275,3.3693572786664583,1.074529375327237,Iris-versicolor
+52,5.673898363399444,3.7680863394616937,1.5081533236432434,0.3210186270270421,Iris-setosa
+53,7.712888359166486,2.581114448845814,6.9,2.325920249387567,Iris-virginica
+54,5.419091457955812,4.2,1.344560195413668,0.1993870704087327,Iris-setosa
+55,4.619178336810995,3.4050249157025503,1.4041430626207592,0.2988317942669007,Iris-setosa
+56,6.108979493056078,3.0,4.577565024208323,1.3971009329993613,Iris-versicolor
+57,5.432255167667703,3.401920737169951,1.6308502496314272,0.20236343766533002,Iris-setosa
+58,5.874262067786773,2.4420346441636944,4.26870685611302,1.195838386038869,Iris-versicolor
+59,6.860478175840785,3.1187214798540404,5.100199181590132,2.3207660225557007,Iris-virginica
+60,6.296583439050243,2.49904429696499,4.887365902811896,1.4944625662045017,Iris-versicolor
+61,4.8871173930162355,3.1121351490309066,1.4997242185769852,0.10000010325906197,Iris-setosa
+62,5.8190012701463445,2.790001324819737,5.091011095270001,1.871624669838967,Iris-virginica
+63,7.715876766189245,2.5619273366456037,6.899998891431551,2.3198206813992686,Iris-virginica
+64,5.69864911805541,2.4678574258195405,5.004765297984679,1.9994141115889044,Iris-virginica
+65,5.997571935281429,3.0,4.796723377539596,1.805717774983317,Iris-virginica
+66,6.941783594448589,3.18205576359604,5.876377979166015,2.2741600908508914,Iris-virginica
+67,5.852040115652271,3.0,5.082133727958156,1.8013155258799636,Iris-virginica
+68,5.467063675912758,3.4027316908108443,1.7981563850250708,0.19883836145704825,Iris-setosa
+69,5.623721984163598,2.970595091594338,4.039226050099657,1.3236523174277448,Iris-versicolor
+70,6.104929516110305,3.0,4.511818767491842,1.3860402582445934,Iris-versicolor
+71,6.0355365987775285,2.6900208020328344,5.10631149383491,1.5844871159648204,Iris-versicolor
+72,6.315131172966579,3.3954990968840697,5.625148866717409,2.3973091921893834,Iris-virginica
+73,6.273939771428325,2.300016444479007,4.360790640822278,1.2907996579018275,Iris-versicolor
+74,7.724466098757748,2.5767179357257426,6.899998667510292,2.3268667766614612,Iris-virginica
+75,6.6835645277913684,3.3216412138319145,5.6701840863912265,2.5,Iris-virginica
+76,4.588732649884656,3.432147680740492,1.4023787383049606,0.3790602903731356,Iris-setosa
+77,5.490327108144291,3.0,4.437647556269185,1.4602876316300795,Iris-versicolor
+78,7.222462121035978,2.8940774175695285,6.238424764609796,1.8100381145980875,Iris-virginica
+79,6.704422387063505,3.0,4.956893098117588,1.7308065746734091,Iris-versicolor
+80,5.265741222414372,3.7574499308132605,1.4991953512719265,0.2024254582332056,Iris-setosa
+81,6.394346286517741,2.675722189406786,5.278524647432168,1.8973966336019656,Iris-virginica
+82,6.785411767641001,3.0,5.430096463154204,2.1010919107746253,Iris-virginica
+83,6.313644992399499,2.474788249707849,4.837857556940287,1.4941338021413881,Iris-versicolor
+84,5.401821971980731,3.0,4.5399936025747545,1.5251886298587207,Iris-versicolor
+85,6.324193007477539,3.3967153972015978,5.6296483319011195,2.3878033684486346,Iris-virginica
+86,6.706603680129741,3.2952952112793565,5.683001155781921,2.111291697194398,Iris-virginica
+87,5.4271595385321865,4.199999160331987,1.3456400198874139,0.19994694935488597,Iris-setosa
+88,6.038853188107109,2.200000276507918,5.019849593726968,1.5181751576804428,Iris-virginica
+89,6.009331822976374,2.7026832021946046,5.103876718007532,1.618688990731057,Iris-versicolor
+90,6.705666688921951,3.0,4.981940754890659,1.6955371381992204,Iris-versicolor
+91,6.575726073929377,3.0,5.716279915715915,2.133714357810869,Iris-virginica
+92,5.471651580443762,3.927082855756491,1.5940411853122516,0.38426213104589146,Iris-setosa
+93,5.981391108669241,3.0,5.118689477739185,1.8178881688412527,Iris-virginica
+94,5.00378894662927,3.2220361038425462,1.2000002499494171,0.2039635371247109,Iris-setosa
+95,5.475289076415932,4.199999101922002,1.3789606748602785,0.2000969180211852,Iris-setosa
+96,4.611046895595103,3.3883177440452217,1.3984802422983234,0.3330675422696129,Iris-setosa
+97,5.541365519267079,2.4981360748729613,3.8945797062491874,1.1283398022469782,Iris-versicolor
+98,5.468866664475854,4.199999135935015,1.3664283411018794,0.21229481463659683,Iris-setosa
+99,4.603881567501975,3.1610947196517216,1.4084435232180428,0.2019754158694998,Iris-setosa
+100,5.840243338263626,2.80186887790168,5.111830828590401,2.387996179348916,Iris-virginica
+101,5.64855897001632,2.713870069945126,4.245347911912568,1.290544601121377,Iris-versicolor
+102,6.334243580079743,2.4865833689495314,4.8999557615854785,1.494102379429119,Iris-versicolor
+103,5.977461128324033,2.704785171584478,5.060415363536114,1.576778597474134,Iris-versicolor
+104,5.449451781027921,4.199998969090111,1.3792641078765935,0.19357900017700647,Iris-setosa
+105,6.773180722202225,2.769747120947809,4.816200082706746,1.4046853205194632,Iris-versicolor
+106,6.484128350019914,3.3274785060286374,5.6778746983993615,2.350705371445129,Iris-virginica
+107,4.982569386795937,3.2260302704291353,1.2,0.2025478575651592,Iris-setosa
+108,4.896796713242351,3.1074394632666578,1.5230297118602862,0.10000011050076024,Iris-setosa
+109,6.774037258048459,3.2047351067976826,5.939384750900681,2.3153314445788293,Iris-virginica
+110,6.400490685228077,2.8741309284962315,4.28535682212279,1.2858571256350333,Iris-versicolor
+111,5.8136100800287736,2.8238999808853973,5.102931581007403,2.4046051172736056,Iris-virginica
+112,6.67406967483828,2.4725986605201706,5.737432125348103,1.8083049671639975,Iris-virginica
+113,6.026700804366023,3.2607921446058152,4.84057082000942,1.780523071007021,Iris-versicolor
+114,5.5496079313750455,2.4662637784745853,4.129996461721541,1.0797795118854685,Iris-versicolor
+115,5.444293810802885,2.361983248899549,3.7592953468714985,1.0867423544141004,Iris-versicolor
+116,7.744844127632563,2.526291216583028,6.9,2.3426110910139903,Iris-virginica
+117,6.094642406598351,2.5935247451202654,5.612700640924381,1.397776788095509,Iris-virginica
+118,5.230170289745941,3.7910294709678487,1.5473123464195173,0.5194639518825791,Iris-setosa
+119,4.793280434938733,3.0,1.4040255127426942,0.31580017655970916,Iris-setosa

iris/tab_ddpm/2/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/15/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.8866105008690415,3.0,1.3923297089785451,0.19490562410916726,Iris-setosa
+1,5.397640653001467,3.0,4.490475067087363,1.5456218999398337,Iris-versicolor
+2,6.8109624715473025,3.208188160313087,5.817175463418028,2.307954798037717,Iris-virginica
+3,6.044683391118405,2.986072567646674,4.337159518437567,1.4640505317107104,Iris-versicolor
+4,6.6283461403142425,3.282116845578591,5.686185751859324,2.4999995086067917,Iris-virginica
+5,6.084553589098996,2.58838539956578,5.550153227926144,1.403289867410714,Iris-virginica
+6,6.686159167874356,3.0,5.004593798830532,1.6904250490029271,Iris-versicolor
+7,5.416417294273621,2.37175821963025,3.8175973311807376,1.113765634581512,Iris-versicolor
+8,4.5943035523095626,3.4447105583651743,1.4047182264530982,0.540649094205629,Iris-setosa
+9,5.452006602662018,4.19999862587757,1.3540232888214347,0.21325477253058986,Iris-setosa
+10,4.954293903737049,2.4200116209286193,3.1556438568735707,0.9742503359478201,Iris-versicolor
+11,6.302155535995698,2.685089957996024,4.892832681526885,1.789824193491182,Iris-virginica
+12,6.014027099391549,2.2000003049002355,4.970471228184582,1.493783721430835,Iris-virginica
+13,5.38069656886376,3.0,4.481694008990307,1.493627889061743,Iris-versicolor
+14,4.9162160134383965,2.3891655579676216,3.3176664890351897,0.9178614441202513,Iris-versicolor
