a

iris/tab_ddpm/3_2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.705355665526456,2.6430617259597997,6.899997873541823,2.2777261256103625,Iris-virginica
+1,6.141264693690632,2.6710806780179177,5.571286844016373,1.5381556666794574,Iris-virginica
+2,6.284843791450605,2.525850334056613,4.888492811202548,1.5067489982899998,Iris-versicolor
+3,6.549301813229457,3.0,5.777075293710739,2.1999443400081717,Iris-virginica
+4,5.570324611656866,2.6955865596289525,4.438769392024982,1.2581284381326734,Iris-versicolor
+5,5.761708481086857,2.661474697485315,5.052066745363297,1.9057770074715301,Iris-virginica
+6,5.122299413579725,3.7546914104388023,1.495663624070919,0.19905962837829294,Iris-setosa
+7,5.6214998187638265,2.5087291540929426,3.957227118678966,1.1207724996055148,Iris-versicolor
+8,6.955100771423896,2.8301106538724747,4.8351927929949206,1.4367075363052662,Iris-versicolor
+9,4.847388544279559,3.011235892650522,1.4654724013845644,0.1,Iris-setosa
+10,5.352111809742781,3.0,4.477239964092414,1.5045987022438692,Iris-versicolor
+11,5.440745778876249,3.7151109979815855,1.560597475859362,0.20484278176722237,Iris-setosa
+12,5.610858966504027,2.5849294711875914,4.405770010261543,1.195380998271809,Iris-versicolor
+13,5.110302127630726,2.4980049570752536,3.2192163544649217,1.0963050758224429,Iris-versicolor
+14,5.494725560367989,2.4105939353831087,3.6045233402737216,1.0776583985490742,Iris-versicolor
+15,6.387814886226086,2.9059396622517926,4.353018544349315,1.3167991676212052,Iris-versicolor
+16,5.5065962936350985,2.6230689867351202,4.283967479255252,1.2397852530420974,Iris-versicolor
+17,5.5225650217148585,4.2,1.4111546333892104,0.19736807807140266,Iris-setosa
+18,6.023416473475249,2.733617656139479,5.224626065441173,1.813059605064207,Iris-virginica
+19,6.827784009781978,3.0,5.441879668608677,2.167653757890769,Iris-virginica
+20,5.089550483389275,3.4658049163090805,1.397879810399191,0.30553162230788344,Iris-setosa
+21,5.785144272627982,2.611920068048518,5.05704435043622,1.944499554118548,Iris-virginica
+22,4.8037828832749465,3.409205911042296,1.43471820011047,0.3000538954379578,Iris-setosa
+23,5.433418395823724,2.4335479359410837,3.7435808227269884,1.1098563157516999,Iris-versicolor
+24,5.005729539828949,3.2518042814642834,1.410558157314913,0.19535718653215733,Iris-setosa
+25,5.448916934028251,3.0,4.543569319261336,1.5236274313843199,Iris-versicolor
+26,5.857384500681859,3.1668861309304153,4.727834894495874,1.764494983949331,Iris-versicolor
+27,6.896686348301042,3.0806344783175588,5.1082333435053,2.277804237667047,Iris-virginica
+28,6.263688609154444,3.398471162461129,5.52424448369627,2.4108932132234377,Iris-virginica
+29,5.175602465828548,3.3220033252764773,1.6528029440065446,0.4729623227226486,Iris-setosa
+30,6.7012062711638976,2.5355262735078616,5.808146601987948,1.806338342136946,Iris-virginica
+31,5.587140877998557,2.6011353437869826,4.317131768912865,1.205974379698194,Iris-versicolor
+32,4.780327925875418,3.0,1.38366783104786,0.3811899735043232,Iris-setosa
+33,4.868517800003003,3.0,1.4049976832867883,0.2390947717241613,Iris-setosa
+34,6.24597437931469,2.2000003006876057,4.558714958447854,1.4673013896015952,Iris-versicolor
+35,7.899998959254425,3.814769195575574,6.362339822138463,1.9809458478098356,Iris-virginica
+36,6.806645213866024,2.7851513696648884,4.787051418058169,1.3860236781655837,Iris-versicolor
+37,6.259429213140045,2.2,4.602810715838177,1.5253723445414875,Iris-versicolor
+38,6.523373929983167,3.1155511243747727,5.1738258452885155,1.9042899910131983,Iris-virginica
+39,5.507074346666875,3.0,4.417317094704121,1.5143269221041717,Iris-versicolor
+40,4.625931613667892,3.4098147672301593,1.39991148215616,0.3000402183636769,Iris-setosa
+41,5.344629742687833,3.3972388759310452,1.496807433249892,0.2865896624319925,Iris-setosa
+42,6.8981502335032845,3.077314457907326,5.099240041759531,2.2958915186865547,Iris-virginica
+43,6.314238081994429,3.3118879342089067,4.668663183127785,1.5812534867131545,Iris-versicolor
+44,6.28696204415881,3.264500820430739,4.698091660628652,1.5729711730638631,Iris-versicolor
+45,5.636371248786303,2.7379525283979382,4.470064472745509,1.2896343328625197,Iris-versicolor
+46,6.2918548366324565,2.6890030192709165,4.915080431013025,1.7942699803013813,Iris-virginica
+47,4.489834879639971,2.303426312172242,1.2951488845243004,0.3099533537382238,Iris-setosa
+48,5.9983096642476506,3.0,4.922330171150832,1.8034140418214133,Iris-virginica
+49,6.710761373688308,3.2997018287637383,5.6839757725064874,2.0852707779715622,Iris-virginica
+50,7.691545807648794,2.5676187361601897,6.9,2.2968560568885295,Iris-virginica
+51,4.997968620212702,3.3829169371877996,1.6459670198897862,0.43255363450253104,Iris-setosa
+52,4.910380896118075,3.393143970404928,1.4645969236734366,0.3005280916104718,Iris-setosa
+53,6.299587924418839,3.3913150140755306,5.569491250447788,2.3947974383093005,Iris-virginica
+54,7.028663479013916,3.077639479616444,5.9023748411888874,2.191667793338468,Iris-virginica
+55,5.253226485154716,2.801061372273788,4.263297146024842,1.3955735669554399,Iris-versicolor
+56,6.172020702698113,2.2,4.51534612941726,1.493979291514373,Iris-versicolor
+57,6.912912135591811,3.203695706257082,5.825100018961001,2.2913743403159055,Iris-virginica
+58,5.1387606117872044,3.680848358322926,1.4637293514766108,0.41076376043453117,Iris-setosa
+59,5.651413411647445,2.842906758489514,4.479918725153775,1.355493839419592,Iris-versicolor
+60,4.912456017426345,2.391289630352233,3.168668987571556,1.070131488281928,Iris-versicolor
+61,5.181078734173102,3.4917217237512226,1.566098882887019,0.1995450205635737,Iris-setosa
+62,5.134628874450175,3.328278891790867,1.6118394539682004,0.4153552275677768,Iris-setosa
+63,6.305572907614242,3.4032543664455117,5.578854217230183,2.404200755075895,Iris-virginica
+64,5.612609033262379,2.681249717839704,4.226773864492567,1.2938399772896758,Iris-versicolor
+65,4.584909480985003,3.1946600451102287,1.389212301303182,0.20075298560910848,Iris-setosa
+66,5.478150440460973,2.408261924912011,3.8490158718198426,1.0995965239683774,Iris-versicolor
+67,6.531773690646485,3.0,5.767990384514683,2.209623140885287,Iris-virginica
+68,4.801215356936798,3.0,1.4018740017411648,0.31370981193698055,Iris-setosa
+69,7.9,3.7383092693575897,6.415961158084591,1.9967548051009765,Iris-virginica
+70,6.678822485843833,3.273126705158269,5.678997682748298,2.1071398529968226,Iris-virginica
+71,6.682380084023961,3.3015526653264375,5.680490238937777,2.1138093461285847,Iris-virginica
+72,5.866020805646285,3.209405929702387,4.825047593602012,1.812077005843977,Iris-versicolor
+73,6.384492265906431,2.92489626277998,5.526857471395168,1.7884963635778057,Iris-virginica
+74,4.983898763501794,3.1877587562221614,1.200000237580648,0.20260540760116816,Iris-setosa
+75,4.958586642022281,3.327335359148848,1.4413642001243454,0.3362176636989796,Iris-setosa
+76,5.258026553666826,3.7163362343659703,1.4982653221562812,0.19553777515003262,Iris-setosa
+77,4.488865606782727,2.2914872015838124,1.295778388544567,0.2983957203169013,Iris-setosa
+78,5.4971578574601745,2.396895785137093,3.8249523508123557,1.0664124558401422,Iris-versicolor
+79,4.890640171580558,3.1045822965560004,1.4962453299336105,0.10000010763958199,Iris-setosa
+80,4.788543692520918,3.0,1.4051165398966696,0.30541742967015,Iris-setosa
+81,5.88869391534409,3.2359925022053466,4.812875461349874,1.8046116313962008,Iris-versicolor
+82,6.213455633443012,2.2,4.56571154538239,1.5176017211916648,Iris-versicolor
+83,5.0767765011815165,3.3683191603721467,1.4866552652188023,0.21572220935686579,Iris-setosa
+84,5.929881766519353,3.169646992591763,4.790503181205986,1.7847380541212794,Iris-versicolor
+85,5.616730828829251,3.0,4.212122951320979,1.3027185208987873,Iris-versicolor
+86,5.0523095547637915,2.472438337471556,2.9785470363984645,1.093436352091146,Iris-versicolor
+87,6.244913558577521,2.5491513559105523,5.013862572217243,1.5550648902872084,Iris-versicolor
+88,6.714142607298453,3.0,5.011454897412924,1.705331899028812,Iris-versicolor
+89,5.411121072061144,3.725774585726171,1.5961919164727056,0.20456025996850527,Iris-setosa
+90,6.266578138463957,3.2854662411455866,4.654785771551621,1.5688260153991311,Iris-versicolor
+91,5.805392375612745,2.713175624075053,5.116586181721805,1.8960366564672642,Iris-virginica
+92,6.833574629070518,3.0126242139524537,5.530745805994156,2.1771627635879396,Iris-virginica
+93,5.187447615676546,3.3915311281771126,1.5644831231175984,0.20880158534160165,Iris-setosa
+94,6.6169818948402135,3.0292936073624492,5.619865785315072,1.9875263201083266,Iris-virginica
+95,4.400000780100654,2.9211001973439443,1.39485843091364,0.1989970657142991,Iris-setosa
+96,4.893398540874816,3.094068851976413,1.555494828595072,0.10000009599453073,Iris-setosa
+97,4.872798485284045,3.0367490056050945,1.4566625410967993,0.1,Iris-setosa
+98,6.553618703188754,3.040007307799781,5.307201000909752,1.8823143939727889,Iris-virginica
+99,6.002825835956894,2.8899000110594604,4.535186052036711,1.4431260255167624,Iris-versicolor
+100,5.079143143706079,3.7112761483209535,1.4966308583331263,0.4423771685863097,Iris-setosa
+101,5.793858882324672,2.5914406342142544,5.064428344256968,1.9215755305190787,Iris-virginica
+102,6.575120694766394,3.21534979457281,5.127318653933468,2.067750685093455,Iris-virginica
+103,4.9238331308284025,2.4358044563689654,3.302211823636836,1.080976242010474,Iris-versicolor
+104,6.016844841416615,3.0,4.563803377923971,1.3848365261086402,Iris-versicolor
+105,6.009182068592748,2.2,5.009008400089139,1.5087688882078127,Iris-virginica
+106,5.911476484865096,3.2145534897227233,4.787197461290765,1.787712955757009,Iris-versicolor
+107,7.032455724785142,3.043056243947885,5.699794755945186,2.2043625170437298,Iris-virginica
+108,6.428657487457545,3.0,5.520476637100525,1.7957749639098037,Iris-virginica
+109,4.400000919723318,2.9004302819372616,1.405581586557402,0.2000776070548678,Iris-setosa
+110,6.372850890789393,2.68222586160962,5.2707021435744625,1.8865259465636801,Iris-virginica
+111,6.071091811793625,2.805931632887168,4.723663935629308,1.1960117884208792,Iris-versicolor
+112,6.261868939754218,3.2987882798010095,4.739176788772802,1.649051509821684,Iris-versicolor
+113,4.906797124636629,3.1123798485752148,1.6457493739942128,0.1,Iris-setosa
+114,6.816647297167854,3.1905516997475907,5.87767554603798,2.2916616959787617,Iris-virginica
+115,5.336034054303736,3.380579741917897,1.64008440255999,0.1981739979555721,Iris-setosa
+116,5.229844042141164,2.7328417572912977,3.996434513894496,1.4324834980247285,Iris-versicolor
+117,6.2622988238885355,2.546412864240627,4.976668771042813,1.556594361508541,Iris-versicolor
+118,6.374914457131857,2.968957519703684,5.7294045885929945,2.0187680851447927,Iris-virginica
+119,5.079008842667096,3.5217746658245437,1.3753684045447716,0.30930629493842976,Iris-setosa

iris/tab_ddpm/3_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/3_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/3_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/3_2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.96318540735774,3.241273374219283,1.4012324270432173,0.19941103411495142,Iris-setosa
+1,4.841194992471299,3.0,1.408829882761936,0.32681206172849725,Iris-setosa
+2,5.642935871237026,3.805406729270573,1.8123503649079147,0.3730895357626466,Iris-setosa
+3,5.498967055956084,4.199998729117759,1.4026592380837128,0.1994078782461597,Iris-setosa
+4,5.62816657000324,2.7144513385702513,4.338976488865852,1.288098419584159,Iris-versicolor
+5,4.933132511146975,3.0905922041815503,1.3912487771263222,0.2145704518523243,Iris-setosa
+6,5.4816173764689085,2.631455340654079,4.223668197309311,1.3202031587033385,Iris-versicolor
+7,5.840698518580958,2.7363401539366325,5.123308793656668,1.8743020358201112,Iris-virginica
+8,6.3396351244981615,3.31211663562988,4.694902120298674,1.5975645018515467,Iris-versicolor
+9,4.809510718907029,2.3992024772386658,3.2925642445944954,0.8808628889614762,Iris-versicolor
+10,6.628315830603778,3.0,4.9795163893710335,1.6531790964679955,Iris-versicolor
+11,5.2756646177047335,2.8285784674661354,4.044779940383594,1.409798127162512,Iris-versicolor
+12,6.546997121350429,3.0,5.572124787561859,1.8020169499933918,Iris-virginica
+13,6.667179778888651,3.0,4.998632557631558,1.7299945443140838,Iris-versicolor
+14,4.8202671401588635,3.0,1.3905549694732677,0.216662579013808,Iris-setosa
+15,4.400000537380254,2.8885132985274002,1.3986209265060463,0.1866868017135238,Iris-setosa
+16,6.222312652237083,2.2000002943551666,4.444359635362993,1.5100532647976264,Iris-versicolor
+17,5.4462808223469334,3.399174759085012,1.749978747408606,0.2033495923772872,Iris-setosa
+18,6.116172235998402,2.8735949444386533,4.730653093348377,1.3740601305190037,Iris-versicolor
+19,5.984895730156138,3.0,4.90337546585356,1.807645414766672,Iris-virginica
+20,6.831771186703448,3.2061876107861322,5.8439943447218425,2.2865712615612255,Iris-virginica
+21,6.733434404599646,3.2901684746405393,5.688803694006826,2.5,Iris-virginica
+22,7.70449120835452,2.595068152289757,6.899998210816022,2.314242628535574,Iris-virginica
+23,6.631607440751444,3.0,5.6346447120869865,1.7994364722313145,Iris-virginica
+24,6.847373363917497,3.1247557171580627,5.79283290070681,2.2647549097403252,Iris-virginica
+25,5.015121596933628,3.237073112847665,1.4651706621496785,0.26956137144905046,Iris-setosa
+26,4.881594273528765,3.1047828588529436,1.490832158981683,0.10000013794908387,Iris-setosa
+27,6.975152353260479,3.1890923469650843,5.826003648593554,2.2947043598873367,Iris-virginica
+28,7.899998953532063,3.838038877363309,6.434727715998303,1.9920982283778252,Iris-virginica
+29,5.612802138558854,3.0,4.388096827136343,1.590103581585322,Iris-versicolor
+30,6.100869565201137,2.8158996512265886,4.673926878204914,1.1860043751559382,Iris-versicolor
+31,5.611013001908178,2.7216728238565144,4.279096317076667,1.2798653044945465,Iris-versicolor
+32,6.721798314771413,2.525833579683766,5.714890601708316,1.8006077471379622,Iris-virginica
+33,7.165201339070717,3.0,6.045637886636461,2.0181902068920046,Iris-virginica
+34,6.740956742691164,3.287697919752687,5.807796671236628,2.1477743636771747,Iris-virginica
+35,5.48490587480418,3.8518345261812152,1.723177762577788,0.3634235638833307,Iris-setosa
+36,6.016288361786543,3.0,4.705540185659204,1.793199388400959,Iris-virginica
+37,5.579644838438084,3.8260190277372863,1.4996217889359829,0.44842172862943125,Iris-setosa
+38,5.964507885808441,3.0381120946462747,4.449184905572563,1.4305857232733457,Iris-versicolor
+39,4.986505937044379,3.2059979247304238,1.2,0.19354646473958104,Iris-setosa
+40,4.710747811102668,3.4021847168925774,1.3886966937166725,0.28683256397971085,Iris-setosa
+41,4.861188431089482,3.0408375387968993,1.4820109614117662,0.100000134751766,Iris-setosa
+42,5.961593812128854,2.7199423208754006,5.022553259644554,1.5198465222878934,Iris-versicolor
+43,6.778924850470806,2.7748442327663425,4.796390555255777,1.4072126703733243,Iris-versicolor
+44,5.691000459097282,2.8414799498954344,4.100529824055338,1.2964906858350442,Iris-versicolor
+45,5.669083574901618,3.8018398540067544,1.8578133653334583,0.29904755713580594,Iris-setosa
+46,6.322625411704978,3.396655210359331,5.596577427800967,2.4054332469343005,Iris-virginica
+47,6.312709251778838,2.293638841224898,4.383266539567416,1.2974151010866337,Iris-versicolor
+48,6.153214739064706,3.2530610905541955,4.668907697205864,1.5882395883598361,Iris-versicolor
+49,5.20144502039558,3.4027681389604445,1.4928680777030303,0.198773551305388,Iris-setosa
+50,6.282959315042568,3.3985877183689293,5.616514937756025,2.4068028252430773,Iris-virginica
+51,4.902146426572065,3.0,1.398112864241176,0.19999300479635299,Iris-setosa
+52,5.582725801896515,2.6804805671210317,4.20663609385449,1.2902171273156726,Iris-versicolor
+53,6.121984622388144,2.6130441209434347,5.585839316433391,1.4463117356396964,Iris-virginica
+54,5.980656943846046,2.9789717620392393,4.8800227824427305,1.8176990326498543,Iris-virginica
+55,5.097729262561315,3.684933571807632,1.4992671010131178,0.3924344473658223,Iris-setosa
+56,6.6134923437312105,3.2152034821001174,5.546024383545898,2.0616973520571498,Iris-virginica
+57,5.762450608035065,3.0,4.3311153542863865,1.3617568856286595,Iris-versicolor
+58,6.376514892489247,3.0,5.534182814125729,1.8168939372361974,Iris-virginica
+59,4.9049173275475795,3.0,1.4014774977079751,0.20195790032503666,Iris-setosa
+60,5.935922849046463,2.951137915539705,4.538782301404445,1.3541607187611695,Iris-versicolor
+61,6.767730709302636,3.0900644847950454,5.092930756787388,2.238033539743894,Iris-virginica
+62,5.131658437969784,3.60752452121225,1.6500873709008417,0.19871682031596585,Iris-setosa
+63,4.827002373528347,3.3789767859805178,1.4761294400988185,0.38637863880279255,Iris-setosa
+64,4.603164538311448,3.203107114899742,1.4031676252409182,0.19423231771600052,Iris-setosa
+65,5.414183093338197,3.0,4.526855034861158,1.4899441527488568,Iris-versicolor
+66,5.043346835665173,2.440179276084502,3.305266699664525,1.0735024307306407,Iris-versicolor
+67,4.826502888744169,2.373079702428269,3.305858171969552,0.9701132624553115,Iris-versicolor
+68,5.211936029120961,2.4806842507770965,3.2379203606203952,1.076264821028984,Iris-versicolor
+69,4.88091019704021,3.0,1.4008760829252478,0.20060646652303235,Iris-setosa
+70,5.3682678007596945,3.385889573931349,1.8084827206716723,0.20221179914917053,Iris-setosa
+71,5.5359939551426445,2.468541052263814,3.9083806975637585,1.1203604663340072,Iris-versicolor
+72,5.12260667218874,3.2953489379800174,1.6305255866812247,0.49321558921233044,Iris-setosa
+73,5.441684186702968,3.0,4.528243613227604,1.5055800683804152,Iris-versicolor
+74,5.566297904244669,2.4306343682780263,3.774186430619832,1.08155645712559,Iris-versicolor