+15,5.0042794576229355,3.40101698307139,1.499860565315053,0.37274537899979737,Iris-setosa
+16,5.997138206445909,3.0,4.821401220668843,1.797774644218469,Iris-virginica
+17,7.89999851427336,3.7634690433535045,6.400664482054342,1.9942381546875543,Iris-virginica
+18,5.602522601017277,2.8102305141223747,3.952117434613951,1.3097867161386665,Iris-versicolor
+19,4.4,2.8855721476100573,1.4048162875255157,0.19307125118991725,Iris-setosa
+20,5.605081828011408,2.48511565165366,3.7638863069288777,1.108407398754546,Iris-versicolor
+21,4.9378738319711415,2.4166473376900135,3.3450406924660743,0.9811247513152563,Iris-versicolor
+22,5.349504907986526,3.851849872700344,1.5740856181841856,0.463132830376661,Iris-setosa
+23,5.769507617809371,2.614790069510569,5.071920345177091,1.922637048153913,Iris-virginica
+24,5.470425325034607,3.606395952381509,1.5011655795091252,0.20760524923091803,Iris-setosa
+25,5.976419506564736,2.9121984357958053,4.4256418679122085,1.4845014666432061,Iris-versicolor
+26,4.4,2.9079566438086557,1.394587719263197,0.19615655558312622,Iris-setosa
+27,6.419522196606621,2.90463030257768,4.300793459396558,1.2923019770547448,Iris-versicolor
+28,4.628856165172204,3.173879736353802,1.399759928564193,0.19430919090594626,Iris-setosa
+29,6.626697069452071,3.295419931370455,5.700004250729582,2.5,Iris-virginica
+30,5.995407785468982,3.0,4.850274663145682,1.8093576285300224,Iris-virginica
+31,5.084099093696311,3.799140923156621,1.6401413609409095,0.21434636771833435,Iris-setosa
+32,4.4,2.9089453246329984,1.398872956584948,0.19929443759780502,Iris-setosa
+33,6.762423171298351,3.2153307616689086,5.827419613513342,2.26671890924535,Iris-virginica
+34,5.830882479927156,3.0,5.099054409852896,1.7968890300119797,Iris-virginica
+35,5.584807144468493,2.7010846653219924,4.418334565585265,1.2519665844705241,Iris-versicolor
+36,7.899998993585879,3.7641954065807655,6.381469793697798,1.9717545748729097,Iris-virginica
+37,4.982125083639369,3.214347400446681,1.2,0.20301654816829065,Iris-setosa
+38,4.812243178537432,3.1041972755330427,1.4647758546330383,0.10000009929453743,Iris-setosa
+39,5.149484305551692,2.4892518761387388,3.467878616304268,1.14473060420061,Iris-versicolor
+40,5.488419053777862,2.5535558493028874,4.332234883658238,1.170723398586897,Iris-versicolor
+41,5.84440416891981,2.867818393430608,4.285413603250235,1.427326673988632,Iris-versicolor
+42,6.548698569265459,3.0,5.726374146914823,2.2035455686112013,Iris-virginica
+43,7.8999989755045466,3.805561513146479,6.427936403508909,2.022199553905397,Iris-virginica
+44,7.9,3.6824900512853525,6.41111961205013,2.0620053674558814,Iris-virginica
+45,5.873139057524128,3.2196784714638156,4.808230559089438,1.8007188699636114,Iris-versicolor
+46,7.899998829862967,3.811441784139864,6.482942124727378,1.9891826805034523,Iris-virginica
+47,4.608349883277109,3.4026291324716755,1.404482406259961,0.3506462347525423,Iris-setosa
+48,5.523754092136201,2.443989423759962,4.040761487512277,1.1102746770718506,Iris-versicolor
+49,5.467864080320391,3.417290761117092,1.497475514058583,0.44659460445987037,Iris-setosa
+50,6.573477465499482,3.3132102487709676,5.676789159148619,2.5,Iris-virginica
+51,5.993573947935248,2.2000002958214697,5.0050394760108805,1.471004840583367,Iris-virginica
+52,5.006948597992313,3.305783984845644,1.3990108483544317,0.1984332158923301,Iris-setosa
+53,6.153322003939815,2.6641656964301768,4.916315167152758,1.8115921876741452,Iris-virginica
+54,5.573506443924106,2.5116407074097364,3.8939994401931113,1.0985081718706513,Iris-versicolor
+55,6.7084384296906485,3.0,5.016163764565483,1.7333220667295328,Iris-versicolor
+56,6.098145183659692,2.7934848253006344,4.643388800884812,1.226754946915031,Iris-versicolor
+57,5.840157909140847,3.2233171085226076,4.84335012303297,1.7961806410757577,Iris-versicolor
+58,6.014177662057767,2.2,5.007000302475045,1.506785025460966,Iris-virginica
+59,5.85941613756659,3.0,5.089337503486714,1.8018894470266391,Iris-virginica
+60,6.792318078664597,3.0,5.505236750505555,2.093325726097055,Iris-virginica
+61,5.445991167724809,2.399444323518022,3.690847709864591,1.089044504626007,Iris-versicolor
+62,6.023814965697872,3.0,4.823384782386491,1.7998088170089865,Iris-virginica
+63,5.753269205713157,2.6148718144533922,5.068609426832996,1.913447317611392,Iris-virginica
+64,5.862123515696739,3.0,5.088552907926541,1.8135611474275388,Iris-virginica
+65,4.990011140935834,3.2073118616583094,1.200000193015611,0.1935206088185401,Iris-setosa
+66,5.1087138637590215,3.4785148670536277,1.4031610351408579,0.29453552028470736,Iris-setosa
+67,6.21704732563352,3.2900167672493605,4.7405324748309665,1.6401649037347592,Iris-versicolor
+68,6.320001356116396,2.7023876529281,4.842688192178731,1.7863658702652185,Iris-virginica
+69,6.140916179782287,2.6165335898106616,5.606717328273947,1.4060309489872849,Iris-virginica
+70,5.073834364266404,3.3925481716584684,1.4969411050061046,0.2069575096814549,Iris-setosa
+71,6.2442426162557805,3.4115146568918995,5.644128197442262,2.4068474846814376,Iris-virginica
+72,5.095089984845715,3.6910065091402404,1.6761876255063428,0.2972304457615814,Iris-setosa
+73,5.468995727174429,2.4125252331168987,3.723704716082121,1.1088306749553112,Iris-versicolor
+74,5.558508141219985,2.5603860096088757,4.141114292529209,1.1730310745548707,Iris-versicolor
+75,5.1052981042904735,3.3977707718265386,1.5399230664215007,0.20467492815790927,Iris-setosa
+76,6.7520081349578485,3.1195675224934907,5.83430592611741,2.2888610950086643,Iris-virginica
+77,5.719747480600644,3.7659405176049665,1.6938980539112813,0.4095736537533128,Iris-setosa
+78,5.921220035694342,2.7299078015274136,5.117062567298873,1.879209055383876,Iris-virginica
+79,5.783081363368595,2.642038571434971,5.057762373916986,1.8596638062030275,Iris-virginica
+80,4.900807078195698,2.4099501265558083,3.2788248216806717,1.0084267561866531,Iris-versicolor
+81,6.735751092939865,2.821322136503248,4.740083837955539,1.4152867685161876,Iris-versicolor
+82,7.9,3.8428058842037687,6.304782880665346,2.0277224121890773,Iris-virginica
+83,5.072023126175668,3.441325333378253,1.4216795186936884,0.31128708499887076,Iris-setosa
+84,5.457114976995388,3.9315200799517678,1.5671590178903292,0.4739155698541836,Iris-setosa
+85,6.075522928097883,2.79798825741835,4.659988581205171,1.1880853170653034,Iris-versicolor
+86,6.007642031962499,2.9132038246964056,4.4815557328812,1.4591163645328908,Iris-versicolor
+87,5.780866312496984,3.859483033189818,1.7635774693584296,0.3824017492458591,Iris-setosa
+88,5.883623662631612,3.0,5.103355249893198,1.8139415823784935,Iris-virginica
+89,5.54196115138341,3.836321356471121,1.616071637992323,0.40754342839965707,Iris-setosa
+90,6.303962835007427,3.298992378998856,4.67126829249165,1.5719110690215756,Iris-versicolor
+91,4.593804029930514,3.2092058781548807,1.394337006466927,0.19956598500871092,Iris-setosa
+92,5.4300146214024485,4.2,1.374002676751778,0.19523441517328183,Iris-setosa
+93,5.417015175651843,3.0,4.489896750783097,1.4282583420058976,Iris-versicolor
+94,6.866379949188643,3.205166895778291,5.883027067450298,2.3113406041754043,Iris-virginica
+95,5.855172721612788,3.2252541434299635,4.829322045111577,1.821463704920615,Iris-versicolor
+96,6.610337401444014,3.299201656763056,5.659639104219931,2.5,Iris-virginica
+97,5.593266625573262,2.677490810299425,4.272543525555287,1.2790335233785768,Iris-versicolor
+98,4.916516381167685,3.0,1.4029909166601582,0.18884266278637674,Iris-setosa
+99,4.61542865005991,3.213563140670037,1.39917274077827,0.202448268599769,Iris-setosa