+75,5.597948361718338,2.9215203950137334,3.728259016984839,1.3112528722836734,Iris-versicolor
+76,4.934758678560611,2.4226134604991185,3.255324830682705,1.0445929769171212,Iris-versicolor
+77,4.4,2.880597644695913,1.4149979015863832,0.19868751482757474,Iris-setosa
+78,5.746595780603764,2.6478648947014367,5.070180814411419,1.9034368865434461,Iris-virginica
+79,6.299011764666683,2.70796870538254,4.93491021366436,1.8105613075035167,Iris-virginica
+80,5.096066716649722,3.5065662821626584,1.425418260161733,0.3582106775990812,Iris-setosa
+81,5.118767221542211,3.3860592104454867,1.495042422109086,0.20164449275451518,Iris-setosa
+82,6.09543447712499,2.6131376349667406,5.566246957681202,1.394826634475727,Iris-virginica
+83,6.132062660461166,3.15777876197162,4.550810549196738,1.4260731102421715,Iris-versicolor
+84,6.92667880741242,3.080541819991773,5.10297858859397,2.3046586696544145,Iris-virginica
+85,7.899998505490778,3.8121676616680324,6.317706802772749,1.9702280694117629,Iris-virginica
+86,6.7113654360458055,3.300884702799992,5.6783140027192305,2.1064498800685016,Iris-virginica
+87,6.696687674545298,2.48372830686629,5.856692421255214,1.7936257336893728,Iris-virginica
+88,5.937099999382554,3.0,5.108288811772626,1.7980920638405684,Iris-virginica
+89,4.4,2.919467796563028,1.3854495551523758,0.19428738274107524,Iris-setosa
+90,6.110934844072464,2.593114603452305,5.5998784401077994,1.4054806692696766,Iris-virginica
+91,5.906915926143891,3.2044318544276775,4.78291646290379,1.797800021674157,Iris-versicolor
+92,6.209522399458828,2.578756279236155,5.008842346683759,1.5552548621122115,Iris-versicolor
+93,6.405787859250305,2.896184483005906,4.269904076873352,1.3059902946886373,Iris-versicolor
+94,6.638092581632847,2.526683516432586,5.672582949848491,1.8078684309643833,Iris-virginica
+95,5.40329204811777,3.0,4.501025037534718,1.4872024880101236,Iris-versicolor
+96,5.117780140936681,3.4878291936652404,1.3986202670979897,0.29247900752370903,Iris-setosa
+97,6.743978668580299,3.0900282669071086,5.116550699908638,2.2467829404739157,Iris-virginica
+98,6.501129534229898,3.191132461737796,5.130441588436895,1.9764294495092436,Iris-virginica
+99,7.2512544018834975,2.8835327733937666,6.2696565058607465,1.7991980421498834,Iris-virginica
+100,7.737757024194469,2.6018954281690485,6.9,2.2910370318918836,Iris-virginica
+101,5.391699317539123,3.0,4.56034562618558,1.4898856647573464,Iris-versicolor
+102,5.442226480758969,3.0,4.484226654992364,1.4779312395392752,Iris-versicolor
+103,6.002736662366939,3.0,4.784861216574102,1.7963899144867188,Iris-virginica
+104,6.904016780406598,3.0,5.566176562662327,2.0992077332326606,Iris-virginica
+105,5.629483436322683,3.0,4.126096612202241,1.3111297683623597,Iris-versicolor
+106,5.606134506230556,2.922239227956987,4.146047056559179,1.277474265008891,Iris-versicolor
+107,5.6333900887085315,3.0,3.8285088958949904,1.3566223060638452,Iris-versicolor
+108,6.559237578298632,3.0,5.431667457887007,1.81987472937303,Iris-virginica
+109,5.50229832064043,2.50144482670736,4.132177755943841,1.117059236221154,Iris-versicolor
+110,5.704166948147706,2.540807403328189,5.040516107013063,1.9496882802301434,Iris-virginica
+111,6.738242294186491,3.304168249676688,5.698524110270032,2.5,Iris-virginica
+112,5.666233069547225,2.467053123972377,4.974698975735688,1.9693238491696234,Iris-virginica
+113,4.763528427351478,3.0,1.3696181688672264,0.1,Iris-setosa
+114,4.596324002309143,3.3808002483772785,1.391087816365377,0.3056456302323281,Iris-setosa
+115,4.875934012604382,3.101467578152852,1.6072142049279943,0.1,Iris-setosa
+116,6.5344808241526335,3.0084299763701794,5.384797494318559,1.8458726453796075,Iris-virginica
+117,6.787751612154845,2.7962607771916606,4.773142200575508,1.3682134031722426,Iris-versicolor
+118,5.710443243008204,3.780939274815431,1.5767934442300324,0.3466251486329993,Iris-setosa
+119,6.271999103186479,3.2739686980469775,4.680265419768257,1.5343213210997586,Iris-versicolor

iris/tab_ddpm/3_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/3_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/3_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/3_2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.798911797640608,2.6089204262396426,5.0539629230564564,1.946859046381875,Iris-virginica
+1,6.020241482245972,2.7040536461327944,5.140926678071128,1.6149906307662765,Iris-versicolor
+2,6.009435005226826,3.0,4.81111038097551,1.801535292922815,Iris-virginica
+3,6.235167983099384,3.272752617227194,4.659603881969343,1.6300191519084186,Iris-versicolor
+4,6.702840689104668,3.2977184589016093,5.748635067974663,2.499999546811105,Iris-virginica
+5,5.7651842233109925,2.9974384060912067,4.047285672993525,1.3693290790799566,Iris-versicolor
+6,4.874353263451942,2.4210333307934815,3.235349705822199,0.8862223712084472,Iris-versicolor
+7,6.3062701515460615,2.3535473028111684,4.53296768258797,1.345127435410207,Iris-versicolor
+8,6.762170413204085,2.948213191943469,4.851428945136414,1.5331512863971988,Iris-versicolor
+9,6.722189866527968,3.0,5.314890732330508,2.1545611620150944,Iris-virginica
+10,6.24537054442936,2.2,4.5678803919271544,1.5027861675839616,Iris-versicolor
+11,5.9378751946931185,3.1859210889597094,4.761285501746972,1.808508851769608,Iris-versicolor
+12,5.066514691565316,3.322264580246215,1.442974392112495,0.28943399704119216,Iris-setosa
+13,6.723166227003122,2.5172532646566483,5.890161819572665,1.8027517740773622,Iris-virginica
+14,5.079448758462837,3.672596840425944,1.478615927618165,0.41933495515593444,Iris-setosa
+15,5.495973157251916,2.3953838815036077,3.839526664697283,1.105990497593483,Iris-versicolor
+16,5.118569936849541,3.7111677243930528,1.5451239960897545,0.20220995026946956,Iris-setosa
+17,6.0044519796092635,2.2,5.017304512123153,1.4887295543043917,Iris-virginica
+18,5.7138273230753365,3.0,3.8854397056517955,1.3777775532437257,Iris-versicolor
+19,6.067098618306511,3.2064282568869715,4.523685529559787,1.4826189962875038,Iris-versicolor
+20,5.087466780268486,3.5102475057236577,1.498508087336022,0.4112786810379345,Iris-setosa
+21,4.907033257695341,3.0,1.4041802384790847,0.20076491328724905,Iris-setosa
+22,6.071957000086929,3.0,4.594750761753142,1.4028900053617424,Iris-versicolor
+23,5.960216232099018,2.8675280291732554,4.669995733925034,1.3914898518138288,Iris-versicolor
+24,6.741794722602021,3.172968000827835,5.097372762811683,2.204640961844165,Iris-virginica
+25,6.637099307886073,3.175028961392318,5.098754848182649,2.134983298426293,Iris-virginica
+26,4.809941233371796,3.0,1.3901703063849329,0.1000001186324143,Iris-setosa
+27,7.714814109954454,2.581680824749986,6.899998556825768,2.267350804626715,Iris-virginica
+28,5.38084022498209,3.423301635849258,1.4968276627074517,0.48328547995612253,Iris-setosa
+29,6.002121265292591,2.2000002771304747,4.937927956907642,1.5110444249181698,Iris-virginica
+30,4.485792222609175,2.2991410353455395,1.299891810938703,0.29289235205809283,Iris-setosa
+31,6.697407304952856,3.0,4.989169826416948,1.7043890862293098,Iris-versicolor
+32,6.298781080022348,2.707479696544749,4.878523117401408,1.787247346565106,Iris-virginica
+33,7.036437557820417,3.008033333766655,5.762542549183211,2.2071185696359703,Iris-virginica
+34,5.165123002988285,3.7860146331219022,1.6058868503217256,0.20220342627244545,Iris-setosa
+35,5.846538505665387,2.724289767394887,5.123668527376649,1.906320352282842,Iris-virginica
+36,6.268585827523784,3.3012013703366283,4.7138153778483245,1.6550436385993486,Iris-versicolor
+37,5.322580939281023,3.3836362469424004,1.6097219452799572,0.40161241935891867,Iris-setosa
+38,5.4103669830232555,3.3965543562815417,1.706072237773296,0.20620037113102552,Iris-setosa
+39,5.53154414090562,2.6015508553792928,4.308011888702202,1.1969584015395864,Iris-versicolor
+40,5.840233893769244,2.7764571214175073,4.586079312251694,1.2421762915214265,Iris-versicolor
+41,6.684917886397548,3.2951200332943054,5.683277260311447,2.092224566843349,Iris-virginica
+42,6.697843220708727,3.0,4.955149284893683,1.6730689311705262,Iris-versicolor
+43,5.773975639127451,2.7885718280369276,5.088089424828749,2.4054309162148373,Iris-virginica
+44,5.120094794477385,3.527156765798552,1.4174194916709735,0.28051666609942577,Iris-setosa
+45,6.194052565836213,2.20000044930012,4.447936658728773,1.514471340264412,Iris-versicolor
+46,5.238455065748275,3.7918144459850414,1.580844835010803,0.47732595972244685,Iris-setosa
+47,4.999716870927173,3.2211747431355877,1.2,0.20368530126157341,Iris-setosa
+48,5.690006785311694,2.6695796947332355,4.4902637652317186,1.190932999766796,Iris-versicolor
+49,6.0047553445496575,3.0,4.767617264223523,1.7986657031112119,Iris-virginica
+50,6.6997687369490295,3.296028956767731,5.773204154927449,2.4999994582922125,Iris-virginica
+51,6.33639239925524,2.283625997090014,4.332642470595137,1.3136910584447434,Iris-versicolor
+52,5.31201633239629,2.865762007861126,4.17909621724798,1.4153251459382978,Iris-versicolor
+53,6.339558816131839,2.4834603322159805,4.871272481258218,1.485859735287927,Iris-versicolor
+54,6.328944607315864,2.9199533146486982,5.6218020976171585,1.79898991552324,Iris-virginica
+55,5.741199835758907,2.5314868722125308,5.014048645790515,1.996492387914061,Iris-virginica
+56,6.779740803307998,3.179777341064784,5.8398344151167025,2.287231299237639,Iris-virginica
+57,5.891570649038977,3.2075649527198498,4.781647095681943,1.7877339840486797,Iris-versicolor
+58,5.752300647412764,2.6014963908345785,5.066635860645561,1.9769257299205187,Iris-virginica
+59,6.831084394470392,3.0503616385005787,5.292732153645281,2.2209637535386055,Iris-virginica
+60,6.2900038559766,2.298085768584547,4.38409704808282,1.3026549970375034,Iris-versicolor
+61,6.7337402224676906,2.478595572972701,5.88080876472632,1.7958977187301977,Iris-virginica
+62,5.875688844606351,3.0,5.110601332092167,1.8029584015578985,Iris-virginica
+63,6.295688502596397,2.7184987926627397,4.834857812304676,1.7949708798414203,Iris-virginica
+64,5.418739898492542,3.0,4.5296210223395335,1.4969814927463614,Iris-versicolor
+65,5.190501595582793,2.5779788293080688,3.352801533084567,1.245704325703006,Iris-versicolor
+66,4.91174019598557,3.125852464169909,1.546411752721242,0.1,Iris-setosa
+67,6.295167421140952,2.44437200011503,4.8205481487368695,1.4662738297367541,Iris-versicolor
+68,5.075243188893256,3.327190197551295,1.7037033908683938,0.5155756024948429,Iris-setosa
+69,6.87148910532214,3.0,5.51487123396485,2.1273673424893835,Iris-virginica
+70,6.68257751972217,2.4858813238043607,5.761180983649795,1.8077712597032018,Iris-virginica
+71,6.074007259885879,3.0,4.556473900694086,1.4141996444644696,Iris-versicolor
+72,6.5046502382780576,2.999893769203075,5.840824661145987,2.1402484949213547,Iris-virginica
+73,5.548475643098503,2.9444597558110983,3.66448973458355,1.286274324139542,Iris-versicolor
+74,4.631711618013815,3.242342360772156,1.402861688504293,0.19782512230452687,Iris-setosa
+75,4.821706695622285,3.0,1.409467119181787,0.34001959700195905,Iris-setosa
+76,5.316032164775602,3.428345686184555,1.5158450250053697,0.1992703432390895,Iris-setosa
+77,4.860293510217183,3.0,1.411085116682881,0.19975421612193078,Iris-setosa
+78,6.407538108195651,2.907879503399484,4.335401341831988,1.300743403134151,Iris-versicolor
+79,4.400031169673778,2.7622596394458347,1.3448480364471653,0.21843425163146513,Iris-setosa
+80,4.986732798901608,3.3892319768761863,1.582359718069488,0.4468455921567893,Iris-setosa
+81,5.690425619403342,3.0,3.6557366130289424,1.3590683898411846,Iris-versicolor
+82,6.018950990291039,2.709418951132707,5.097676149070565,1.6026793579636676,Iris-versicolor
+83,4.60365659862634,3.2260089905805533,1.401377793793592,0.20930339007773627,Iris-setosa
+84,4.905228606446226,3.0,1.3948320240262537,0.20458790105416017,Iris-setosa
+85,5.025116067925336,3.338018529526954,1.3921708196362008,0.20426527328651395,Iris-setosa
+86,7.019910074782512,3.095176691403071,5.091338850899995,2.3210050356896454,Iris-virginica
+87,6.7466713694073475,3.2331189091688377,5.843357410201788,2.307740711946556,Iris-virginica
+88,6.3315017124579125,2.7419769852566964,5.020977636304498,1.8098506054615229,Iris-virginica
+89,5.012402052023745,3.415840799610418,1.4966653566435633,0.47477026861594696,Iris-setosa
+90,4.989116347824943,3.227198064254651,1.2000002365547462,0.20874479436820786,Iris-setosa
+91,6.282435157903919,2.3055733904743976,4.44101107097288,1.2884075890932238,Iris-versicolor
+92,6.00619488982185,2.7016443793683464,5.097329140379994,1.6430450989300482,Iris-versicolor
+93,5.190646904426247,2.7108637102496362,3.9038742949064806,1.4299577503896732,Iris-versicolor
+94,6.436081260148593,2.9785837516571223,5.7568416097937956,2.0504987857798396,Iris-virginica
+95,7.155064794496636,3.0,5.95576486345463,2.106978099131571,Iris-virginica
+96,5.148698123913276,3.4492831503098933,1.5522602389760576,0.20006586963754197,Iris-setosa
+97,7.9,3.873765497669296,6.403641593658418,2.0314518142759908,Iris-virginica
+98,6.855734139104272,3.0,5.530038514850789,2.1604148300367667,Iris-virginica
+99,5.546862027436071,2.445923760057817,3.780502720505286,1.104234311728848,Iris-versicolor
+100,5.104467307246274,3.4485287390431214,1.3991965950591332,0.2962200044646212,Iris-setosa
+101,7.048500866132756,3.0,5.730346548263832,2.1082553921951934,Iris-virginica
+102,6.296241831247678,3.3128741932232995,4.654438443747154,1.5858384556911285,Iris-versicolor
+103,6.681364518453718,3.0,4.937901923282143,1.689156215049589,Iris-versicolor
+104,4.9703654917315685,2.4643730357116675,3.3662774864464238,1.1006056150049583,Iris-versicolor
+105,5.782398225262429,2.8017457443779756,5.122764840465575,2.4166800418108876,Iris-virginica
+106,4.400000986090966,2.9081044383003034,1.399889204598339,0.20360785313184088,Iris-setosa
+107,7.101163632809616,3.0670002507660956,5.925103469906076,2.2218494703665064,Iris-virginica
+108,4.981193447716273,3.215556215391528,1.200000181743927,0.20007504698378523,Iris-setosa
+109,5.55842384949677,2.517244929291198,4.179776329824258,1.1286015062016121,Iris-versicolor
+110,6.705730343618669,3.090432494333916,5.942163322553832,2.249649902567239,Iris-virginica
+111,5.075120181286743,3.497442717139296,1.4036398148895461,0.29306687508648666,Iris-setosa
+112,5.5201963982497775,4.2,1.3979034087500353,0.2004519776499188,Iris-setosa
+113,4.900325554439198,3.0,1.4093801044490715,0.20928095923305098,Iris-setosa
+114,6.695317427414494,3.0,4.983009212760232,1.6712646781316525,Iris-versicolor
+115,5.953458686005629,3.0,4.981552764105218,1.8047308908011908,Iris-virginica
+116,5.349093090614702,3.3828924197136327,1.7681279786294837,0.19591226808707496,Iris-setosa
+117,6.711022670501281,3.0,5.008918520638768,1.7390983277920422,Iris-versicolor
+118,4.9895913929029385,3.301631219733974,1.4088401985807313,0.19730174265125683,Iris-setosa
+119,4.90380144076028,3.0,1.3904261937980695,0.22542432960157238,Iris-setosa

iris/tab_ddpm/3_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/3_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/3_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/3_2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.168589668369412,3.331542554558708,1.5815809388706463,0.46319149409109095,Iris-setosa
+1,6.290469089112712,3.3935267524633903,5.5993669196778235,2.3922229773033683,Iris-virginica
+2,6.694309147097319,3.2936303466988117,5.743935341590659,2.4999995952520875,Iris-virginica
+3,6.343232260876741,2.972645599814363,5.556109451529276,1.8166513840791392,Iris-virginica
+4,5.014851590712282,2.4529920326102554,2.8389244286635336,1.1073755789456807,Iris-versicolor
+5,4.903679740814188,3.102944792483664,1.6404670523107985,0.10000013181850169,Iris-setosa
+6,4.862188501641989,3.0551075150340363,1.4976073801851335,0.10000010850715303,Iris-setosa
+7,4.786679469950932,3.0,1.37585156706557,0.1,Iris-setosa
+8,5.827782219531245,2.741062194323066,5.11995158301394,1.8629937751328995,Iris-virginica
+9,5.408786332151216,3.0,4.534696582092863,1.4974263176285678,Iris-versicolor
+10,6.9644398685634545,3.167607088368473,5.776879731851434,2.283846057837789,Iris-virginica
+11,5.786649382645509,2.618574255801857,5.059973505176088,1.9173624448610693,Iris-virginica
+12,6.430851450210412,3.0,5.715715548334383,2.139734674499482,Iris-virginica
+13,5.031033858731486,2.466841335804644,3.1869119785979207,1.070762965565004,Iris-versicolor
+14,5.259656110119498,3.5998372350890855,1.5557090804157647,0.45973546894736006,Iris-setosa
+15,5.334129460652978,3.7691279002770144,1.677743395220751,0.20423880409603815,Iris-setosa
+16,7.899998448610285,3.7866192986597116,6.379575855649585,1.9988647830001898,Iris-virginica
+17,4.890749230494958,3.086289788281455,1.494554589075474,0.10000010275654352,Iris-setosa
+18,5.7094460761860635,2.526278425245344,5.028382754836611,1.9883436776432304,Iris-virginica
+19,5.878715789398315,3.0,4.289301949016676,1.52024262180869,Iris-versicolor
+20,5.840977994589712,3.0,4.1540250781113865,1.4263319806276888,Iris-versicolor
+21,7.704456988753211,2.6109475918618283,6.899998425569445,2.302943409323797,Iris-virginica
+22,6.685302655980649,3.2970162268005967,5.657490209777132,2.499999481498745,Iris-virginica
+23,6.562818435711396,3.2234371099366133,5.404033315924629,2.010970111069617,Iris-virginica
+24,5.784422045585186,2.8155024368305557,5.099484280247183,2.406323199395046,Iris-virginica
+25,6.6150913851768625,3.0,5.916535853533524,2.252153274414166,Iris-virginica
+26,7.709246008201451,2.614869503483502,6.9,2.326901072021757,Iris-virginica
+27,7.9,3.8275878006087094,6.388769054997251,2.0124291403728245,Iris-virginica
+28,4.892750539556082,3.1085347017952216,1.4929126881300947,0.10000009693585817,Iris-setosa
+29,6.258223416439209,3.0,4.678198618839708,1.3315281756701038,Iris-versicolor
+30,6.283324847101613,2.3112294360879413,4.435531134530036,1.285868366092626,Iris-versicolor
+31,7.683144946155727,2.5954116349678853,6.899998650948,2.306727969716688,Iris-virginica
+32,5.292371727465875,3.832042068078486,1.4800775838129052,0.34874159078307104,Iris-setosa
+33,5.395470036031133,3.424666620485462,1.5702413591430646,0.20223351381654686,Iris-setosa
+34,5.0820086162951545,3.3133331664796146,1.633767972832154,0.5184925290824582,Iris-setosa
+35,6.392152181472511,3.0,5.3632486012366405,1.8087450923436124,Iris-virginica
+36,6.076596032611977,2.63989555499932,5.592542024539665,1.4624072205501504,Iris-virginica
+37,6.00467408532843,2.7030544992524415,5.087697791667277,1.6086569860527353,Iris-versicolor
+38,4.589189710243952,3.405957808866406,1.404398542708866,0.37484904335155644,Iris-setosa
+39,5.146384782005044,3.377175912732676,1.4974890058878236,0.19929056102689785,Iris-setosa
+40,5.134745648578815,2.6763971087181,3.8530382309828246,1.4065506112617787,Iris-versicolor
+41,6.6893349921294,3.302429308119469,5.6721784827310335,2.5,Iris-virginica
+42,5.575640457394279,2.62257967620681,4.387742320959794,1.2113829450472176,Iris-versicolor
+43,5.116795691350879,3.630343275496487,1.5369136593133197,0.19398974049504475,Iris-setosa
+44,4.8862005322959545,3.076692226133505,1.498715471295699,0.1,Iris-setosa
+45,5.465112136273,2.367562652587376,3.769906662225284,1.024793627832175,Iris-versicolor
+46,5.250743931174561,3.831838610467953,1.4978467388999503,0.2515231727513454,Iris-setosa
+47,4.885546141421008,3.1080067760328585,1.4990852906894405,0.1,Iris-setosa
+48,4.400000755160886,2.9360469368533946,1.403660050242865,0.2023624259993391,Iris-setosa
+49,6.191280355458518,2.2,4.4625789272488365,1.4930409913026095,Iris-versicolor
+50,5.905010705616944,3.1867655876370384,4.790165806034637,1.7865792019138462,Iris-versicolor
+51,5.098847443738741,3.393989626760582,1.594813302013971,0.21086194760312219,Iris-setosa
+52,6.873197185724456,3.094757084778886,5.088155835085195,2.2964389926029964,Iris-virginica
+53,5.980461171449966,2.75457773590652,4.672533446932363,1.2052628142655033,Iris-versicolor
+54,6.691890616226102,3.2986589102856465,5.746065354503307,2.5,Iris-virginica
+55,7.9,3.770933408864563,6.4264729478375,2.016671823542064,Iris-virginica
+56,6.298965829614233,3.310277928689714,4.702491548844283,1.600733406285221,Iris-versicolor
+57,4.4,2.8716015620816826,1.3995750274952086,0.1811456725120726,Iris-setosa
+58,5.1114507585618565,3.8295991607038715,1.6402956616238402,0.19532253011651657,Iris-setosa
+59,6.388547576263545,2.954921573718044,5.5648739262949185,1.7986731711763768,Iris-virginica
+60,6.050049393813409,3.058255099805076,4.3819323492767435,1.5078784967618177,Iris-versicolor
+61,6.2917891202967855,2.3188882778891893,4.421861054413629,1.2993866885582828,Iris-versicolor
+62,6.943263700518375,3.0872336202254327,5.080634844887069,2.309681741495107,Iris-virginica
+63,4.729457556137268,3.3064603909505834,1.4097436534299737,0.21037593393401371,Iris-setosa
+64,7.3156590972866455,2.90964412169808,6.2390576248725,1.809957764814038,Iris-virginica
+65,6.432363191249427,2.813732629234731,5.423484892278333,1.8573978165984557,Iris-virginica
+66,6.706279854545875,3.0,5.011184486749665,1.7166758613705064,Iris-versicolor
+67,7.9,3.8077066368979477,6.35659701494626,1.963151930450453,Iris-virginica
+68,5.007516802957691,3.3952755850505305,1.6705554493865518,0.43949064164382434,Iris-setosa
+69,5.916630174367353,2.2,5.00917809057404,1.4755023749336873,Iris-virginica
+70,6.3649648944770165,2.6866228701148187,5.118585106615161,1.8692520098551324,Iris-virginica
+71,5.902468410879665,2.5694603774477276,4.918815320018833,1.8721664288742532,Iris-virginica
+72,4.593956931087873,3.1861359274627015,1.3906228215624976,0.20681318565510523,Iris-setosa
+73,7.899998904081302,3.833794320856773,6.404733723647366,1.9982473730109753,Iris-virginica
+74,6.018486481437643,2.819874002629017,4.734332889430189,1.238004278259096,Iris-versicolor
+75,5.821805628267538,2.7931094275421167,5.090940395870034,2.414739207236299,Iris-virginica
+76,5.526603796453918,4.2,1.3826741030309937,0.2081633218629123,Iris-setosa
+77,6.368948968080902,2.9019797263099116,4.276066002374998,1.2918896686211998,Iris-versicolor
+78,5.986844720509069,2.6910836373900575,5.1098105207136255,1.6201291492980365,Iris-versicolor
+79,5.760888021961631,2.7678421634286874,5.092773675497569,2.367879392024571,Iris-virginica
+80,5.138654936480183,3.305717437273257,1.5884749816747112,0.43863371803561524,Iris-setosa
+81,6.30572744234365,3.2674167044261413,4.737587350102152,1.5810275803115983,Iris-versicolor
+82,5.553698954657252,2.6842743899149113,4.223372276976233,1.3185185532552592,Iris-versicolor
+83,6.030019936036227,2.694677625542592,5.083345596571907,1.5809416996525318,Iris-versicolor
+84,5.806008516963072,2.753747765227819,5.104103320704676,1.8891840525612038,Iris-virginica
+85,4.689828522887725,3.193011922053176,1.3891426078139195,0.19438571350582146,Iris-setosa
+86,5.795653848286664,2.6173844990294954,5.018939035633228,1.9253341530532713,Iris-virginica
+87,5.079369049688742,3.6229145007024526,1.5015749637082354,0.40629316550862765,Iris-setosa
+88,5.96615773733652,2.200000359943611,4.979591675636213,1.4940419598632766,Iris-virginica
+89,5.899842008304378,3.208255495036465,4.8242825174487605,1.7865718226969116,Iris-versicolor
+90,5.513870346368783,4.2,1.3991711196324301,0.20723875736310185,Iris-setosa
+91,5.657097668622552,2.9500811241048615,4.403813275293683,1.2769794285361775,Iris-versicolor
+92,5.07086397169886,3.7624761442462726,1.672286121262693,0.19982756802839768,Iris-setosa
+93,5.319796899351683,3.886932220063247,1.6599971872703838,0.3567918881576235,Iris-setosa
+94,5.000679013350093,3.208468010265557,1.2,0.19494205812346183,Iris-setosa
+95,6.6568334549659856,3.277020279217967,5.681645700806551,2.4999973393938846,Iris-virginica
+96,5.0259680961816295,3.3656206102532313,1.6381546427038283,0.4895832174436265,Iris-setosa
+97,5.7305562290491485,2.4982772710564016,4.998304859560123,1.9916131538874402,Iris-virginica
+98,5.313402950770831,3.3848729341873405,1.4989099488306779,0.1956305537060152,Iris-setosa
+99,5.802905694238309,2.8140886949459483,5.128739650193085,2.410718746080425,Iris-virginica
+100,6.684707109166124,3.0,4.999402684670804,1.677633493652501,Iris-versicolor
+101,5.564562880449816,2.8109591081895684,3.7069203061067473,1.270932698010381,Iris-versicolor
+102,5.019505529735464,2.515710538091008,3.392625878020758,1.1992508828340775,Iris-versicolor
+103,6.27091497827145,2.8182895277898794,5.625133434170391,1.7538645017488466,Iris-virginica
+104,5.558165833386685,2.5775039392879955,3.8832112433300416,1.1726443302475986,Iris-versicolor
+105,5.078996032194212,3.2954724972760507,1.7373739485619262,0.4808300898509843,Iris-setosa
+106,5.963491483733206,3.0,4.34768372458732,1.4953434109040937,Iris-versicolor
+107,5.569175734835351,2.985234521183477,3.6576780897034813,1.293313251792171,Iris-versicolor
+108,6.735283958053081,2.5201344668321486,5.904276200170086,1.8076156710652485,Iris-virginica
+109,6.900305278665601,2.7602263106957836,4.80761617287995,1.401810771233873,Iris-versicolor
+110,6.6835433420383055,3.291538952336995,5.724885499650539,2.499999393976786,Iris-virginica
+111,6.829215414608801,2.803621262619393,4.835091966317698,1.4093784568550676,Iris-versicolor
+112,5.983651440939116,2.907079588399249,4.547272649149511,1.3556528500434768,Iris-versicolor
+113,7.899998878809092,3.756261465984056,6.387840378614356,2.0186272767284406,Iris-virginica
+114,4.986809006769033,3.2222130045658384,1.2,0.20401474289391622,Iris-setosa
+115,7.208049325869082,2.9926997659031387,6.085074747170732,1.9843681113890923,Iris-virginica
+116,5.496456555791803,3.478655021694601,1.5348697542591305,0.43785369387471046,Iris-setosa
+117,6.708012757911564,2.498861865569592,5.822943755753627,1.7973098550581943,Iris-virginica
+118,6.347032449635482,2.694904263710297,5.186644269183744,1.9077670930334638,Iris-virginica
+119,7.9,3.838854622903299,6.371392215784635,2.0230665641000627,Iris-virginica

iris/tab_ddpm/3_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/3_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/3_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/3_2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.510223208419085,3.1731269225435756,5.08480782032786,2.0063632060712444,Iris-virginica
+1,6.302527250039746,2.93893587019677,4.370348451975744,1.3812307557108503,Iris-versicolor
+2,5.461186817127469,4.2,1.3844404878794105,0.19543834916828295,Iris-setosa
+3,5.000582993341606,3.2076909720619047,1.2000002420221754,0.2030600838834896,Iris-setosa
+4,5.817298809407437,2.8328355997052106,5.099634242958782,2.401522552583743,Iris-virginica
+5,5.675152216911091,2.7741775613429667,4.481537381051474,1.2735975749041666,Iris-versicolor
+6,6.760460836081994,3.2466291542372168,5.827027594327741,2.3211291565566823,Iris-virginica
+7,6.361098241021668,2.898022517368714,4.300697428356483,1.2622422047943005,Iris-versicolor
+8,6.405567417302861,3.1187424079919976,5.085623635472412,1.9590929426939514,Iris-virginica
+9,4.903061257941117,3.0986552745221037,1.4897425098246946,0.1,Iris-setosa
+10,5.140237988623223,3.366591655626487,1.49927821106692,0.21037022982623943,Iris-setosa
+11,5.498989489450189,3.8132011737744795,1.602834943028767,0.35441667892568757,Iris-setosa
+12,7.341967321991103,2.9177506013772367,6.33293469126094,1.8073073278616594,Iris-virginica
+13,5.586123032142926,2.4671078245887306,3.948475579125325,1.1304956569721032,Iris-versicolor
+14,5.376101101069788,3.0,4.471218584317329,1.481747181309844,Iris-versicolor
+15,5.586020598982662,2.506241427382874,3.8601757671645847,1.0819996352757033,Iris-versicolor
+16,5.998738911417672,3.0106964391863267,4.838183879907982,1.7582749352701454,Iris-versicolor
+17,4.806169943820519,3.0,1.400019216428792,0.3151002954223014,Iris-setosa
+18,4.901764685628623,3.0728141292438473,1.5252250913261456,0.1,Iris-setosa
+19,4.9870764134816215,3.2215881215767133,1.2,0.19348981333614945,Iris-setosa
+20,6.691461850948953,3.0822752644503404,5.86975196878828,2.2623654662186787,Iris-virginica
+21,6.092249909339572,3.0,4.601495679613826,1.4000126894994875,Iris-versicolor
+22,5.813179589224518,2.523365105811864,5.030662932781572,1.9693960731806335,Iris-virginica
+23,4.827731885441705,3.0,1.4034916333933305,0.1000000924392907,Iris-setosa
+24,6.648470905493992,3.289997395444517,5.64918334832077,2.4999992045322834,Iris-virginica
+25,4.9048401974887685,3.0948619302176215,1.487992663832153,0.10000013702625676,Iris-setosa
+26,4.583505241814237,3.401170030924136,1.3872123189709546,0.29239994256062307,Iris-setosa
+27,6.108342188727828,2.8389376040122,4.6802106433019315,1.24266358741761,Iris-versicolor
+28,5.127853809782865,3.4580639857484785,1.4592399930285107,0.20510022685563004,Iris-setosa
+29,5.653714999783452,2.7395604956061512,4.428108902116096,1.2818805235045017,Iris-versicolor
+30,5.811437254461621,2.8211263740614254,5.08957054774955,2.3900625718816815,Iris-virginica
+31,6.3937327976014044,2.682526162337743,5.458215457289158,1.8709915804736303,Iris-virginica
+32,5.5239084878389795,3.0,4.301767770650441,1.3605173366469145,Iris-versicolor
+33,5.021111919422088,3.2398553049865995,1.470586250551075,0.4711396248645349,Iris-setosa
+34,4.914204909999115,3.2585903301692842,1.3889367336531584,0.20100967704771458,Iris-setosa
+35,5.36742273948935,3.3877714861604162,1.650718183993787,0.1968040907347253,Iris-setosa
+36,6.664951772574223,3.2942558437013423,5.659637885012011,2.068654127186223,Iris-virginica
+37,6.414764721370291,2.882424953514247,4.271293657061712,1.2793313456507271,Iris-versicolor
+38,5.93343096758852,3.0,5.155094559491791,1.7982879755352594,Iris-virginica
+39,5.3975520526333485,3.546043908103873,1.5251378485544143,0.20061965672823,Iris-setosa
+40,5.99096283025061,2.6848082149323136,5.082278806433947,1.6042379914870222,Iris-versicolor
+41,5.481174264338277,4.199999163653404,1.4077733424305008,0.20151959397236746,Iris-setosa
+42,5.643568100255073,3.0,4.101075865087643,1.3381368644059775,Iris-versicolor
+43,5.217582792892084,2.8096225998367186,4.022658445048899,1.4474864004620538,Iris-versicolor
+44,6.402081808108468,2.9014707130049526,4.218956058049391,1.3376949929686408,Iris-versicolor
+45,4.970791746411301,2.447177506275949,2.907018501407194,1.0744697952082143,Iris-versicolor
+46,5.919437638427771,2.963425150007883,4.349699381752672,1.4956218835872923,Iris-versicolor
+47,5.518804344460181,2.5112978102728123,4.230954205102401,1.1037270091639013,Iris-versicolor
+48,5.749236074774054,2.778450072176005,4.644283069610052,1.2532578865743988,Iris-versicolor
+49,5.092259229311746,3.7897758538874102,1.5106604467284956,0.2952630520348655,Iris-setosa
+50,5.3943574659771105,2.646594524869904,3.5420508815477616,1.221581313905057,Iris-versicolor
+51,5.098753765503253,3.313180369135135,1.4903355849850326,0.4249018495780524,Iris-setosa
+52,7.679296629879564,2.59428462633285,6.899998916911394,2.3009219630297975,Iris-virginica
+53,5.001568047973999,3.383426020129481,1.648899197346517,0.3648490463495081,Iris-setosa
+54,5.86401859057728,3.0,5.1134852630484495,1.7888744258621336,Iris-virginica
+55,5.746292473024325,3.8178796221336078,1.8169212871083118,0.30640270725583874,Iris-setosa
+56,6.936159399686495,3.016421455200778,5.708500304415416,2.171840953130232,Iris-virginica
+57,6.269292601569057,3.0,4.401911284936224,1.3644409106092084,Iris-versicolor
+58,6.290875911651734,3.408328930147041,5.607884278501531,2.3991153850199236,Iris-virginica
+59,7.699316523322659,2.577330616168336,6.9,2.2883633406244046,Iris-virginica
+60,4.908112450154515,3.1007161002722814,1.496476833062231,0.1,Iris-setosa
+61,5.2912588366870414,2.5826165204615936,3.6011789304090382,1.174090496337117,Iris-versicolor
+62,7.899998933193148,3.7912194530462475,6.369286932328603,1.9899693805056777,Iris-virginica
+63,5.430752259815635,3.0,4.553110488694154,1.5055666549887952,Iris-versicolor
+64,5.088157018503244,3.3950924389072323,1.5200105776900152,0.20202773375641803,Iris-setosa
+65,5.235914131085784,3.386067635130901,1.4993143850476651,0.20311749798238737,Iris-setosa
+66,6.208322366278462,2.544209256757088,4.96264363602087,1.4968897648220005,Iris-versicolor
+67,5.188934252522058,3.737350806264968,1.5437806808638663,0.20190595086033522,Iris-setosa
+68,5.7920967068068245,2.7283558027068446,4.650329179200007,1.2511420103460422,Iris-versicolor
+69,5.788071206491944,3.1568850592327564,4.750363771367346,1.7625495897785286,Iris-versicolor
+70,6.8905634330592616,3.207027651840705,5.910203337582747,2.3117890720075094,Iris-virginica
+71,5.461538083395251,4.1999992425384,1.3938510389009156,0.21742275702865,Iris-setosa
+72,5.662704843651141,3.7954306805866636,1.573535664352851,0.2988411198500639,Iris-setosa
+73,6.214903269853897,2.2000004047341934,4.50554500338284,1.5178863384196726,Iris-versicolor
+74,5.5947544758377035,3.636921798336576,1.5949544148754333,0.307012961049156,Iris-setosa
+75,6.058789328070146,2.890279541498716,4.680018405751603,1.290825913723318,Iris-versicolor
+76,6.171413559933244,2.2000003070573664,4.454157545129779,1.503727667669467,Iris-versicolor
+77,6.535849539026636,2.636768436448422,5.476613590338649,1.8728192835828452,Iris-virginica
+78,6.2141871811389535,2.709181883620287,5.138750669740948,1.8565241813469795,Iris-virginica
+79,5.353768762614222,3.0,4.444855185123418,1.4876575257227944,Iris-versicolor
+80,6.799734590213136,2.8072195477332307,4.817628756915769,1.4078762361381625,Iris-versicolor
+81,5.618208228669649,2.4742588556925043,3.763083805929808,1.07935870257946,Iris-versicolor
+82,4.911178470506187,2.4039312357360436,3.309360247608701,1.0658295274570653,Iris-versicolor
+83,5.466976848831744,2.4932658957122618,3.9647056285141358,1.1026693543597479,Iris-versicolor
+84,4.923345808188263,3.0623561071625054,1.437034853416837,0.40290690063384516,Iris-setosa
+85,4.791439961090884,3.0,1.3903662184269157,0.1,Iris-setosa
+86,6.087852106918856,3.0,4.578253538578335,1.4226801683251424,Iris-versicolor
+87,6.3200596372029825,2.7036989377106773,4.928249763517794,1.8001755853330497,Iris-virginica
+88,5.135551955594316,3.4995812824732884,1.3995333167125674,0.3156530524786405,Iris-setosa
+89,6.708479356019382,3.0,5.5047918981006845,2.010283359946752,Iris-virginica
+90,6.51648815949866,3.1958279490552868,5.081266889316659,2.0147523583995053,Iris-virginica
+91,5.887664957317449,3.2005547314608536,4.7725567386540915,1.7963537035987134,Iris-versicolor
+92,5.549958707211938,2.6793269125589267,4.430830444621157,1.2489640892497655,Iris-versicolor
+93,5.0254038763187205,2.4712595917433786,2.990492671510958,1.089515556412914,Iris-versicolor
+94,7.227476569595464,3.0,6.055107618772259,2.0214060597558916,Iris-virginica
+95,6.8109430575585055,3.102234503166859,5.098201375473262,2.274398242028284,Iris-virginica
+96,6.7060388754791616,3.0,4.993178037750351,1.7202765440716439,Iris-versicolor
+97,6.310980822000934,3.38363206263942,5.628397835800326,2.400885419100423,Iris-virginica
+98,4.495256243314912,2.2942400287126223,1.2979460061433137,0.30693318433431943,Iris-setosa
+99,5.954117212415417,2.2,4.947938443242915,1.46322893298414,Iris-virginica
+100,6.675246398836376,3.2975538032040435,5.704756238149816,2.107129061974919,Iris-virginica
+101,4.641859092009245,3.2431846453839475,1.4070047253175844,0.21783705145963522,Iris-setosa
+102,5.7959607292971835,2.764097298241491,5.1204414659968975,2.3917596462773587,Iris-virginica
+103,5.3637945720532745,3.820688634548464,1.5997115029745914,0.4053966093890636,Iris-setosa
+104,5.439618815194149,2.54876140915183,3.9116765343693225,1.1832967862942012,Iris-versicolor
+105,5.179043283326615,3.5857341395275206,1.4136214149503166,0.29622384319910533,Iris-setosa