+100,5.70790624944557,2.48545588396408,4.99374054596328,1.9898062624669188,Iris-virginica
+101,4.910138200743766,3.077856627217308,1.4862563578250338,0.1,Iris-setosa
+102,6.186899202574481,2.2,4.571937663016008,1.4484868092572234,Iris-versicolor
+103,5.319254046449727,3.386485899126742,1.499308963994773,0.4152555361827518,Iris-setosa
+104,4.9129084548507045,3.108592023848297,1.4851262512524463,0.1,Iris-setosa
+105,6.705290517417648,3.0,4.969274728133195,1.701361289411594,Iris-versicolor
+106,6.061324256064575,2.803514419735049,4.686170230212118,1.1658266329336904,Iris-versicolor
+107,5.901886288875886,3.2181791553418733,4.799788168969513,1.7988075208611596,Iris-versicolor
+108,6.779920496776909,2.802571072622333,4.730610203036643,1.3871327528650634,Iris-versicolor
+109,6.123553330843922,2.7901357527746713,4.69697239605829,1.1951508027759665,Iris-versicolor
+110,6.290113729689636,2.8893990815112383,5.59292041129692,1.8063437861895064,Iris-virginica
+111,5.541741807421371,2.6977740414436897,4.392075685699432,1.2657867949295483,Iris-versicolor
+112,5.738967058274702,2.6118014314124585,5.074401442925041,1.9248803716601786,Iris-virginica
+113,6.2658881597794815,3.402778251728489,5.6504313620448885,2.405573892581372,Iris-virginica
+114,4.4,2.8823268341487736,1.403870312319343,0.19351899944172601,Iris-setosa
+115,5.707125373117257,3.8164493374496686,1.8695874293440053,0.42105750843422474,Iris-setosa
+116,4.620547065183381,3.207796938180565,1.4049895810768294,0.20341662164708763,Iris-setosa
+117,6.894724725729068,3.210806773971513,5.864471511848108,2.302735484176327,Iris-virginica
+118,5.322598575505555,2.9637570562017386,4.378108738689803,1.4567935934196652,Iris-versicolor
+119,5.986418714595092,3.1905354355455784,4.788883148308626,1.794861412118009,Iris-versicolor

iris/tab_ddpm/2/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/16/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.085429568084581,2.4963663615933407,3.2041253158087515,1.1067483755165053,Iris-versicolor
+1,6.684762078760739,3.0,5.009621384279028,1.6750758420273937,Iris-versicolor
+2,5.667964132169379,3.8141459281531698,1.6036654677096636,0.3252850029670278,Iris-setosa
+3,5.048369455066322,3.4484197330440534,1.4866416489232677,0.42480539040589993,Iris-setosa
+4,6.916601315082262,3.1248446388411346,5.740081924419519,2.2518358904592404,Iris-virginica
+5,4.986522789285101,3.2061198179667585,1.2000003491374407,0.20017193114438578,Iris-setosa
+6,5.588339364532462,2.456656794297211,3.8335363654722006,1.0886062568468056,Iris-versicolor
+7,5.797974053938417,2.724799936322236,5.1066508235390735,1.9156305326079048,Iris-virginica
+8,5.103219974345809,3.6931536019859403,1.582744730665038,0.41724628671291975,Iris-setosa
+9,6.29934651197154,2.883702047216811,5.582409992799144,1.797184090715803,Iris-virginica
+10,6.108340908950576,2.587303340537899,5.555862423393055,1.400583520186374,Iris-virginica
+11,6.623740709773428,3.2939905877922446,5.748096373473555,2.4999995555472347,Iris-virginica
+12,6.092306758672469,3.0,4.574741774770347,1.3873478764041,Iris-versicolor
+13,5.934994873782023,3.0,5.096981091822301,1.7884938594390196,Iris-virginica
+14,6.4809800012232825,3.0,5.456265343229097,1.8042502108236078,Iris-virginica
+15,5.07309680447041,3.317281497435797,1.6998508730715394,0.4900796563567549,Iris-setosa
+16,6.274013443871547,2.671884811982487,4.9300427477422994,1.7999770208881785,Iris-virginica
+17,5.771678629001268,2.795106719738592,5.097311189109933,2.416851452629449,Iris-virginica
+18,5.470200489488263,4.2,1.382442260450008,0.21024826075313294,Iris-setosa
+19,5.241280997933656,2.7237738374088027,3.992889283472321,1.4208530476086205,Iris-versicolor
+20,7.736053479557622,2.580783554673786,6.899998401089478,2.3289276399960324,Iris-virginica
+21,6.6668223178671235,3.3217391611723794,5.6810452182182996,2.5,Iris-virginica
+22,5.285409165245315,3.8452815432229683,1.5826751481639807,0.46877103455741836,Iris-setosa
+23,4.991972640796855,3.2193575638652625,1.2000001983573205,0.20310167639662272,Iris-setosa
+24,5.4586542878581055,4.199998641335185,1.3716938370912466,0.2024907368109153,Iris-setosa
+25,5.819161549876657,2.8156178795010565,5.112789009685214,2.378758790527621,Iris-virginica
+26,4.586498627148378,3.3981170765151822,1.405805835125252,0.36099927230853557,Iris-setosa
+27,5.394614563336402,3.504129636064349,1.616496897106236,0.2012690330119566,Iris-setosa
+28,5.3782123194856055,3.0,4.447148558583407,1.4465912232852494,Iris-versicolor
+29,6.786766538216147,3.0,5.607287202291083,2.1223143293822306,Iris-virginica
+30,5.730861177191713,3.8451545075649096,1.7348864466989244,0.3385504909446258,Iris-setosa
+31,5.820947796073685,3.2081635953936463,4.831286617315831,1.8051293488631408,Iris-versicolor
+32,5.625342885686014,3.7091760336896913,1.7515885242082425,0.40965637491092505,Iris-setosa
+33,5.768159625105536,3.0,4.303054245076208,1.507729835236771,Iris-versicolor
+34,5.01789509466539,3.3134214394384687,1.4041113743322273,0.19885378942738746,Iris-setosa
+35,5.419839726580357,3.0,4.539475647587222,1.5038412788660767,Iris-versicolor
+36,5.682544785864331,3.8146809168460494,1.517984553739785,0.2981452934101304,Iris-setosa
+37,6.718147574650203,3.0,4.960023208985301,1.7219075929853171,Iris-versicolor
+38,5.9413005543988975,3.0,4.205436660134528,1.4277747473166673,Iris-versicolor
+39,6.0154704624295325,2.731955418821389,5.0990647520443115,1.5999039109117674,Iris-versicolor
+40,6.897734098210944,3.2086539752318535,5.723229892732448,2.301304203079496,Iris-virginica
+41,5.029510087511722,3.381003400754736,1.6436174588574772,0.31648592986474816,Iris-setosa
+42,7.756651690094751,2.5543801909517434,6.9,2.346186020766184,Iris-virginica
+43,5.213061421951483,3.759390844331769,1.4919161763276563,0.2026462076056812,Iris-setosa
+44,5.36289215477384,3.399105692268158,1.495719592990468,0.4252202421923619,Iris-setosa
+45,6.644210582245743,3.3042484178379428,5.7348041764177475,2.499999497388798,Iris-virginica
+46,4.577284790208245,3.4070221524636817,1.3912570671668352,0.29352818733108493,Iris-setosa
+47,6.237753501033612,2.558653298881257,4.914594047159622,1.4906421390530726,Iris-versicolor
+48,4.8846104869979445,3.0921705099014156,1.4953687021374102,0.1,Iris-setosa
+49,5.00383216115626,3.1928864659787477,1.2000002199575157,0.20142510917044193,Iris-setosa
+50,5.888070954863678,3.20239610692136,4.761542946021278,1.8018211271661277,Iris-versicolor
+51,5.98266772390813,2.2,5.000129170929211,1.5163918377532877,Iris-virginica
+52,4.922072527758582,2.412678671222977,3.2886618496217377,1.0047061222084508,Iris-versicolor
+53,5.652897682786956,2.5114999659487665,3.8332409828083325,1.0710428443113944,Iris-versicolor
+54,5.480335369783095,4.199999279723112,1.3992134755752443,0.2032550229357478,Iris-setosa
+55,5.60437861418721,3.0,4.585566506575016,1.610144953971581,Iris-versicolor
+56,5.506892976344328,4.199998827297345,1.3750593185910653,0.2174519282873794,Iris-setosa
+57,5.16197735809733,3.780589025539472,1.6160667521407734,0.20312403498071213,Iris-setosa
+58,5.392921446737284,3.0,4.50663048533293,1.4519611023124588,Iris-versicolor
+59,6.177898023371383,2.6213023004406635,5.016153421830054,1.5560809457000822,Iris-versicolor
+60,5.939924297934338,3.125574785505508,4.721239934497373,1.7719658107338687,Iris-versicolor
+61,6.090124127502566,2.8169127434448877,4.635972285944077,1.2154703264462325,Iris-versicolor
+62,5.5483817539591,2.6974458274344006,4.249399512529833,1.2614911641263546,Iris-versicolor
+63,5.874287397844455,3.204486950481152,4.806645717440155,1.798416026285791,Iris-versicolor
+64,5.081986634944843,3.3034672303064827,1.6066763822986045,0.5834762632886545,Iris-setosa
+65,5.728058520527254,3.8155949176669974,1.581418744183183,0.35801840293429926,Iris-setosa
+66,5.501848410906132,2.3819920588798493,3.7651565375334544,1.1153449010407404,Iris-versicolor
+67,5.000673750281324,3.2234095085979333,1.2000002145846174,0.19860242560879648,Iris-setosa
+68,6.63450482148052,3.334356665358174,5.609667637903481,2.5,Iris-virginica
+69,4.592288518423668,3.4321818536302278,1.4079032956815865,0.44889185653223734,Iris-setosa
+70,6.861894103845665,3.1129882845729857,5.102828712123791,2.3130246732307214,Iris-virginica
+71,5.451354814622339,3.909107346446413,1.5916677862655313,0.4609228793015331,Iris-setosa
+72,6.653972072780916,3.2778588528159647,5.779706378430139,2.1113009787465162,Iris-virginica
+73,5.826119797321113,3.1895064434849383,4.776672171031086,1.7834744367844897,Iris-versicolor
+74,6.210162683932355,2.2,4.549135973828957,1.5120701057356285,Iris-versicolor
+75,5.605694904160732,2.4868477086939227,3.880762497558715,1.0670066499360242,Iris-versicolor
+76,5.181794249835704,3.324410354894464,1.5838848724612475,0.4473731674895596,Iris-setosa
+77,4.910849629680551,3.0,1.4017577654597393,0.20118119170041104,Iris-setosa
+78,6.087950076712183,2.5890487210216913,5.566560904264377,1.368437411373265,Iris-virginica
+79,5.394303699452148,3.0,4.460467970466846,1.4850985665203613,Iris-versicolor
+80,6.3266475608019554,2.9127875103000074,5.540693286077759,1.7973393281424561,Iris-virginica
+81,5.415559526424705,3.0,4.533373001923593,1.5263773201251998,Iris-versicolor
+82,5.6522005364330346,2.4600583375045506,4.973611748932642,1.9815414227177486,Iris-virginica
+83,5.853813226382265,3.2053789714288508,4.821083882631275,1.8028654877757864,Iris-versicolor
+84,5.094048585112394,3.2909148024345702,1.6406846116689746,0.4677853154013336,Iris-setosa
+85,6.060741785739746,2.5710746560591247,5.587725346487048,1.4331074830075416,Iris-virginica
+86,5.39548590359334,3.0,4.478120963280276,1.4948272299953562,Iris-versicolor
+87,5.984312199596231,2.7282404049594997,5.097933745477488,1.6061518884656028,Iris-versicolor
+88,6.674663909057912,3.2889467756962576,5.794596662790231,2.5,Iris-virginica
+89,7.143746124919818,3.0,5.919466420191113,2.0916831456100127,Iris-virginica
+90,4.6020002478288005,3.205511019277523,1.406388878297951,0.2026614631063241,Iris-setosa
+91,5.019643084204442,3.4043563509490227,1.6354054081434213,0.3669319029954731,Iris-setosa
+92,5.636727608366621,2.8248883398357636,4.034223074249286,1.3000234505543944,Iris-versicolor
+93,6.814527266424487,3.091120471227392,5.089787844357462,2.280194950820843,Iris-virginica
+94,5.433268420893142,3.470137068164198,1.4952862795946342,0.406677790895031,Iris-setosa
+95,5.124347461263605,3.8229644077234894,1.4954385950186508,0.20279023940825341,Iris-setosa
+96,6.332985269994477,2.6728313090728384,4.862519982647151,1.791243347421134,Iris-virginica
+97,6.3572425911570765,2.875943187358253,4.369959182379603,1.2620220887759899,Iris-versicolor
+98,5.508672069430029,2.399443157204168,3.808032984209996,1.09728870421488,Iris-versicolor
+99,5.7252885952428345,2.4717465891757495,5.003043223627616,2.0018893290372906,Iris-virginica
+100,5.777487310425654,2.6833243936033524,5.101984023894647,1.930015598136122,Iris-virginica
+101,6.1522445667839945,2.5917887182467276,5.587239176641589,1.387411577005491,Iris-virginica
+102,5.468940807047046,4.19999782287299,1.3575981925011016,0.21374741630029973,Iris-setosa
+103,6.76674662057078,2.5466592552634735,5.906279037732857,1.8060251990734597,Iris-virginica
+104,6.555290154507743,3.2042141944572844,5.119869827808062,2.0461559945584944,Iris-virginica
+105,6.620705617083885,3.3027209867788505,5.595519392535014,2.499998031470047,Iris-virginica
+106,5.402989708754853,3.0,4.542229011831438,1.5621623437491654,Iris-versicolor
+107,6.30570013774557,3.4031124303280187,5.607995660462484,2.409179975116064,Iris-virginica
+108,5.434571040554366,3.0,4.528361053104505,1.5029096191961837,Iris-versicolor
+109,4.911831966560615,2.3852703754385858,3.3202289819378197,1.0617063142547822,Iris-versicolor
+110,5.6817621375925125,2.4621091509894404,5.000976102986808,1.9860349349544135,Iris-virginica
+111,4.572655698813148,3.403890001083411,1.4017949683590691,0.29271547424332817,Iris-setosa
+112,6.670536586494739,3.304690548744051,5.7106342135302315,2.110535272384634,Iris-virginica
+113,5.854694796751871,3.215399805862276,4.798912045121233,1.8098300318428215,Iris-versicolor
+114,5.836709373848627,3.2010321323802824,4.816683901486945,1.7959599508258657,Iris-versicolor
+115,5.591466593663901,3.7134461652098207,1.8535173514585979,0.4137614152961857,Iris-setosa
+116,5.757373741130769,2.639878831246358,5.0749504442089926,1.8968207785742137,Iris-virginica
+117,5.547773436393678,3.0,4.401203699356122,1.478517218821024,Iris-versicolor
+118,6.687072307319892,3.3058749693189,5.700067714759419,2.5,Iris-virginica
+119,6.3124778794695935,3.3936881623545316,5.595780047705499,2.3795558977545483,Iris-virginica

iris/tab_ddpm/2/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/17/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7847651139274907,6.344981235244761,2.0255262909554266,Iris-virginica
+1,5.11979246474552,3.3984133560583873,1.496511548397043,0.1987022182432793,Iris-setosa
+2,5.2406815058223915,2.7174209101259668,4.108877596884947,1.3863795882471825,Iris-versicolor
+3,6.327423701825421,3.296686932389963,4.688396894010967,1.5616091817583269,Iris-versicolor
+4,5.057369785440372,2.4765862500834643,3.077536294005335,1.0969273504902861,Iris-versicolor
+5,4.9990756113795145,3.2936818719560645,1.3858860294105435,0.20331240897155464,Iris-setosa
+6,5.675221294337346,3.8396886667044487,1.5660040890679827,0.31487633268018556,Iris-setosa
+7,5.174591170156931,3.3993203998922152,1.644409737595602,0.1986246572905155,Iris-setosa
+8,4.6199580686356585,3.2125826461547966,1.4030121466942957,0.19976549339626648,Iris-setosa
+9,6.52611757401333,3.1863063981599997,5.107688028848324,1.997839616167114,Iris-virginica
+10,6.490946002442449,3.363072422507843,5.671037909561335,2.3844527809815315,Iris-virginica
+11,5.42862042502704,3.4091005539356125,1.5961318993018245,0.2553911174923559,Iris-setosa
+12,6.7896133407508525,3.0331738792352825,5.126495841945977,2.229796054259548,Iris-virginica
+13,5.52191461507285,3.0,4.297969357941765,1.3549527814468534,Iris-versicolor
+14,5.52042760668979,2.4041486831041947,3.7514525884503076,1.105703140017921,Iris-versicolor
+15,6.539780899079723,3.0,5.824864712776367,2.248096682471544,Iris-virginica
+16,7.166778526602005,3.0,6.021181081537747,2.051299493201756,Iris-virginica
+17,6.269931563767387,2.523590241801978,4.850101944877242,1.4826355966829383,Iris-versicolor
+18,6.365580417318621,3.3654083337160627,5.622106154550268,2.3669092134727046,Iris-virginica
+19,7.0880867046472416,3.0,5.761537750233931,2.191598375019565,Iris-virginica
+20,5.714914014774636,2.4602230719793323,5.002944223834907,1.9831286364861842,Iris-virginica
+21,6.669692281689585,3.318606129758673,5.660584457678611,2.4999996417381163,Iris-virginica
+22,6.648902060623872,3.3007126162114804,5.6537262853230335,2.4999995469765133,Iris-virginica
+23,5.456392522235324,3.9187121209260103,1.5759986181834604,0.38892090033932275,Iris-setosa
+24,4.730104663734261,3.236081617714559,1.4009221420925306,0.20022296789080643,Iris-setosa
+25,6.424511993310976,2.908618306305664,4.309251527112962,1.3038817082381537,Iris-versicolor