+106,6.779652466367877,3.0428144291752264,5.109543576433136,2.216228479079731,Iris-virginica
+107,5.541875183442578,2.970813660712101,4.257696399713973,1.39360258778841,Iris-versicolor
+108,7.350113537220197,2.9020062795820727,6.337982555385026,1.8046431219311494,Iris-virginica
+109,6.31606939052018,2.297649372985966,4.372269589273921,1.306352116648007,Iris-versicolor
+110,6.6564172957062775,3.291650454185442,5.656437976911027,2.5,Iris-virginica
+111,5.381048068485333,3.802914274234481,1.5205396655964472,0.25588567247066885,Iris-setosa
+112,6.470319374970224,3.0,5.809162957409461,2.225867510932391,Iris-virginica
+113,4.900966933288589,3.0,1.3955336822681037,0.19557719385942285,Iris-setosa
+114,4.858475944522735,3.0,1.4047050687102107,0.21733982800188126,Iris-setosa
+115,5.117425184607101,3.797681405549965,1.4980824488459912,0.1975357885962184,Iris-setosa
+116,7.277037140631496,2.894945554318449,6.293130540128606,1.7975772241671926,Iris-virginica
+117,6.682139793021008,2.505335887400501,5.761130782554804,1.7980485784646405,Iris-virginica
+118,5.361479358854362,3.379998232177243,1.6366476291633463,0.19446957440000168,Iris-setosa
+119,6.322328731887042,3.318674100179535,4.702053329097441,1.5938059761879937,Iris-versicolor

iris/tab_ddpm/3_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/3_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/3_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/3_2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.702620040691749,2.4663974686767745,4.964119987597947,1.9825228852425505,Iris-virginica
+1,5.6142649991243,3.0,4.026846412478347,1.2736392963713477,Iris-versicolor
+2,4.903541845280149,3.069235509807797,1.4944530004281265,0.1,Iris-setosa
+3,5.995952724473608,2.909811079617182,5.2181299672228105,1.7890855705229922,Iris-virginica
+4,5.664984076007627,2.4472954650409275,5.0059979705288065,2.0205518786945156,Iris-virginica
+5,6.023900595585326,2.2000003061818942,4.99129965725262,1.4945839782896642,Iris-virginica
+6,5.081247406397281,3.551642444473913,1.4159804166399519,0.2852493968926554,Iris-setosa
+7,5.48986995949242,3.648524857363711,1.5995037232378178,0.36574255416405627,Iris-setosa
+8,4.504838120662432,2.288524998459197,1.2938735703477768,0.29133454371325457,Iris-setosa
+9,6.008129530861797,2.200000310265062,5.014072377279172,1.4880609995410166,Iris-virginica
+10,6.654149724401248,3.1500967638252586,5.5144865219414125,2.0018333761293277,Iris-virginica
+11,4.816087711582583,3.0,1.4019712504887931,0.1000000942115811,Iris-setosa
+12,6.502688731540436,3.0,5.502194537994876,1.803689922669788,Iris-virginica
+13,5.245003428748184,3.4023479009172464,1.4995871112833152,0.19937815868951608,Iris-setosa
+14,6.2845953493041655,2.2949970266085336,4.367706204429906,1.2767232799611299,Iris-versicolor
+15,6.12860618248575,2.8022248927206985,4.6954509611369915,1.1913674238070273,Iris-versicolor
+16,5.967290832680284,2.200000280732734,4.97882279652628,1.5215210743841288,Iris-virginica
+17,5.96902831310437,3.0,4.786692721938985,1.792710675541278,Iris-virginica
+18,4.400000524818227,2.904423119151724,1.3879595891169738,0.20007605799680403,Iris-setosa
+19,7.69555157866925,2.6092417791117652,6.89999832645684,2.2878196182260293,Iris-virginica
+20,6.8389718641536685,3.209756632853935,5.723304863500962,2.289913180805506,Iris-virginica
+21,5.394442207628632,3.5619650195714216,1.5041015911160622,0.20107504115374047,Iris-setosa
+22,4.818890954843798,3.0,1.4099106945623192,0.10000009216321194,Iris-setosa
+23,6.693243684267992,3.0,5.01971357602252,1.704866277197841,Iris-versicolor
+24,6.317729242232892,2.3526199556454794,4.446114493525489,1.3281288890591287,Iris-versicolor
+25,5.094387897158145,3.3034127581754182,1.6506406655844355,0.49878342274596416,Iris-setosa
+26,6.832025531909012,3.08084362801932,5.11985422771753,2.2877988444761366,Iris-virginica
+27,5.1823946899572695,2.6485989491556463,3.614045565505495,1.3670764800226545,Iris-versicolor
+28,5.759623763694939,2.649515339038796,5.063362288979105,1.936622291851314,Iris-virginica
+29,7.731599813807556,2.60160198163951,6.899998697910581,2.3051934738903705,Iris-virginica
+30,6.275468273480378,2.720793028893271,4.932292540412356,1.8091797222378083,Iris-virginica
+31,5.186625128136566,3.754736948932034,1.4417140657897967,0.3936107352547724,Iris-setosa
+32,6.230487514790673,2.2000005555650253,4.517696573214679,1.542695066352499,Iris-versicolor
+33,7.707463858022775,2.6029106265150355,6.899998555953241,2.2930640760994434,Iris-virginica
+34,6.600949504834151,3.2663160252750143,5.562969526312323,2.051453197596886,Iris-virginica
+35,4.7629088813051785,3.0,1.3917591909988722,0.2955124483148246,Iris-setosa
+36,4.9050436332894884,3.1153580180667473,1.5655430767735319,0.1,Iris-setosa
+37,6.128819597663808,2.8395040700060097,5.395347490768102,1.7573531087362222,Iris-virginica
+38,6.31643786440183,3.2873098372939356,4.7139329334168645,1.6207148854804414,Iris-versicolor
+39,5.797388064477449,2.7256130853071645,5.1050023682182255,1.8784290095858973,Iris-virginica
+40,4.819378107426861,3.0,1.3951176328675996,0.28458678606047033,Iris-setosa
+41,5.3153190570677165,3.853533114318101,1.6134799743436556,0.4165717628879336,Iris-setosa
+42,4.886759778625882,3.0,1.4024652620157843,0.20051943271651304,Iris-setosa
+43,6.319347510993529,2.91318684604654,5.635355463520865,1.7988844985978034,Iris-virginica
+44,4.489934361643957,2.2966992739700043,1.292535745674786,0.29852712208268467,Iris-setosa
+45,4.90606216567048,3.064907644016663,1.495651792075101,0.10000012271336789,Iris-setosa
+46,6.239348937277446,2.7514658723509964,5.61603871359203,1.7171754070794423,Iris-virginica
+47,5.148582957719723,3.3986191055355106,1.4811027214130041,0.20278598789186947,Iris-setosa
+48,6.510130932478011,3.0109320665983024,5.388318827887023,1.8360114202305353,Iris-virginica
+49,4.588841847241195,3.404255587622554,1.4008971434318573,0.3099402942838865,Iris-setosa
+50,5.4859817846307575,4.2,1.4034828486762674,0.2092373266940708,Iris-setosa
+51,5.907333503852316,3.0,5.06289158193553,1.7957215085041012,Iris-virginica
+52,6.14712475626341,2.2,4.509225192943351,1.4904490595587354,Iris-versicolor
+53,5.472760581640561,3.5421819439325324,1.8232408945194978,0.21237716180798122,Iris-setosa
+54,6.7586934015076885,3.0,5.609319493368832,2.0909512341232137,Iris-virginica
+55,6.313324392900561,3.4094501400181567,5.591130494743962,2.4068872978070575,Iris-virginica
+56,5.9968643242330835,2.94226821805716,4.431837934681836,1.4964013858895757,Iris-versicolor
+57,7.6866031047602466,2.5855767148833975,6.9,2.301428151630276,Iris-virginica
+58,6.604403656909896,3.0688646962993986,5.357313190529389,1.8960335695313002,Iris-virginica
+59,4.85903634448919,3.0,1.403820387597388,0.25187368726206666,Iris-setosa
+60,5.752757737227894,2.6205950852625968,5.070393949486854,1.9334482918124432,Iris-virginica
+61,6.74409153192505,3.1627330557455955,5.122417018201841,2.2043299835785595,Iris-virginica
+62,6.0004624502805735,2.200000305960681,4.97632524727684,1.5153132211491747,Iris-virginica
+63,5.08932455897536,3.69276219549086,1.5614262364947105,0.34712581587815144,Iris-setosa
+64,7.250559398747969,2.8859780167062956,6.268623961597105,1.7953900036889092,Iris-virginica
+65,5.229641622747745,3.7590483023781456,1.6016179793853955,0.19985831317474542,Iris-setosa
+66,6.833345658039933,3.1801941434316654,5.824130523037839,2.315205862554151,Iris-virginica
+67,4.579322346804372,3.1897553137480132,1.395690603486809,0.1906942018878994,Iris-setosa
+68,5.51310339931945,4.2,1.4068608103167652,0.21335529821219826,Iris-setosa
+69,5.5494754606332775,2.6580822053158406,4.180073305977868,1.267368021113694,Iris-versicolor
+70,4.505456669799214,2.309270525540022,1.304761882034164,0.38738453451163013,Iris-setosa
+71,5.6892938843415495,2.4777647963501312,4.971721373001001,1.9936265208588138,Iris-virginica
+72,5.004420950900559,3.316547906134341,1.4072702637022876,0.19729094884519266,Iris-setosa
+73,6.089305617290828,3.0,4.580400371661018,1.3495724324930194,Iris-versicolor
+74,4.857854985953003,3.029737884628328,1.4661147471815599,0.1000001186505649,Iris-setosa
+75,7.080895608328977,3.0,5.682212435850555,2.090922786266564,Iris-virginica
+76,4.566574064063111,3.31279240383362,1.3916228792780858,0.2550863016491298,Iris-setosa
+77,4.5903624636501075,3.207201628245859,1.4022527720228037,0.21712283051184772,Iris-setosa
+78,6.2678399229134225,2.5289341873136926,5.009510444699604,1.5185671968092338,Iris-versicolor
+79,6.301299430037424,3.4365025939679157,5.609828672256019,2.398522422903908,Iris-virginica
+80,6.057680958962217,2.200000279335198,5.005777580903129,1.5431318931168656,Iris-virginica
+81,5.388063071181192,3.4018709543644694,1.7047150616388622,0.19626620464853625,Iris-setosa
+82,4.783993485868647,3.0,1.3930674050984337,0.2959947361991951,Iris-setosa
+83,5.136951070055521,2.541710927952659,3.5480970688632882,1.2062640102890538,Iris-versicolor
+84,6.961849663105473,3.0541257498507566,5.735533557536023,2.2160667183939267,Iris-virginica
+85,6.9097970124539785,3.0772377682308236,5.108770624483781,2.2967771340856378,Iris-virginica
+86,4.884243317230459,3.229935417827037,1.3997489049985417,0.19208423902250293,Iris-setosa
+87,7.271617650718757,2.908685787632164,6.308639130754401,1.7988016316742925,Iris-virginica
+88,6.568056215071373,3.0,5.804402511738528,2.241051787584392,Iris-virginica
+89,5.832857729155507,2.8255730023503935,5.10765585550966,2.4190547243572498,Iris-virginica
+90,7.297606518296841,2.904489000535901,6.308862073892875,1.7957255787798465,Iris-virginica
+91,6.313854659727971,2.683570612262607,4.96288574815248,1.792154962605213,Iris-virginica
+92,7.664007209532986,2.6137703563152432,6.89999841042793,2.2958531315110697,Iris-virginica
+93,5.830247267091664,2.8170772464306504,5.092864549545774,2.384572547527493,Iris-virginica
+94,4.897460593902949,3.1267009296986883,1.4933793250226632,0.1000000945376128,Iris-setosa
+95,7.72417969802841,2.601850441538976,6.9,2.3140978927460116,Iris-virginica
+96,7.7269771801398,2.6049499908330427,6.9,2.3223102194202636,Iris-virginica
+97,7.065069942518196,3.0111550717737945,5.932858889063501,2.171616234699173,Iris-virginica
+98,4.944208636820896,2.429329810346295,3.142382596944855,1.0612157209338866,Iris-versicolor
+99,7.7395489202820364,2.625364316775281,6.9,2.3059951246376524,Iris-virginica
+100,5.810399300163763,2.8325313619844104,5.115761619251311,2.395472200365573,Iris-virginica
+101,5.9412169735032005,3.217979343912757,4.804863982993979,1.776484887465638,Iris-versicolor
+102,6.864161921398837,3.202565463808904,5.812775280006274,2.295786368296689,Iris-virginica
+103,5.890474406196059,3.2076761823731452,4.784488359379949,1.7960597649093857,Iris-versicolor
+104,7.0469366103860285,3.0753998382647465,5.734110054134502,2.215927446727952,Iris-virginica
+105,4.813103365611772,3.0,1.3997609997808969,0.33229764663750705,Iris-setosa
+106,7.016194869274393,3.069213624292622,5.741351304773926,2.223459713639186,Iris-virginica
+107,5.206174773444419,2.5830782471566156,3.629011241459229,1.2798760171555024,Iris-versicolor
+108,7.301154489547851,2.879300043474947,6.309034285897349,1.8054063875550064,Iris-virginica
+109,6.035554325158533,2.9342692231232834,4.416828448277187,1.5522086701589817,Iris-versicolor
+110,6.482204655199437,3.0,5.882838484571396,2.239552061534567,Iris-virginica
+111,5.870420299588012,2.8108517728111724,5.1080882105061765,2.382294604798841,Iris-virginica
+112,5.650685261254516,3.0,3.812135749786172,1.337230719909589,Iris-versicolor
+113,5.5834664216352206,2.871620247060736,3.7608205930713297,1.2323858547565942,Iris-versicolor
+114,5.844710083119991,2.9103837817458804,4.5431105539309256,1.3385537106513308,Iris-versicolor
+115,5.1564668766767685,3.5636728168419842,1.490182510433192,0.3726685944218474,Iris-setosa
+116,5.416201284907918,3.437557185831847,1.802057579498265,0.19864717595375525,Iris-setosa
+117,7.695775827762,2.5981696436003237,6.9,2.2824436894421414,Iris-virginica
+118,5.035146442611471,3.5463399393164634,1.6144237977025069,0.41772010630517725,Iris-setosa
+119,6.762202936272095,3.28593638533048,5.678091751905951,2.4999987360549425,Iris-virginica

iris/tab_ddpm/3_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/3_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/3_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/3_2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5469879744799275,2.428153646236866,3.7720627516687513,1.0868414918480531,Iris-versicolor
+1,6.396598481875757,2.9084241702303455,4.299837713500147,1.302755899494084,Iris-versicolor
+2,5.906883356539227,2.694298057278952,5.06006617103474,1.5342156427505151,Iris-versicolor
+3,6.1599619089141004,2.2,4.407550431422567,1.4931660014208445,Iris-versicolor
+4,5.429385043270003,2.9007568962327883,3.919791577404035,1.440497116542386,Iris-versicolor
+5,5.010339569598176,3.2081095784012006,1.2,0.20113823883766146,Iris-setosa
+6,6.518996571748472,3.0,5.512794908254257,1.8028402086419226,Iris-virginica
+7,6.232560824010365,2.7111262813044985,5.567626010716303,1.620555556012996,Iris-virginica
+8,4.610236606695971,3.1561317321502003,1.4005063211382465,0.19394574215379107,Iris-setosa
+9,5.025247642362937,3.376463543797984,1.4399775213470885,0.2511975779811644,Iris-setosa
+10,7.9,3.793984608676804,6.397162196981074,2.017022581627546,Iris-virginica
+11,6.329553629696607,2.7260687871292157,5.004105711744971,1.8001915558803396,Iris-virginica
+12,5.978961498338203,2.98663898031264,4.546817679105869,1.348913082928463,Iris-versicolor
+13,5.010575230319352,3.3108545229871016,1.4151993146345714,0.2025482804987455,Iris-setosa
+14,5.530986908808407,2.521469639829539,4.049487879193092,1.0959865651725742,Iris-versicolor
+15,4.870827879733263,3.0,1.3987240726999663,0.19361309744916,Iris-setosa
+16,7.2955343900029614,2.9152637067354235,6.274126667088791,1.7955865969053915,Iris-virginica
+17,6.171116267474839,2.200000398370245,4.44329971665214,1.4889943779289414,Iris-versicolor
+18,6.54925450195565,3.2103723306064103,5.076924554421999,2.0335536968643853,Iris-virginica
+19,6.779663443119898,3.0,5.662436701849274,2.0135898864874626,Iris-virginica
+20,6.717229022662012,3.3059366054700035,5.704081791016736,2.097436013877826,Iris-virginica
+21,4.905098608613985,2.398943572628804,3.1689208263798205,1.0299948311731697,Iris-versicolor
+22,6.222881030407275,2.200003233181,4.504942107128341,1.4647871282291696,Iris-versicolor
+23,6.8864377127266305,2.9109622374099358,4.923018209382871,1.5150149407187337,Iris-versicolor
+24,5.450090475096324,3.5140720325428414,1.6073925263594362,0.41417206489651265,Iris-setosa
+25,6.307708991399216,2.312867962059547,4.441227945272132,1.3094424220385392,Iris-versicolor
+26,6.599130903170544,3.0660880733001137,5.432570102490773,1.9558256641253136,Iris-virginica
+27,6.006445019426901,2.7120457978145707,5.109118106307276,1.6145664528097066,Iris-versicolor
+28,6.690574275414433,3.290867912029146,5.79233924941514,2.0864726813288774,Iris-virginica
+29,6.066270079671626,2.8082336747229437,4.724694310556374,1.206007683875658,Iris-versicolor
+30,6.745323320178063,3.0,5.564532831194163,2.181232401921875,Iris-virginica
+31,6.733666074043822,2.5176398368605666,5.8550365576611085,1.8045942327119413,Iris-virginica
+32,5.747845565114878,2.593674817467122,5.059979796291952,1.9367931781034335,Iris-virginica
+33,6.493688062967267,3.0,5.430867922236199,1.8039260707414428,Iris-virginica
+34,4.596226052624857,3.218798990992769,1.3978817603181932,0.1984057715740597,Iris-setosa
+35,6.731083204699983,2.478623178381018,5.77164216936822,1.8010322111332526,Iris-virginica
+36,6.308025188131094,3.299647743170171,4.700207512120284,1.592398131762264,Iris-versicolor
+37,6.743066192671494,2.9466679092127173,4.908563520871182,1.5851748391310418,Iris-versicolor
+38,6.857551031460104,3.206892925420812,5.754346412339172,2.3014821620831056,Iris-virginica
+39,6.806099385408491,3.101964242584324,5.10645566949177,2.3315588409483174,Iris-virginica
+40,5.034522715015935,3.210688157112358,1.2000002402120866,0.20158970978660018,Iris-setosa
+41,6.6680108992102225,2.9365533225855454,5.883620703747814,1.782131703095849,Iris-virginica
+42,4.87643700515057,3.072834824859027,1.7431126028118313,0.10000010464399967,Iris-setosa
+43,5.956419705699006,2.2,5.006202654644242,1.4966150659212354,Iris-virginica
+44,5.347501305032392,3.8713082877090854,1.6681618398779239,0.38304301745234043,Iris-setosa
+45,5.517354792370083,2.575739775801698,4.3491547750620665,1.158528101679663,Iris-versicolor
+46,6.317336373561847,2.3081065518649035,4.442876129772854,1.3155892960293485,Iris-versicolor
+47,6.956677698645431,3.0,5.695225888718973,2.0224184540521555,Iris-virginica
+48,6.922909417180412,3.105760620447698,5.113484858273909,2.3055002502703017,Iris-virginica
+49,5.977121189546944,2.2000003540002524,4.966642306667608,1.530741842367893,Iris-virginica
+50,4.610677511903433,3.391856693451261,1.4005312990061045,0.2968740487240692,Iris-setosa
+51,4.5806839573775395,3.4502433775347705,1.400934012906363,0.33741653414033446,Iris-setosa
+52,4.496580879996635,2.300593005603911,1.3116717739999217,0.291654851186049,Iris-setosa
+53,6.269279561710681,2.883308531072828,4.599974531233201,1.2413143075794675,Iris-versicolor
+54,4.600002094733492,3.4437705670014065,1.3972246538552746,0.29098439087404937,Iris-setosa
+55,5.453919404218098,4.199999233155433,1.4086407761345465,0.19991200788096175,Iris-setosa
+56,5.769396254702514,2.714907035751202,4.54733136646369,1.1723183587033497,Iris-versicolor
+57,6.555477734593889,2.9494015562555873,5.707638368761951,2.1160858740214294,Iris-virginica
+58,4.975013431514298,3.2987380081253637,1.404536671085649,0.19810099646085627,Iris-setosa
+59,5.566979437220804,3.653916319926405,1.7324456279052365,0.3113256639340802,Iris-setosa