+26,5.449182237810438,3.4553455212135042,1.4937806192895096,0.4155624947504962,Iris-setosa
+27,5.274825823619015,3.7147649259611284,1.498389229563931,0.20221506832424915,Iris-setosa
+28,6.486057269948925,3.0,5.77880122278108,2.2038739627826986,Iris-virginica
+29,7.734841807140253,2.6073858185828667,6.9,2.323052827160198,Iris-virginica
+30,6.027802130357178,2.200000328756487,4.97574586172008,1.4842868026060787,Iris-virginica
+31,6.608794294015258,3.3179142351328204,5.7264245192941585,2.5,Iris-virginica
+32,5.889617199265815,3.2071143122121613,4.808695095220596,1.8033316832203665,Iris-versicolor
+33,6.307241860011564,2.5106613598313117,4.914528992525056,1.5199672409083893,Iris-versicolor
+34,5.860827500061783,3.0,4.25631156883464,1.4659949561852839,Iris-versicolor
+35,5.4974155304955685,2.5796771483014154,4.404421180242874,1.1810029255221983,Iris-versicolor
+36,6.395245033053186,3.3665216845794297,5.524069734265585,2.3617928332936144,Iris-virginica
+37,6.001648036571784,3.2153637024444333,4.810055309242605,1.7768488326709504,Iris-versicolor
+38,4.602638259065884,3.404583965634603,1.4062358058591715,0.3047510135999075,Iris-setosa
+39,5.392384929549547,3.0,4.488386923493667,1.4880315171903888,Iris-versicolor
+40,5.120434202748492,3.40033131148271,1.686154869061274,0.20679230579660962,Iris-setosa
+41,5.90384431935836,3.0,5.102344945760288,1.807376790078157,Iris-virginica
+42,6.336815958381777,3.3861497602337196,5.597293052689219,2.386760355823357,Iris-virginica
+43,4.626099708467323,3.403799416687881,1.404975352206421,0.2869414192250837,Iris-setosa
+44,6.507879596686326,3.0,5.460102613918885,1.815502298869881,Iris-virginica
+45,5.205447632787565,3.7959847572529783,1.5710401470119963,0.3750414070662311,Iris-setosa
+46,5.7235685135941985,2.7373855449544093,4.489255065247919,1.1975660757947055,Iris-versicolor
+47,4.814642491366951,3.0,1.401752079799218,0.25679369542501296,Iris-setosa
+48,4.620736442299018,3.210693126111891,1.404765436375491,0.20265371103462734,Iris-setosa
+49,6.251824268836575,3.279031586411687,4.7140960246299635,1.6368846555375844,Iris-versicolor
+50,5.730871944709185,2.493455379594435,5.013946907208002,1.9741639159629305,Iris-virginica
+51,5.05113059320534,3.351533033759299,1.4733106240723814,0.20271164841262523,Iris-setosa
+52,5.330083915776243,3.8555750320811546,1.7967492041610313,0.4281071518090872,Iris-setosa
+53,5.017649858282494,3.2037078943553277,1.2,0.20314906729345428,Iris-setosa
+54,6.175017904394167,2.2000003001730835,4.545864441190243,1.5075907245334488,Iris-versicolor
+55,5.574546048588122,2.961648306170975,3.8209768371238564,1.3040455288778814,Iris-versicolor
+56,6.814949348944703,2.78969021558914,4.721198190115828,1.3845394343908701,Iris-versicolor
+57,5.621830186984474,2.9002119846703907,3.7382098381729687,1.3193339064971086,Iris-versicolor
+58,4.992174242405049,3.221172727715909,1.2,0.19639206495752048,Iris-setosa
+59,5.261058023751145,3.9016578655261926,1.7311391929194628,0.4133101731858031,Iris-setosa
+60,6.82783020271627,2.7989141439948924,4.782035905653389,1.3816570857256993,Iris-versicolor
+61,6.045582116011924,2.889493263743935,4.534636555175881,1.4072553626219078,Iris-versicolor
+62,5.564533251408781,3.574081360468427,1.6672157084790162,0.22572888611505493,Iris-setosa
+63,6.657638213423295,3.3087718574851723,5.692427979001506,2.5,Iris-virginica
+64,4.904327461982557,3.0,1.4009528630746828,0.20227469426646474,Iris-setosa
+65,4.804847164151119,3.0,1.405157004229852,0.10000010356568702,Iris-setosa
+66,4.4,2.8987288701422003,1.4030877578213534,0.20052964453392366,Iris-setosa
+67,6.41786327777587,2.8786492249691835,4.348975154099871,1.3193225646652653,Iris-versicolor
+68,6.835988873026341,3.1786988198709025,5.847522140222045,2.3069365663958354,Iris-virginica
+69,5.346393689017433,3.893358636927035,1.5057177265896649,0.41719820596113555,Iris-setosa
+70,6.331155296328202,2.6957716201241007,4.969101121473143,1.8034515648703184,Iris-virginica
+71,6.699514782446351,3.0,4.994687931183449,1.7104597477901364,Iris-versicolor
+72,6.665425365564145,2.4883848292978774,5.800608018232733,1.7865714631048775,Iris-virginica
+73,6.420648383129467,2.901454127466566,4.364004292018634,1.3119242160197875,Iris-versicolor
+74,5.696157825864106,2.518871650279321,5.003319821004648,2.005033229454934,Iris-virginica
+75,5.955958258055788,2.200000287263884,5.033906799798781,1.484095138183252,Iris-virginica
+76,6.895922951009787,3.200537488431119,5.68281962446145,2.296812876328573,Iris-virginica
+77,7.174318006833412,3.0,5.973647951202429,2.073136365460673,Iris-virginica
+78,5.104096916818054,3.434052040560414,1.3997573178866927,0.29334496042513836,Iris-setosa
+79,5.968222199305388,3.0,4.85450586653814,1.793534954455241,Iris-virginica
+80,6.306461442179336,2.3064366875536315,4.439024886727051,1.2725821476345087,Iris-versicolor
+81,4.400000617055501,2.8823063803680338,1.3764970059745911,0.1959211309003844,Iris-setosa
+82,5.987788150606638,3.0,4.8112432756720525,1.8041936478163414,Iris-virginica
+83,5.7100003584075525,2.574349739807299,5.077042546212837,1.9563188544976913,Iris-virginica
+84,5.495753106007094,2.6214747788633184,4.4182806591780945,1.2337178124558312,Iris-versicolor
+85,5.436011299998365,2.6008528850220722,4.388284030899325,1.203040140698658,Iris-versicolor
+86,5.374852870670013,3.899058352360445,1.5100398919850941,0.2724617309375982,Iris-setosa
+87,5.8809201531522755,3.0,5.043375128029683,1.8151937455633964,Iris-virginica
+88,6.54561615020748,3.1773304571172036,5.130873350416785,1.9969894999935784,Iris-virginica
+89,4.86850977971587,3.0884933922118347,1.5184057638682193,0.10000009089506258,Iris-setosa
+90,5.534208214791321,2.531219560421777,4.075048172801887,1.1514273622674045,Iris-versicolor
+91,6.3167787323758855,2.8581988699516914,4.426426723913138,1.3226950200761578,Iris-versicolor
+92,5.147134415299521,3.403260424296613,1.5497200745665558,0.1975696850158547,Iris-setosa
+93,4.400000575136118,2.887921881071717,1.4014810626594254,0.19218352202661704,Iris-setosa
+94,5.439020706226961,4.199999005344429,1.3684254145183068,0.20441255622660967,Iris-setosa
+95,5.071920228009941,2.4778529398071587,3.2033933379903923,1.0787498533003814,Iris-versicolor
+96,6.083102149843334,2.7950191215549416,4.652846014104346,1.1799572335411503,Iris-versicolor
+97,4.500730897824082,2.2907484544412493,1.304302257096526,0.2976842431963949,Iris-setosa
+98,5.627128484462857,3.0,4.09420948430188,1.2884332365739473,Iris-versicolor
+99,4.474603749522854,2.2900230536688584,1.303719965306457,0.2879724516301052,Iris-setosa
+100,4.889069743449615,3.126506104079403,1.490558144862702,0.10000009119985344,Iris-setosa
+101,5.9945667624572465,2.2000003033887023,4.972645654579181,1.4816404951656503,Iris-virginica
+102,6.592669294713306,3.3048074285577957,5.6462950358857675,2.5,Iris-virginica
+103,6.3012718733874085,2.908508118118905,5.5813012668674915,1.8171433712794796,Iris-virginica
+104,5.788485598856521,2.6834690336338203,5.089227055644103,1.9035128653485534,Iris-virginica
+105,5.527192007047798,2.6366314799882162,4.368522490105499,1.2017700638816389,Iris-versicolor
+106,5.5938384252111675,3.0,4.055190710475191,1.295216357319617,Iris-versicolor
+107,6.2904066471831195,2.6973810793969597,4.925779792242226,1.8082114793421724,Iris-virginica
+108,5.688853606932839,3.825273778410646,1.707379669905105,0.37483918348172307,Iris-setosa
+109,6.929499925087673,3.2048589515112624,5.824743523592994,2.3240036246802407,Iris-virginica
+110,4.4,2.9084605533669907,1.4019274677621187,0.19710460164755433,Iris-setosa
+111,5.7244961793592335,2.516668630624986,5.024847454195565,1.974883111079585,Iris-virginica
+112,4.888302859927307,3.0276011837128913,1.4785052365213673,0.1,Iris-setosa
+113,5.970957914750176,3.0,4.803521094368433,1.8054006141155474,Iris-virginica
+114,6.670740115677011,2.4639012267194853,5.654776728499395,1.7916334187135292,Iris-virginica
+115,6.20559808156414,2.749094796588419,5.209800306571078,1.8367184569486883,Iris-virginica
+116,5.614778513249567,2.6357042487005224,4.400518157641435,1.2217447354375697,Iris-versicolor
+117,4.59378562576362,3.3982760791982396,1.4061358839085636,0.325837349404778,Iris-setosa
+118,7.70869768882657,2.5589143560078926,6.9,2.322742527694461,Iris-virginica
+119,5.114776519706353,3.3969355990928456,1.4968286119193162,0.1993177587798185,Iris-setosa

iris/tab_ddpm/2/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/18/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.6973274920855514,3.3146355966170185,5.7094915722045565,2.499999504784464,Iris-virginica
+1,5.4527509280502064,4.199999136413666,1.340785928060467,0.2108424218469138,Iris-setosa
+2,6.135411189388549,2.568125227594768,5.551657445410913,1.3924750497085052,Iris-virginica
+3,7.702241484669387,2.5698692731744095,6.9,2.3117790018360393,Iris-virginica
+4,7.689949319365502,2.59000209276729,6.9,2.319445667941793,Iris-virginica
+5,6.356957426362131,2.7168996185210585,5.126140676747711,1.876281468860681,Iris-virginica
+6,4.998801546161618,3.3922530315257164,1.7444542117973534,0.4102421660694631,Iris-setosa
+7,6.386283808921794,2.980190858178911,5.5188649301286645,1.8006668392908909,Iris-virginica
+8,7.1651588838912845,3.0,6.064858258128143,2.0609962516183504,Iris-virginica
+9,6.401193366530241,2.6619299417503424,5.32287546200769,1.8808673184205837,Iris-virginica
+10,4.903628152833408,3.1007435410983475,1.6768649680019112,0.10000009332525397,Iris-setosa
+11,6.274672735099706,3.290399999286416,4.6963570947071664,1.6613530082933388,Iris-versicolor
+12,4.902947787779252,3.0720430712985554,1.4840173656196725,0.10000010890593626,Iris-setosa
+13,6.05282846514277,2.6891542352688393,5.0971609110306675,1.5781995688174355,Iris-versicolor
+14,7.324370985457595,2.91478957865229,6.300380081598465,1.811936801408803,Iris-virginica
+15,5.6384533757733495,3.8138140090713883,1.4989189617104786,0.3524173509868547,Iris-setosa
+16,6.082781700429562,2.9995278415445457,4.549834757499821,1.4087146626084015,Iris-versicolor
+17,5.658987439935973,2.502216527270626,5.003975386969058,1.9927100251956082,Iris-virginica
+18,6.4075557006174595,2.8818797419079663,4.3617100831930955,1.2979102192763723,Iris-versicolor
+19,7.899998883968527,3.784135584581165,6.363363349539805,2.0124345341986687,Iris-virginica
+20,6.220611304345186,2.6772628176162026,5.112226317805921,1.8642583835114885,Iris-virginica
+21,6.066330392881373,2.576478920007616,5.592277301839832,1.401932325780649,Iris-virginica
+22,5.479886110300006,4.1999988111091175,1.386258804584962,0.20522142296449236,Iris-setosa
+23,5.0068912609719955,3.301179735129986,1.400809843254794,0.19724406253959959,Iris-setosa
+24,7.708321077226719,2.5845300823289943,6.9,2.288076522827461,Iris-virginica
+25,6.013291566307042,2.200000313487525,4.937194465660095,1.5007161474990125,Iris-virginica
+26,5.800038998438768,2.8014769108177076,5.099595959711236,2.3934269163601374,Iris-virginica
+27,5.6166627277665695,2.708323790686535,4.441782694567758,1.2638368455069058,Iris-versicolor
+28,5.587451833593727,2.646839893382522,4.289514569487845,1.2426068473656062,Iris-versicolor
+29,6.633669300929928,3.321900367339052,5.690219467303895,2.5,Iris-virginica
+30,6.274237481861856,3.4000688389423126,5.551647800684249,2.410585224493723,Iris-virginica
+31,7.675387849038835,2.58611234320389,6.899998837211351,2.288873877543494,Iris-virginica
+32,6.0010445555088,2.2000003108798896,5.003148884999573,1.4860770264080558,Iris-virginica
+33,5.119855829955719,3.509538547714186,1.4763201118675968,0.20409545144835325,Iris-setosa
+34,6.944738387029855,3.1254477821361113,5.125960235605355,2.3046180892591073,Iris-virginica
+35,5.069424832407147,2.4779713970530337,2.9656984713282366,1.0823997798438294,Iris-versicolor
+36,6.818232141892019,3.0155741246908994,5.215394787367963,2.2311977307842485,Iris-virginica
+37,5.102412580200183,3.4827568985252313,1.4007236153613005,0.29693911692314273,Iris-setosa
+38,6.671077262518677,3.3055900965028018,5.748558634940956,2.5,Iris-virginica
+39,5.444436314417524,3.8964650343047262,1.6215130652884655,0.37596788024510086,Iris-setosa
+40,6.232981063867649,2.528883160618496,5.001591040335025,1.5328200531571863,Iris-versicolor
+41,6.288050272458355,3.3925052175447514,5.631662724808416,2.3996436686730838,Iris-virginica
+42,4.61341991454001,3.3984677684842954,1.4027608369264741,0.29544896330205994,Iris-setosa
+43,5.897364660908092,3.2093582875720137,4.7928107528731285,1.8047287991214254,Iris-versicolor
+44,6.502024644825413,3.1973250668586153,5.113115539625565,1.9976803258660691,Iris-virginica
+45,5.294542106461815,3.4468016315115446,1.610440253446749,0.20031009879622444,Iris-setosa
+46,5.126071061183757,3.305654947442833,1.9071881503673669,0.48373879419345034,Iris-setosa
+47,5.578432430006956,3.636000578826099,1.600809245229664,0.31891102569297164,Iris-setosa
+48,4.613175860044374,3.397866066436729,1.4072632468885333,0.3279513071456005,Iris-setosa
+49,5.7352747654409555,2.761833296619497,4.3708395586414595,1.2731975943931793,Iris-versicolor
+50,6.383529059964028,2.7319391151827754,5.094405800221514,1.9996821637138718,Iris-virginica
+51,6.833779930145477,3.0,5.506443526498881,2.0809369539071523,Iris-virginica
+52,5.53297488180328,3.5378467925836095,1.617754116658886,0.4714243579720515,Iris-setosa
+53,5.846777174153178,3.2075894849451587,4.770376904988654,1.7989927420216991,Iris-versicolor
+54,6.823354509526947,2.7701890657133443,4.780453000004352,1.3730388388454,Iris-versicolor
+55,6.679593676208865,2.50743447688553,5.677147642978489,1.7967674472849051,Iris-virginica
+56,4.609115430404436,3.313827686014319,1.4017748578460518,0.26449014022066597,Iris-setosa
+57,6.019221437028442,2.83977568733043,4.5858601824104674,1.3925433099403888,Iris-versicolor
+58,5.53986985093652,2.566079951254674,4.3493419309310815,1.1955302037064364,Iris-versicolor
+59,4.989566687062875,3.3911057382374246,1.7125093452107412,0.3822167872206815,Iris-setosa
+60,6.405106627019895,2.8897815058710377,4.304920380364798,1.2926203339667253,Iris-versicolor
+61,7.9,3.8198134335981346,6.423080267831851,2.05463726864275,Iris-virginica
+62,6.274420882384234,3.3044397260138854,4.744661222037097,1.6459945134002933,Iris-versicolor
+63,5.103117925131033,3.6622818729911213,1.4955247534724811,0.3700134704393381,Iris-setosa
+64,7.076178486111107,3.0,5.835403937709014,2.1099417670036216,Iris-virginica
+65,7.12103290101773,3.0,5.897876253911212,2.10720929602155,Iris-virginica
+66,4.959961687709818,2.4117132761996896,3.2293656227061844,0.9454570632992081,Iris-versicolor
+67,5.089751501786574,3.4334365369317656,1.4001313905360664,0.2983572082928294,Iris-setosa
+68,5.871980478095217,3.2191285988000007,4.822192158388697,1.8198003961614322,Iris-versicolor
+69,5.922549159135715,2.8732973108732756,4.551928592015636,1.43600905926391,Iris-versicolor
+70,6.9334214937768825,3.121710917250933,5.094060189948005,2.3064858650023727,Iris-virginica
+71,5.69640148965683,2.4405280503017353,4.981655983331172,1.9950668527832787,Iris-virginica
+72,5.418974901741329,4.2,1.3696459420219487,0.2070671164848238,Iris-setosa
+73,7.159457605110853,3.0,5.945947869146126,2.0963418513797896,Iris-virginica