+60,6.416534923680558,3.0,5.503601340256328,1.7869655138505895,Iris-virginica
+61,6.023229462369172,3.0,4.788731802698965,1.802726005998764,Iris-virginica
+62,6.772361722068727,2.833454586987104,4.830656140217615,1.4211138885207308,Iris-versicolor
+63,5.3766958644833265,2.989804676121649,4.407467218766007,1.5080592190942197,Iris-versicolor
+64,5.914571297031191,3.206166605487749,4.771818038338044,1.8050834627086036,Iris-versicolor
+65,5.604234709581663,2.551534308476297,4.1183743976644855,1.1366306840016487,Iris-versicolor
+66,6.251625424595692,2.892259815019186,5.519656421443342,1.801130330274736,Iris-virginica
+67,6.7181761790432395,3.2818664411591576,5.742952258495435,2.1232083746229926,Iris-virginica
+68,5.507109206617947,2.497433120805825,3.9863532731603906,1.1348165713926246,Iris-versicolor
+69,6.725080536921199,3.3000137999593577,5.699727742584216,2.5,Iris-virginica
+70,7.683481132581149,2.5949323635298795,6.899998842241308,2.30125233557526,Iris-virginica
+71,5.5299416965818615,2.3844008095509457,3.805731545761058,1.1044469056117125,Iris-versicolor
+72,6.173807052249977,2.2,4.470223022602562,1.5101465924984283,Iris-versicolor
+73,4.874519148991869,3.088619607871391,1.5510733547185085,0.10000010492472489,Iris-setosa
+74,6.9788673928452924,3.1842580578629227,5.778986626085104,2.3135426577797666,Iris-virginica
+75,4.989652324534602,2.4527279796371055,2.9444641094335307,1.0768642590392108,Iris-versicolor
+76,4.481434472226165,2.277652334815695,1.3099660237165964,0.2886294143858784,Iris-setosa
+77,4.6327433990369,3.376372954581213,1.403959375937378,0.28857827111327716,Iris-setosa
+78,4.820099070250942,3.0104543230663174,1.4480688037056035,0.1,Iris-setosa
+79,6.822649663528989,3.1619670247337037,5.858694545361049,2.2835355242556483,Iris-virginica
+80,5.116197153106528,3.866340568055831,1.6323341603064894,0.20832293376215832,Iris-setosa
+81,4.985300917733761,3.2042190884821933,1.2,0.204282993122554,Iris-setosa
+82,5.570554416481605,2.726042071138856,3.9290493713563546,1.2912846501521833,Iris-versicolor
+83,5.952410186593235,3.0,5.10491775030675,1.7999436659533785,Iris-virginica
+84,4.906478855262023,3.095619700201001,1.7512187356911766,0.10000010733333028,Iris-setosa
+85,5.964129448239031,3.0180476605968796,4.332532651580792,1.5330197887365333,Iris-versicolor
+86,6.989388429750895,3.0,5.736933480354118,2.108346435732152,Iris-virginica
+87,4.865754452359094,3.0,1.4067688949047261,0.1,Iris-setosa
+88,4.4,2.865710216935734,1.4075921183756235,0.20541363188276615,Iris-setosa
+89,5.997932599768122,3.0,4.367810123287444,1.5670531641479835,Iris-versicolor
+90,5.731923142930756,2.501931615892242,4.9410231732688885,1.9947376455932488,Iris-virginica
+91,6.263123114576082,3.400338816993618,5.601041436392855,2.39581400426587,Iris-virginica
+92,5.556225564740447,2.536310445467252,3.832146828216813,1.1489028116488373,Iris-versicolor
+93,4.584800795002597,3.40257056866688,1.4016430024592335,0.288807779677035,Iris-setosa
+94,6.049647917448201,3.0,4.479764641384415,1.5120298802636194,Iris-versicolor
+95,5.13689074619581,3.7023650911580095,1.7175499877864073,0.2624729465045178,Iris-setosa
+96,6.3150130051344755,2.294603487469916,4.413972176600414,1.2829022072032772,Iris-versicolor
+97,7.712291778223509,2.621594647810972,6.9,2.3079505527027657,Iris-virginica
+98,5.978641124030766,2.7033597911074367,5.096224328951622,1.5944978002272594,Iris-versicolor
+99,7.276506664423437,2.892340419234009,6.274096447267838,1.79891200523199,Iris-virginica
+100,4.904043975558993,3.1231551064905227,1.6187520247107572,0.1,Iris-setosa
+101,5.328453033962007,3.845366182477383,1.7058419799856201,0.3780486938490387,Iris-setosa
+102,5.329587904418902,3.383804107353442,1.5879703452553404,0.20512673168098286,Iris-setosa
+103,5.446223631931718,3.0,4.486128149577253,1.4770427494032474,Iris-versicolor
+104,6.4602518847964285,3.1797066486978074,5.071360426233424,2.0174538468620526,Iris-virginica
+105,6.5773813044421106,3.0,5.59535857897471,2.1351121839305556,Iris-virginica
+106,4.847668261021731,3.0,1.3787030453378781,0.24930734345136102,Iris-setosa
+107,4.8630808676243165,3.069193521708023,1.46603593901038,0.1,Iris-setosa
+108,5.4883026599549165,2.620100237692218,4.012324471175555,1.2560794917695537,Iris-versicolor
+109,5.899208393881034,3.1742666831553605,4.777048115922478,1.7954388319010024,Iris-versicolor
+110,5.787631046705966,2.913554351374653,4.317587098131514,1.3324990720825411,Iris-versicolor
+111,6.471531835139098,2.9696863611579816,5.80547845027319,1.9891906578482343,Iris-virginica
+112,7.04381891850984,3.0,5.707123397522179,2.0836339176540792,Iris-virginica
+113,4.740683472684631,3.409582966839687,1.4059329218782906,0.2902666167485209,Iris-setosa
+114,5.154603767466093,3.7495894935258467,1.4969211722007425,0.20630215784578174,Iris-setosa
+115,5.077174298634384,2.5893621153857027,3.552513719918314,1.319740609090232,Iris-versicolor
+116,4.621852453980211,3.1964921315004986,1.4035971499010147,0.2016247315010642,Iris-setosa
+117,4.617871447406338,3.298495769924853,1.3935892431513646,0.22837715022003266,Iris-setosa
+118,6.69912383186701,3.1240853488327325,5.110772624996389,2.164662334721976,Iris-virginica
+119,5.806481181263458,2.8007429087734215,5.0860539455487634,2.4060852551137426,Iris-virginica

iris/tab_ddpm/3_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/3_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/3_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/3_2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.635358324891045,2.734300154770671,4.499413873794954,1.2718757912318974,Iris-versicolor
+1,6.02568028683372,2.9204195166334643,4.324913070929818,1.4150854752785977,Iris-versicolor
+2,5.6494137839143,3.0,4.180232865298517,1.335934587686788,Iris-versicolor
+3,6.214022611681771,2.2000002863246726,4.550143880694887,1.4746225567996776,Iris-versicolor
+4,4.782170358660194,3.0,1.3775500678950352,0.10000009558119474,Iris-setosa
+5,5.520681736963838,2.6154571496177033,4.273598694696611,1.2614801414889762,Iris-versicolor
+6,5.979465281936545,3.0,4.458052747220922,1.556040424904698,Iris-versicolor
+7,6.153711066188392,2.20000028985766,4.463693917446462,1.5004867566974012,Iris-versicolor
+8,6.852105720250526,3.0840652238728716,5.1042261271280625,2.273321057612146,Iris-virginica
+9,7.699969812304791,2.582898255621207,6.9,2.29907573722669,Iris-virginica
+10,5.084861933440158,3.6266494918384953,1.5040205150197765,0.4564056830212285,Iris-setosa
+11,7.8999982520172995,3.7687167389496796,6.357641559323182,1.9843641875940683,Iris-virginica
+12,4.872918386951337,3.084631609294883,1.4920430913905998,0.1,Iris-setosa
+13,6.807745287058606,3.1980315452109296,5.901682782404974,2.2692899026933127,Iris-virginica
+14,7.899998744833339,3.7573296042170514,6.4527715139792186,1.9896161751107775,Iris-virginica
+15,5.050800582300735,3.444848580563422,1.4004345643834688,0.24978853321058617,Iris-setosa
+16,6.183500361372332,2.2000002826649365,4.46994861057077,1.4735920744683035,Iris-versicolor
+17,6.325028940398615,2.68996557776762,4.913425948380386,1.8062475705040701,Iris-virginica
+18,6.357230870033934,2.702001419334733,5.42760708215992,1.8016859780677257,Iris-virginica
+19,4.8950699236910244,3.055284157316976,1.4775197322636313,0.10000010022415128,Iris-setosa
+20,5.640606781355759,3.8027033263452967,1.9247901521864772,0.38512486687779895,Iris-setosa
+21,5.979954447872071,2.707754959763718,5.090051922370861,1.5902257968855567,Iris-versicolor
+22,5.617199408503235,2.6899040527627904,3.7645418436469704,1.2736469924717937,Iris-versicolor
+23,7.9,3.777719749481511,6.403103272512737,2.0117788473443623,Iris-virginica
+24,6.289975748822038,2.6540600688675484,4.930306446846058,1.793531974503935,Iris-virginica
+25,5.649118720245784,2.3747221672499506,3.833739929300719,1.135983916810736,Iris-versicolor
+26,4.70623124127087,3.234118148238326,1.4064452932913527,0.1950517146453141,Iris-setosa
+27,5.760065486850804,3.062091312854115,4.69948161395603,1.738164039704662,Iris-versicolor
+28,6.9458985153823605,3.102022065024321,5.66942768629061,2.2606671899021658,Iris-virginica
+29,5.84158002707368,3.209573424788076,4.735234375661169,1.8098645224645706,Iris-versicolor
+30,6.77213967629954,2.8659636110351365,4.8325219171823095,1.4290734113367753,Iris-versicolor
+31,4.504687232211568,2.2957558640867854,1.304176789557715,0.3624431176642715,Iris-setosa
+32,5.31525533082885,3.9107810905115596,1.5518583892393827,0.37595097656151555,Iris-setosa
+33,4.887582722161809,3.1047291605788447,1.4913697760915732,0.10000016027568083,Iris-setosa
+34,6.706503696504876,2.4861676578055842,5.827334248693181,1.8051046711896417,Iris-virginica
+35,4.996177907442711,3.2033424145420866,1.2000002421814753,0.19716867648156136,Iris-setosa
+36,5.047599772240679,3.3570935710261605,1.4025513529324625,0.20884726067861564,Iris-setosa
+37,7.190714986119039,3.0,6.062445543005411,1.9727206768427048,Iris-virginica
+38,5.092691141708215,2.60075193509066,3.7068939354541333,1.3662638650693628,Iris-versicolor
+39,6.492823607278219,3.0,5.448484452474083,1.8088316629283943,Iris-virginica
+40,4.88982630847011,3.0,1.38639666348301,0.20745081348175637,Iris-setosa
+41,4.886918499710074,2.3945951931724405,3.5455982052623214,1.0249462742133018,Iris-versicolor
+42,5.983261286585553,3.0,4.513131828259623,1.4298297773753248,Iris-versicolor
+43,7.713916475939281,2.6133181800602996,6.899998786367373,2.2991964797817657,Iris-virginica
+44,6.69783927282793,2.5156775397823266,5.877641252058254,1.8042418034795478,Iris-virginica
+45,6.665851827938696,3.2729648030983682,5.624046056436734,2.104754613542397,Iris-virginica
+46,6.385433715870171,2.9049643510404835,4.280805033809534,1.3193636319930917,Iris-versicolor
+47,5.796027289342624,2.796169881060185,5.110751504076724,2.3900414064975988,Iris-virginica
+48,6.729859273177476,3.2748066525017197,5.678340779228986,2.1533449044848085,Iris-virginica
+49,5.036786754619203,2.448672028201896,3.0730471005969227,1.0472064376391463,Iris-versicolor
+50,7.685638820739274,2.61491907081343,6.8999988498411895,2.300963594731002,Iris-virginica
+51,4.960289092986948,2.4301062348731888,3.335349030793364,1.0931838369915674,Iris-versicolor
+52,5.476648664681369,3.4324996948465887,1.704133084436115,0.20335665320730117,Iris-setosa
+53,7.696812133689238,2.606289727671473,6.9,2.308161047460338,Iris-virginica
+54,5.4829471925599575,4.2,1.3747865323064736,0.19384990116436732,Iris-setosa
+55,4.667692096558213,3.4048725379264626,1.4022372368541625,0.29929492263037216,Iris-setosa
+56,6.139521627708211,3.0,4.603943519285913,1.409506236489015,Iris-versicolor
+57,5.421625285090448,3.3991035871942774,1.714146962612849,0.20138214338667426,Iris-setosa
+58,5.570130541290324,2.5355871090123983,4.0329802861030135,1.1297759336299527,Iris-versicolor
+59,6.884367720765078,3.0925262590116023,5.09836176725066,2.3073245183718076,Iris-virginica
+60,5.573125504778821,2.5275534268874176,4.063737075575582,1.128523747947293,Iris-versicolor
+61,4.890656988095799,3.1023413678805776,1.5887600382524463,0.1000001042231874,Iris-setosa
+62,5.931966129135687,2.9883272664823797,5.135805009412902,1.8126848313124735,Iris-virginica
+63,6.714658813264132,3.28193227088967,5.7084906535735005,2.123635499663855,Iris-virginica
+64,5.712262456428132,2.485861857351807,5.014815181686555,2.0125140677515883,Iris-virginica
+65,5.980370616133191,3.0,4.770620496946173,1.8007189033694404,Iris-virginica
+66,6.946992344550672,3.172444092544408,5.847014082962824,2.2747378563884,Iris-virginica
+67,5.991695092502816,3.0,5.003259338222443,1.8040364257750556,Iris-virginica
+68,5.46121108520392,3.400563552936698,1.8149914338830988,0.198499000068888,Iris-setosa
+69,5.798097390851615,2.986574979962776,4.2734308434098764,1.4189176901359248,Iris-versicolor
+70,6.093387508633614,3.0,4.54698950902011,1.3783417257607093,Iris-versicolor
+71,6.026984862760318,2.694991694767574,5.114348039958665,1.606534447613105,Iris-versicolor
+72,7.721874109756822,2.5950272451600656,6.9,2.302277710986737,Iris-virginica
+73,5.6252004909337545,2.4695626962119213,4.034461131610923,1.1271440761262626,Iris-versicolor
+74,6.31053877553893,3.4009300030322707,5.579891607933615,2.40591458351004,Iris-virginica
+75,6.732040429868996,3.313494894381932,5.678113253943518,2.5,Iris-virginica
+76,4.607956650285031,3.4101181481490195,1.4003693298402562,0.36528481755294523,Iris-setosa
+77,5.7130195395805465,3.0,4.269756508838344,1.3887149304276618,Iris-versicolor
+78,7.2279460782455764,2.8871223070242977,6.247065490281604,1.810260602773172,Iris-virginica
+79,6.682702890314965,3.0,4.965685306016332,1.7223788315601674,Iris-versicolor
+80,4.898153475590224,3.10885729780287,1.5294818855373558,0.1,Iris-setosa
+81,6.6268745302781085,2.5578692798412157,5.652820846312642,1.8177280635974964,Iris-virginica
+82,6.787513339727952,3.0,5.509774330013809,2.068736196111332,Iris-virginica
+83,6.320280575173927,2.4292718852158406,4.770385410605688,1.467410850127649,Iris-versicolor
+84,5.418276764313808,3.0,4.484878807384903,1.4830225362803353,Iris-versicolor
+85,6.73652980727469,3.295866835617844,5.792740687653488,2.499999472164541,Iris-virginica
+86,6.720205582334128,3.292757857027926,5.6893132957248564,2.1048709729546298,Iris-virginica
+87,5.4396623728855245,4.1999989737629715,1.3742359624928506,0.19442921848153205,Iris-setosa
+88,6.041934636341984,2.2000003059546684,5.006826395669315,1.5268092254595116,Iris-virginica
+89,6.013790301425358,2.696022028279355,5.107102578823465,1.6190517356711267,Iris-versicolor
+90,6.691841827639912,3.0,4.98156132911824,1.696387742004896,Iris-versicolor
+91,6.756518899099591,3.0,5.742297632663327,2.1426864096229523,Iris-virginica
+92,5.464517717132244,3.903634125079772,1.7551856748897787,0.39672942973401676,Iris-setosa
+93,6.367982816818935,3.0,5.449883026415727,1.816161171912566,Iris-virginica
+94,5.00362439418915,3.2263934287473677,1.2000002411759056,0.20134078469137923,Iris-setosa
+95,5.511060449385283,4.199999217305303,1.4031496858438346,0.19655707908114992,Iris-setosa
+96,4.633687564081155,3.360562555977676,1.3989980825486976,0.290959292974626,Iris-setosa
+97,5.663433992808518,2.4569121049173175,4.019284903740528,1.1536839379432242,Iris-versicolor
+98,5.504429593202921,4.2,1.3969144394225816,0.20548238253683682,Iris-setosa
+99,4.6089031451869085,3.127920969273515,1.4070464893138968,0.20214188002483285,Iris-setosa
+100,6.401251586297852,2.776283193036305,5.115655914937727,1.8839349675292376,Iris-virginica
+101,5.616759788012969,2.6604014531535265,4.196545803009122,1.2545888830539953,Iris-versicolor
+102,6.350737955630293,2.4050365922385217,4.784312262576073,1.4359749776379338,Iris-versicolor
+103,5.900412538398111,2.716787546857797,5.002706792774638,1.4988258693643648,Iris-versicolor
+104,5.486259854844399,4.199999179261474,1.3975510635180717,0.19075465180234003,Iris-setosa
+105,6.463957966928489,2.786391431409852,4.949547819582595,1.5538181025505278,Iris-versicolor
+106,6.797747295435288,3.203106577872807,5.81817199941471,2.299512813840945,Iris-virginica
+107,4.9807986684792755,3.22873231952502,1.2,0.20088002978302497,Iris-setosa
+108,5.237904777251682,3.671988544574365,1.6272307105028334,0.20192395553833553,Iris-setosa
+109,6.783463824429056,3.200848637671523,5.95400022949586,2.299701148176797,Iris-virginica
+110,6.39324548016939,2.883985761506641,4.246029475989651,1.2780347620011512,Iris-versicolor
+111,5.7951913264732715,2.826384181370041,5.094711772853192,2.4082652802319586,Iris-virginica
+112,7.13622313608604,2.9241216169132374,6.140516032611572,1.8853015524692982,Iris-virginica
+113,6.31775566490056,3.3158487986389917,4.7352071191351675,1.606467599454064,Iris-versicolor
+114,5.498509568083599,2.5012157312246983,4.195097469834941,1.0903625694585388,Iris-versicolor
+115,5.472461129614187,2.3701193570860997,3.751982124753235,1.0996061034570919,Iris-versicolor
+116,6.918012854489218,3.0102313420410938,5.2778341871166115,2.246704955457809,Iris-virginica
+117,6.102916206764547,2.603386587491637,5.635579368668945,1.4128267279204285,Iris-virginica
+118,5.14400059815021,3.678870562714463,1.4995709996363056,0.4618574468521027,Iris-setosa
+119,4.500622413063719,2.31035648320824,1.3072345412434725,0.31864986047714894,Iris-setosa

iris/tab_ddpm/3_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/3_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/3_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/3_2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.89061688820897,3.0,1.3898979760599066,0.19455241417314717,Iris-setosa
+1,5.429030791222919,3.0,4.522592168792599,1.563686283569374,Iris-versicolor
+2,6.7075210862070485,3.100270817453752,5.880294089520072,2.27800360146598,Iris-virginica
+3,6.096085172980739,3.0,4.3416416604017165,1.4846044135559833,Iris-versicolor
+4,6.6548930544472595,3.256017297412892,5.648700388303262,2.092697014683578,Iris-virginica
+5,6.087633906074585,2.6093343042766888,5.5974402280051,1.4314274486547638,Iris-virginica
+6,6.663533516649582,3.0,5.005461222603631,1.7041796372533473,Iris-versicolor
+7,5.482160185160742,2.370557553317452,3.854662609286717,1.1150907833058132,Iris-versicolor
+8,4.994117803513586,3.4010850874344984,1.511067542981044,0.4908340948428549,Iris-setosa
+9,5.2258424478859595,3.402589444519943,1.4931578110681236,0.20358323885189097,Iris-setosa
+10,5.001976573510465,2.4525371108132332,2.973302915787443,1.004493529529731,Iris-versicolor
+11,6.297148873309714,2.7002422373793724,4.8962523976470385,1.7913233756087343,Iris-virginica
+12,6.021896695560671,2.2000003282569587,4.957842987544238,1.512024840283102,Iris-virginica
+13,5.591117700365304,2.9944538653211725,3.9730218638173476,1.3177767018153501,Iris-versicolor
+14,4.91924684920858,2.400480366648885,3.2474504858388626,0.9652972776539979,Iris-versicolor
+15,4.913733017288215,3.2730214486188953,1.4018939114761642,0.20019072982252456,Iris-setosa
+16,5.999973666555545,3.0,4.808945914303768,1.7979993729959682,Iris-virginica
+17,5.816288490621269,2.753368432789702,5.1195836538876875,1.861953877888242,Iris-virginica
+18,5.524295158630342,2.631834366737495,4.068924431792671,1.2480251674136822,Iris-versicolor
+19,4.4,2.900556829652755,1.3938740599000774,0.19395583577863862,Iris-setosa
+20,5.583522809216821,2.468201011924819,3.712772791229482,1.1044431485569475,Iris-versicolor
+21,5.000089303548113,2.4502597960282237,3.281247996565392,1.0655888901739743,Iris-versicolor
+22,5.205898328066062,3.7656571523593327,1.5212305668372712,0.44035388959989386,Iris-setosa
+23,6.357089831181791,2.705836263880306,5.273380268716113,1.8740851865383614,Iris-virginica
+24,5.464114298151213,3.5007916458064696,1.6302971115380218,0.20481013206332138,Iris-setosa
+25,5.7852136968779195,3.0,3.883982753527054,1.4184721773444675,Iris-versicolor
+26,4.4,2.9171377892534722,1.3909430134023522,0.1959661014216923,Iris-setosa
+27,6.756003432915181,2.836951007447647,4.719509568508566,1.3814375887190116,Iris-versicolor
+28,4.9198810880860036,3.0,1.3961558689109401,0.19114700870522186,Iris-setosa
+29,7.899998874793415,3.7378711487888565,6.414434013521886,2.0200860566800496,Iris-virginica
+30,6.014128368174656,3.0,4.884584642839081,1.810077601011375,Iris-virginica
+31,5.084670800734756,3.779702795758922,1.6052132662034495,0.2124424494817487,Iris-setosa
+32,4.4000005534855156,2.9182357680491613,1.3956136909206318,0.20065285039160863,Iris-setosa
+33,6.7921085629858515,3.19887996284207,5.8535716698326645,2.2812563616851795,Iris-virginica
+34,5.897171008304374,3.0,5.1298674337519525,1.795807232697748,Iris-virginica
+35,5.48699066111414,2.5886581998616323,4.332577849248596,1.182997695329116,Iris-versicolor
+36,6.137728700881366,2.9258051013536166,5.323094742219563,1.7750540013194724,Iris-virginica
+37,4.983455820791183,3.2092568632233416,1.2,0.19790935374629948,Iris-setosa
+38,4.80118865336508,3.0045559769941517,1.4274832478249724,0.10000009881734652,Iris-setosa
+39,5.087889739205979,2.4716046615522864,3.460193003787419,1.1681280727332837,Iris-versicolor
+40,5.118370612169572,2.5128543293685026,3.2251497410441514,1.1266991576129222,Iris-versicolor
+41,5.7787569092133815,2.9023406878349136,4.034452457186955,1.4097930398826013,Iris-versicolor
+42,6.531062972431177,3.0,5.681638565074544,2.165463579709642,Iris-virginica
+43,6.756136708082558,3.136056698227217,5.896990413498753,2.276923602440577,Iris-virginica
+44,7.9,3.704143407034598,6.423934625457126,2.043330068856156,Iris-virginica
+45,6.119770987723637,3.0415800271339144,4.655422274224583,1.5002501717279337,Iris-versicolor
+46,7.899998389153213,3.7804288806328175,6.486271866315616,1.9623384801501864,Iris-virginica
+47,5.003832027597828,3.4086120509234674,1.5298259759934802,0.4010835590806841,Iris-setosa
+48,5.479276342855269,2.470622664777734,4.120134520301775,1.1217344723919642,Iris-versicolor
+49,5.346014685023345,3.3742498846549807,1.5577049514755599,0.43603976578299564,Iris-setosa
+50,6.293322902919587,2.9062428235868265,5.614001903800945,1.8013261251127273,Iris-virginica
+51,6.014086174275442,2.2000003404657855,4.991779941989355,1.4792475474414806,Iris-virginica
+52,4.949412976135465,3.259345632296415,1.3802215780148377,0.19401147317253253,Iris-setosa
+53,6.292492315332659,2.730173639656137,4.9220402083702135,1.7954928009857727,Iris-virginica
+54,5.5475281647884875,2.528686249562134,3.955361766080191,1.1158559605260283,Iris-versicolor
+55,6.7065549116436785,3.0,5.018801670363493,1.7218001004878438,Iris-versicolor
+56,5.8764019403048495,2.798589382273889,4.5635633023461315,1.2860229518014183,Iris-versicolor
+57,5.981664487151738,3.2521487338008166,4.827281364203874,1.7609595496963069,Iris-versicolor
+58,6.018586914171294,2.2,5.00254611715885,1.5233312026946655,Iris-virginica
+59,5.899347164698924,3.0,5.057655961897625,1.7978125658572455,Iris-virginica
+60,6.7956873570645255,3.0,5.476372946770928,2.102784824488598,Iris-virginica
+61,5.378500929163173,2.4205946559325704,3.5873144644237076,1.0877948667365853,Iris-versicolor
+62,6.015401894355505,3.0,4.845397439193395,1.8000777526304086,Iris-virginica
+63,5.828418452821641,2.706536901493437,5.1077186221461925,1.868064925595187,Iris-virginica
+64,6.23816229176707,3.0404240858100353,5.017592478686769,1.9207745322929994,Iris-virginica
+65,4.9841491992853335,3.2090382399779345,1.2,0.1913951800797722,Iris-setosa
+66,5.046756295665212,3.3420165397678208,1.411382382388886,0.2014144499634576,Iris-setosa
+67,6.275614706538127,3.299796670986763,4.695276632735845,1.560894367979274,Iris-versicolor
+68,6.319472737194059,2.726054769760076,4.811566256958652,1.785263447445682,Iris-virginica
+69,6.942453722302492,2.8473705935766467,6.157238582218912,1.7928856452850748,Iris-virginica
+70,5.063120432628804,3.4011496843877715,1.4995247294446234,0.207752755746712,Iris-setosa
+71,6.220089532889079,3.4438903300181987,5.641544679835703,2.4064574691920417,Iris-virginica
+72,5.157106566916504,3.732258532958821,1.7233834180410832,0.19787229897479064,Iris-setosa
+73,5.447710675289104,2.4171982247289767,3.671748914990732,1.1026383313571047,Iris-versicolor
+74,5.563723058611325,2.49637632339289,3.91030884663043,1.1121001874113865,Iris-versicolor
+75,4.90800572532823,3.0918290438837697,1.5436751470095846,0.10000009727522287,Iris-setosa
+76,6.503641168111964,3.0,5.7032210869628885,2.2562827729334853,Iris-virginica
+77,5.494852898929112,3.409145863780305,1.788871583846843,0.21555828934289775,Iris-setosa
+78,7.718923624462478,2.613764886996811,6.8999989058675535,2.2944655100971025,Iris-virginica
+79,5.790757950968672,2.6708470152411286,5.067321511899667,1.8502680051571512,Iris-virginica
+80,4.9221097459707,2.4296566588129567,3.1637444870161513,1.0303071762034552,Iris-versicolor
+81,6.7208218819151275,2.8499320421924295,4.798438795609311,1.452976775506892,Iris-versicolor
+82,7.9,3.85577457996582,6.360441641811243,2.0191045553193,Iris-virginica
+83,4.966819701796068,3.2760546572915366,1.398059357257236,0.1987147971020409,Iris-setosa
+84,5.189712446983103,3.622332911510939,1.4088812605904724,0.36665315083648936,Iris-setosa
+85,6.1281621777653745,2.8392603141784774,4.675374877268547,1.2106006905171374,Iris-versicolor
+86,6.005949769991806,2.9565654901104064,4.586017853681071,1.3726247796525235,Iris-versicolor
+87,5.6798929316643285,3.7776977426102842,1.7554431898900995,0.34878786176901677,Iris-setosa
+88,6.274493233125597,2.928716144989129,5.555875870027161,1.8154015456550836,Iris-virginica
+89,5.6492205882708175,3.768516968680566,1.6679452820879042,0.34846085970498836,Iris-setosa
+90,6.198132432921442,3.19416162598534,4.555604227635827,1.4590379667374458,Iris-versicolor
+91,4.618423997613428,3.147534545553657,1.3886523654592933,0.2011961271846143,Iris-setosa
+92,5.450339560985001,4.2,1.3991276619714756,0.18971806071923397,Iris-setosa
+93,5.576340549148896,3.0,4.1977349739408485,1.294542854691473,Iris-versicolor
+94,6.873313370259991,3.1916521287400252,5.889899944737695,2.3084814929308424,Iris-virginica
+95,5.92535366694048,3.2394103292490004,4.8425680541828,1.8067408178987603,Iris-versicolor
+96,6.673319751075563,2.4888572102005777,5.73333625714126,1.798431333513272,Iris-virginica
+97,5.604840705565748,2.703899968797841,4.303804880523876,1.3038856392146618,Iris-versicolor
+98,4.922959683536225,3.0,1.4038876913237717,0.1882145111425852,Iris-setosa
+99,4.900789906205132,3.098637502564191,1.4833305955975644,0.10000009719079472,Iris-setosa
+100,5.748996576723424,2.55953906496552,5.038578791485117,1.9582232824297,Iris-virginica
+101,4.910612040821335,3.0709571386249612,1.4804300571535385,0.1,Iris-setosa
+102,6.178002124452608,2.2,4.486383331448463,1.4658654503847686,Iris-versicolor
+103,5.118651955911811,3.3179969796738624,1.6581847376469534,0.41937310734029665,Iris-setosa
+104,4.915344984990696,3.089374480731818,1.4874590576612297,0.1,Iris-setosa
+105,6.699853422723669,3.0,4.968911081445748,1.6895027308319763,Iris-versicolor
+106,5.979142337590335,2.8248699380287383,4.667816809193544,1.1835677384104357,Iris-versicolor
+107,5.510902517040594,3.0,4.474709006531085,1.4864424348051315,Iris-versicolor
+108,6.786157586659903,2.809455950063182,4.771426015533011,1.4027055520480258,Iris-versicolor
+109,6.168918874991415,2.8515700390092062,4.6947762041323235,1.2498802922131547,Iris-versicolor
+110,6.2883868935015075,2.907664669096737,5.599826774541791,1.8058883756364308,Iris-virginica
+111,5.466471442997168,2.6293877910242847,4.343721636777093,1.2364318384795157,Iris-versicolor
+112,7.67997615992266,2.6031708155703646,6.899998917024854,2.2995956249437457,Iris-virginica
+113,6.271660373379069,3.405654010874727,5.655813796546211,2.407553105909952,Iris-virginica
+114,4.4,2.89554020325596,1.4020963398532804,0.19653084692507958,Iris-setosa
+115,5.488612551226702,3.502565811846322,1.7783570138616802,0.4280606024413958,Iris-setosa
+116,4.610844052145553,3.2021764624662974,1.4028089936771824,0.20205991892451006,Iris-setosa
+117,6.90588916354426,3.2050591170139806,5.867813943919256,2.2959701272828976,Iris-virginica
+118,5.189157727050009,2.7495829457525636,3.922855910082532,1.4293027278872639,Iris-versicolor
+119,6.307458799118462,2.981999873339185,4.362989161750896,1.415040268454687,Iris-versicolor

iris/tab_ddpm/3_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/3_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/3_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/3_2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.067220292426325,2.5015489845109946,3.1342920040725577,1.1076044175599142,Iris-versicolor
+1,6.684643544810287,3.0,5.016003165213039,1.6795154134613284,Iris-versicolor
+2,5.5256740414413095,3.6271776159981637,1.5523279364725855,0.36314276485617053,Iris-setosa
+3,5.320803161310998,3.4081208717795275,1.493091938029105,0.35666754796209504,Iris-setosa
+4,6.9060699064784465,3.164800681326257,5.756180998842956,2.2820931550352967,Iris-virginica
+5,4.988432876012221,3.2057172725821417,1.2000003364390257,0.2027295504754216,Iris-setosa
+6,5.211594495582046,2.5069642438747666,3.110265866798625,1.111329291690779,Iris-versicolor
+7,6.272697924270693,2.925546043893084,5.602704509328896,1.808716866741829,Iris-virginica
+8,5.040909364702168,3.438709907040647,1.5407792581723276,0.39117909626927055,Iris-setosa
+9,6.356466505408979,2.9414128550025906,5.601620824415523,1.7950626184890508,Iris-virginica
+10,6.106709653273409,2.6159482209073026,5.6024479831477825,1.4198945168242068,Iris-virginica
+11,6.579194191800598,3.0,5.632679746593741,1.8071972171918094,Iris-virginica
+12,6.193481331774051,3.017535592460957,4.646211828936362,1.4173527548799636,Iris-versicolor
+13,5.953445645834265,3.0,5.09326553221647,1.787746523909769,Iris-virginica
+14,6.859093836281384,3.0607496569122605,5.676769760315991,2.205119281915722,Iris-virginica
+15,4.792128512604746,3.0116149433435306,1.3974430101742834,0.2061476722375719,Iris-setosa
+16,6.259085864407666,2.7012041367875232,4.958960377775391,1.8024896427761674,Iris-virginica
+17,5.766091332838986,2.801416309406057,5.095582839428925,2.4182767965509218,Iris-virginica
+18,5.488825054697637,4.2,1.4033899803231669,0.20131689367445477,Iris-setosa
+19,5.232333656068089,2.715748830434356,3.8934662170662375,1.4165101753966824,Iris-versicolor
+20,6.040573329144152,3.0,4.761139230782464,1.8067786628661553,Iris-virginica
+21,6.664822956631832,3.290105304653344,5.635171901218568,2.499995759345094,Iris-virginica
+22,5.191493638307525,3.7337024485507233,1.5088951858010342,0.4689180159934657,Iris-setosa
+23,4.990805792128053,3.216606657162063,1.2,0.20301494695174513,Iris-setosa
+24,5.476362839177204,4.1999964529914395,1.4032106490124963,0.20278631999624214,Iris-setosa
+25,5.8083266808153935,2.8188923444691953,5.104854747138762,2.383374998397485,Iris-virginica
+26,4.97534495297258,3.3918267445854777,1.5951011322570074,0.4643209469889997,Iris-setosa
+27,5.403802456063544,3.407518519575673,1.737716474711744,0.19744404093820558,Iris-setosa
+28,5.581220626388196,3.0,4.158133203749225,1.287779078179838,Iris-versicolor
+29,6.702739997663398,3.0,5.685772876333964,2.141149456927389,Iris-virginica
+30,5.697811430870673,3.812815945823991,1.7633419194416955,0.2997171137584423,Iris-setosa
+31,6.013669390830477,2.992889271080484,4.854284476806397,1.6639672310456242,Iris-versicolor
+32,5.4662466253549065,3.447469111304261,1.8215417075868738,0.21060522517418304,Iris-setosa
+33,5.776248043959479,3.0,3.944594441199894,1.4158551032116269,Iris-versicolor
+34,5.0166038762766965,3.3183315065158965,1.4023140500998708,0.20004158545218886,Iris-setosa
+35,5.612236652957991,3.0,4.2887708348625715,1.3187903097964666,Iris-versicolor
+36,5.614167109516621,3.7364328614864983,1.5672484634913828,0.28097032336807404,Iris-setosa
+37,6.701392687705284,3.0,4.99060086478871,1.7124523040716355,Iris-versicolor
+38,5.933826134609754,3.0,4.248892614134117,1.4428013099273167,Iris-versicolor
+39,6.03185956125961,2.901997406436681,4.694741446465018,1.3969797460295488,Iris-versicolor
+40,6.895793564808042,3.1744893046969276,5.728293699322902,2.2828238109378907,Iris-virginica
+41,5.105959888882227,3.3006834198150248,1.7520326162589388,0.4395849127995941,Iris-setosa
+42,7.743054508903699,2.5744525855278804,6.9,2.32709499274754,Iris-virginica
+43,5.218469826791715,3.696510612755173,1.4944665113973659,0.20026000164971447,Iris-setosa
+44,5.151426968474403,3.372672829092258,1.4986082489535433,0.407503384529984,Iris-setosa
+45,7.035475361206494,3.0,5.926217620104269,2.0870653627558817,Iris-virginica
+46,4.60682329993413,3.402040226054343,1.3917992389587668,0.30074946863026736,Iris-setosa
+47,6.122207845825468,2.5827457062344896,4.878098212351709,1.4646821586557042,Iris-versicolor
+48,4.883637050960902,3.0878068248857855,1.497401774293523,0.1,Iris-setosa
+49,4.996486046500302,3.1838451252615076,1.2,0.20129454730976434,Iris-setosa
+50,6.310584328246653,3.247975525778442,4.667644091309117,1.5724364018390662,Iris-versicolor
+51,5.994433124903456,2.2,4.983812171285806,1.5172124709044896,Iris-virginica
+52,4.936293741739734,2.4346717108074705,3.2231241870693412,1.0548641797598255,Iris-versicolor
+53,5.619540666271836,2.4921584212506573,3.7247845673650994,1.067831145486777,Iris-versicolor
+54,5.476871023242476,4.2,1.4064174976320418,0.19717490612188754,Iris-setosa
+55,5.920918225878352,2.915548228489088,4.456559271636997,1.4377177775840113,Iris-versicolor
+56,5.514904558617181,4.199980977525255,1.4237575358785715,0.23414739836286808,Iris-setosa
+57,5.1559505605179226,3.7484876614265206,1.572087930737941,0.19997121190949463,Iris-setosa
+58,5.495155524427542,3.0,4.321618847598293,1.3230886687343246,Iris-versicolor
+59,6.061676281426934,2.702221919771212,5.055193895768118,1.5988622556220378,Iris-versicolor
+60,6.1381412975064285,3.0,4.469492753646974,1.5531337736375088,Iris-versicolor
+61,5.984409008749015,2.9285933590347524,4.54351033233473,1.366305364954492,Iris-versicolor
+62,5.314303703028752,2.698625779717657,3.6163646346136313,1.26932516423734,Iris-versicolor
+63,6.2296023491458,3.001286200170692,4.679812422334689,1.47801786959698,Iris-versicolor
+64,5.113397469352053,3.7733804186793325,1.4970645454507239,0.48329622003191613,Iris-setosa
+65,5.666140327003737,3.7480757821233577,1.618502887132711,0.3250042356750828,Iris-setosa
+66,5.594993425444923,2.378326177870108,3.8823165255997987,1.1394669066319263,Iris-versicolor
+67,4.998846883560883,3.2204440582391105,1.2000002110808285,0.1985676970565456,Iris-setosa
+68,6.836998318252455,3.2145197667929017,5.639249445271575,2.2948520308801608,Iris-virginica
+69,4.649797222378723,3.4048404141970314,1.407318992039569,0.43142941492434483,Iris-setosa
+70,6.12396872560147,3.0,4.942581133271333,1.8264478276407345,Iris-virginica
+71,5.440972209919179,3.857512953087772,1.5916742762149392,0.4286161745189284,Iris-setosa
+72,6.6775629033063035,3.2786382511083305,5.775952179227368,2.102380857568022,Iris-virginica
+73,5.668859240270349,3.0923343556084366,4.675146815451518,1.7249262077005523,Iris-versicolor
+74,6.225720324117757,2.2,4.516659941441015,1.5084492016693567,Iris-versicolor
+75,5.579670027454323,2.5083658595285474,3.9241227893370314,1.074266210145449,Iris-versicolor
+76,4.905163692970347,3.0,1.3966661415725854,0.21009677958588205,Iris-setosa
+77,4.900280362245091,3.0,1.3981532821626994,0.20944366566406689,Iris-setosa
+78,6.109777617906161,2.624806979409446,5.596457071380302,1.4135359364626003,Iris-virginica
+79,5.524887911013624,2.983851492180245,4.019238388718357,1.3690347701857775,Iris-versicolor
+80,6.398853825348329,2.9984530527685402,5.493283876046066,1.7913623900922198,Iris-virginica
+81,5.3080469616044565,2.9212254820439396,4.349753461675704,1.4675707660193864,Iris-versicolor
+82,5.6667325728367715,2.485074925901805,4.97546112283166,1.9992164158780583,Iris-virginica
+83,5.8560214382371285,3.181153925263462,4.792599986264727,1.7856923038901453,Iris-versicolor
+84,5.029202898278918,3.252715424495818,1.4756662875278503,0.35513033304172914,Iris-setosa
+85,6.0639729688465795,2.587836834779254,5.630711110507653,1.4403720621492817,Iris-virginica
+86,5.324349563057566,2.8444455875617303,4.028429813702803,1.4428168193731774,Iris-versicolor
+87,5.98171117902952,2.7300016004484973,5.096881884451644,1.6062615701379006,Iris-versicolor
+88,6.788490294118033,3.033293047532767,5.760090884567813,2.021903057713968,Iris-virginica
+89,7.1635879131665625,3.0,5.951044239400081,2.070367951677225,Iris-virginica
+90,4.590898962632924,3.208675592549831,1.405662965823219,0.2034804493302529,Iris-setosa
+91,5.029147761963225,3.402495593115043,1.5843284961438682,0.3551562091940969,Iris-setosa
+92,5.627153346363833,2.7995967093499505,3.9726850992339293,1.3162499913215258,Iris-versicolor
+93,6.83048992067527,3.074356575483792,5.091857668554892,2.2823982675845595,Iris-virginica
+94,5.3029788034482035,3.386522526711925,1.493020109035657,0.3920915658851817,Iris-setosa
+95,5.1811164956581095,3.797937486641687,1.4944610732209929,0.2026612303466966,Iris-setosa
+96,6.41325976983476,2.875222305175085,5.466566142916523,1.813362506077089,Iris-virginica
+97,6.332009632279015,2.8882731584365704,4.335850499389114,1.2802105222323727,Iris-versicolor
+98,5.066252739005044,2.436813890806697,3.2504610568161305,1.0857428573249124,Iris-versicolor
+99,5.772414799980362,2.531228733916573,5.032927428135267,1.9920744533683403,Iris-virginica
+100,5.792341411101463,2.8234773834492137,5.119583266458834,2.4028500079190245,Iris-virginica
+101,6.144958371724552,2.6062332632993805,5.620907343651709,1.4028060646026626,Iris-virginica
+102,5.50371961105733,4.199998008386755,1.398047064630275,0.20779771736263597,Iris-setosa
+103,7.354665333731241,2.889446373761275,6.344887079102277,1.8050802827391785,Iris-virginica
+104,6.915036890290301,3.094391485115724,5.120406418604978,2.295050689350232,Iris-virginica
+105,6.875062867401966,3.1161840748113545,5.086804643887315,2.303693863466658,Iris-virginica
+106,5.397875626282396,3.0,4.5272816701080645,1.5426901920943772,Iris-versicolor
+107,7.899998797446593,3.7949842693124807,6.378501832843787,2.029414123728915,Iris-virginica
+108,5.454057216612735,2.9974926970155455,4.438278121020932,1.4339744501045963,Iris-versicolor
+109,4.91745683321432,2.3870718149503616,3.3093776573568143,1.0706075191461553,Iris-versicolor
+110,5.709797452013232,2.481520523117182,4.998546367532496,1.9924014447098866,Iris-virginica
+111,4.572040915848772,3.4059755053357534,1.395268122583048,0.29645002292346684,Iris-setosa
+112,6.681158384225726,3.2979145015289557,5.689766808950638,2.1164793999332594,Iris-virginica
+113,5.386061811999256,3.0,4.493095294176066,1.5023084573498104,Iris-versicolor
+114,6.1025227255000045,3.209266503318328,4.7263906085007354,1.6692744257786305,Iris-versicolor
+115,5.445494111930512,3.479374359815904,1.7766573705887856,0.39690159621739185,Iris-setosa
+116,5.811244980301969,2.750442268395266,5.106545424254404,1.8467276278404712,Iris-virginica
+117,6.003266465105063,2.9901407416688692,4.4961314224984115,1.394474468934658,Iris-versicolor
+118,6.868937647811501,3.198677575908202,5.798327938458104,2.3108318493179167,Iris-virginica
+119,6.32712490878059,3.39305383549597,5.581730084848725,2.367191581681686,Iris-virginica

iris/tab_ddpm/3_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/3_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/3_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/3_2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7751338690885428,6.355824972851564,2.0111562022492433,Iris-virginica
+1,5.076085853404496,3.3662940541159947,1.4703184393578284,0.19882620734186063,Iris-setosa
+2,5.226234849044925,2.68825769988541,3.956147881231924,1.3562633474134123,Iris-versicolor
+3,6.389879629522224,3.111554349160345,4.709190815916597,1.452082056348386,Iris-versicolor
+4,4.997658055688582,2.462516189516989,3.115634935306563,1.0825236960396,Iris-versicolor
+5,4.994131255899372,3.286998291224949,1.3831160748345277,0.20340985879787807,Iris-setosa
+6,5.666946225417398,3.8083179461847503,1.6019055263254052,0.29778025823681553,Iris-setosa
+7,5.014884609333057,3.316335264663412,1.415977883790982,0.2007947101867319,Iris-setosa
+8,5.003622228434798,3.211349118783382,1.2000002202461226,0.1992012132933088,Iris-setosa
+9,6.535915943694606,3.1874932250743866,5.116241364071548,2.0018775714173715,Iris-virginica
+10,7.050450588539135,3.203844719409671,5.814174413689543,2.2970584215879684,Iris-virginica
+11,5.352414628061498,3.393343152600796,1.6669590085256178,0.20638234485129053,Iris-setosa
+12,7.899998406620694,3.7782828739627425,6.3403173306629945,1.9973183815575348,Iris-virginica
+13,5.558256457649573,3.0,4.04252002305005,1.3152857769022908,Iris-versicolor
+14,5.602143254654673,2.383915993077085,3.863958108554461,1.11992798446565,Iris-versicolor
+15,6.506701004128773,3.0,5.806304106164123,2.221613518558243,Iris-virginica
+16,7.191439951276649,3.0,6.083886099571577,1.9896478194464482,Iris-virginica
+17,6.2108617619272035,2.5672075696071075,4.875291864704955,1.5077581450820763,Iris-versicolor
+18,6.813972762627608,3.2008047133569852,5.77574549720327,2.2825459377596764,Iris-virginica
+19,7.079398406176184,3.0252380050980086,5.717092249531393,2.256944048634028,Iris-virginica
+20,5.7244673283762495,2.4860853843357025,4.981990218620042,1.9975580916647453,Iris-virginica
+21,6.7125990124079165,3.310093870936072,5.69126754312467,2.499999615850303,Iris-virginica
+22,6.707179647385564,3.2924740432816444,5.661161233006752,2.4999994331314186,Iris-virginica
+23,5.414616906988944,3.890809253841454,1.6894422180730146,0.3965979492351913,Iris-setosa
+24,4.906155874027417,3.0,1.401165448989333,0.19996111973616765,Iris-setosa
+25,6.404313794867461,2.925400055059029,4.373835796268527,1.3110479668614492,Iris-versicolor
+26,5.279865233677075,3.3648962624067615,1.4940782999364093,0.4118220037444477,Iris-setosa
+27,5.25035204568525,3.6278253361747854,1.5489266229078407,0.19819199399132545,Iris-setosa
+28,6.657927364837464,3.2965429699978936,5.67454878227987,2.5,Iris-virginica
+29,7.337364950400605,2.9239276316874085,6.3248901581749255,1.8067993791766663,Iris-virginica
+30,6.767221776911281,3.2599465744926146,5.545606572734563,2.262518291323638,Iris-virginica
+31,6.673742653456384,3.311854347514332,5.756923562701959,2.5,Iris-virginica
+32,5.918626155363133,3.1905516557560105,4.7909119847982495,1.7881141180071451,Iris-versicolor
+33,6.301811851794543,2.5142221065926433,4.943229364774451,1.5337374658157787,Iris-versicolor
+34,5.800347073190709,3.0,4.179364029184119,1.424366053007124,Iris-versicolor
+35,5.446850396295712,2.5587457793162978,4.338210733043682,1.1627637660048533,Iris-versicolor
+36,6.652045575420264,3.255161184049929,5.352350160401719,2.1050247071058625,Iris-virginica
+37,6.6342010303950225,3.0,4.950610505344195,1.6578969603756355,Iris-versicolor
+38,4.9962337403297745,3.394856608109419,1.6771588424002757,0.41906645357558947,Iris-setosa
+39,5.351599584415836,3.0,4.439580018352211,1.4737779994194216,Iris-versicolor
+40,5.087860767976755,3.3897370195682104,1.6968189491876065,0.2277273143859827,Iris-setosa
+41,6.307488398323699,2.929470338815639,5.576406513043245,1.8094663405502158,Iris-virginica
+42,6.328352429272987,3.388812377265643,5.60405083433923,2.389549297753462,Iris-virginica
+43,4.879702608610671,3.2737306990288095,1.4026238908185886,0.19439363359541478,Iris-setosa
+44,6.515652289095635,3.0,5.475535645076985,1.807929482924365,Iris-virginica
+45,5.065079506363032,3.5873007038773945,1.5014406594216212,0.3768539357905796,Iris-setosa
+46,5.624668689747793,2.7669182850516374,4.444516890894782,1.2469717042709731,Iris-versicolor
+47,4.82390819998016,3.0,1.3987290997545436,0.24427137222381942,Iris-setosa
+48,4.611267883222265,3.202028884101266,1.4035504295256398,0.20023779987036355,Iris-setosa
+49,6.286696877899272,3.283410494985709,4.681522749185019,1.5865355620061676,Iris-versicolor
+50,5.743762757477794,2.513669199287079,5.0178657756594305,1.9816823324553385,Iris-virginica
+51,4.983928437410834,3.2318452659942274,1.4185808593101257,0.2010194312796977,Iris-setosa
+52,5.273340995719385,3.807836468916421,1.7706041896606741,0.41473113389316063,Iris-setosa
+53,5.009898409195518,3.1961641640508778,1.2,0.20941068094035792,Iris-setosa
+54,6.15064570921135,2.2,4.485621995166266,1.5237325396357377,Iris-versicolor
+55,5.530975285975739,2.864023673706206,3.541895950392127,1.3064973145112717,Iris-versicolor
+56,6.830937939287013,2.798500528370715,4.787025403693752,1.4058095214605857,Iris-versicolor
+57,5.727007826405,2.9288874434879424,3.870089015065043,1.3841110125192624,Iris-versicolor
+58,4.9974916576946,3.225827675800406,1.2,0.19811749423987624,Iris-setosa
+59,5.173063879400723,3.8643805091940404,1.6965405470174475,0.36770108153462233,Iris-setosa
+60,6.780344373520397,2.9330733805472304,4.933012907269758,1.5279145374117804,Iris-versicolor
+61,6.069272977399149,2.8620238131376055,4.648446349802342,1.2788749452907637,Iris-versicolor
+62,5.4916582600218575,3.4389997488689943,1.767827346023002,0.20223691230398977,Iris-setosa
+63,7.71403434654676,2.6067382918040747,6.9,2.30318772443225,Iris-virginica
+64,4.901189499299461,3.0,1.4002920220971997,0.2064077666924471,Iris-setosa
+65,4.797692870824986,3.0,1.4023250196131676,0.1000001043426563,Iris-setosa
+66,4.4,2.9005096340786585,1.3941574332065154,0.2025429858727541,Iris-setosa
+67,6.627941954341519,2.8277207823081816,4.60914926973433,1.3873361381164255,Iris-versicolor
+68,6.853371151525273,3.157061745861482,5.857787491905001,2.3035383096324016,Iris-virginica
+69,5.170576784038698,3.7792808450508204,1.4975305793362075,0.405284177336637,Iris-setosa
+70,6.49809896308473,2.6671530760721365,5.415864340168442,1.8836812810251555,Iris-virginica
+71,6.700496458451188,3.0,5.002852960112623,1.7008953398956643,Iris-versicolor
+72,5.963181552967312,2.200000300709914,5.016750569180049,1.4762581767532823,Iris-virginica
+73,6.429881186255782,2.9101610672785045,4.371728773389493,1.323240394405788,Iris-versicolor
+74,5.739644676635847,2.6122218963580277,5.049039797332284,1.965256108757149,Iris-virginica
+75,6.688713963284101,2.5048909845318956,5.844898169008164,1.798362461795631,Iris-virginica
+76,6.895341590181631,3.1952835239787882,5.695537210289316,2.2977143866994623,Iris-virginica
+77,7.314166799440526,2.900199012558392,6.289829082896556,1.8098503835943722,Iris-virginica
+78,5.0915842090312085,3.4216872970748766,1.3897703200065883,0.294522100045609,Iris-setosa
+79,5.965515738383113,3.0,4.873130951354619,1.7932153983866699,Iris-virginica
+80,6.293442075295413,2.3180732754947675,4.430258097730157,1.2814187382210758,Iris-versicolor
+81,4.40000073048057,2.8993472976064707,1.3675181226136979,0.1979305787740829,Iris-setosa
+82,5.976920009590907,3.0,4.811649894129516,1.8039409746384116,Iris-virginica
+83,6.296469856169265,2.8663356879864934,5.657195462793522,2.0418775390335298,Iris-virginica
+84,5.26901836030737,2.545422460138872,3.863458646079935,1.1692322387017275,Iris-versicolor
+85,5.307694556888879,2.5271938360439083,4.01925233254236,1.1363569255093158,Iris-versicolor
+86,5.264081082259025,3.810192702155624,1.4956810595296055,0.1951801933477771,Iris-setosa
+87,5.926507480692753,3.0,5.012569289970939,1.8112011670999375,Iris-virginica
+88,6.585821680083252,3.177637183985476,5.2136598643466066,1.998311416730649,Iris-virginica
+89,4.8728069835698165,3.0924262153082474,1.5183316036910408,0.10000009371373293,Iris-setosa
+90,5.512933402820556,2.5726553492627304,4.267298825107946,1.2011934936155326,Iris-versicolor
+91,5.965938905810783,2.836483543428179,4.62088920024505,1.3362812110610816,Iris-versicolor
+92,5.1990879487585175,3.4022777233831496,1.5839621235248087,0.19541997284336685,Iris-setosa
+93,4.400000746617313,2.902654066689666,1.388288360301294,0.1923584053808277,Iris-setosa
+94,5.090051734559748,3.4847991637898295,1.4081496391895703,0.29843062092903916,Iris-setosa
+95,5.085600759228277,2.4917887433611936,3.125720284306227,1.081615574842377,Iris-versicolor
+96,6.017806570337619,2.7867842737707065,4.660028304583977,1.1744014840270312,Iris-versicolor
+97,4.854298098862301,3.0,1.429206899135253,0.10000009523480616,Iris-setosa
+98,5.612260075893054,2.963140939210003,3.733222909255967,1.2864635640025883,Iris-versicolor
+99,4.742048975398,3.0,1.3785541409454745,0.1,Iris-setosa
+100,4.887947887357331,3.12802394625308,1.491889866821443,0.10000011657615665,Iris-setosa
+101,6.002562337364916,2.200000344890191,4.955680238519335,1.5044965575733833,Iris-virginica
+102,6.654117785097775,3.293228526481958,5.669384082281968,2.499999610049267,Iris-virginica
+103,6.287487056704807,2.918146581751812,5.5852316703526705,1.8110226744631912,Iris-virginica
+104,6.262102270552673,2.9105475956836426,5.548798718073695,1.8028022104785475,Iris-virginica
+105,5.575807335446376,2.6678296493991476,4.458929873390263,1.2082500195670944,Iris-versicolor
+106,5.590089819561671,2.9482337754789114,3.8827505297926037,1.3082697387234998,Iris-versicolor
+107,5.908337531335401,3.0,5.10218786747847,1.8127278219070475,Iris-virginica
+108,5.626216831068332,3.7904872279837134,1.7791418288015115,0.33810751608667244,Iris-setosa
+109,6.937262695567594,3.1896690258658733,5.822504790589499,2.3150455783418673,Iris-virginica
+110,4.4,2.9152401564686503,1.388122597275133,0.20048987645847535,Iris-setosa
+111,5.782980763549312,2.651530770295739,5.090113527063625,1.9094396927388013,Iris-virginica
+112,4.870579331520535,3.0,1.461626803250413,0.1,Iris-setosa
+113,5.9977196280457115,3.0,4.784175669909091,1.8034286119678111,Iris-virginica
+114,6.691184412880547,2.4918222563436365,5.723427353306364,1.793222287752153,Iris-virginica
+115,6.304367396252125,2.880957638772545,5.556174029935515,1.8110591173504875,Iris-virginica
+116,5.644464551551795,2.6618996429110138,4.482367625892169,1.223900516667427,Iris-versicolor
+117,4.587446694020864,3.3885059630534773,1.4022845367271803,0.32260987677708,Iris-setosa
+118,5.7647004155944686,2.6351350537005946,5.091394268204581,1.924373487721263,Iris-virginica
+119,5.102415467159519,3.3889863443664825,1.4914796129270051,0.1977725300037359,Iris-setosa

iris/tab_ddpm/3_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/3_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/3_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/3_2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.0378358908207375,3.0,4.845074255420013,1.797847851664673,Iris-virginica
+1,5.10919231391644,3.5196472348472665,1.3877769909492352,0.3406148018784282,Iris-setosa
+2,6.709852224230606,2.4690950334351167,5.797150228417582,1.7916496148594645,Iris-virginica
+3,5.898038932290398,3.0,5.101393002104181,1.7968706524123794,Iris-virginica
+4,7.681529242703991,2.6109886290937947,6.9,2.306114015419182,Iris-virginica
+5,6.461006116112823,3.0,5.530290504705665,1.8084104462016946,Iris-virginica
+6,5.003060790335792,3.3045701045709097,1.4150247726588971,0.20508708949529758,Iris-setosa
+7,6.459604547911853,3.0,5.523080163092944,1.7951632307671996,Iris-virginica
+8,7.222407193203932,2.965353416689997,6.221900223746339,1.9288304986079101,Iris-virginica
+9,6.646302144587872,2.9910660917304264,5.841460285926414,2.101752970422072,Iris-virginica
+10,4.904060570856461,3.1025652680267504,1.72236704960229,0.10000010227656296,Iris-setosa
+11,6.300371780687791,3.288111437200277,4.671510504754672,1.5963588352286937,Iris-versicolor
+12,4.905486656793174,3.062826662257196,1.4773937242575743,0.10000012425530302,Iris-setosa
+13,6.059482856848908,2.678446573768963,5.088846606740601,1.5774227959262745,Iris-versicolor
+14,7.3545497888143805,2.9012479064252763,6.354398143871942,1.8095531454187122,Iris-virginica
+15,5.559660783948606,3.7129152888226775,1.5514874712879279,0.31185480023657364,Iris-setosa
+16,6.084727096125755,3.0,4.604657580938297,1.397941686557082,Iris-versicolor
+17,5.691854524781877,2.590232731821838,5.041946572982896,1.9734587959776326,Iris-virginica
+18,6.394245840001605,2.8842448959145557,4.340250440391983,1.3020920216781922,Iris-versicolor
+19,6.278413341558059,2.7933195406294575,5.381550656819648,1.8175837759139537,Iris-virginica
+20,5.759422892645479,2.682114152955825,5.0922076886437795,1.9162215570858223,Iris-virginica
+21,6.100449352508673,2.6029710116975435,5.618548572566991,1.433618973838964,Iris-virginica
+22,5.525750635198987,4.1999990179872,1.4068801564436386,0.20029193668452766,Iris-setosa
+23,4.9291954651077825,3.1026802406917757,1.3930845184983627,0.19468679972299685,Iris-setosa
+24,6.694156154098555,2.5137512296596434,5.842215915833299,1.7918101921170206,Iris-virginica
+25,6.016832305922961,2.2000003850280643,4.954627773078558,1.5269769970988405,Iris-virginica
+26,6.6831132366321295,3.304425049945481,5.672070970632774,2.499999599617591,Iris-virginica
+27,5.507055299587391,2.59857129510792,4.325278441838558,1.1841637354139294,Iris-versicolor
+28,5.626936651403519,2.698716675829224,4.140015977448297,1.2899922102343861,Iris-versicolor
+29,6.699090549338656,3.32005632256082,5.711103398851493,2.5,Iris-virginica
+30,6.668573278072516,3.265630493141015,5.620868789499317,2.1527588180959945,Iris-virginica
+31,7.669213630538325,2.602525243843859,6.899998721434223,2.279752961067287,Iris-virginica
+32,5.71870132172404,2.5284471661500723,5.001463283231881,1.9866887705409928,Iris-virginica
+33,5.149031096775205,3.635017537641419,1.4973027797966982,0.19603966925038546,Iris-setosa
+34,6.932538162057492,3.111099996550181,5.123234426257692,2.3002282793159385,Iris-virginica
+35,5.039092098157642,2.4777343256423707,2.9263118148271725,1.0691897213380803,Iris-versicolor
+36,6.800588346857166,3.001015333153081,5.333197860968852,2.212522413325915,Iris-virginica
+37,5.0872794465280755,3.48154989228018,1.4021055152506525,0.29642770941831664,Iris-setosa
+38,6.32142229395219,2.9527425902760394,5.55323774213263,1.805601368475315,Iris-virginica
+39,5.511357749286022,4.1999991190533645,1.3940722676022956,0.19732398250725197,Iris-setosa
+40,5.489191084130432,2.6321507274155125,4.433991356331645,1.2726754140762535,Iris-versicolor
+41,6.297110988142526,3.3853623508416693,5.646002183425395,2.3977390471456808,Iris-virginica
+42,4.7929206875195085,3.396344829388239,1.4105003642298517,0.29853868843447084,Iris-setosa
+43,5.506610815666473,3.0,4.493093579591241,1.52504590355901,Iris-versicolor
+44,6.656285320697374,3.251873024379521,5.46456807868087,2.076579020163148,Iris-virginica
+45,5.236679028386413,3.4087563430949577,1.5718424871193577,0.19984507485133302,Iris-setosa
+46,5.107468205854109,3.2995629282012264,1.8294907008189236,0.42971984137827585,Iris-setosa
+47,5.4345087409018635,3.4083353756653483,1.6978997287693331,0.19808177473930724,Iris-setosa
+48,4.614494695094065,3.394692681681955,1.4068813972473868,0.322510964201375,Iris-setosa
+49,5.68650087262519,2.7293425577908215,4.36236224422172,1.260696424854224,Iris-versicolor
+50,6.806177632319096,3.0142995017518577,5.250826144505466,2.268766392994053,Iris-virginica
+51,6.782329889890569,2.8973462746714467,5.6180105155533,1.945771432180905,Iris-virginica
+52,5.425556955643426,3.3984245574632266,1.6181859722264973,0.4249220840788243,Iris-setosa
+53,5.540989309270033,3.0,4.311692423129232,1.3819682199238745,Iris-versicolor
+54,6.797486750327357,2.8122074033097606,4.863235310719512,1.42133888006103,Iris-versicolor
+55,6.712393918929707,2.5117832559402187,5.823910572506624,1.7984184134662233,Iris-virginica
+56,4.497260842197055,2.3110419410087135,1.2948746438260612,0.30410864657593417,Iris-setosa
+57,5.987898860449576,2.8587720346291046,4.631797961059535,1.32075732064623,Iris-versicolor
+58,5.532275553887194,2.613842124243742,4.388449266728577,1.2344426788916412,Iris-versicolor
+59,5.004703034944747,3.353714924934027,1.708727983818579,0.37864025631570125,Iris-setosa
+60,6.393027605116149,2.8947713342846066,4.291854045715016,1.304787638224689,Iris-versicolor
+61,7.9,3.860211936718164,6.4381528534767725,2.04700261377884,Iris-virginica
+62,6.309095800062831,3.3090195793345694,4.727778290248863,1.617491236159658,Iris-versicolor
+63,5.308324570820062,3.4065160848315275,1.4940211617055956,0.37839371633558416,Iris-setosa
+64,7.12028790177691,3.0,5.9196455421991026,2.0781586993701473,Iris-virginica
+65,7.727565644513286,2.5453782133205602,6.9,2.3152002505939526,Iris-virginica
+66,4.969941512845241,2.4243049126820027,3.1734709990260592,1.0067569898769182,Iris-versicolor
+67,5.070498617558603,3.414389368974023,1.401800976677526,0.2961849026036601,Iris-setosa
+68,6.086007975129807,3.0,4.924500790635891,1.7564375924816025,Iris-versicolor
+69,5.950021638077027,2.908987072037321,4.624885236812606,1.3814163090093532,Iris-versicolor
+70,6.942476082969035,3.113681461333836,5.092545892771971,2.306420960719846,Iris-virginica
+71,5.764854437969189,2.505652923797955,5.016211776946711,1.9962226508230192,Iris-virginica
+72,5.479426664381453,4.2,1.3984934912819333,0.19677193330250325,Iris-setosa
+73,7.165812340299143,3.0,5.998754620752875,2.159854549269021,Iris-virginica
+74,6.7179384851458,2.494086723546695,5.730264187744622,1.7975394487204277,Iris-virginica
+75,4.946178656395266,2.42692828230028,3.0889853939784144,1.0653133004822268,Iris-versicolor
+76,5.806495898693881,3.0,4.29325665428037,1.4255306129395544,Iris-versicolor
+77,7.272973915070909,2.8855799063239638,6.251918813340257,1.7957236769414022,Iris-virginica
+78,5.4197600673513575,3.0,4.4005313757554605,1.4463668987178324,Iris-versicolor
+79,5.6228084850653905,2.8685264244854265,3.8665603024073705,1.29896630831805,Iris-versicolor
+80,6.434011849647817,3.0,5.681498329113341,2.2085970215337865,Iris-virginica
+81,6.106316812411305,3.0,4.609383675579711,1.4141402501163907,Iris-versicolor
+82,4.901658688313043,3.0950537361240227,1.5997582009988378,0.1000001164585328,Iris-setosa
+83,5.018357016798194,2.470871944245302,2.8798721454555425,1.0685284470265983,Iris-versicolor
+84,5.839725171612189,2.8499532221230655,4.516487078661615,1.3529053534630873,Iris-versicolor
+85,5.369354399889223,3.883106367393041,1.6644813097836226,0.38003860230606334,Iris-setosa
+86,5.268316814570034,3.6982160886528623,1.5801600140003036,0.19987499749276044,Iris-setosa
+87,5.812148498198389,2.8123933506945438,5.1060788025053485,2.404229172379913,Iris-virginica
+88,5.947801259801591,3.0,4.316362725825603,1.5466389166320222,Iris-versicolor
+89,5.591303237592465,2.4757629093359155,3.8940956334122854,1.103811307379077,Iris-versicolor
+90,6.715964845635362,3.3128929008749783,5.7241023637536355,2.5,Iris-virginica
+91,5.0381342245963365,3.6052549946605783,1.5083755975155173,0.41711597729652333,Iris-setosa
+92,5.452231182899753,3.0,4.5172557650548155,1.4890209965137242,Iris-versicolor
+93,5.600951564543043,2.6622729070844304,4.305182791519318,1.2689882385039444,Iris-versicolor
+94,6.310397614450853,3.408968968706686,5.5713848831096815,2.4067993823947145,Iris-virginica
+95,6.287623243783999,3.295537062692084,4.659625021337791,1.5789920821666108,Iris-versicolor
+96,5.70713462735862,2.6579486182015915,5.081467864511974,1.9119642298619057,Iris-virginica
+97,4.7808668392893585,3.0,1.3928787659382789,0.1,Iris-setosa
+98,5.56076276008126,2.4273809931169916,3.8041997926690043,1.1044499256463856,Iris-versicolor
+99,4.877033931002729,3.0894984962482908,1.5720492644311623,0.10000009099578035,Iris-setosa
+100,5.099642537850496,3.5386531290802146,1.4002614509133995,0.2944229434741327,Iris-setosa
+101,5.589282297690042,2.793936407627294,4.443820535009912,1.4398362943546001,Iris-versicolor
+102,5.191117838038431,3.7890581659383815,1.7051840726967877,0.2014939691736075,Iris-setosa
+103,6.219809993626313,2.6284175244949832,5.60439236888244,1.4882457130038504,Iris-virginica
+104,5.556405870747465,4.2,1.3956726020971815,0.20636406501220356,Iris-setosa
+105,5.83474143097631,3.0,3.940920428566769,1.4726717759282022,Iris-versicolor
+106,5.2297059507737576,3.8440856276246906,1.631014933233092,0.3924486646477122,Iris-setosa
+107,6.9853008274705015,3.1158731907402424,5.914200881262318,2.211452492020758,Iris-virginica
+108,6.553808036654983,2.993730702115347,5.6274953162978605,1.7914293457165136,Iris-virginica
+109,5.495085587412755,2.4825834464980727,3.723661284161615,1.0871487834896243,Iris-versicolor
+110,4.918114677336628,3.102068729085611,1.4941575265730984,0.10000011069975963,Iris-setosa
+111,5.105532343089859,3.400314529274078,1.4961333717395728,0.20105368393007653,Iris-setosa
+112,7.059823782933594,3.0,5.895193097583943,2.1330981973785335,Iris-virginica
+113,6.318310433743,2.2924221657360313,4.367007631608956,1.3013640000701165,Iris-versicolor
+114,5.1458872551211705,3.7877650675393193,1.5401921740104396,0.19922426477884841,Iris-setosa
+115,7.9,3.7797862914553426,6.415010599240974,2.010515829796681,Iris-virginica
+116,6.470583082180311,3.0,5.801924518555555,2.207161796533626,Iris-virginica
+117,6.6881100816221615,2.4873049585844353,5.793047974186628,1.7950672683794031,Iris-virginica
+118,4.6071271763764114,3.192555712407599,1.400518658759708,0.19900601123818948,Iris-setosa
+119,4.7983491680482215,3.0,1.3980876674832716,0.2944153676437868,Iris-setosa

iris/tab_ddpm/3_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/3_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/3_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/3_2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.992298948070716,2.2000003779043222,4.968218514289079,1.5396770762978653,Iris-virginica
+1,4.999627514435226,3.225062161472559,1.2,0.20401252249652183,Iris-setosa
+2,6.515947713927534,3.0,5.516025392528693,1.796646471321199,Iris-virginica
+3,6.893351201736624,2.7823156329477166,4.796172093120866,1.3798715646219657,Iris-versicolor
+4,6.29237440186081,3.3991021339360072,5.657398370878623,2.389941049891653,Iris-virginica
+5,6.304777083934513,3.2909102133814545,4.699097718742611,1.5882414004783334,Iris-versicolor
+6,4.9070940341767075,3.0,1.3999801860265029,0.19840742430534591,Iris-setosa
+7,5.117211697679223,3.3719306031489347,1.4839664500404215,0.19820744507285376,Iris-setosa
+8,6.708683212517002,3.2928288673670227,5.66693084552577,2.499999557842813,Iris-virginica
+9,5.828097845715027,2.887942046959531,4.520991954551249,1.4015069852653759,Iris-versicolor
+10,5.541373025117936,4.199998639491641,1.4051159973836664,0.20496713831330754,Iris-setosa
+11,6.506980208801295,3.0,5.546646898184863,1.791591581736006,Iris-virginica
+12,5.880733456268646,3.0,4.052981003992313,1.4873578220777441,Iris-versicolor
+13,6.146767874311803,3.0,5.24496304251619,1.798060752319855,Iris-virginica
+14,5.925981802953741,3.0,4.923271629666241,1.8105931223655674,Iris-virginica
+15,5.63495595244323,2.724719969766589,4.268153998554263,1.3172578615638006,Iris-versicolor
+16,6.084920914618029,2.5867050810951504,5.610860233655699,1.4173264239811123,Iris-virginica
+17,4.9074166749652175,3.0950999817384557,1.4973638008168657,0.1,Iris-setosa
+18,7.723511972498558,2.6106662137863896,6.8999988370729115,2.3083741095239976,Iris-virginica
+19,5.08638887119221,3.333159546989039,1.7113672082973757,0.4834416902845692,Iris-setosa
+20,7.742376203337868,2.593835706617549,6.9,2.320265125881468,Iris-virginica
+21,6.139959149973121,2.7633438203447205,5.143697670875997,1.821297431786729,Iris-virginica
+22,6.018007349963606,2.2,4.990932833529264,1.5523212959153985,Iris-virginica
+23,5.821173982957298,2.842270621060772,5.105401723042274,2.410402769202051,Iris-virginica
+24,5.4837340561213335,2.630507539949451,4.039437537783256,1.222785587424706,Iris-versicolor
+25,5.152730128973852,3.8396703024871783,1.6849143723132993,0.35165538313006184,Iris-setosa
+26,7.320169775343103,2.8988809354244127,6.28446708019653,1.8181878501124489,Iris-virginica
+27,5.099814671661555,3.397448184931479,1.7141141576625354,0.2026830286415003,Iris-setosa
+28,5.08988068678984,3.57567192759716,1.5812655552434483,0.21513045048871268,Iris-setosa
+29,5.423405619960997,3.0,4.498195402207338,1.485157948310173,Iris-versicolor
+30,4.400000706796913,2.9262929723045032,1.387882047783297,0.1864061015968922,Iris-setosa
+31,4.57919031556267,3.3415563288720342,1.390572921684965,0.27821686159225323,Iris-setosa
+32,5.5834769548773915,2.4126729651716223,3.9437384502403843,1.0884891922352258,Iris-versicolor
+33,4.930312955998372,2.439120075457686,3.2559701728615416,1.0818591561191713,Iris-versicolor
+34,7.704372799604708,2.579540231229539,6.9,2.3007059034623745,Iris-virginica
+35,5.663418770514989,2.947616454740904,3.7223340550615793,1.335221551620686,Iris-versicolor
+36,4.913682099225159,2.4095367636063005,3.2878300688269895,1.0042462762322923,Iris-versicolor
+37,7.9,3.800837484510138,6.386407824195379,2.023087607463527,Iris-virginica
+38,6.232916674545843,3.0208944354495717,4.645390910496117,1.4021360071956483,Iris-versicolor
+39,5.4576768434950464,3.4807289760650817,1.4969125485677939,0.34585491327687223,Iris-setosa
+40,5.583301259617297,2.917708443102615,3.8714225318621116,1.3591559585074975,Iris-versicolor
+41,5.503159244514455,4.2,1.4015169740365576,0.1941980542967895,Iris-setosa
+42,7.0984244540683665,3.0,5.9093376613141135,2.017861346914267,Iris-virginica
+43,6.1134865132558875,2.9110878703430894,4.6613404546004675,1.2864545253346356,Iris-versicolor
+44,5.5871168828710704,2.8697502721191577,3.531790971743607,1.3090810149589498,Iris-versicolor
+45,4.968091372644403,2.4369429041477964,3.326837785366577,1.0965721995230158,Iris-versicolor
+46,6.001548290531337,2.66188039354508,5.108700432273494,1.5947923556954338,Iris-versicolor
+47,5.976913737136968,3.23070907934577,4.792372972108573,1.8074183417515906,Iris-versicolor
+48,6.8630047718564295,3.113169264202478,5.130485744937085,2.291172771100815,Iris-virginica
+49,4.7956371475398605,3.0,1.4020943196507818,0.2997850630393585,Iris-setosa
+50,5.611001875127732,2.6998249121725477,3.9959944972399057,1.2975168847580574,Iris-versicolor
+51,5.671475742293501,3.783905706586671,1.6049154044674365,0.2906464367488183,Iris-setosa
+52,5.011543693017924,3.4749445753507477,1.5180821107326612,0.3910609423343275,Iris-setosa
+53,5.81207652173802,2.822748263582868,4.535627899324577,1.365312544057659,Iris-versicolor
+54,5.1579375568672114,3.3258070349789994,1.5876486609992408,0.33120526555544144,Iris-setosa
+55,6.547421528650445,3.0,5.840724491035697,2.2241869241145875,Iris-virginica
+56,5.43469046972747,3.3968974439557167,1.6909516485862022,0.19779110801645605,Iris-setosa
+57,5.498928538062655,2.5870051193917307,4.365746467046922,1.2079444544289892,Iris-versicolor
+58,5.1554804228566224,2.6517563916372837,3.718478042645656,1.3648461949459882,Iris-versicolor
+59,6.855322852745932,3.217483780539677,5.8862687518679495,2.312633902463424,Iris-virginica
+60,6.778939877829172,3.17710667562965,5.889241667402119,2.289520065906755,Iris-virginica
+61,5.941923535578101,3.0,4.2937144786904256,1.523576679086285,Iris-versicolor
+62,6.109788216380744,3.1538614138013052,4.742322129242604,1.740535855261612,Iris-versicolor
+63,6.010675362644612,2.712730017376605,5.096124261556121,1.5993360260255194,Iris-versicolor
+64,5.4230881960319435,3.4628201762182265,1.7390968636569288,0.21031830350527073,Iris-setosa
+65,4.4,2.9269704411403925,1.4046578934272744,0.2007193385535154,Iris-setosa
+66,5.489852995851644,3.0,4.56582314340213,1.5628621893852634,Iris-versicolor
+67,5.5666977664986,2.748710909644577,4.3897506911150375,1.3878201295633146,Iris-versicolor
+68,5.902205514829345,3.198254017508468,4.820580280817127,1.7842608156219617,Iris-versicolor
+69,6.8488513844391825,3.205294983794293,5.7137657323087225,2.314404228983907,Iris-virginica
+70,5.12094488190206,3.304905943522123,1.6726500413347214,0.44189733484906446,Iris-setosa
+71,6.291581400236203,3.3000172751268786,4.675513753499925,1.6174512996033321,Iris-versicolor
+72,5.790556813352691,2.701442775229661,5.072434903574731,2.303217094122768,Iris-virginica
+73,5.379048555608335,2.6355497566896755,3.574827782370801,1.2786190223064322,Iris-versicolor
+74,7.708842488201038,2.6083420089500726,6.89999824498769,2.310968323365441,Iris-virginica
+75,5.8105767835671776,2.707131635888337,5.114528698677311,1.8949889897026058,Iris-virginica
+76,5.039627473273708,2.4805049211380523,3.107013516801862,1.0880465555544077,Iris-versicolor
+77,6.023446310325873,3.0,4.77638192247191,1.8004153527630427,Iris-virginica
+78,4.502201351563354,2.3022136233357537,1.2957713156334023,0.2919365894739414,Iris-setosa
+79,5.77763676742234,2.6083491984560494,5.048308260804314,1.9391566028556686,Iris-virginica
+80,4.872254594457529,2.405033638357205,3.242381541877462,0.9955951246802663,Iris-versicolor
+81,6.672956552065558,3.0,5.002180778695056,1.6795957715583498,Iris-versicolor
+82,4.795460149146332,3.0,1.3986887030292081,0.2966588366386893,Iris-setosa
+83,5.541002273082003,2.406892717596702,3.7800475301144987,1.1163878828504465,Iris-versicolor
+84,4.623332097515728,3.385876035596556,1.3933671898385944,0.297914517368163,Iris-setosa
+85,5.9293344228485525,3.0,5.0929099754279505,1.8106259672150955,Iris-virginica
+86,5.388251595857008,3.0,4.486744468811489,1.498515175646129,Iris-versicolor
+87,5.226632813452879,2.6908239678421655,3.979274537431068,1.399991214973081,Iris-versicolor
+88,6.823718464834895,2.779469414289506,4.772538752782188,1.3979878443267426,Iris-versicolor
+89,6.695757873238874,3.290913213211531,5.646490347874672,2.087683998943804,Iris-virginica
+90,5.441267433850637,2.6221047241260513,3.7008815366262353,1.2136701180675704,Iris-versicolor
+91,4.905320839022063,2.3998340363802795,3.3950230095498366,1.0075591989022246,Iris-versicolor
+92,5.012297668636074,3.3057280051972127,1.3938400141431422,0.2026417202333916,Iris-setosa
+93,5.957046548974872,2.6953723563183303,5.088218257445599,1.5627418453282083,Iris-versicolor
+94,6.776210151508658,2.818362093508277,4.726794518386018,1.3867115308385891,Iris-versicolor
+95,6.026521244254468,2.691232355412439,5.070502719205609,1.5821156953801048,Iris-versicolor
+96,6.037323194166194,2.994094749753578,4.517311433864407,1.4902657640278352,Iris-versicolor
+97,6.0880060440116655,2.60787274005544,5.624142044192,1.4075274567065648,Iris-virginica
+98,4.997989153124005,3.2065399641871073,1.2,0.18498773919607292,Iris-setosa
+99,5.206614840531152,2.4748002164691822,3.260665365218445,1.101605274822101,Iris-versicolor
+100,5.6996922358893105,2.8288291525473372,4.356696942572662,1.3286284272113884,Iris-versicolor
+101,5.3456074794744355,2.5175426408305834,3.683795932525638,1.1291705007268744,Iris-versicolor
+102,5.381790957792021,3.0,4.494721737852398,1.504597483445773,Iris-versicolor
+103,6.7854873669900435,2.9038356588635863,4.885415018996287,1.4873103898497297,Iris-versicolor
+104,6.004906807409137,2.8066450871966833,4.669697210706397,1.225295211268999,Iris-versicolor
+105,5.774953783007945,2.8383982466880306,5.102242826453225,2.40962267908123,Iris-virginica
+106,4.400000545027814,2.931375787260097,1.3994812668519219,0.1945589477785244,Iris-setosa
+107,5.097146542743893,3.7662601129376396,1.4995528179381734,0.37437450296299,Iris-setosa
+108,5.6892706895705505,2.682900938833794,4.1290244532082045,1.3183811419306237,Iris-versicolor
+109,5.379540637613727,3.3896623582200833,1.4991792881836226,0.42711709152442556,Iris-setosa
+110,5.696608284103869,3.8083724492877624,1.656926011020028,0.3213583979559922,Iris-setosa
+111,7.721314716218222,2.5992297528146304,6.9,2.309602786869372,Iris-virginica
+112,6.038128892647375,2.9494695005626492,4.490598466882036,1.48272016380728,Iris-versicolor
+113,4.616809806797783,3.2067434630236624,1.4040799768530319,0.2050126499277509,Iris-setosa
+114,4.494427442133815,2.288050723748977,1.3018172969888309,0.3630125376967028,Iris-setosa
+115,4.4,2.8740534127496464,1.4001705160290667,0.2001821837071506,Iris-setosa
+116,4.982080202997142,3.2717462042846512,1.3938589388882454,0.20092588077709733,Iris-setosa
+117,6.687882965337916,2.5320673674358494,5.688351494566212,1.7947189805595434,Iris-virginica
+118,6.186219745987319,2.7225994479958784,5.5716678510513535,1.6446982816779159,Iris-virginica
+119,5.307178059939731,3.615287144761978,1.4998382527029013,0.1990973418908753,Iris-setosa

iris/tab_ddpm/3_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