+74,6.723443428843492,2.483648892759609,5.690055849080428,1.801289703026149,Iris-virginica
+75,4.899732882631161,2.397167356269291,3.246019771216531,0.9793874712501323,Iris-versicolor
+76,5.64029761510363,3.0,4.2577677869334325,1.3507146472069802,Iris-versicolor
+77,6.123499362459994,2.590414491827055,5.537605085634102,1.4179139198064385,Iris-virginica
+78,5.3809491398799,3.0,4.470223531302205,1.4913984608096627,Iris-versicolor
+79,5.795206280916063,2.8273910825443735,4.413618192116914,1.3466905396692666,Iris-versicolor
+80,5.807822680143278,2.798775244673928,5.099462526426267,2.40345305997807,Iris-virginica
+81,6.077804158888751,3.0,4.572124047490728,1.4028529429999794,Iris-versicolor
+82,5.471965716329684,4.199998730670073,1.380175811187733,0.21237334907708783,Iris-setosa
+83,5.002867469377306,2.4529128260683786,3.033835427745002,1.052274304286288,Iris-versicolor
+84,5.997194172029233,2.8870089712912854,4.54301404012996,1.459103480637577,Iris-versicolor
+85,5.415591970282882,3.9081920674734594,1.6882061766473184,0.42560166598606086,Iris-setosa
+86,5.278995416463839,3.7807389789353465,1.5899894605309899,0.2055967048842141,Iris-setosa
+87,5.827906146025139,2.817179974211114,5.112616635110248,2.3994577740947625,Iris-virginica
+88,5.854257141708868,3.206982703255362,4.766925803540403,1.8165681457941745,Iris-versicolor
+89,5.607106982836775,2.4755412314813827,3.8828375288435653,1.0968985979845114,Iris-versicolor
+90,6.5444335938506795,3.337197696130956,5.660633958302308,2.4999689560140466,Iris-virginica
+91,5.1304084996272605,3.801458988272386,1.5618866615953368,0.4400878328307292,Iris-setosa
+92,5.886341029481915,3.208958051374192,4.818039114572195,1.7997086953879469,Iris-versicolor
+93,5.596399267230638,2.660576515327308,4.276030241813097,1.258432152523207,Iris-versicolor
+94,6.310895543393669,3.4092453143592962,5.563236336070391,2.408036414037475,Iris-virginica
+95,6.280627558182268,3.305054928712227,4.674666726223338,1.5971745854340054,Iris-versicolor
+96,7.676160492587107,2.5952235024273116,6.8999989089353635,2.3050948695187055,Iris-virginica
+97,4.775142815080535,3.0,1.4003784272292181,0.10000010176910004,Iris-setosa
+98,5.534913298345925,2.4360537838348115,3.782267923048896,1.1041322230318507,Iris-versicolor
+99,4.875480987285945,3.093993283397937,1.5430746533071658,0.1000000938826501,Iris-setosa
+100,5.12540442644168,3.524883932069603,1.400851085781909,0.29810801972215123,Iris-setosa
+101,5.9819122029170915,2.7153496179260794,5.085878105324294,1.622606133278689,Iris-versicolor
+102,5.467621939960081,4.2,1.4007786244435099,0.20390590969774644,Iris-setosa
+103,6.09525641251133,2.585694253947794,5.544303847261467,1.3796264395480122,Iris-virginica
+104,5.556111829344417,4.2,1.375516348288874,0.20977816493602497,Iris-setosa
+105,5.833667806886874,3.21736512021458,4.737070588814369,1.8079237887025679,Iris-versicolor
+106,5.367890860927848,3.9146396331093847,1.6644940155299386,0.4376875503400653,Iris-setosa
+107,6.99982838970007,3.0799845400900736,5.892970615005475,2.173324274775681,Iris-virginica
+108,6.325873871603605,2.8986324805947894,5.584933803925305,1.8020580272910198,Iris-virginica
+109,6.2743072299756175,2.4977704201614173,4.8286386013087945,1.4689076706196547,Iris-versicolor
+110,5.547037295275423,4.2,1.3507818373757101,0.209210437866001,Iris-setosa
+111,5.0924911282843945,3.4001544274735016,1.4972762730790197,0.20329522710887063,Iris-setosa
+112,7.061241393904629,3.0,5.877711843581647,2.113063868289102,Iris-virginica
+113,6.314765421026294,2.296406543346318,4.371857400150768,1.2916593628677264,Iris-versicolor
+114,5.128571744909779,3.811893299209476,1.5496145441160412,0.20413924409566328,Iris-setosa
+115,6.965658743293145,3.0,5.669997267854163,2.1070595487931314,Iris-virginica
+116,6.374355274931,2.6805808147052343,5.268507883551793,1.9040986123992483,Iris-virginica
+117,6.689489570158216,2.467588023345022,5.734511384675605,1.7963517368416153,Iris-virginica
+118,4.602907543148653,3.4015896161073793,1.4051878458180032,0.2957656456244433,Iris-setosa
+119,4.797737390904533,3.0,1.401259019799327,0.2948384350584917,Iris-setosa

iris/tab_ddpm/2/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/19/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.987984736594637,2.2000003170868183,4.988452298472449,1.520534951364328,Iris-virginica
+1,4.999663770498189,3.2252289941869265,1.2000001888120897,0.20446352575043186,Iris-setosa
+2,6.497014398580179,3.0,5.502318642844228,1.800032140620166,Iris-virginica
+3,6.880202085205548,2.777313229510284,4.733906192717732,1.3764818149877456,Iris-versicolor
+4,6.6233408682596675,3.3182434812663004,5.759042318068137,2.5,Iris-virginica
+5,6.1292161479327,3.0,4.572009070210638,1.393470064528005,Iris-versicolor
+6,4.909526528932897,3.0,1.4033421565673976,0.20082401800167096,Iris-setosa
+7,5.085758480015922,3.3834172591621656,1.4861648252304305,0.2012078680790217,Iris-setosa
+8,7.8999988903844685,3.7749376858214045,6.338491777180661,2.0080498016197694,Iris-virginica
+9,5.910212712712204,2.9548936151605583,4.5490773471920045,1.5351114359904234,Iris-versicolor
+10,5.527997241136046,4.199998028129938,1.3812939421307533,0.21400447999469058,Iris-setosa
+11,6.379281712461545,2.919999287653843,5.514495963617545,1.7926877153719434,Iris-virginica
+12,5.912725813205876,3.0,4.131487643099984,1.4988318768677882,Iris-versicolor
+13,5.972908261774573,3.0,5.015552486361067,1.8004011638828512,Iris-virginica
+14,5.6848250374917075,2.506034563049264,5.0090555812010775,2.000317463935843,Iris-virginica
+15,5.6759338145105405,2.751642563851891,4.348325332089265,1.3007008340947468,Iris-versicolor
+16,6.076408833501532,2.5720462172018013,5.573619454955955,1.4084550958314352,Iris-virginica
+17,5.576459936207999,3.663046229276826,1.582132575993938,0.25423011587424776,Iris-setosa
+18,7.7316989305265205,2.597821101421481,6.9,2.3149448695977433,Iris-virginica
+19,4.997548284449789,3.410079655106829,1.6169220997635536,0.3996076234499563,Iris-setosa
+20,6.9194992519565295,3.1813408906558043,5.944750396175763,2.276088988461441,Iris-virginica
+21,6.172641880992943,2.6675101499203215,4.906560183043031,1.8155956930749164,Iris-virginica
+22,6.013517668429824,2.2,5.009019987955798,1.5428341900351137,Iris-virginica
+23,6.278006679207151,3.3756605761880913,5.564443601005584,2.4040317225774257,Iris-virginica
+24,5.524750057941475,2.648481155901446,4.279089283086619,1.237141069164457,Iris-versicolor
+25,5.274270811461772,3.908362940559312,1.6750069739031939,0.3746026911943331,Iris-setosa
+26,7.330986898841785,2.9050067296922175,6.243874064632291,1.8181639659326017,Iris-virginica
+27,5.114532581879056,3.4020172070288637,1.7400259102622746,0.2021524564367773,Iris-setosa
+28,5.093878072256045,3.6891878803727054,1.558492362311417,0.2530143007963526,Iris-setosa
+29,5.39858592185855,3.0,4.505633478982029,1.507931105151518,Iris-versicolor
+30,4.400000506938921,2.9047453499978677,1.3971748072275745,0.18580456696219266,Iris-setosa
+31,4.587097450249164,3.4026075433488154,1.4001692719530514,0.3072535284464233,Iris-setosa
+32,5.558363402646851,2.43548992660815,3.916585325166058,1.0933830994293479,Iris-versicolor
+33,4.940797763548278,2.4405784748148553,3.292785309621914,1.0777791176343718,Iris-versicolor
+34,7.721929300258039,2.563994924986245,6.9,2.3046002260160527,Iris-virginica
+35,5.675984695354361,3.0,4.056381553569216,1.3385765665873506,Iris-versicolor
+36,4.917244637202891,2.398254992533194,3.32802012683795,0.9800721075738774,Iris-versicolor
+37,6.020209502664042,3.0,4.837380513608117,1.811366907485424,Iris-virginica
+38,6.1243269028783125,3.0,4.5895892509759895,1.3839101879270794,Iris-versicolor
+39,5.63620933451262,3.8048082194084545,1.5509845018055735,0.310497497013514,Iris-setosa
+40,5.392465295582081,3.0,4.533040955128673,1.523364341650185,Iris-versicolor
+41,5.434858693960687,4.2,1.37617454979866,0.2008153073308019,Iris-setosa
+42,7.030425952903392,3.0,5.7848475676231415,2.0816402551629327,Iris-virginica
+43,6.088682606707551,3.0,4.581451729802014,1.387393563758611,Iris-versicolor
+44,5.613353761119383,2.9074339744095785,3.674333424335665,1.3142091684799702,Iris-versicolor
+45,4.919713069329883,2.407253088838632,3.366034607902784,1.050248395503219,Iris-versicolor
+46,6.00503239783565,2.648265923018626,5.0959212315940565,1.5858609859005592,Iris-versicolor
+47,5.9011561316807715,3.2203095038494007,4.807712285601917,1.824519618729257,Iris-versicolor
+48,6.301713804119887,3.3878979077233775,5.614534001993408,2.3948882844471777,Iris-virginica
+49,4.790791579260831,3.0,1.4031334906005106,0.29763844604252854,Iris-setosa
+50,5.709937928476644,2.7550573483802854,4.205868596516445,1.3481597676705324,Iris-versicolor
+51,5.693048333342394,3.8355510345098742,1.5546061499704278,0.29767704401063194,Iris-setosa
+52,5.034225950644832,3.600732472913749,1.4982305640071747,0.38507022753728437,Iris-setosa
+53,5.847748657475209,2.8359638947313632,4.525591720792141,1.370536147833617,Iris-versicolor
+54,5.131789206763416,3.311633917937314,1.6381135218517489,0.48198243461549545,Iris-setosa
+55,6.565184614076873,3.0,5.851036052205195,2.233252912127554,Iris-virginica
+56,5.453242099888426,3.402631748120815,1.6444905290494418,0.20015159125628823,Iris-setosa
+57,5.508456636063661,2.577593909998542,4.358198308800469,1.1995355653365336,Iris-versicolor
+58,5.222115325501702,2.7313190208192735,4.015227160464314,1.4199668378271764,Iris-versicolor
+59,6.357481406734863,3.3825934412192846,5.656209690383584,2.397813637266637,Iris-virginica
+60,6.78007367470126,3.201340767133793,5.89632238291219,2.299692995149747,Iris-virginica
+61,5.74416962998274,3.113024854030387,4.707098729626783,1.7593969850643958,Iris-versicolor
+62,5.903903513609862,3.2103582500641434,4.795408188121189,1.7957408259095233,Iris-versicolor
+63,6.012025428722658,2.7163965809321375,5.095939008693895,1.5952172531197502,Iris-versicolor
+64,5.519600822615999,4.199998922395103,1.38489711349783,0.2177627649209103,Iris-setosa
+65,4.4,2.9085738336397995,1.4050643479711764,0.2007588325776558,Iris-setosa
+66,5.823133107751027,3.204009779860143,4.8131769510455555,1.7945970562936617,Iris-versicolor
+67,5.675002551001222,2.8065740928868177,4.466655209209002,1.3730710599235545,Iris-versicolor
+68,5.880263060403863,3.2028426153309635,4.817595324369461,1.794212113419044,Iris-versicolor
+69,6.84503380139708,3.2060813938620774,5.68487434648881,2.316718453132928,Iris-virginica
+70,5.47368604299917,4.199997974938843,1.3724425703143421,0.20258251606920255,Iris-setosa
+71,6.283431638813555,3.2932102584789096,4.680307938833158,1.639191515036755,Iris-versicolor
+72,5.725623968978441,2.489944996704513,5.000567125955046,1.9951032600420793,Iris-virginica
+73,5.59580720744489,2.778648371941935,3.737781418813814,1.3214155732851083,Iris-versicolor
+74,6.305999317658661,2.696528031003703,4.836349308255669,1.8023731895035768,Iris-virginica
+75,5.760593627723214,2.619735655093632,5.080036000955375,1.9269621539398798,Iris-virginica
+76,5.1856470416102765,2.6787755023938256,3.92605936736863,1.3727064982640793,Iris-versicolor
+77,6.308740086846763,2.6730802386851202,4.8712267943895355,1.8000273918207963,Iris-virginica
+78,4.4937043879099035,2.3030767489266823,1.3015602077790036,0.29291612049126303,Iris-setosa
+79,5.708419662368134,2.517348507901064,5.00629846060649,1.9850836292666663,Iris-virginica
+80,4.90148557682492,2.4014742143407823,3.2701723805436154,0.9716716476526539,Iris-versicolor
+81,6.674441626109129,3.0,4.988803128575714,1.7018498450984472,Iris-versicolor
+82,4.6002360030328,3.197881804519275,1.4004664699178015,0.2023784928723402,Iris-setosa
+83,5.525337698182809,2.4108670973718556,3.8161253567470887,1.1195451690463332,Iris-versicolor
+84,4.606674710331566,3.3974013691069076,1.3936237531561249,0.2974755130739153,Iris-setosa
+85,6.4761135185278516,3.1840641146872573,5.105331289634058,2.025618628807951,Iris-virginica
+86,5.371690116387584,3.0,4.497982336648879,1.5072408832040776,Iris-versicolor
+87,5.259071071824419,2.7245834575918577,4.105573655852806,1.4220025719427631,Iris-versicolor
+88,6.837092649129608,2.777236876921266,4.7226511568305085,1.3691642764343335,Iris-versicolor
+89,6.680907031643919,3.2930867329723936,5.649189808686132,2.0945893984077246,Iris-virginica
+90,5.52536731400732,2.5655085890117735,4.062978475720052,1.158277252601274,Iris-versicolor
+91,4.910584073615732,2.3965580094653713,3.4394654558392004,0.9827949913578682,Iris-versicolor
+92,5.023971225873685,3.3092386961781655,1.4002868587852622,0.20289230584409168,Iris-setosa
+93,5.961779150780305,2.6929899056184534,5.0843525409553285,1.5575138628823635,Iris-versicolor
+94,6.309616555482893,2.6027017333603646,4.84926666988054,1.4291638493728602,Iris-versicolor
+95,6.040765832995228,2.692994321467312,5.074322591107094,1.578232874713362,Iris-versicolor
+96,5.972071158308969,2.9612295599633476,4.4557962010275105,1.4951062784532947,Iris-versicolor
+97,6.0764774170667994,2.5949980485464743,5.5892418477675765,1.3842942694894138,Iris-virginica
+98,4.9990481697839835,3.2050494708321744,1.2000001944441703,0.19002388223672823,Iris-setosa
+99,5.410539210505077,2.615024589549604,4.277748374201077,1.2785151351988546,Iris-versicolor
+100,5.696144267607722,2.784657929948083,4.44495562798327,1.2974296481685272,Iris-versicolor
+101,5.572575778352937,2.481331066782889,4.02840911929076,1.1001895689160996,Iris-versicolor
+102,5.370652330411833,3.0,4.490425012784999,1.5054517688892857,Iris-versicolor
+103,6.848332554076243,2.792880801302038,4.7654038178844775,1.3815256260878856,Iris-versicolor
+104,6.076994064641805,2.7959716390186635,4.655675968512876,1.213657947659311,Iris-versicolor
+105,5.779116860177297,2.8157218159194684,5.106582099013271,2.3949792290568377,Iris-virginica
+106,4.4,2.9197215266640377,1.401995499535921,0.19259477417631077,Iris-setosa
+107,5.078459940512909,3.718444012542602,1.4968809289448788,0.3991659053256557,Iris-setosa
+108,6.404541774459546,2.8807819159918617,4.259519078155406,1.3249149362505075,Iris-versicolor
+109,5.528381701874299,3.5370099905959083,1.5377252223348312,0.4499879720289835,Iris-setosa
+110,5.717467765278783,3.836387347727157,1.5959367638038058,0.3543869808388614,Iris-setosa
+111,7.717851803150832,2.586824652217705,6.9,2.317547671286642,Iris-virginica
+112,6.023822800465031,2.9379051959297433,4.477704368578764,1.4956477731204953,Iris-versicolor
+113,4.608639477176367,3.3848205044547344,1.4101737933753526,0.29608567594738344,Iris-setosa
+114,4.78663049884173,3.0,1.4011754828000853,0.3331717021564267,Iris-setosa
+115,4.4,2.8603793773156485,1.4092135272057689,0.19794503979959316,Iris-setosa
+116,5.008096562974354,3.306552477642228,1.3993131222672464,0.20285057878631244,Iris-setosa
+117,6.3204969214245414,2.6998837695168523,4.865975909401464,1.7892210186895001,Iris-virginica
+118,6.0784144836488885,2.5976225350259137,5.522120008600188,1.422978877360573,Iris-virginica
+119,5.491105319476289,4.199999091640661,1.3615667158681255,0.202745347425652,Iris-setosa

iris/tab_ddpm/2/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor