a

iris/tab_ddpm/8_1/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.857920876682102,6.699998959033772,1.9910388744839513,Iris-virginica
+1,5.800370229736127,2.6974184378190498,5.105611412420592,1.8874634787888775,Iris-virginica
+2,6.30372174204563,2.502221382922059,4.880308169093887,1.4998176617414287,Iris-versicolor
+3,5.822780884370986,2.7009184735355607,5.108948017974655,1.9004008664190284,Iris-virginica
+4,5.412050909500963,3.000703124733583,4.504550629907067,1.5016173628655265,Iris-versicolor
+5,5.787642121940919,2.7020584386653423,5.08435092215496,1.8898638495161126,Iris-virginica
+6,5.056273898819072,3.5989812715352443,1.4350964893341212,0.2,Iris-setosa
+7,5.017908800301457,3.249501156829787,1.2339899139035935,0.2,Iris-setosa
+8,6.656122381249112,3.014412166531963,4.410972742393723,1.4011190049397502,Iris-versicolor
+9,5.043948156109204,3.479648519552898,1.3600657568261416,0.29075813622315183,Iris-setosa
+10,5.328997897229094,2.998840790354496,4.476887128592847,1.5069363372234585,Iris-versicolor
+11,5.519721454780222,4.21539923832248,1.400505199785443,0.2,Iris-setosa
+12,4.898705809419003,3.395200927349777,1.6121502748558867,0.2,Iris-setosa
+13,5.0981610936861825,2.496178024123229,3.0578872591671935,1.062487445653252,Iris-versicolor
+14,5.511923814801024,2.388592355011097,3.528911161696622,0.9922608275077464,Iris-versicolor
+15,6.451176448766911,3.1831822817188726,4.537272763016493,1.487316299001645,Iris-versicolor
+16,5.547137768512766,2.6443962987580774,4.318590096043298,1.2730142605159933,Iris-versicolor
+17,5.727744539122271,4.4,1.5357031811074628,0.392548648807206,Iris-setosa
+18,4.925052899293133,2.401606203375701,3.19672273667518,1.0039183615445637,Iris-versicolor
+19,6.851083456758404,3.001388386233127,5.534579498662764,2.103298459911072,Iris-virginica
+20,5.015562821231121,3.49221219448433,1.3015065783822397,0.2995530332632551,Iris-setosa
+21,5.198548488485179,2.6933788773104075,3.793526786937041,1.3971192480805046,Iris-versicolor
+22,5.069655206371284,3.5986181131395214,1.440159870152033,0.35540368630153674,Iris-setosa
+23,5.461528966283909,2.415426666053839,3.709137971487693,1.1138318729952017,Iris-versicolor
+24,5.215628708412521,3.4780568850710045,1.5335211977875942,0.2,Iris-setosa
+25,5.900452545761264,3.200577529778352,4.808640817263106,1.7976869199123946,Iris-versicolor
+26,5.891782155066173,3.187959488502864,4.759323891200013,1.7679039197478559,Iris-versicolor
+27,6.009624456698042,2.9913020162495063,4.8334049517729625,1.793609937637997,Iris-virginica
+28,7.699998086679099,2.7968390319949976,6.699998113228835,2.027487905237285,Iris-virginica
+29,5.1481437886026375,3.4371661763977523,1.4970381071616448,0.2,Iris-setosa
+30,6.713135210224889,3.3360301342623497,5.7297137021894375,2.5,Iris-virginica
+31,5.5427357030421565,2.620311996213973,4.314074064235671,1.273112206996565,Iris-versicolor
+32,4.9369282050806005,3.091580408189583,1.272192233590466,0.2,Iris-setosa
+33,5.178358814362372,3.4791641448337076,1.5079840841827385,0.2,Iris-setosa
+34,5.5063720501931925,2.4046760171925383,3.8878296649358894,0.9508616730781795,Iris-versicolor
+35,7.699998744576812,2.8110420949527857,6.6999983128656595,1.9907336936621338,Iris-virginica
+36,6.724497436145901,2.993763167085859,5.002014055557604,1.6965698210972397,Iris-versicolor
+37,6.682288623065258,3.045429621682739,4.480889847185747,1.4128601232747617,Iris-versicolor
+38,6.4011426818871,3.09897011028698,5.466323961373616,1.803239216332679,Iris-virginica
+39,5.094158734365519,3.837420210294102,1.6303670238288874,0.44141268666339006,Iris-setosa
+40,4.633422314060226,3.431274144083522,1.4003623293966798,0.3054001124128573,Iris-setosa
+41,5.375900043558505,3.3957633669090534,1.686652470485405,0.2,Iris-setosa
+42,6.7987705517920665,2.983712268426017,5.5034587444605885,2.0891324401034286,Iris-virginica
+43,5.514682327391012,4.221104764699019,1.387194817368665,0.2,Iris-setosa
+44,6.12862164109342,3.3129504793948716,4.509065679279242,1.5550289737507332,Iris-versicolor
+45,6.3709155229667065,2.8832502608156627,4.302884559669683,1.2969686084307641,Iris-versicolor
+46,6.295069826270372,2.683166907446321,4.911950534326575,1.8011820871765947,Iris-virginica
+47,4.603500487363692,3.179340203365448,1.3878951458475255,0.2,Iris-setosa
+48,6.014578520873882,2.988992748353313,4.836561976055468,1.8003816871179399,Iris-virginica
+49,6.418839741349384,3.0975032254481767,5.4954965607312545,1.7977068154997538,Iris-virginica
+50,7.699998868237037,2.758642001241363,6.7,1.993599376878311,Iris-virginica
+51,4.631013273212281,3.4027250242250053,1.4119912444617033,0.2954344918284755,Iris-setosa
+52,4.400000512623826,3.189584839352616,1.3038697626979538,0.2,Iris-setosa
+53,6.305837955647659,3.38841029112198,5.598055777633137,2.3948206697361596,Iris-virginica
+54,7.283292135734106,2.9099630670847425,6.2821273783241836,1.8058150454408741,Iris-virginica
+55,4.4,3.2144859569871085,1.3133388558932722,0.2,Iris-setosa
+56,4.847325503844022,2.3890295845493084,3.3678214738041836,0.998997590774592,Iris-versicolor
+57,6.9147768392587,3.2037235038743903,5.685628866910402,2.2763735564641365,Iris-virginica
+58,5.101127632131582,3.6636673393917105,1.4794674338522942,0.43273831924107287,Iris-setosa
+59,5.257436085823914,2.733195167625957,4.083112661223532,1.4091094307027456,Iris-versicolor
+60,4.937895227729165,2.4128820184349924,3.152788505731645,1.0977358965859332,Iris-versicolor
+61,5.142376494182843,3.4384911108769196,1.4988225390216143,0.2,Iris-setosa
+62,5.104759218403472,3.3113495589620845,1.6893359538461428,0.4597665617371258,Iris-setosa
+63,7.7,2.8090389175460864,6.699998920516007,1.9999730417426895,Iris-virginica
+64,6.406574859471248,2.8698667389975734,4.28223251653409,1.294621033542216,Iris-versicolor
+65,4.793902033320165,3.400615776497329,1.5802722852774562,0.2,Iris-setosa
+66,5.49690115117432,2.4031045716026247,3.7881423313308575,1.0713191608157515,Iris-versicolor
+67,6.310522102871186,3.3997416802195177,5.591075180641886,2.398995183648553,Iris-virginica
+68,4.400000463436624,2.8953879393283644,1.4003019409121005,0.2,Iris-setosa
+69,6.304923491412269,2.4841606435550374,5.009454622570892,1.9026087285206001,Iris-virginica
+70,6.407606802039367,3.0996191091170506,5.521608615300443,1.8057968830365336,Iris-virginica
+71,6.694141663745388,3.3004746065257633,5.673467111159338,2.1208585089346172,Iris-virginica
+72,5.871242622543472,3.2022646765246185,4.809681563158687,1.815690560418066,Iris-versicolor
+73,6.326294160410405,2.7826861707877373,5.092848019139516,1.4842055939556948,Iris-virginica
+74,4.598261028561326,3.589888234580842,1.0000004597012415,0.2,Iris-setosa
+75,4.975930019559357,3.4890373809683735,1.2743975395575886,0.3007062928690709,Iris-setosa
+76,5.19458178192299,3.4522016838732132,1.4071692981908221,0.2,Iris-setosa
+77,4.490874365069194,2.294065183049325,1.2962078365065446,0.29560096124447355,Iris-setosa
+78,5.484197923904898,2.3905360737166497,3.7569305034959477,0.948612804129883,Iris-versicolor
+79,5.097255761913699,3.307403274760626,1.6941352272111847,0.5202813109524582,Iris-setosa
+80,4.880266747251919,2.983933141082454,1.403660608124735,0.2,Iris-setosa
+81,5.9671800096994705,3.3719664097276363,4.576600748314366,1.6858161998448677,Iris-versicolor
+82,4.891122123374784,2.9903668181513217,1.401162285165313,0.2,Iris-setosa
+83,5.178899182753711,3.419869155529301,1.4093262703281904,0.2,Iris-setosa
+84,5.9163742673631665,3.1991039237093677,4.774842602328675,1.7861670366404594,Iris-versicolor
+85,5.639607615840643,3.021590677354989,4.359080368678202,1.4319673139533415,Iris-versicolor
+86,5.093394135680992,2.4904185914234995,3.0333386987820363,1.097202502778543,Iris-versicolor
+87,5.99592226904723,2.7011845281385316,5.113146629141169,1.6142202650952584,Iris-versicolor
+88,6.710846867684894,3.0972146551215642,4.416413369905094,1.404925261552605,Iris-versicolor
+89,5.399869175172582,3.429896731368213,1.7105479827150827,0.2,Iris-setosa
+90,6.006444071009764,3.3865757886212617,4.49129412520432,1.5883541922173339,Iris-versicolor
+91,5.894716014251773,2.994413116611234,5.096936436832623,1.804610527364971,Iris-virginica
+92,7.04420309567373,3.008056796882179,5.871093364448623,2.1093403389567866,Iris-virginica
+93,5.368560494119324,3.4064387465478734,1.6985624248427116,0.2,Iris-setosa
+94,6.387101525134209,2.9599566920245075,5.566834047165546,1.786824668268406,Iris-virginica
+95,4.400000647530244,2.9121211355514114,1.3954187002389462,0.2,Iris-setosa
+96,4.49976786288943,2.2983223777310484,1.3143384775135576,0.30399108159193966,Iris-setosa
+97,4.638775283358514,3.4214369414748074,1.3984786398961258,0.2913963175265211,Iris-setosa
+98,6.1076018292224825,2.99331986986495,4.571917297416697,1.400820714947724,Iris-versicolor
+99,5.99340346340066,2.6990455752285967,5.094364416812487,1.5766930018977625,Iris-versicolor
+100,5.0872927577088145,3.745699211202017,1.5082863748855786,0.45269915419988455,Iris-setosa
+101,5.794436301284299,2.6896145980690296,5.104392247809277,1.8900089965954199,Iris-virginica
+102,5.562699053767626,2.999574188460003,4.484522711418256,1.5027426204665961,Iris-versicolor
+103,4.907905947829094,2.4153763700437416,3.2524613424723046,1.08557063550687,Iris-versicolor
+104,6.546782333390748,3.142342217472324,4.453539889611324,1.4583320047707964,Iris-versicolor
+105,6.006230786309995,2.2,5.0047334479477845,1.503050114987325,Iris-virginica
+106,5.914262147326912,3.2122302313455533,4.783855621726983,1.7783133338648038,Iris-versicolor
+107,7.0838550733291274,3.0014105504237816,5.850973029403711,2.0967584730571613,Iris-virginica
+108,6.370781292268951,3.0219082377641935,5.51868520749514,1.7774949770452408,Iris-virginica
+109,4.400000598520739,3.183994893105137,1.3249693226546018,0.2,Iris-setosa
+110,7.69999889484827,2.788305629140513,6.699998922960193,1.9934183927550042,Iris-virginica
+111,6.098281259716682,3.003992973479117,4.626110234328998,1.3938142528558295,Iris-versicolor
+112,6.328382742950526,3.217236431136218,4.532938875550767,1.5155966240774272,Iris-versicolor
+113,5.112156942634853,3.8144124122521084,1.6020702991272109,0.2,Iris-setosa
+114,6.429513845980535,3.180274907429932,4.500492540904989,1.487121386782384,Iris-versicolor
+115,5.205472700218334,3.4109455631537156,1.5623193977667171,0.2,Iris-setosa
+116,5.212100786754406,2.7190348498035446,4.028218786804575,1.4111362789821233,Iris-versicolor
+117,6.305213976092837,2.508078688054965,4.890230313331498,1.5139399206235622,Iris-versicolor
+118,7.699998398234113,2.777304034941746,6.699998943325802,1.9747673695716215,Iris-virginica
+119,4.987612008111096,3.5131182269347807,1.2608308383067794,0.3127179906533712,Iris-setosa

iris/tab_ddpm/8_1/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.98991977817601,3.179604575238464,1.222804651081989,0.2,Iris-setosa
+1,4.400000706997487,2.905491000430092,1.4021121586631569,0.2,Iris-setosa
+2,5.343366652634166,3.88021214962275,1.3875721114704425,0.425357488360115,Iris-setosa
+3,5.69778680122729,4.399998954349752,1.498337054493857,0.3953138083944737,Iris-setosa
+4,5.590911039896247,2.6904419134892668,4.213407135897017,1.2983787234774178,Iris-versicolor
+5,5.02580355223614,3.280025527436928,1.2842024823320086,0.2,Iris-setosa
+6,5.527768807832006,2.5969975025993928,4.37567730567666,1.2625112794318063,Iris-versicolor
+7,5.798044228892298,2.696946385071105,5.106916687707274,1.8982711372650851,Iris-virginica
+8,6.019132585064832,3.404626963459754,4.476717644327469,1.592262524801001,Iris-versicolor
+9,4.843880837400989,2.402735886801346,3.2845249575603654,0.952478486491999,Iris-versicolor
+10,6.59910829462142,3.0420691932485324,4.414726208790731,1.4002891687277372,Iris-versicolor
+11,4.876741807196496,3.1115202931005084,1.4902726419686643,0.1,Iris-setosa
+12,6.491381281988394,2.9747426200196427,5.521905131251556,1.802600737217537,Iris-virginica
+13,6.689003815228044,2.9951150953421934,5.007281628856244,1.7160406370047359,Iris-versicolor
+14,4.887723331192164,3.0139362395833547,1.383709117306546,0.2,Iris-setosa
+15,4.400000547735643,2.8894289973614966,1.3951998387691213,0.2,Iris-setosa
+16,5.092911445001577,2.4987658081538884,2.9360426916532485,1.1345027265276495,Iris-versicolor
+17,5.44579796534311,3.398899696184877,1.9015413659291176,0.2,Iris-setosa
+18,6.017474928739403,2.7068317421851065,5.100089705497202,1.6000028565762394,Iris-versicolor
+19,5.9859872212205545,2.9982194522921417,4.929441022260005,1.799213944087212,Iris-virginica
+20,6.757533453764167,3.282411237491989,5.7006872860028786,2.1518941211967735,Iris-virginica
+21,6.773591633972682,3.2750003370736978,5.686397711811957,2.5,Iris-virginica
+22,6.298474043714182,3.3948466819079504,5.60730837675158,2.406134742440821,Iris-virginica
+23,6.5170706939557,2.9933815220542046,5.509762978641974,1.8012291386223669,Iris-virginica
+24,7.7,2.7936548200093103,6.7,2.001239237347738,Iris-virginica
+25,5.000619384785109,3.3070365146917893,1.410314816808176,0.2,Iris-setosa
+26,5.191517812968436,3.42202964237855,1.4035887805639002,0.2,Iris-setosa
+27,6.902653614565924,3.2261631616499677,5.707338118064695,2.243301812692127,Iris-virginica
+28,7.6999983046106095,2.8265686090497772,6.699998730837576,1.992563451882658,Iris-virginica
+29,5.883549808204739,3.200811020569982,4.8154617657637,1.823480694199512,Iris-versicolor
+30,6.096765795862502,2.9987627255379263,4.584959904093163,1.3875101969174675,Iris-versicolor
+31,5.566692239920279,2.6751319306550183,4.196258091981452,1.2864989033360237,Iris-versicolor
+32,6.333495652143164,2.71613837720642,4.900059230545934,1.8012494258402514,Iris-virginica
+33,7.297360644097732,2.9026802590998164,6.319634664706074,1.7814888787176715,Iris-virginica
+34,6.740999748110861,3.3113171310436207,5.742808002331244,2.110858660326383,Iris-virginica
+35,5.4027634095974415,3.8891279982679046,1.317161911310624,0.3906850848386895,Iris-setosa
+36,6.007251005255774,2.9787612574531863,4.7600119645343515,1.7966441421948942,Iris-virginica
+37,5.39411248327381,3.9092046536941285,1.2787848471422718,0.5156755806252915,Iris-setosa
+38,6.333514022690053,3.2163537922335568,4.516715310064167,1.5047023398833617,Iris-versicolor
+39,4.584173832520405,3.6071462097400238,1.0,0.2,Iris-setosa
+40,5.04770629466156,3.5029813892494106,1.316077013006082,0.28215085281504604,Iris-setosa
+41,4.858392653678196,3.087004948573086,1.4955976264087107,0.10000013496912094,Iris-setosa
+42,5.1036900147194855,3.3001539510958557,1.7060396925995773,0.4657775348766724,Iris-setosa
+43,6.575806577846362,2.9844733430476955,4.38791231443662,1.396638164071359,Iris-versicolor
+44,5.9253791779164215,2.9948009007685368,4.258748290736054,1.3579561409817924,Iris-versicolor
+45,5.397195842074936,3.898272536829825,1.8946728315703059,0.4322300183306414,Iris-setosa
+46,6.0333641134713165,2.2,4.998670140175771,1.4989126054202249,Iris-virginica
+47,4.902240688420828,2.9823290048806945,1.3869480701051857,0.2,Iris-setosa
+48,5.483156778429728,4.204980339972758,1.4007958824892914,0.2,Iris-setosa
+49,5.1892602739763944,3.4905409249190296,1.4933794360053019,0.2,Iris-setosa
+50,5.885886927964051,3.1955535282142695,4.825801335514597,1.8061487851779086,Iris-versicolor
+51,4.9022990945074785,3.0161250941306337,1.3977433015167442,0.2,Iris-setosa
+52,5.547442642151136,2.635964744685188,4.263027123672996,1.271705699434459,Iris-versicolor
+53,6.298575078709107,2.8005292155862493,5.096886801181722,1.5052726943256918,Iris-virginica
+54,5.772247165549544,2.6832197064952727,5.095452312359903,1.9165181946293606,Iris-virginica
+55,5.0981197990276295,3.501344990630535,1.4001356844031576,0.29888999630215546,Iris-setosa
+56,6.381056816987489,3.0979895241786055,5.49023704198671,1.802664038119936,Iris-virginica
+57,5.597775184116687,3.0047774837510564,4.119744263306202,1.2990520774826673,Iris-versicolor
+58,6.336162969700218,2.9209563284714974,5.572292619840037,1.8120248530768008,Iris-virginica
+59,5.203410106741476,3.4007890508811442,1.4005827120863428,0.2,Iris-setosa
+60,6.072797247382982,3.00319669241087,4.570822707170883,1.3948671167019735,Iris-versicolor
+61,6.000276126036164,2.9859121890888627,4.804428688624142,1.803100632958161,Iris-virginica
+62,5.104367349727757,3.7860350822691546,1.893557652360187,0.36162430129078105,Iris-setosa
+63,4.651133135795211,3.388686240222509,1.4561767054974095,0.2636901400712534,Iris-setosa
+64,4.4,2.8998604983608227,1.4050992687879735,0.2,Iris-setosa
+65,5.4631691340785355,2.998941397154554,4.531168166322828,1.5005458260797166,Iris-versicolor
+66,5.085600023644556,2.486647727756403,3.1514758859021343,1.1047646734997933,Iris-versicolor
+67,4.851275611701151,2.3850470285663885,3.2740435350777686,0.965924426439667,Iris-versicolor
+68,5.118621481278194,2.4979364943784215,3.020484785006749,1.043198616293688,Iris-versicolor
+69,4.988798459001809,3.19174212376514,1.208586448160029,0.2,Iris-setosa
+70,5.206036346671568,3.4088920546630814,1.4215178415355296,0.2,Iris-setosa
+71,5.481396200180151,2.4094176095321433,3.8724605646523793,1.147129388910999,Iris-versicolor
+72,4.904716524075587,3.01411378305079,1.3991090459680822,0.2,Iris-setosa
+73,5.467901956465289,3.000261855250064,4.522237023029884,1.5002589385013687,Iris-versicolor
+74,5.494525667787586,2.396603760498706,3.67899596495222,0.998002586617682,Iris-versicolor
+75,5.471360766730199,3.0052190736049327,4.525748730547384,1.5021633181081704,Iris-versicolor
+76,4.918485666409558,2.4134307317607018,3.229826154198732,1.043531614385513,Iris-versicolor
+77,4.4,3.141257417803276,1.3166459519937086,0.2,Iris-setosa
+78,4.8835115143406,2.4006326184495395,3.2168247916618973,1.0059181996389452,Iris-versicolor
+79,6.31369532125289,2.7000701276099957,4.9132753852082205,1.8128365829873319,Iris-virginica
+80,5.04977665212814,3.5053991755977676,1.3761255839506326,0.3124436982910834,Iris-setosa
+81,4.585532796942609,3.5868359102088463,1.0,0.2,Iris-setosa
+82,6.086724458440744,2.600947628442745,5.572444520845487,1.400821767092038,Iris-virginica
+83,5.986840650295206,3.3861543744453018,4.491819894870305,1.5650011546453153,Iris-versicolor
+84,6.816393226090504,2.9927350526624226,5.502488240227654,2.1059974381628503,Iris-virginica
+85,7.699998471151678,2.827019144530966,6.699998018902717,1.9858718903246853,Iris-virginica
+86,6.321061166420514,3.400560735748357,5.596778842502834,2.3991546877832612,Iris-virginica
+87,7.282296916440851,2.8918963643463282,6.310625196271403,1.8025803253067714,Iris-virginica
+88,7.7,2.819474342404276,6.7,1.984400105620112,Iris-virginica
+89,4.4,2.913828510142327,1.3818610276937457,0.2,Iris-setosa
+90,6.099853453090661,2.5978536024442422,5.601790428377676,1.4037088279372294,Iris-virginica
+91,6.029510408301757,3.3723239568970125,4.519273144276928,1.6066680455791547,Iris-versicolor
+92,6.287449957855597,2.51223893378481,4.9058436978067945,1.5098868890938313,Iris-versicolor
+93,6.618063240252896,3.0000787725332736,4.3839123490841345,1.4030439682684654,Iris-versicolor
+94,6.291435667785083,2.5021426088787133,4.995868608017039,1.9010112228288916,Iris-virginica
+95,5.413199589526644,2.990015239951376,4.501476013013529,1.497099680588706,Iris-versicolor
+96,5.05887906393329,3.4960969291272024,1.335277106071617,0.2886293773972851,Iris-setosa
+97,5.818491353306255,2.7040010360957036,5.109055812754598,1.9101146504610345,Iris-virginica
+98,6.293837369005482,2.7141264247751984,4.917391874294317,1.7893166972814052,Iris-virginica
+99,6.380546897216086,2.758551695126262,5.417501283114072,1.8632095331727752,Iris-virginica
+100,7.7,2.8023123393499274,6.7,1.996922850523507,Iris-virginica
+101,6.001430476688238,3.3985705773876203,4.532507743259743,1.5926119496834281,Iris-versicolor
+102,5.527025264262996,2.9980887494016515,4.512058471216715,1.4941437026631454,Iris-versicolor
+103,6.279410955303265,2.7380916189809748,4.878943128008931,1.786294035805243,Iris-virginica
+104,6.606888777402496,2.995932763262788,4.387567718104444,1.403465385251456,Iris-versicolor
+105,6.0022450408571935,3.400523301429209,4.483937331956763,1.5830646286968888,Iris-versicolor
+106,5.572905564915324,2.997053523990363,4.0769493272226836,1.2921115055964272,Iris-versicolor
+107,5.578135768459549,3.019293973189974,4.072205183910245,1.312711962543418,Iris-versicolor
+108,6.445149417798606,3.0850796962409386,5.497260080116387,1.8166091250064784,Iris-virginica
+109,5.481500949915153,2.485944338520366,4.1548011909661176,1.114857984266545,Iris-versicolor
+110,5.785329773107295,2.6928471053044465,5.094405315196502,1.90744173876749,Iris-virginica
+111,6.899006917927913,3.2007572550418946,5.7036695165958395,2.2977419209774808,Iris-virginica
+112,5.693707730462911,2.497624654174228,4.999098586817397,1.9874805351014886,Iris-virginica
+113,4.58376244675667,3.1934193668308084,1.3725083119460635,0.2,Iris-setosa
+114,4.6016001835103895,3.393135418615405,1.3906810125931788,0.305048313506562,Iris-setosa
+115,4.8759409802857325,3.1040090874674386,1.5125146354716235,0.1,Iris-setosa
+116,6.309247471676951,2.6909029815025507,4.911940137642045,1.8018087552751552,Iris-virginica
+117,5.20382934421208,3.4009356435383022,1.4000118916266306,0.2,Iris-setosa
+118,5.455702373054206,4.084840197772333,1.423158339553241,0.2,Iris-setosa
+119,5.9062587671563325,3.2016052474087027,4.777472894914546,1.7665911182611937,Iris-versicolor

iris/tab_ddpm/8_1/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.515026194474524,2.3958076323459676,3.7252072628051858,1.0595575447761478,Iris-versicolor
+1,6.014321526315714,2.702834098258566,5.170886249888506,1.6107620083443457,Iris-versicolor
+2,6.00316516297572,2.998376474002633,4.791699944216656,1.809924816097538,Iris-virginica
+3,6.00671515585854,3.398830319785019,4.473919838866991,1.595139198694607,Iris-versicolor
+4,6.738582029047263,3.2947775710035283,5.723629747208711,2.4999994814019764,Iris-virginica
+5,5.927361446347298,2.9921440989775756,4.195670853400667,1.4921334579254952,Iris-versicolor
+6,4.856749660636214,2.4082701228862193,3.1499025625483688,0.900065877536431,Iris-versicolor
+7,6.694233315667319,3.109818504891106,4.406168620768061,1.4034878096015626,Iris-versicolor
+8,5.279674749859511,3.548188468661473,1.5641183288948772,0.2,Iris-setosa
+9,7.699997881268315,2.7951655394492185,6.699998153796251,1.994561541647548,Iris-virginica
+10,6.318948665478428,2.296409519664736,4.456741743775036,1.3029999293484817,Iris-versicolor
+11,5.915434932977044,3.198425091794956,4.790347212460278,1.8133924563768498,Iris-versicolor
+12,4.400000455583338,2.908445607115691,1.3939262338260665,0.2,Iris-setosa
+13,6.309059203722366,2.524607796050427,5.0315635184929475,1.9038107050018676,Iris-virginica
+14,5.090409786490334,3.6277640789100656,1.4596073735101,0.3904470570812021,Iris-setosa
+15,5.507973573524813,2.39202460449361,3.763584644394043,1.095138974394662,Iris-versicolor
+16,5.08977844422526,3.7586340451723985,1.7103547666357068,0.3872092370231531,Iris-setosa
+17,5.992169686319936,2.2,5.017421830431826,1.496829899388585,Iris-virginica
+18,5.772275684303207,2.9969037281281636,4.289644456367935,1.494292701486924,Iris-versicolor
+19,6.10109282850484,3.3440271396807795,4.494446852981703,1.5563121396268913,Iris-versicolor
+20,5.113429883250383,3.743895307137453,1.5835313267659643,0.2,Iris-setosa
+21,5.111386391439379,3.3011106242325683,1.8447708637012528,0.450026058919127,Iris-setosa
+22,6.113749632195253,2.9934773008494924,4.601524419799506,1.4122660599475174,Iris-versicolor
+23,5.886633384016033,3.205832168011916,4.812828986299422,1.8009747687907356,Iris-versicolor
+24,6.749336625423757,3.3317756238689635,5.697940499958948,2.4999994923752884,Iris-virginica
+25,6.303982858376183,3.388480475556286,5.594942612166184,2.396499748437785,Iris-virginica
+26,5.102713112320947,3.4961244059758267,1.388413975674105,0.2977281582716289,Iris-setosa
+27,7.699999020465874,2.769719017763973,6.699998376512095,1.9627345349849488,Iris-virginica
+28,5.375178527189706,3.92508663217885,1.292090906463612,0.5380658521149959,Iris-setosa
+29,5.989913919491057,2.200000281141056,4.960827910443626,1.496105851519856,Iris-virginica
+30,4.491755069133475,2.298053307167002,1.3008477126060514,0.29736762422126,Iris-setosa
+31,5.402498238414699,3.919407362170111,1.6980985495472742,0.3972878851515922,Iris-setosa
+32,6.305975559433551,2.7085977636483487,4.895677706822844,1.772436363391127,Iris-virginica
+33,7.117831790349552,2.9903459448365837,5.899652930942683,2.0988183369674935,Iris-virginica
+34,5.502883844028277,4.2090542132187405,1.4007988317390188,0.2,Iris-setosa
+35,6.298766376541623,3.408300031372033,5.6214680400121715,2.4071386058890765,Iris-virginica
+36,5.9824560491336625,3.4104382779171725,4.5042780467752905,1.6303665865326213,Iris-versicolor
+37,5.090115304856181,3.770768578488533,2.0541287853616716,0.41422490878091067,Iris-setosa
+38,5.212256806602049,3.4890646725343757,1.5190939691003225,0.2,Iris-setosa
+39,5.912324709648935,2.6797655933236992,4.97521479581049,1.4825153310867982,Iris-versicolor
+40,6.139607211106001,2.996180821227463,4.6134346279121,1.390280287543169,Iris-versicolor
+41,6.689081663492113,3.2962113896562246,5.6885615237620994,2.0908527878111047,Iris-virginica
+42,6.7146484910201485,2.9889049827814467,4.994331708609441,1.7119156689637143,Iris-versicolor
+43,5.784613535643281,2.789030392728523,5.0968031327407735,2.4006161084579,Iris-virginica
+44,5.522092421742066,4.204797027733257,1.4060830213800972,0.2,Iris-setosa
+45,5.506590227234622,2.4110305405712267,3.724651088399633,1.0885609751759167,Iris-versicolor
+46,5.108097421721199,3.7841497929914025,1.916627559725117,0.4796049531617634,Iris-setosa
+47,5.302900518654091,3.7421710618501125,1.5086282428807387,0.2,Iris-setosa
+48,5.503882041873794,2.594284417153775,4.389261082822679,1.1832474319057833,Iris-versicolor
+49,5.996072344521088,3.006345613299481,4.775841106689326,1.8021081249794595,Iris-virginica
+50,5.814606095959563,2.7004180553003736,5.126969312779135,1.899029772878253,Iris-virginica
+51,6.350627884167308,2.456403230274992,4.833016008718084,1.489945817720511,Iris-versicolor
+52,5.389067944200074,2.997871459613283,4.47579843475594,1.48764404458154,Iris-versicolor
+53,6.335266956233598,2.4707337810049013,4.872071296544067,1.4883619841468478,Iris-versicolor
+54,5.522503182837347,2.623425328963422,4.385743821307867,1.2597274638949614,Iris-versicolor
+55,5.802158663897331,2.696833884784585,5.097644292297089,1.9010351128871232,Iris-virginica
+56,5.872004362060053,3.191633655621964,4.791024828717202,1.7917565959466066,Iris-versicolor
+57,5.9033735593981165,3.2095587961631717,4.794165484354626,1.7924668906188412,Iris-versicolor
+58,5.743274262256719,2.5695145583941077,5.04882390754839,1.9637972570947533,Iris-virginica
+59,7.6999989347856195,2.831421445396081,6.699998727404587,1.9991417528225282,Iris-virginica
+60,6.29252075199559,2.500142549519573,4.873460292404423,1.5021181148517766,Iris-versicolor
+61,6.329558404920123,2.5119460719640903,5.028464149595406,1.9002668467089747,Iris-virginica
+62,5.878207197579652,3.0017521349893244,5.116655242728614,1.8083311608983785,Iris-virginica
+63,6.2984942189236675,2.710952504551703,4.8636977468938705,1.7949597714408925,Iris-virginica
+64,5.458999833991749,3.000888433160779,4.521490100298325,1.498860119583495,Iris-versicolor
+65,5.114491987013248,2.537535084321679,3.0661639764842454,1.285812202657744,Iris-versicolor
+66,5.192487519908161,3.8561579041910106,1.7482404817647772,0.38206970910293336,Iris-setosa
+67,5.499881485819271,2.4064503388731215,4.013274666988145,1.1087971624564399,Iris-versicolor
+68,5.0895727698675675,3.396494129417379,1.5044243091473108,0.2,Iris-setosa
+69,6.514066785005182,2.997354483599323,5.512606197735992,1.8032385357122591,Iris-virginica
+70,7.200057719363191,2.8839566193523987,6.208219264176892,1.8117344983528871,Iris-virginica
+71,6.691385625948056,3.1114536347641177,4.4153034796579815,1.406137643992433,Iris-versicolor
+72,6.306844658092029,2.858887623201899,5.646639984257129,1.7965831128399015,Iris-virginica
+73,5.48656667665953,3.0058378493552156,4.484467209348623,1.4920446725815968,Iris-versicolor
+74,4.8569970156933975,3.5379349660402024,1.3987614958693402,0.2,Iris-setosa
+75,4.630711686971493,3.1810373856694247,1.4054925175411879,0.2,Iris-setosa
+76,5.213029463483341,3.4226212300898684,1.40414970737081,0.2,Iris-setosa
+77,4.4,2.908835697383216,1.4112192530564904,0.2,Iris-setosa
+78,5.29410128956853,3.6880230231819273,1.5039870942575644,0.2,Iris-setosa
+79,4.400000490248466,2.8918314152337263,1.3639925319948767,0.2,Iris-setosa
+80,5.07137079806035,3.3952751225402533,1.4994397831831274,0.2,Iris-setosa
+81,5.576157812852717,3.001646800329769,4.04048005874259,1.298955352019259,Iris-versicolor
+82,5.114483998916903,3.8385270420035207,1.8856270694011872,0.3944374444175892,Iris-setosa
+83,4.603535526463906,3.3050981012488965,1.4015753345688293,0.2,Iris-setosa
+84,4.90612089049322,3.0082459081792163,1.3923762931053563,0.2,Iris-setosa
+85,5.005081479516573,3.5999496952525973,1.3776824457896009,0.2,Iris-setosa
+86,6.628236176090608,2.98867412693943,4.362394143713146,1.398069265701519,Iris-versicolor
+87,6.387300595868795,3.120543348517932,5.508801953017667,1.8246745977540708,Iris-virginica
+88,5.914474766824698,2.7906075623246416,5.0057876202589995,1.8414743202449808,Iris-virginica
+89,5.091644500794626,3.7117474277444065,1.4867220876930496,0.4142439497559491,Iris-setosa
+90,4.597819862108696,3.621790607174201,1.0000004923783234,0.2,Iris-setosa
+91,6.274370517147284,2.302466836002303,4.4272632533087295,1.298981275863106,Iris-versicolor
+92,6.007025333724476,2.703962220532614,5.098730182937308,1.6309137690549191,Iris-versicolor
+93,5.204946996622836,2.7050296213838227,3.9352713413083675,1.4068135425177124,Iris-versicolor
+94,5.794591952810473,2.6976429014603522,5.122609617354089,1.8984123904705648,Iris-virginica
+95,7.151187982070716,2.987968979045716,5.956529500269891,2.0890923747524277,Iris-virginica
+96,5.1103991919756275,3.712569079269456,1.593826365816776,0.2,Iris-setosa
+97,7.7,2.8375744787649078,6.7,2.020744567346902,Iris-virginica
+98,6.765265888883508,3.002346005313306,5.500766095443065,2.0826766130326386,Iris-virginica
+99,5.499744273020263,2.4056655352185534,3.67033034148677,1.0646083294845992,Iris-versicolor
+100,5.390399620860796,3.8392931640951464,1.301479548994962,0.3894766354163325,Iris-setosa
+101,7.07762595516396,2.9985721875136013,5.851720481235587,2.094341727408208,Iris-virginica
+102,5.998148926544847,3.421554870668338,4.456220593447824,1.5941757142028332,Iris-versicolor
+103,5.380379702936438,3.87331751136622,1.6774579123567233,0.3951050415245564,Iris-setosa
+104,5.079988601317135,2.4962107001652205,3.1810041080139086,1.1544098204805617,Iris-versicolor
+105,5.688899703213141,2.516220204271755,5.028956155591637,2.047695050928603,Iris-virginica
+106,4.400000685716666,2.904997890796825,1.4003938882126952,0.2,Iris-setosa
+107,7.154835474147959,3.002848845631952,5.942356342673601,2.103545166380539,Iris-virginica
+108,4.586417171948992,3.6188757705753307,1.0000003776571376,0.2,Iris-setosa
+109,5.529637561982095,2.6046375948926066,4.39485609928124,1.2287026814162927,Iris-versicolor
+110,7.329248692308321,2.9165685458894766,6.328570892343971,1.7923532585954447,Iris-virginica
+111,5.006740089009804,3.506564517790157,1.3216590281353349,0.2946484915270666,Iris-setosa
+112,5.237898701440154,3.538677318369234,1.5092122259909482,0.2,Iris-setosa
+113,5.005209343659488,3.30497548670807,1.4100815998774252,0.2,Iris-setosa
+114,6.688006096642976,3.0920800190276485,4.418866977611821,1.405573638164942,Iris-versicolor
+115,5.802573916447167,2.701765577707162,5.098016175421776,1.9038208314621226,Iris-virginica
+116,5.236091580722183,3.403175724228033,1.6056907453887812,0.2,Iris-setosa
+117,6.69795802838177,3.106274814602573,4.419611356513902,1.4111295431211988,Iris-versicolor
+118,5.151014817472609,3.3754976868399424,1.3909453710198119,0.2,Iris-setosa
+119,5.092070075460487,3.385138764594081,1.4811283022904211,0.2,Iris-setosa

iris/tab_ddpm/8_1/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.101311524742602,3.638433874902329,1.4859904022064199,0.3934694637470048,Iris-setosa
+1,6.296282469806049,3.3972748294223916,5.615853003832934,2.3967363160319466,Iris-virginica
+2,6.41421611363237,2.9075153448315008,4.325093300323143,1.3124758852863077,Iris-versicolor
+3,5.562136104708659,2.6996704133354976,4.1795219946835624,1.3121923184145652,Iris-versicolor
+4,5.083209170332128,2.496331245438426,2.8219765659517924,1.1548059878205925,Iris-versicolor
+5,4.903532336951815,3.1083350576306046,1.5080830592259782,0.10000014611749515,Iris-setosa
+6,4.857176853156391,3.0794115988469764,1.5061815597945225,0.10000010404413899,Iris-setosa
+7,5.0057195758117885,3.187288084889114,1.1919910325672558,0.2,Iris-setosa
+8,6.689555718846317,3.3050982304266183,5.7005166651647174,2.4999994066917344,Iris-virginica
+9,5.434299461270334,2.9958487735635493,4.526355354757885,1.5047135985494593,Iris-versicolor
+10,6.920313144956368,3.1908975218272233,5.7387560342181025,2.2881120027207684,Iris-virginica
+11,5.830761332253873,2.707013922657034,5.0985158521054075,1.8963270234798313,Iris-virginica
+12,6.386004391816774,2.7007292141509587,5.275036376032887,1.886936687825015,Iris-virginica
+13,5.099175374816626,2.501039315096055,2.9822646622019495,1.101323538284528,Iris-versicolor
+14,5.108075351885687,3.811736783468475,1.720120233203867,0.445887732171523,Iris-setosa
+15,5.301028303107551,3.7557334976621966,1.532971166053087,0.2,Iris-setosa
+16,6.785122218563579,3.0073501349563054,5.506176006652426,2.1130567193545504,Iris-virginica
+17,4.879203455210519,3.10579777965961,1.4922453348488172,0.10000009639297507,Iris-setosa
+18,5.687453966627278,2.4984930313170235,5.004520464655661,1.9989062348145366,Iris-virginica
+19,5.968640157320533,3.3578212280774635,4.523479081075898,1.6298651614059478,Iris-versicolor
+20,6.094963341902325,3.012251921865833,4.563953250452878,1.4001652847937913,Iris-versicolor
+21,6.771640087461092,3.3292149653575787,5.668851691731257,2.5,Iris-virginica
+22,6.696767933449459,3.289649615879405,5.643954838153337,2.499999397306801,Iris-virginica
+23,7.7,2.827882564723771,6.7,2.0388349493340443,Iris-virginica
+24,5.793373789575609,2.8017267032311537,5.104422168607219,2.403542846304387,Iris-virginica
+25,6.426899086937814,2.7444424131123886,5.368186485007057,1.9025511992800017,Iris-virginica
+26,5.48873925622048,2.412838598768416,3.8448976932819514,1.1575832447435772,Iris-versicolor
+27,7.2229530543886025,2.9499155086342026,6.150583991225796,1.9133090785139013,Iris-virginica
+28,4.995914566208891,3.3109717800627982,1.398638174163073,0.2,Iris-setosa
+29,6.737084507988564,3.088660097510428,4.442155117569588,1.390740644487637,Iris-versicolor
+30,6.2942061070305275,2.3014828987882208,4.416412251048355,1.289455996286767,Iris-versicolor
+31,5.991237876163546,2.6970198227000237,5.120940729449085,1.6108212453836812,Iris-versicolor
+32,5.503684281998714,4.211341119651036,1.371171167262239,0.2,Iris-setosa
+33,5.377911186630331,3.41271912986817,1.6817495950701051,0.2,Iris-setosa
+34,5.080488527882324,3.286508553290296,1.6992958947599586,0.5146513712600155,Iris-setosa
+35,6.452791989393979,2.98878811319867,5.4527285909198415,1.8095922131581286,Iris-virginica
+36,6.11662694048564,2.652454422204749,5.498003522019168,1.430309893965347,Iris-virginica
+37,4.804747731899919,3.4102968556093036,1.5892353311316207,0.2,Iris-setosa
+38,4.989471579757531,3.5811971148423356,1.3757807143423149,0.2,Iris-setosa
+39,5.102513848106248,3.3895852511557583,1.4976880703632425,0.2,Iris-setosa
+40,5.189133711174837,2.6886724701991787,3.8922733862325396,1.400553966595552,Iris-versicolor
+41,6.690600449656048,3.296326207483438,5.642885844474708,2.5,Iris-virginica
+42,5.508037729659729,2.4029165229452323,3.813920657496226,1.0416083834859116,Iris-versicolor
+43,4.994830665664517,3.6050873738722324,1.4001691805422714,0.2,Iris-setosa
+44,5.291006115817807,3.6641259031525575,1.5016178557457633,0.2,Iris-setosa
+45,5.343450600918496,2.4298685580371124,3.519820463149501,0.9522567911772032,Iris-versicolor
+46,5.0812067231122695,3.81554183871966,1.627491015497829,0.30739351162885564,Iris-setosa
+47,4.880232781557082,3.1085896444426977,1.5074890040091364,0.1,Iris-setosa
+48,4.4,3.203551912457544,1.3008888275965322,0.2,Iris-setosa
+49,5.502616730975311,2.3915554694698415,3.6483594952552147,1.0003357682907796,Iris-versicolor
+50,6.004724444326975,3.386553641218559,4.515867675145233,1.6160264479554833,Iris-versicolor
+51,5.052182414752679,3.503254014288375,1.3710604974239822,0.31395915622878867,Iris-setosa
+52,6.788746976503189,2.9989663903682366,5.480950432210783,2.0917456987473484,Iris-virginica
+53,6.331474508602054,2.9139195941604856,4.358564574139094,1.3157267118989837,Iris-versicolor
+54,6.689110832597514,3.296299948333959,5.734473943413553,2.5,Iris-virginica
+55,6.299774943506139,2.5128379825069818,5.0239941588091375,1.9037482403816792,Iris-virginica
+56,5.996659995280798,3.4146095552013405,4.490292680518313,1.6043739591873363,Iris-versicolor
+57,4.4,3.110297047337182,1.3256453700819868,0.2,Iris-setosa
+58,5.101721137544113,3.8554096611704165,2.001808866091419,0.38348333843362375,Iris-setosa
+59,6.379999391605003,2.7268387845961914,5.340768540340991,1.8653671742029874,Iris-virginica
+60,6.029098476735794,3.383485700755696,4.482556010731943,1.5978476966827762,Iris-versicolor
+61,6.299037295948042,2.3025223376097177,4.404068556726047,1.2922070212446801,Iris-versicolor
+62,6.801378672760244,2.983055413394196,5.449841924799657,2.0987547636206707,Iris-virginica
+63,4.609773660618624,3.3393177543291843,1.404228111433424,0.20495407199335186,Iris-setosa
+64,6.4038431997487875,2.810387568745774,5.4534312369608635,1.858089893279024,Iris-virginica
+65,5.575730149183356,2.678659773746778,4.2433607523273755,1.2818669044708273,Iris-versicolor
+66,6.727711268102552,3.0027962876850838,5.010224753869037,1.7060183748694684,Iris-versicolor
+67,6.691434898483265,3.301000037559375,5.67195945796489,2.102501885913513,Iris-virginica
+68,5.082753620998567,3.508401316409011,1.3914438618329132,0.3066755278884268,Iris-setosa
+69,5.93424555065256,2.2,5.003146223598932,1.4841487545856882,Iris-virginica
+70,6.3470529524854316,2.5528270408284692,5.0634512565390155,1.9057619874092677,Iris-virginica
+71,6.299181927681215,2.5121652470827085,4.978734364092133,1.8698201605479632,Iris-virginica
+72,4.5855406546551825,3.1857249145152466,1.3870486950961962,0.2,Iris-setosa
+73,6.779298030722834,3.0194890153090235,5.516970671339114,2.1125249629763134,Iris-virginica
+74,6.389359261484925,2.928605386462837,4.397108268483827,1.328050045374366,Iris-versicolor
+75,5.806940408666058,2.76861649421868,5.090293637379091,2.400613202471569,Iris-virginica
+76,5.455516261403866,4.100711142438976,1.3175896640668854,0.2801033324345499,Iris-setosa
+77,6.540728138318781,2.965458463909397,4.37394727641073,1.361877844731835,Iris-versicolor
+78,5.993468775667166,2.690745414170761,5.102244054164854,1.6062524544498167,Iris-versicolor
+79,5.750988672594975,2.751378700346864,5.084332983820192,2.3526023510873513,Iris-virginica
+80,5.3125534166101875,3.401297775449003,1.6392651690391613,0.2,Iris-setosa
+81,6.599561162136886,3.1109466391361944,4.4836807104656735,1.447399850780885,Iris-versicolor
+82,5.366484448605278,2.9619381607244226,4.440618754831174,1.4912266104892538,Iris-versicolor
+83,6.009009665412157,2.7020944805317773,5.109057254081767,1.5908019306949597,Iris-versicolor
+84,5.793043754277564,2.6993637869398257,5.1112566319074935,1.9046313421780343,Iris-virginica
+85,5.004659008589686,3.221617525409408,1.2205487750790118,0.2,Iris-setosa
+86,6.296364020761875,2.7034438827372504,4.9014316720510065,1.799764008954062,Iris-virginica
+87,5.091367694847892,3.74983737297903,1.774224549159619,0.39654751837482416,Iris-setosa
+88,5.481576447755238,2.397452727546853,3.6150440687063368,0.983958683616918,Iris-versicolor
+89,5.9002445245463955,3.2028694185461357,4.815917338287085,1.7869537004130798,Iris-versicolor
+90,5.728788209229029,4.4,1.4987830001983022,0.5077348767931682,Iris-setosa
+91,5.629980446026451,2.993567862056082,4.16717386721,1.2997373351187718,Iris-versicolor
+92,5.069750925574815,3.7747296281904825,1.60891316674019,0.2,Iris-setosa
+93,5.094929339631275,3.803192734967976,1.910288465159337,0.39265847791854214,Iris-setosa
+94,5.007112326558038,3.5144030545389238,1.2884796387594775,0.2938355827582775,Iris-setosa
+95,5.820904221731388,2.798823831361329,5.133929078674606,2.4038899921958086,Iris-virginica
+96,5.092687675730791,3.291079032239149,1.7583225255360495,0.518431639872363,Iris-setosa
+97,5.796124376877609,2.504705394891447,5.006177734835371,1.9834354013549227,Iris-virginica
+98,5.402010834407261,3.3934590671861353,1.685794102957258,0.2,Iris-setosa
+99,5.804158684877681,2.81106826572887,5.15166158355075,2.4052899572063886,Iris-virginica
+100,6.687825343630396,3.000935381896581,4.9899681311558,1.6733371491130227,Iris-versicolor
+101,5.455324483786785,2.809133331295308,4.151061468916173,1.3214457646098983,Iris-versicolor
+102,5.146181177013911,2.655582786329944,3.8562665316314266,1.385859186754455,Iris-versicolor
+103,5.815653085171097,2.711568373243726,5.117760161582209,1.8956039627243264,Iris-virginica
+104,5.4985544731933205,2.4245029458412426,3.800024421386233,1.1262655419617484,Iris-versicolor
+105,5.090150774133023,3.302210664381884,1.8328200643159847,0.509167073106952,Iris-setosa
+106,5.919581945988675,3.007795438521461,4.221808377860158,1.4964483325640527,Iris-versicolor
+107,5.403082109771811,3.002671098443936,4.465636947122215,1.5005476104735747,Iris-versicolor
+108,6.423059742982613,2.7147568010481624,5.327578630726117,1.9042644272168374,Iris-virginica
+109,6.687761809698626,3.0482179159604907,4.421934264031501,1.4094062068402933,Iris-versicolor
+110,5.7942282285180395,2.790513061443711,5.098582730989789,2.3898863524800005,Iris-virginica
+111,6.664976732418361,3.048437860743798,4.4364526389169985,1.4054761258336674,Iris-versicolor
+112,5.716208451674031,3.0172124245440766,4.12407054609287,1.3453840868102396,Iris-versicolor
+113,6.3091984038623625,2.8823004819583744,5.59510563365365,1.811767111055734,Iris-virginica
+114,4.590427400127072,3.632873805096113,1.0,0.2,Iris-setosa
+115,6.722262024349278,3.313610406737665,5.698551194860078,2.5,Iris-virginica
+116,5.104642155360833,3.7084925318076305,1.522889462315835,0.47766251210360544,Iris-setosa
+117,6.101288751654636,2.6013023975087264,5.60288273906747,1.400669928531268,Iris-virginica
+118,6.320259301384599,2.613894092623811,5.1070211499876494,1.9066577380834417,Iris-virginica
+119,6.8722332425767405,3.2075460896215113,5.653856161165872,2.307346015125407,Iris-virginica

iris/tab_ddpm/8_1/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.9924209569166385,2.993124498041385,4.951778112740789,1.807073069865324,Iris-virginica
+1,6.647846861317513,3.0233957071302413,4.426964173044144,1.400869314242359,Iris-versicolor
+2,5.6485242083778004,4.4,1.4945868177220003,0.3931751864317493,Iris-setosa
+3,5.026353396125043,3.328169547951656,1.4094980103335686,0.2,Iris-setosa
+4,5.810556686421177,2.7084577531340117,5.097672312213639,1.8987487292451952,Iris-virginica
+5,6.288666064716131,2.5070568506140614,4.883038196235151,1.495463769239772,Iris-versicolor
+6,5.900817255445874,3.0049435452466318,4.222699333297583,1.5068988285654128,Iris-versicolor
+7,6.374304057633583,2.901115561299703,4.312547305333072,1.2854073806228679,Iris-versicolor
+8,6.287152955458528,3.3659723312223315,5.581903760258898,2.3847320157458016,Iris-virginica
+9,4.898865642095175,3.100709090363524,1.489321019684209,0.10000009118513874,Iris-setosa
+10,5.050962135913094,3.368448633465302,1.4653195794691494,0.2,Iris-setosa
+11,5.386909639832895,3.8692161144632786,1.2980904473278219,0.42036977020196914,Iris-setosa
+12,7.2849930155972435,2.9104734105421493,6.287343514331086,1.8107111622549368,Iris-virginica
+13,5.51545902113885,2.403078520466783,3.839516400352152,1.1706729114568053,Iris-versicolor
+14,5.403321791844142,3.002211213609822,4.500630982163088,1.4967424659381054,Iris-versicolor
+15,5.50704241214749,2.404466041549032,3.7931226400900773,0.9984624299432826,Iris-versicolor
+16,5.907849791923868,3.2000886042060843,4.816627740229946,1.7852158885687561,Iris-versicolor
+17,5.102240264933777,3.2993569074686238,1.7183958828938894,0.5277253119620491,Iris-setosa
+18,5.111969704986999,3.7644794973282494,1.598488436575685,0.2,Iris-setosa
+19,5.297271729295335,3.7991948469587595,1.5041816383207942,0.2,Iris-setosa
+20,6.852113564866618,3.170284536824675,5.616905318740266,2.26053835234766,Iris-virginica
+21,6.1201237638227095,3.0112669759478203,4.596268930555862,1.4027268171579237,Iris-versicolor
+22,6.317612902128274,2.4869412829838637,5.004379368435507,1.8928321354778808,Iris-virginica
+23,5.001628679513365,3.1908850681522964,1.2154560129495158,0.2,Iris-setosa
+24,5.967781530901582,2.690118538739211,5.082430324462741,1.565958586707473,Iris-versicolor
+25,4.604760491340332,3.219851209658123,1.3951393284110798,0.2,Iris-setosa
+26,4.583595703229793,3.407902274599952,1.3824336979998868,0.3002410787728117,Iris-setosa
+27,6.635557195047138,3.026416549939483,4.394136243734061,1.404682700529837,Iris-versicolor
+28,4.400000507395026,3.2123594676578286,1.2978953278962315,0.2,Iris-setosa
+29,5.6509065833808645,2.7222107080689844,4.188542660793981,1.3114883635954446,Iris-versicolor
+30,7.7,2.857906551764594,6.6999986165575685,2.02065780091304,Iris-virginica
+31,6.268783263321359,2.6938659295634313,4.94379095306021,1.8048722732111833,Iris-virginica
+32,5.000129209976248,3.5964117525660124,1.3944571690696468,0.2,Iris-setosa
+33,5.104916225382302,3.308115076469047,1.6770342811563106,0.4767336964290847,Iris-setosa
+34,5.141686098617821,3.3419621389151613,1.327600387623072,0.2,Iris-setosa
+35,5.406769717145195,3.3882807371707133,1.8278657040598507,0.2,Iris-setosa
+36,6.67255751473573,3.295274892360358,5.691805106075231,2.0586733639426122,Iris-virginica
+37,6.448563986427308,2.897062925169881,4.288911940040868,1.302437908400577,Iris-versicolor
+38,7.7,2.792785999540931,6.7,1.9866108557905662,Iris-virginica
+39,5.4981422592334575,4.173953388521129,1.3979891569371663,0.2,Iris-setosa
+40,5.994248113655311,2.6957201491194387,5.097021947899619,1.612747226539326,Iris-versicolor
+41,5.1628991337426005,3.459416707954295,1.5100593113408138,0.2,Iris-setosa
+42,5.608741864658161,2.993024343332477,4.111962039107269,1.3105407254212176,Iris-versicolor
+43,5.33546640186038,2.989981915404419,4.432224640521237,1.4958265731282123,Iris-versicolor
+44,6.442878763316601,2.91039742799816,4.267640841247077,1.330918381646569,Iris-versicolor
+45,5.072199318219638,2.490452099083667,2.8109254665662435,1.1200259529804275,Iris-versicolor
+46,6.571913186602746,2.978628913329047,4.406768320420355,1.3909776261528228,Iris-versicolor
+47,5.5890674725039915,3.0029406209135834,4.140480440519124,1.2975509972740333,Iris-versicolor
+48,5.08892249476972,3.437689990761025,1.5231524156784877,0.2,Iris-setosa
+49,5.074650461478682,3.786744098186921,1.6424188304304481,0.40600070380602404,Iris-setosa
+50,5.455043344877439,2.7703285210311956,4.104410045636973,1.326730529159685,Iris-versicolor
+51,5.009440613329792,3.288206096878211,1.3343102936176985,0.2,Iris-setosa
+52,7.6999985373653725,2.8040186211750866,6.699998503276966,2.001301054333164,Iris-virginica
+53,5.057459777771744,3.394359064547183,1.5107446188926463,0.2,Iris-setosa
+54,6.264773413965081,2.774656286430596,5.192853557757546,1.4620682014977406,Iris-virginica
+55,5.438923245418806,3.9893156466634676,1.3200980531915585,0.34994758446853214,Iris-setosa
+56,6.827501922473505,3.006373763536205,5.53020721958136,2.105999684339964,Iris-virginica
+57,6.697702893946196,3.1179109857559295,4.399986338221986,1.4022335656345006,Iris-versicolor
+58,6.2995208848275395,3.414238784945401,5.615286276118648,2.398101452053824,Iris-virginica
+59,7.086553755680564,2.987549276175934,5.9024746600599025,2.073399611528621,Iris-virginica
+60,4.908325825611234,3.0986814831322045,1.4923264459089454,0.1,Iris-setosa
+61,5.140971757399828,2.4938145683252464,3.1050417813748856,1.0689426879499764,Iris-versicolor
+62,6.419276318085972,2.90921857594888,4.283361966093074,1.2965715264258644,Iris-versicolor
+63,5.472042561026537,3.014763693529893,4.541131445859657,1.5035693328727013,Iris-versicolor
+64,5.08340950712394,3.395121556542322,1.5035551221463075,0.2,Iris-setosa
+65,5.18516542876709,3.470554474434646,1.5012714820504847,0.2,Iris-setosa
+66,6.281923209777428,2.4921732039334836,4.885977870496551,1.4920298755341053,Iris-versicolor
+67,5.210714629640153,3.515505483190578,1.4987534643106006,0.2,Iris-setosa
+68,5.4978192609212195,2.5847047089893658,4.422195226365394,1.2046554437407824,Iris-versicolor
+69,5.916553538347854,3.2103537316177766,4.80303338192064,1.7943879126787186,Iris-versicolor
+70,6.745386615337409,3.0010957194780055,5.015567637416289,1.7128198982723564,Iris-versicolor
+71,5.473593177095683,4.186980101342562,1.39660269259208,0.2,Iris-setosa
+72,5.492797297001455,4.191894472387791,1.3880092424187427,0.2,Iris-setosa
+73,5.197034690049953,2.692439921643354,3.9134011353998295,1.4044456669707457,Iris-versicolor
+74,5.202181378256102,3.4201898189048285,1.4012016293133793,0.2,Iris-setosa
+75,6.130840806068104,3.0008357695016215,4.60847822773899,1.3930004319809854,Iris-versicolor
+76,5.551897591153205,2.6893460782357557,4.166913693227154,1.2945299302447193,Iris-versicolor
+77,6.3085805725908495,2.8045278808902205,5.089696547807144,1.5249217187235025,Iris-virginica
+78,5.737941725624175,2.549352106082904,5.034716078827118,1.962405184289548,Iris-virginica
+79,5.389949770952548,3.0024690756107577,4.470404262355653,1.5029487186596235,Iris-versicolor
+80,5.378972965217063,3.421504883412276,1.689012597994494,0.2,Iris-setosa
+81,4.400000693207202,2.9164876665551693,1.36984846120881,0.2,Iris-setosa
+82,4.905685419167561,2.398806750057417,3.246534977675198,1.0499416707302398,Iris-versicolor
+83,5.116162456781973,2.4908789332849026,3.0008044237616884,1.0734091260631136,Iris-versicolor
+84,5.136389671435363,3.4208267924198257,1.5147077422687851,0.2,Iris-setosa
+85,4.599222583566308,3.187710209351404,1.391230791329546,0.2,Iris-setosa
+86,5.945417297804764,3.2541623984813017,4.724873305975984,1.742879484515445,Iris-versicolor
+87,6.2996625559253205,2.3009488989234916,4.372840369515799,1.2882941576441185,Iris-versicolor
+88,5.0677044697059515,3.496723309673566,1.3520342701222443,0.30323833820194135,Iris-setosa
+89,6.347263345114561,2.9277353747332597,5.560612220679181,1.7961102169644025,Iris-virginica
+90,6.0008792092714875,2.9957026970065654,4.7777978712575,1.7944125662736132,Iris-virginica
+91,5.895659573298471,3.202358301736524,4.795153348954072,1.8049125948799372,Iris-versicolor
+92,5.50539599823209,2.611416191956102,4.422333390027379,1.2155232971536276,Iris-versicolor
+93,4.8938840367113965,2.4048884381595723,3.1909124090804006,1.0153105578785566,Iris-versicolor
+94,7.164429636335115,2.9930228064964894,5.964296113286524,2.0670983683291113,Iris-virginica
+95,6.693490772162736,3.286913740550496,5.676828720076636,2.1271344599236808,Iris-virginica
+96,6.722923948011534,3.013248287003278,4.991271839155733,1.6935974649655265,Iris-versicolor
+97,6.31858008998781,3.388384410054658,5.635657541654529,2.3990252218024373,Iris-virginica
+98,4.497971276780234,2.3009811976401386,1.295284316043011,0.2916151357820851,Iris-setosa
+99,5.953263451512388,2.2,4.969945327734266,1.4745383309653701,Iris-virginica
+100,6.388592929049697,3.1072081025639866,5.517682192406267,1.8086007547137952,Iris-virginica
+101,4.612544778566379,3.389599157241007,1.4026376886889742,0.27910970274696134,Iris-setosa
+102,5.801583627509146,2.782708209572188,5.136475393345184,2.400083437159926,Iris-virginica
+103,5.299783786656446,3.6613397927858093,1.508651063668598,0.2,Iris-setosa
+104,5.106194438797211,2.5082759134432133,2.9862039706991252,1.189456464429511,Iris-versicolor
+105,5.427672739642442,3.91563759946677,1.3001035076144638,0.4112935407618786,Iris-setosa
+106,6.360417744474317,2.9164183248246474,5.584579187969785,1.797763005642217,Iris-virginica
+107,5.705693155635007,3.006369853609682,4.524015838111566,1.511547160821499,Iris-versicolor
+108,7.311170696629482,2.8997954135193615,6.318001827677231,1.8011215383632162,Iris-virginica
+109,4.9186054876856335,3.037905009194821,1.3699430078701478,0.2,Iris-setosa
+110,6.6644976853022175,3.283695859654258,5.653265962009385,2.4999995486962523,Iris-virginica
+111,5.157334957307291,3.533313935853275,1.4078219167087889,0.20913926393616944,Iris-setosa
+112,6.671972230482177,2.969295689756424,5.477169583146245,2.1034747410001318,Iris-virginica
+113,5.100239789740215,3.3933201934828805,1.5026633431228213,0.2,Iris-setosa
+114,4.608782396305614,3.212061861670676,1.4033332916952,0.2,Iris-setosa
+115,5.1253357310813685,3.7524362032913805,1.5148346198688927,0.2,Iris-setosa
+116,7.29103946304764,2.8929364575366487,6.297826369592082,1.7974266225348194,Iris-virginica
+117,6.091709760571529,2.6057868523117875,5.591768753562891,1.4033107544517898,Iris-virginica
+118,5.176327858571792,3.396966818257019,1.5474460551245859,0.2,Iris-setosa
+119,5.530613841094231,4.216905791245533,1.39691165538334,0.2,Iris-setosa

iris/tab_ddpm/8_1/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.698875210161403,2.472215879607774,4.981126127894274,1.9911656810153462,Iris-virginica
+1,5.848206346550286,3.006966488311289,4.183724160490278,1.4557974086903849,Iris-versicolor
+2,4.613674520227902,3.184586188179078,1.394228400187071,0.2,Iris-setosa
+3,5.792912347336515,2.7038573924836267,5.114220285396578,1.8967910247435438,Iris-virginica
+4,5.988368900293474,2.2,5.013011001246944,1.5208535335315922,Iris-virginica
+5,6.314412730965505,2.4804184652266352,4.8715520100198395,1.4825755203879443,Iris-versicolor
+6,4.9933511814384,3.6008687548049303,1.3957795509848,0.2,Iris-setosa
+7,5.442558832752778,3.8942202296798314,1.3136199677505713,0.3964080593405005,Iris-setosa
+8,4.505506970796321,2.2943147895274563,1.2892133458334598,0.28252339243388946,Iris-setosa
+9,5.997803350273623,2.2000003335958365,5.018866575047494,1.4875420843681793,Iris-virginica
+10,6.383093666294926,3.0875902911496254,5.487153335448595,1.7997053121206754,Iris-virginica
+11,4.904977053914412,3.0964589619429894,1.5040526765871034,0.10000010802444236,Iris-setosa
+12,7.699999056779858,2.787802703418229,6.7,1.9872778464398435,Iris-virginica
+13,5.191316786378055,3.4991543266511926,1.496075827287781,0.2,Iris-setosa
+14,6.298229067252628,2.300348041648321,4.397375950901044,1.2935306319891369,Iris-versicolor
+15,5.1117104921204275,3.3478040900688755,1.3983406705056831,0.2,Iris-setosa
+16,5.974007850776269,2.2,4.988224998268313,1.5028792314168515,Iris-virginica
+17,5.982027255114605,3.0027299704327146,4.760399005390079,1.7900844692039806,Iris-virginica
+18,4.4,3.2009401776586532,1.2931948211100808,0.2,Iris-setosa
+19,7.6999989097633055,2.8186567436184062,6.699998652431765,1.9911644087552454,Iris-virginica
+20,6.8608958965700815,3.211199429564328,5.673293993173235,2.2811569654865727,Iris-virginica
+21,5.211811344043662,3.4111875659713973,1.3931564879624774,0.2,Iris-setosa
+22,4.60544400739574,3.1972001859972394,1.4004011625221073,0.2,Iris-setosa
+23,6.682287140367289,3.1241507446240178,4.4342036708364585,1.4093214674805181,Iris-versicolor
+24,5.155269771076549,3.4863272063311856,1.3917951912977182,0.24319917342362313,Iris-setosa
+25,5.095631914959745,3.302452834181617,1.69330845524183,0.4949665993315556,Iris-setosa
+26,5.793093073271729,2.7901035603396984,5.09906810467486,2.3995736735633355,Iris-virginica
+27,5.198224392039915,2.6962632837719775,3.7231273922599772,1.4057502302527902,Iris-versicolor
+28,5.788087684841103,2.692175270447556,5.088518843415882,1.908343204786205,Iris-virginica
+29,7.35214280798005,2.9028686559676156,6.318428976703255,1.80477403229303,Iris-virginica
+30,6.278218087191829,2.6957273207884525,4.907018947613881,1.8102854507612902,Iris-virginica
+31,5.3788171873915624,3.937709443936187,1.3019402644632732,0.46235038819513635,Iris-setosa
+32,6.669964026163387,2.998472826652741,5.015650475999405,1.7272556269726957,Iris-versicolor
+33,7.7,2.7971476592412623,6.7,1.9928084624466496,Iris-virginica
+34,5.89454802658556,3.0080655492295225,5.096322234536348,1.8063756757040785,Iris-virginica
+35,4.8613251471015335,2.9947979601230177,1.3908048339756431,0.2,Iris-setosa
+36,5.304023034234453,3.73123734565259,1.4991739203562213,0.2,Iris-setosa
+37,5.791199253623733,2.71472400903004,5.09883240332619,1.881137815001032,Iris-virginica
+38,6.015677113414105,3.383569215196763,4.520860894678573,1.6175839062300308,Iris-versicolor
+39,5.80269341246496,2.7204705120850874,5.096020044107912,1.898846913526917,Iris-virginica
+40,4.642409030682954,3.4184164396839423,1.3775510698235065,0.28227666663579554,Iris-setosa
+41,5.105506619539671,3.722252043163694,1.5310089208363928,0.4308490725493925,Iris-setosa
+42,5.0243289852096025,3.3040059007140523,1.4042426024186005,0.2,Iris-setosa
+43,6.315697509762258,2.9025781451424475,5.639196038851414,1.793216369593061,Iris-virginica
+44,4.494263448527029,2.296555153839572,1.2866116056578583,0.3016338488675754,Iris-setosa
+45,4.400000550270297,3.1815713291487606,1.303723815432211,0.2,Iris-setosa
+46,6.29701830663324,2.7736269240490268,5.192842144041566,1.4845297725558428,Iris-virginica
+47,5.1992176269929065,3.388996312043428,1.3845920162618932,0.2,Iris-setosa
+48,6.403353257325699,3.0968996606085106,5.491516785148582,1.8024466611911578,Iris-virginica
+49,4.59467480357652,3.4053619449552075,1.4021921803877027,0.29497128199640593,Iris-setosa
+50,5.67940516986593,4.399998153750905,1.5024904119069817,0.4787615158367569,Iris-setosa
+51,5.888346325160061,3.007190295113562,5.089498353034501,1.7880237828068388,Iris-virginica
+52,4.871970056295657,2.3859667723570577,3.3518953390172754,0.9812576395208114,Iris-versicolor
+53,5.263028753295728,3.574900713626458,1.5355657865794103,0.2,Iris-setosa
+54,6.392749105454772,2.7026476988810035,5.322065205564159,1.9032323459106526,Iris-virginica
+55,6.735847857394856,3.3147861598843718,5.682013800404418,2.4999995398366464,Iris-virginica
+56,5.897512829057603,3.000272845892146,4.198222998929339,1.4986526603693877,Iris-versicolor
+57,5.789346850363283,2.681524360719567,5.105484382813611,1.9104406902025268,Iris-virginica
+58,6.407417869363239,3.095657457423813,5.483297786912214,1.7968484276533911,Iris-virginica
+59,5.103811825197555,3.3107469180974385,1.7531462424934892,0.4669766677988607,Iris-setosa
+60,5.799470244503562,2.6922418783182946,5.100251890671802,1.8992514423890006,Iris-virginica
+61,6.410281772907625,3.0977247341162686,5.509375837314488,1.8031489656330357,Iris-virginica
+62,5.978784520057487,2.2000003010377984,4.9801475127031765,1.4965953939232457,Iris-virginica
+63,5.019012916969863,3.610057306808414,1.4064539606196902,0.2,Iris-setosa
+64,7.2613718433792,2.8870965874766923,6.275237135916342,1.7858882803763514,Iris-virginica
+65,5.1084442914012325,3.799635411040151,1.6017715057694903,0.2,Iris-setosa
+66,6.911476523392257,2.996483249765752,5.586439893131257,2.133143958683693,Iris-virginica
+67,4.4,2.90026442563148,1.4009200704008988,0.2,Iris-setosa
+68,5.711927312839842,4.4,1.5242214724660479,0.6206380140918772,Iris-setosa
+69,5.52600284969427,2.652818850823771,4.235480895896233,1.2810347082652616,Iris-versicolor
+70,4.500630841826803,2.306880126063418,1.304002589419247,0.3147602842338399,Iris-setosa
+71,5.704249731713268,2.4973189738696187,4.992739436195927,1.9995817030819232,Iris-virginica
+72,5.003991365771597,3.2962311376084137,1.401059426807043,0.2,Iris-setosa
+73,5.105929274742898,3.805615631969209,1.5909057923409329,0.2,Iris-setosa
+74,4.88443967290527,2.975438638561603,1.3930371303880675,0.2,Iris-setosa
+75,7.7,2.7819083657040355,6.7,2.0113296851940397,Iris-virginica
+76,4.580256514063847,3.396656099091646,1.3954326323535495,0.30296425208118594,Iris-setosa
+77,4.59316571411059,3.202212998502115,1.4040950779599732,0.2,Iris-setosa
+78,6.304239823212751,2.4971884426686053,4.917998685075564,1.5064220937751804,Iris-versicolor
+79,6.335844213597664,3.4240087431440402,5.595136358954802,2.398255834484593,Iris-virginica
+80,6.023841748419067,2.2,4.987249792469102,1.5050879112484699,Iris-virginica
+81,5.180665929439356,3.40146966139749,1.4032069411028303,0.2,Iris-setosa
+82,4.989922644026946,3.1958000005111895,1.2010311001428664,0.2,Iris-setosa
+83,5.193246536721384,2.6819268987277534,4.023260233395362,1.399486275259432,Iris-versicolor
+84,6.843873791454114,3.18895302922533,5.650024777917126,2.2404981299050912,Iris-virginica
+85,6.835030452446354,2.992601671865332,5.529886224630456,2.1019817779062095,Iris-virginica
+86,5.0077491732903106,3.5084375961318175,1.3458219874099067,0.2612614532650388,Iris-setosa
+87,6.309584473934144,2.837732537059845,5.170576300657724,1.5216400114011275,Iris-virginica
+88,6.78302758298819,2.991645293049367,5.502703974764172,2.1149439575241504,Iris-virginica
+89,5.803997516958274,2.80492007516578,5.099164821820544,2.408500277122376,Iris-virginica
+90,6.111121940673621,3.000555828479939,4.629828858760682,1.3941689762646627,Iris-versicolor
+91,7.7,2.7874000672277655,6.7,1.9906788242051419,Iris-virginica
+92,6.452844268358633,3.020623479174964,5.485058253998635,1.7980333374647803,Iris-virginica
+93,6.788081336795626,3.3408159751984052,5.695949836116047,2.4999995257102805,Iris-virginica
+94,4.900534709860778,3.1224679727928613,1.496547163377206,0.1,Iris-setosa
+95,7.7,2.8147005450598783,6.7,2.006648431349387,Iris-virginica
+96,7.7,2.8144568985023874,6.7,2.0538539448249327,Iris-virginica
+97,6.4338948075344,3.074883256843919,5.501849724793614,1.8013743950832284,Iris-virginica
+98,4.895333985917422,2.3998098804103694,3.2223530143033745,1.033196115833198,Iris-versicolor
+99,7.7,2.8475083793634823,6.7,2.004716874661354,Iris-virginica
+100,5.804507514854435,2.8172524834404244,5.115260863186073,2.4022637187852856,Iris-virginica
+101,5.999438885228442,3.4037383552472473,4.51764137562578,1.6005932350334742,Iris-versicolor
+102,6.909836001771602,3.193859416660966,5.679991359012227,2.294068001898888,Iris-virginica
+103,5.997195051991214,3.407294549024696,4.495709702004945,1.6024298044515943,Iris-versicolor
+104,7.14925742106376,2.9957830335784235,5.923735919279374,2.0726825390092944,Iris-virginica
+105,4.996514852862512,3.210335699046484,1.2026639770408933,0.2,Iris-setosa
+106,7.7,2.816719554743673,6.7,2.0264017752319416,Iris-virginica
+107,4.616741917316402,3.397619827387938,1.406314837858922,0.30443568955306977,Iris-setosa
+108,7.7,2.7737328918407966,6.7,2.002447059070656,Iris-virginica
+109,5.915488975021881,3.0026280815111157,4.164070919791532,1.5128719943109992,Iris-versicolor
+110,5.77927050244204,2.802478328995419,5.147008188001737,2.414547203239501,Iris-virginica
+111,6.377437117146928,2.6346478830822297,5.158071284117462,1.9122453804669801,Iris-virginica
+112,5.6198632802905015,3.0010950370729543,4.087930522075523,1.3109527322884593,Iris-versicolor
+113,5.599735302390531,2.993828368902135,4.093508314078742,1.2729497216621575,Iris-versicolor
+114,4.888972801517788,3.455751584942442,1.6161567384669908,0.2,Iris-setosa
+115,5.093061336794704,3.508156465715003,1.3913298792533306,0.3053713947421726,Iris-setosa
+116,5.445590595863645,3.4071339218957437,1.9996610217701447,0.2,Iris-setosa
+117,7.7,2.810166147169385,6.7,1.97519704105959,Iris-virginica
+118,5.048738467708598,3.5088245542427794,1.365427684949211,0.30338971241515106,Iris-setosa
+119,6.344359772962284,2.7853314521213304,5.104841643889272,1.4942408609218436,Iris-virginica

iris/tab_ddpm/8_1/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.499652645301015,2.4034512484024617,3.693276920618165,1.0155314140746372,Iris-versicolor
+1,6.400925585305068,2.9068541847307543,4.316487828064408,1.3009327158364372,Iris-versicolor
+2,5.963606997645158,2.6843355685470676,5.071981580136694,1.5534560168302107,Iris-versicolor
+3,4.91994434313229,2.4002442010432223,3.0566137110837484,1.014283468623951,Iris-versicolor
+4,4.599846201862584,3.3941263231647465,1.3751448824155394,0.3054385934237257,Iris-setosa
+5,4.605699767803108,3.6098149113142775,1.0,0.2,Iris-setosa
+6,7.7,2.823144803244775,6.7,2.002254939399022,Iris-virginica
+7,6.327323036642094,2.8017522786502442,5.112753154006441,1.5118912593878175,Iris-virginica
+8,4.587482385864205,3.2105384256760057,1.3979231273834942,0.2,Iris-setosa
+9,5.001709390173976,3.323875389741974,1.4013477772841398,0.2,Iris-setosa
+10,6.01127885037499,2.69846848928093,5.099607569416786,1.6128285449936157,Iris-versicolor
+11,6.31889475336157,2.7168078219977434,4.913073630548971,1.7763676186678672,Iris-virginica
+12,6.037494398831708,3.000229333793889,4.528808525493824,1.387779099709855,Iris-versicolor
+13,5.155451089353409,3.451133128554944,1.5005677223371225,0.2,Iris-setosa
+14,5.475376265673662,2.5451626635755247,4.2622128736982425,1.0617939260413547,Iris-versicolor
+15,4.4,2.894107130790132,1.4007194503642857,0.2,Iris-setosa
+16,6.332198950023588,2.910666963098797,5.592246544229917,1.792924771916113,Iris-virginica
+17,5.9926123847685036,3.403150994095537,4.477891170497072,1.5935931728210113,Iris-versicolor
+18,6.013306644499949,3.0099255169372197,4.76797558726673,1.8014267277988574,Iris-virginica
+19,6.3199506327031445,2.897696165268468,5.6125187763339985,1.8028657259102252,Iris-virginica
+20,6.698894964405758,3.306197461426671,5.699154021099743,2.0859411555484075,Iris-virginica
+21,4.8795944536157645,2.3918815793310904,3.2318386216827775,0.9676476688639718,Iris-versicolor
+22,6.068076621511188,2.989473489938618,4.574064669319972,1.390837708066435,Iris-versicolor
+23,6.792666357918889,3.109536948771455,4.41005483451951,1.3984597265151524,Iris-versicolor
+24,5.364130987685763,3.8944220072296067,1.8133523633369983,0.44755952352013384,Iris-setosa
+25,6.287990458639065,2.3069860629504957,4.412071748183268,1.301823009527584,Iris-versicolor
+26,6.434252598341804,3.060084728715861,5.489909730984554,1.8063315285247052,Iris-virginica
+27,6.003682747470287,2.7053656663724945,5.106766923543052,1.6048177304655962,Iris-versicolor
+28,6.686613940320197,3.2881338437589176,5.754076768125733,2.091301391432109,Iris-virginica
+29,6.098077338621558,3.002791057148624,4.605617326600361,1.3978625545398466,Iris-versicolor
+30,5.880199003625979,3.0050276679774384,4.224513737492726,1.5006530971995657,Iris-versicolor
+31,6.038433053985609,2.200000309260929,5.017589927994638,1.5027031818380683,Iris-virginica
+32,5.753797117425128,2.6125322167223275,5.063452876539142,1.9373458532057517,Iris-virginica
+33,6.516793580328589,2.982975398300099,5.435051154649372,1.8038994917319946,Iris-virginica
+34,4.597644779814872,3.215299436648409,1.3952332341999139,0.2,Iris-setosa
+35,6.323583778201584,2.295874534610568,4.381054619682599,1.2967239062914493,Iris-versicolor
+36,6.277939765620147,3.2597603710842025,4.499324522845558,1.5230545236026092,Iris-versicolor
+37,5.098875173554009,3.6265615105002347,1.4787004736160283,0.39730324574967923,Iris-setosa
+38,6.83182165846743,3.2421730091424616,5.686240562036638,2.2398492928472855,Iris-virginica
+39,6.672052769646145,2.9758225245359977,5.472261207593861,2.116942328670573,Iris-virginica
+40,5.12856030823786,3.357970328550404,1.3756717616784606,0.2,Iris-setosa
+41,6.123043660564603,2.6299361928258818,5.58472240141,1.4245878758845552,Iris-virginica
+42,5.08125706615768,3.721194422927587,1.627062037533615,0.2,Iris-setosa
+43,5.957436972986609,2.2,5.009540312392138,1.496595133098484,Iris-virginica
+44,5.396347996512735,3.884701160034272,1.6905338103242933,0.3886209116604349,Iris-setosa
+45,5.503504852490635,2.6005499312164084,4.421249022477833,1.1545149760808444,Iris-versicolor
+46,5.536967442302884,2.619643708938346,4.389825118331905,1.2573621495224232,Iris-versicolor
+47,6.33575602773374,2.91086776493682,5.59148019322235,1.785000419179752,Iris-virginica
+48,6.278890736470394,2.4965339112204847,5.005982583163999,1.8935313165673218,Iris-virginica
+49,6.284078381522268,2.297699677834952,4.37492011587931,1.3058254703149632,Iris-versicolor
+50,4.98769362891403,3.582413188807766,1.3936038201354828,0.2,Iris-setosa
+51,4.932114612161266,3.5252716517170604,1.3150270111058686,0.2985109482831811,Iris-setosa
+52,4.4,2.9057152548005654,1.409328108940225,0.2,Iris-setosa
+53,6.621462874523467,3.0112572879280117,4.390380173210171,1.399785450450174,Iris-versicolor
+54,4.634940077754873,3.4494592670283977,1.4002960923321908,0.2890446286106423,Iris-setosa
+55,5.0852974276635,3.694826439952334,1.4918051199831128,0.3945760939565327,Iris-setosa
+56,5.486963789123636,2.6008388484213736,4.381553973569922,1.1268135852682462,Iris-versicolor
+57,5.797928820768622,2.795459932321277,5.111846249046391,2.40413051703204,Iris-virginica
+58,4.988308076651001,3.2936040640036244,1.3926633502155388,0.2,Iris-setosa
+59,5.386730134530432,3.905430337946492,1.8311255328958558,0.3996244462120325,Iris-setosa
+60,7.699998267768895,2.7899380218338066,6.699998166854283,1.977812259183508,Iris-virginica
+61,6.1729764536318,2.8794488622427883,4.849168109507785,1.8042690152397272,Iris-virginica
+62,6.681953696690534,3.0997069355045745,4.4061902611980255,1.396483911072715,Iris-versicolor
+63,5.4613691109200655,2.9853447410004073,4.464296895826667,1.49880114556799,Iris-versicolor
+64,5.903515112736958,3.209391872674512,4.756005119789503,1.8043977063620125,Iris-versicolor
+65,5.496301943173453,2.60729256908356,4.3248103097268515,1.2082458812852563,Iris-versicolor
+66,5.785297072379493,2.706866344723391,5.085058983759969,1.9024032435425227,Iris-virginica
+67,6.728391404647639,3.291485014058045,5.728460093701648,2.100134467540075,Iris-virginica
+68,5.486558786178884,2.4000694298547067,3.7342998054961214,1.0860961658006536,Iris-versicolor
+69,5.616427538409516,2.678938150067411,4.201432331742349,1.296687745756019,Iris-versicolor
+70,6.688415469672679,3.29815919187718,5.645018577980629,2.0969854695094323,Iris-virginica
+71,5.4977821485262535,2.394553969089196,3.738604758047649,1.0662947259473092,Iris-versicolor
+72,4.91131510926529,2.411022005296901,3.291674279403751,1.054253362646073,Iris-versicolor
+73,5.175130410306501,3.481107969482346,1.5013020764952725,0.2,Iris-setosa
+74,6.912515678696894,3.2119388073745707,5.69702346596137,2.276809165076956,Iris-virginica
+75,4.601383343219063,3.1984272441820343,1.3830962992224445,0.2,Iris-setosa
+76,4.8623055851760135,2.968057392061886,1.4029102479680786,0.2,Iris-setosa
+77,5.002580252610719,3.4985164595672775,1.3077886956731475,0.30487760426688976,Iris-setosa
+78,4.4,2.909155441103313,1.4017045623314002,0.2,Iris-setosa
+79,7.699998964085013,2.783749840437065,6.7,1.999769364674339,Iris-virginica
+80,5.101478352646342,3.8394707145509934,1.5937809883296423,0.2,Iris-setosa
+81,4.592605216905947,3.6063965239936198,1.0,0.2,Iris-setosa
+82,5.011743045373046,3.4989150378208,1.3053441141757123,0.29594686217616895,Iris-setosa
+83,5.9059284918223875,2.994665178528968,5.097782559092527,1.8034088020032977,Iris-virginica
+84,5.11028033613454,3.804456390441799,2.1288334858651643,0.4290098929138112,Iris-setosa
+85,6.188549148631686,3.316849741884995,4.500374619656302,1.5563175452068037,Iris-versicolor
+86,5.986213424495077,2.710169179397743,5.087918106958639,1.6026428507817332,Iris-versicolor
+87,5.221594643548077,3.4002686644096087,1.3906009335205514,0.2,Iris-setosa
+88,4.4,2.8893729409436255,1.4084052026159686,0.2,Iris-setosa
+89,5.07477932812713,3.5028933724215654,1.3623288119891659,0.3256986018181559,Iris-setosa
+90,5.783673210593821,2.610429514797912,5.036064814336518,1.9418783871023744,Iris-virginica
+91,6.268553982748692,3.40575380654595,5.5933924055258,2.397851602057152,Iris-virginica
+92,5.4802170308669105,2.513901638716914,4.023281163363806,1.1813637040407237,Iris-versicolor
+93,4.990361267875511,3.5051595403117393,1.3065162487538355,0.286328106484506,Iris-setosa
+94,6.001102891564887,3.020454358674813,4.379046739418363,1.4960413788355154,Iris-versicolor
+95,5.1198557446789,3.8141793264897617,1.6201950503560045,0.38485984622307146,Iris-setosa
+96,6.327629756463948,2.2955475618960746,4.421440511876405,1.2948933471466346,Iris-versicolor
+97,5.901115718381203,3.0074502686730513,5.1076368053463295,1.7975009990283568,Iris-virginica
+98,5.992449935464163,2.6996039883776377,5.131389653064289,1.6014763010678301,Iris-versicolor
+99,6.30663999824008,2.7993783865274913,5.099592909497698,1.4910753463185156,Iris-virginica
+100,4.905151018168989,3.113501594054425,1.5194753998380577,0.1,Iris-setosa
+101,5.100842759318454,3.7976584179471473,2.054232061830369,0.39978991211351067,Iris-setosa
+102,5.186384091278087,3.3894223270442065,1.3996100132493874,0.2,Iris-setosa
+103,6.0097197469482655,3.386825805899954,4.50738453884252,1.5909267936481466,Iris-versicolor
+104,5.998993329600508,2.9964990919334666,4.802431901099667,1.8029026939166248,Iris-virginica
+105,6.778957712722349,3.0004015871646965,5.472211113881992,2.093604296117571,Iris-virginica
+106,4.6037626112108665,3.1912654406421055,1.3765682866135394,0.2,Iris-setosa
+107,5.08448139897107,3.5017756295591993,1.4562562196594817,0.2,Iris-setosa
+108,5.20378422691928,2.6851196550413468,3.881630347660815,1.3999574531898775,Iris-versicolor
+109,5.9814249451489125,3.3817311284175595,4.503176544265488,1.6156644909787834,Iris-versicolor
+110,5.640499120957271,2.985456226872913,4.096005390256814,1.298768103671612,Iris-versicolor
+111,6.292483556758248,2.88530830907125,5.669647679620031,1.8149073256151964,Iris-virginica
+112,6.440246189352994,2.7339369632843953,5.325847758172138,1.8948793348552468,Iris-virginica
+113,4.639775963678087,3.4269391668917666,1.3926475265421416,0.28679249649063177,Iris-setosa
+114,5.158544368820953,3.5151093144542953,1.449244568190289,0.2,Iris-setosa
+115,5.17326736667245,2.681276499694283,3.8676632380971245,1.4058709623183554,Iris-versicolor
+116,4.628415704585708,3.399765029309844,1.4031609803164915,0.2983158412510886,Iris-setosa
+117,4.974628787930677,3.5944233464801,1.3753963315497908,0.2,Iris-setosa
+118,6.4588696110506225,3.0330745344446046,5.4759315605162175,1.8134646149620404,Iris-virginica
+119,5.789201113388752,2.7906174648461843,5.087771527606805,2.4112097428417547,Iris-virginica

iris/tab_ddpm/8_1/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.616240859836043,3.0019463387159413,4.126707323922281,1.3009450505646762,Iris-versicolor
+1,6.388269529242146,2.895582563162485,4.279786763045268,1.292683375744443,Iris-versicolor
+2,4.810770438049695,3.3986378778054616,1.6025510112947838,0.2,Iris-setosa
+3,4.9001386541094005,2.401975383332177,3.4042971503055153,0.950597254991232,Iris-versicolor
+4,4.883938633661664,3.0946192541859285,1.4901814409627643,0.10000011210375183,Iris-setosa
+5,5.54236117515857,2.6618874595002238,4.253374924463599,1.282635806701339,Iris-versicolor
+6,5.879379824885736,3.0038640478852336,4.21158856020229,1.5084060745447683,Iris-versicolor
+7,6.285443579371728,2.299601610600947,4.379372952547667,1.303618414899751,Iris-versicolor
+8,7.7,2.8111208574024964,6.7,1.9878502428789813,Iris-virginica
+9,7.29820646711993,2.893354959984007,6.321210045021987,1.7941693176953215,Iris-virginica
+10,5.105969074782546,3.791625952182863,1.6889379493983125,0.4759858476834542,Iris-setosa
+11,6.282212967088852,2.710422434821333,4.869345899135114,1.7962343190938383,Iris-virginica
+12,4.874548108366128,3.097642799313587,1.4927391966329715,0.1,Iris-setosa
+13,6.867079583180763,3.193703753772264,5.730838027600632,2.2466048041747393,Iris-virginica
+14,7.6999989001992715,2.7848065977125187,6.699998994168312,1.987570389869,Iris-virginica
+15,4.999696405760187,3.606449566353396,1.3777020160200828,0.2,Iris-setosa
+16,5.4828906120411345,2.401898770313881,3.5979006232170194,0.9789998776452373,Iris-versicolor
+17,5.626914662154159,2.7256270508251714,4.134301955968408,1.311579285200535,Iris-versicolor
+18,6.309054978142052,2.741557872217448,5.273665211188805,1.4909013382908385,Iris-virginica
+19,5.4164039044125785,3.8989039885145544,1.3034023383075235,0.4187467593830677,Iris-setosa
+20,5.378544336918097,3.8894091272587263,1.8622444644450398,0.47239999070682415,Iris-setosa
+21,5.989575021065378,2.704256659552983,5.094725488733551,1.5959433360601816,Iris-versicolor
+22,5.545480651903513,2.4286387533397518,3.7905076704541543,1.1419840061213118,Iris-versicolor
+23,6.7088755708004895,2.994957903397366,5.013802948486031,1.7033276139406601,Iris-versicolor
+24,6.302965357564061,2.65984256828653,4.91344416413193,1.808975237958013,Iris-virginica
+25,5.498103093993175,2.391254154876733,3.542046595785407,1.1200790065207693,Iris-versicolor
+26,4.786608920863408,3.3996918583273796,1.6081668395503954,0.2,Iris-setosa
+27,5.9657216767740815,3.3280956845332166,4.60340519017483,1.6679450357977161,Iris-versicolor
+28,6.901796424140894,3.177595254599398,5.69409958415397,2.2823725719759653,Iris-virginica
+29,5.878576959439762,3.2116580113870206,4.744408119525667,1.8131818660429238,Iris-versicolor
+30,5.391664406718538,3.896991560145537,1.6955402440252905,0.39208586865742745,Iris-setosa
+31,4.503082854959025,2.2994677352519375,1.3091186543769375,0.3098961561214607,Iris-setosa
+32,5.494047469377481,4.217089877403776,1.3827124051421404,0.2,Iris-setosa
+33,4.883298124476873,3.108252813489486,1.4893419229832856,0.10000018988645823,Iris-setosa
+34,6.108784515187929,2.5933345368191696,5.5968593079061515,1.415500262848397,Iris-virginica
+35,4.606766540063754,3.602635792680941,1.000000473198045,0.2,Iris-setosa
+36,5.047269160316547,3.4912596565113225,1.3428475805053575,0.2849087317115939,Iris-setosa
+37,6.490529157068407,3.028724042954131,5.515398657626059,1.7897041182695448,Iris-virginica
+38,5.036237743597005,2.4675303864631752,3.124662119957078,1.1607746979717484,Iris-versicolor
+39,6.476086886227128,2.9956426118197164,5.484775984831073,1.8040112002259818,Iris-virginica
+40,4.90604279337385,3.0080725597842504,1.3770122089733865,0.2,Iris-setosa
+41,4.885185943216655,2.394768380693349,3.748735912240268,1.025693150291084,Iris-versicolor
+42,5.987446696578174,3.3733908597345033,4.544125612603175,1.6155945983806868,Iris-versicolor
+43,5.819309458067656,2.7225062457979203,5.097801669191858,1.8962570768836138,Iris-virginica
+44,6.4026185734893275,2.730206785674551,5.390255529772386,1.893593714891618,Iris-virginica
+45,6.683547405128551,3.279572099529327,5.690018026831556,2.1149005067670212,Iris-virginica
+46,6.416966614711819,2.902578974382555,4.313091710225375,1.314828605794215,Iris-versicolor
+47,5.796880714507293,2.804033833289919,5.114306785655165,2.4004791050594143,Iris-virginica
+48,6.373737886655195,3.215525439790842,4.502287903600829,1.5072484627525522,Iris-versicolor
+49,5.085741989497509,2.4947076370432604,2.9862007254769116,1.0253309466184297,Iris-versicolor
+50,7.699998468495071,2.8166779896692087,6.699998628812926,1.9978988604756465,Iris-virginica
+51,4.400000611690622,2.9030908761123624,1.404522193541346,0.2,Iris-setosa
+52,5.225641941111133,3.4111182558004627,1.397390189680403,0.2,Iris-setosa
+53,7.699998858006916,2.8082899693747674,6.7,2.008315018953855,Iris-virginica
+54,5.67910062934825,4.4,1.4861288606174468,0.38819851608182343,Iris-setosa
+55,5.071826440148167,3.5005982192379403,1.3532967195226802,0.3020516744344512,Iris-setosa
+56,6.47810545072451,3.182550346973485,4.4633548030527015,1.48346234515789,Iris-versicolor
+57,5.409953720551827,3.3885973349320473,1.7300004468940837,0.2,Iris-setosa
+58,6.278049510696119,2.4145877894293553,4.725712198692813,1.426583460316102,Iris-versicolor
+59,5.791536148860369,2.7989088816327077,5.10273339272375,2.4073110722612427,Iris-virginica
+60,6.292416176644362,2.4873650418639475,4.865896385437699,1.4920528943468374,Iris-versicolor
+61,4.985096288015927,3.586861314607514,1.4006662183768812,0.2,Iris-setosa
+62,5.80736012735498,2.7354254329732544,5.136234472309874,1.8933075564552304,Iris-virginica
+63,6.686653799874355,3.269465769992607,5.691247356305433,2.081012043515539,Iris-virginica
+64,5.70288595400811,2.48954182398908,5.010147361611881,2.013366452252257,Iris-virginica
+65,6.296750210093933,2.7823361253717835,5.084576685599226,1.5047317782900718,Iris-virginica
+66,7.7,2.7926476078976097,6.7,1.9980357359898626,Iris-virginica
+67,5.8835574903040095,2.9869504832647795,5.093675821632967,1.8007035510489395,Iris-virginica
+68,5.42201744282461,3.386357597819005,1.8653059780638632,0.2,Iris-setosa
+69,6.086978621430555,3.318853342089436,4.544376690377959,1.6088557862898056,Iris-versicolor
+70,6.1294727560556455,3.004597963116315,4.562819512558727,1.3997137535130408,Iris-versicolor
+71,6.017896454462217,2.697580371031311,5.135186015428427,1.6088428541023059,Iris-versicolor
+72,6.7155004020880185,3.2998101723106728,5.722431096463896,2.110480216360285,Iris-virginica
+73,6.287535575539718,2.476469339897233,4.851558287871892,1.4864260432378427,Iris-versicolor
+74,6.308740671145155,3.4059421048990313,5.609886669490493,2.4077488961330236,Iris-virginica
+75,6.749954211158107,3.3161785142013436,5.682514140630619,2.5,Iris-virginica
+76,4.4,3.2226063051639584,1.2999493493198788,0.2,Iris-setosa
+77,6.012246021008575,3.39903340816398,4.512343203771546,1.6156930414634998,Iris-versicolor
+78,7.250517914293756,2.884939216176584,6.2788389711470165,1.8111343337148431,Iris-virginica
+79,5.683387121741641,4.399999165973522,1.4910527074034015,0.45038678971531554,Iris-setosa
+80,5.49622685136538,4.20917957523436,1.40105577413344,0.2,Iris-setosa
+81,5.820632996622156,2.7027364154250835,5.120377746479382,1.8953985619535223,Iris-virginica
+82,6.473779296355776,2.997732216452128,5.460801876589737,1.8070063967067003,Iris-virginica
+83,6.305304537463209,2.4697400594034384,4.836420106196642,1.4855160781748697,Iris-versicolor
+84,5.46938466680443,3.0071660869139656,4.527193205015156,1.5040566266034545,Iris-versicolor
+85,6.343811729272333,3.389793714339823,5.61902083160573,2.388241778202003,Iris-virginica
+86,7.7,2.7904483272774083,6.7,2.0147328645135056,Iris-virginica
+87,5.660341946478137,4.3999990387611545,1.4849232087697302,0.3838297477132817,Iris-setosa
+88,6.028467883254645,2.2,5.003498058039322,1.5032296327886796,Iris-virginica
+89,6.0045159231103895,2.6943239153943797,5.129699400920649,1.6083662414206399,Iris-versicolor
+90,5.093188184944952,3.766738599657715,1.6198513891779889,0.397326002595935,Iris-setosa
+91,6.489989320416582,2.997285791110546,5.496863054755638,1.7834419200768075,Iris-virginica
+92,5.42329798044945,3.920396708983319,1.3030333939527596,0.4339688948022531,Iris-setosa
+93,6.323163787117916,2.9280188552179474,5.566881024303793,1.8226267945480168,Iris-virginica
+94,4.6055945520800705,3.630357896742683,1.0000004858453166,0.2,Iris-setosa
+95,5.718981769232828,4.399999210337913,1.5114022313637034,0.389368250759487,Iris-setosa
+96,4.980969038337954,3.457994251003892,1.2921371698881408,0.2947495447097116,Iris-setosa
+97,5.49214458420281,2.407051891626481,3.7653905249835207,1.1295024955333615,Iris-versicolor
+98,5.5142522742825575,4.205839693368947,1.3993956702797972,0.2,Iris-setosa
+99,4.606948605701567,3.170279456984433,1.4061319459440837,0.2,Iris-setosa
+100,6.308668571830061,2.512033694920443,5.010583748633016,1.891891035452419,Iris-virginica
+101,5.60420133808759,2.6797967929751336,4.183953816755545,1.2989573214297818,Iris-versicolor
+102,5.11934566524792,3.2970274287379913,1.7802761583754827,0.47659206609172866,Iris-setosa
+103,5.981705174967846,2.7106132857768364,5.077111306157739,1.59446676484946,Iris-versicolor
+104,5.681468527096311,4.399999135139182,1.4993407180849836,0.3770120398278656,Iris-setosa
+105,6.7165597650599915,2.9950917579841065,5.010484438801298,1.713765107119514,Iris-versicolor
+106,6.696057196811311,3.2920768647709724,5.695376789627614,2.1822905075059253,Iris-virginica
+107,4.582434778020325,3.6497082759310575,1.0,0.2,Iris-setosa
+108,5.20254847266572,3.5014278355326005,1.5008032025615268,0.2,Iris-setosa
+109,6.791778029121761,3.2200154857184047,5.755660836373883,2.2548015428868022,Iris-virginica
+110,6.389273844714955,2.8852094695107806,4.279432603147174,1.2921403321625458,Iris-versicolor
+111,5.806645913811964,2.8167807372067384,5.093734694878687,2.40141393383952,Iris-virginica
+112,6.279509511193446,2.4903145675208047,4.902977809517309,1.5102682668958822,Iris-versicolor
+113,6.004390803816793,3.4142506273656994,4.527628384772338,1.6137552591392348,Iris-versicolor
+114,5.498913849522975,2.424294359323443,4.072996878182247,0.9745837224866241,Iris-versicolor
+115,5.509314575440321,2.3918833547276814,3.7300071619248865,0.9979728447877461,Iris-versicolor
+116,6.882856042290464,2.991631402492068,5.554430068059632,2.1015407315905934,Iris-virginica
+117,6.099806889088276,2.5958277349117074,5.63780246621003,1.3956168385983103,Iris-virginica
+118,5.117743506061796,3.820615435234238,1.7887519035259396,0.44220513928700267,Iris-setosa
+119,4.501602569559489,2.30252755052535,1.3075806656293922,0.2996078312812894,Iris-setosa

iris/tab_ddpm/8_1/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.8918057234968515,2.9977701961265075,1.3797384758549847,0.2,Iris-setosa
+1,5.465732947403186,3.0033755580113115,4.49004488127998,1.5127094214584917,Iris-versicolor
+2,6.837633880607097,3.0184432484741315,5.528451784866981,2.1365883530482814,Iris-virginica
+3,6.6879799033175,3.0692890535321036,4.697247363775449,1.5208040820976818,Iris-versicolor
+4,6.670661832037518,3.252832066277783,5.678814599918777,2.0812532118712426,Iris-virginica
+5,5.8572526893850725,2.862477986042093,5.145753647815419,1.8437301110394169,Iris-virginica
+6,6.684427753866606,3.1075706253013253,4.420597502882152,1.402277603088652,Iris-versicolor
+7,5.009871065259109,3.367282026229178,1.4930169952176116,0.2,Iris-setosa
+8,4.660028450966557,3.42962827451226,1.3867672848731558,0.3268502252601844,Iris-setosa
+9,5.133705935705968,3.420304268976052,1.48989887152502,0.2,Iris-setosa
+10,5.06808807697027,2.4925069000296665,2.814101537470128,1.0216911442918433,Iris-versicolor
+11,6.699692457424882,3.2928578788493064,5.700683217266957,2.499999478033621,Iris-virginica
+12,6.000480015480843,2.200000307895565,4.971629693148164,1.4998258018514237,Iris-virginica
+13,5.423398112770102,2.9999009115869515,4.501840418457533,1.4964158338788551,Iris-versicolor
+14,4.938756687292603,2.4110500720003647,3.1815506658144677,0.9843830680538191,Iris-versicolor
+15,5.0564911605573615,3.3306476217487826,1.4056442706016183,0.2,Iris-setosa
+16,5.600295620442685,3.000562761162305,4.094977058708399,1.3012173082886644,Iris-versicolor
+17,5.784346264999035,2.695632942875415,5.105019140727546,1.898941408695721,Iris-virginica
+18,5.579832986162927,2.693466375152554,4.211542677913234,1.2964857968274452,Iris-versicolor
+19,4.4,3.1745700509419588,1.3043884495910476,0.2,Iris-setosa
+20,5.496508596665647,2.4001811565092663,3.59229970342243,1.0880044489312255,Iris-versicolor
+21,5.021098158417007,2.4737804861553396,3.2243883738466748,1.0426504490262034,Iris-versicolor
+22,5.098497570502914,3.7730939605880787,1.693224027129847,0.4034434742475296,Iris-setosa
+23,5.804140161966389,2.703600562118608,5.099456128294683,1.897383504827947,Iris-virginica
+24,5.301167013171103,3.7330510382526723,1.496516685445087,0.2,Iris-setosa
+25,5.899069309089254,3.0033177760562797,4.177445695329248,1.5007663838658232,Iris-versicolor
+26,4.4,3.2084376637119374,1.2938081693289571,0.2,Iris-setosa
+27,6.700188288357701,3.091374083100858,4.383595033090753,1.3978142006813161,Iris-versicolor
+28,4.9957346362802415,3.233838885399948,1.3514234076998881,0.2,Iris-setosa
+29,6.694971998392614,3.267976349056445,5.7305365482191535,2.5,Iris-virginica
+30,5.804801733677261,2.7075015791389534,5.101945617320508,1.909289664386006,Iris-virginica
+31,5.056796898332851,3.6766443530671653,1.608286442355788,0.2,Iris-setosa
+32,4.400000452897117,2.914147491953984,1.393390242601578,0.2,Iris-setosa
+33,6.830181587388081,3.202683425929332,5.6727991013646095,2.2571920161873544,Iris-virginica
+34,6.409773954729974,2.9955398879474155,5.507863692535954,1.7865101122396776,Iris-virginica
+35,5.496361369543423,2.611613195014708,4.373000322922695,1.2484111038695163,Iris-versicolor
+36,6.296083088586983,2.782510527367372,5.10325786115719,1.483060860181651,Iris-virginica
+37,4.589118173109426,3.60661824403891,1.0,0.2,Iris-setosa
+38,4.856962025145996,3.1217256557753865,1.4877539258479988,0.10000010708750753,Iris-setosa
+39,5.128283469057491,2.4856741391765396,3.3085643547363164,1.1711101726310602,Iris-versicolor
+40,5.103779272753612,2.491004635245979,3.0480824965241853,1.093968394117499,Iris-versicolor
+41,5.9102051709897925,2.9973074635079016,4.191563640462983,1.4987962071426142,Iris-versicolor
+42,6.7493678088561335,2.9894504261321573,5.465759311441274,2.0594841304309273,Iris-virginica
+43,6.2218384658128425,2.8461239906152205,5.501327538748947,1.8637504329942702,Iris-virginica
+44,7.7,2.7420053074576782,6.7,2.074267887514282,Iris-virginica
+45,5.911629613159662,3.2154977337267336,4.791777445364844,1.7966994862011434,Iris-versicolor
+46,7.7,2.817011106365797,6.7,1.971675358139985,Iris-virginica
+47,4.822742843627166,3.403106095207952,1.596040644390801,0.2,Iris-setosa
+48,5.505489238527427,2.401846938359339,3.8417019456152293,1.0674560202712762,Iris-versicolor
+49,5.108643890174955,3.3061521174048076,1.7715881536051132,0.5226677713073119,Iris-setosa
+50,6.667882713661263,3.306781525889596,5.70330063820246,2.499999478972068,Iris-virginica
+51,5.991305823479103,2.200000306178106,4.997297806146729,1.482042640754753,Iris-virginica
+52,4.612357269653569,3.1990017611158694,1.3874798955541077,0.2,Iris-setosa
+53,5.793939061562712,2.705855894508358,5.103273850569334,1.8972154826997905,Iris-virginica
+54,4.651891873255415,3.2420948193386168,1.4030976439304426,0.2,Iris-setosa
+55,6.730117056542531,2.992299187636844,5.015225591534048,1.7059269408554543,Iris-versicolor
+56,5.13021438874014,3.3666512217815554,1.404414052912238,0.2,Iris-setosa
+57,5.98643891491056,3.423751505653701,4.535914015988222,1.585376326194583,Iris-versicolor
+58,6.007117891592362,2.2,4.994273133164378,1.5023699858355324,Iris-virginica
+59,5.884242303146165,2.991449299525342,5.096530178572618,1.8054272460135412,Iris-virginica
+60,6.073878498002805,2.9527781386477003,4.906905601965235,1.7893223700596987,Iris-virginica
+61,5.474846771131518,2.406184367041958,3.67806043963665,1.033989758268184,Iris-versicolor
+62,6.750859433642391,3.3001304988992146,5.6865885318843805,2.5,Iris-virginica
+63,5.8024606841581585,2.7056023415732136,5.0985876294921635,1.8919949624595274,Iris-virginica
+64,5.888835179893266,2.9894762649091917,5.095756894013927,1.8127313023262788,Iris-virginica
+65,4.593263587698108,3.602977718414556,1.0,0.2,Iris-setosa
+66,5.058354304202051,3.5306982911457596,1.3992395872112438,0.2,Iris-setosa
+67,6.326944414096917,3.212686687374167,4.515149750208669,1.4989838729172262,Iris-versicolor
+68,6.323092183326227,2.717263623332104,4.851213211225442,1.7747677965730633,Iris-virginica
+69,6.09343944749573,2.6008722018418893,5.611128537593209,1.3927495651788755,Iris-virginica
+70,5.07240345689921,3.3890157746923406,1.4996431474270997,0.2,Iris-setosa
+71,6.236523486425184,3.428230018027131,5.6402146876239545,2.4031446950144164,Iris-virginica
+72,5.108918237578055,3.794159006968644,1.6230261531675363,0.2,Iris-setosa
+73,5.478063756877669,2.411038693049702,3.6084784042144205,1.0822804647415,Iris-versicolor
+74,5.483538870871507,2.395660881750136,3.760628840269784,1.062419682547074,Iris-versicolor
+75,5.110084350115862,3.397225442972837,1.5051455977599775,0.2,Iris-setosa
+76,5.87040821998085,2.8031495941150832,5.111494794150351,2.3967461224638313,Iris-virginica
+77,5.3162346113338765,3.62489511130047,1.5129880717154263,0.2,Iris-setosa
+78,5.823128493236689,2.8024716537429515,5.1158238384119095,2.392114223013901,Iris-virginica
+79,5.8042192574165545,2.696675533765456,5.088680400755698,1.8813254514991826,Iris-virginica
+80,4.906306380803041,2.4126532921724446,3.23757011127071,1.0365696869800543,Iris-versicolor
+81,6.658054104952091,3.0987789466931726,4.393596920829557,1.420044038608355,Iris-versicolor
+82,7.089881057221358,2.999981357897009,5.876289080512743,2.0942502272853263,Iris-virginica
+83,5.020390472434296,3.3249969522772442,1.4031880568263075,0.2,Iris-setosa
+84,5.417103537572333,3.9094739079697853,1.2934150481015547,0.45242928500678525,Iris-setosa
+85,6.065551976041722,2.99297217509143,4.572432279444184,1.3945369599611814,Iris-versicolor
+86,5.1018699458968735,3.8088561866017487,1.5997331132076644,0.2,Iris-setosa
+87,5.315772102457805,3.7245293260640864,1.5092046783589603,0.2,Iris-setosa
+88,5.893494207967994,3.0014165257800745,5.1084962313738425,1.8189523778853238,Iris-virginica
+89,4.6353102328679405,3.5773425130081273,1.0000004356976022,0.2,Iris-setosa
+90,6.6932557008076525,3.1007263113660066,4.381999288417994,1.3903768405153512,Iris-versicolor
+91,4.590535828293967,3.203278938804617,1.3812763479391181,0.2,Iris-setosa
+92,5.64884140470657,4.4,1.509223791793883,0.3656441979520264,Iris-setosa
+93,5.590163199341975,2.995839176288842,4.119821347606042,1.2968705940589236,Iris-versicolor
+94,7.094791272917652,3.005513585336864,5.896767218517057,2.123937538840844,Iris-virginica
+95,5.99703618259551,3.4237890446065276,4.5319348874841765,1.6410059571294473,Iris-versicolor
+96,7.699998891881077,2.7854999884642346,6.699998664698187,2.000192886439166,Iris-virginica
+97,5.797029024531511,2.9780036278635085,4.244601929794628,1.4791347635063257,Iris-versicolor
+98,4.911745735162975,3.0094674831361696,1.401433470194053,0.2,Iris-setosa
+99,5.001747963175362,3.3113888527618536,1.389015673961566,0.2,Iris-setosa
+100,5.794267464387032,2.6865911201232153,5.092457902860419,1.902145476785542,Iris-virginica
+101,5.1085963004433035,3.3892166299576685,1.484502521966858,0.2,Iris-setosa
+102,4.496216132305682,2.2981340882647436,1.3023782263306103,0.2816037917097182,Iris-setosa
+103,5.380015130322197,3.4005999192331755,1.7230287422211907,0.2,Iris-setosa
+104,5.4224450724679905,3.3982820967655414,1.6803446517561733,0.2,Iris-setosa
+105,6.698587025349373,3.0028857796867037,4.993776611867145,1.6960160425626976,Iris-versicolor
+106,5.727552599173447,2.9950847005342904,4.219733760375571,1.3085151355055575,Iris-versicolor
+107,5.60248805715093,3.0031734393088994,4.48943970213866,1.5008688936721415,Iris-versicolor
+108,6.627794662090799,3.022672289699447,4.3911061649267396,1.4059671321452443,Iris-versicolor
+109,4.400000503715245,3.200203613278652,1.3078033856105726,0.2,Iris-setosa
+110,6.278139309371906,2.8880865676255536,5.619958520979403,1.8085467356540836,Iris-virginica
+111,5.351773568989241,2.994051792860748,4.4857997070847775,1.5006511884436151,Iris-versicolor
+112,5.793517027978755,2.695666076957305,5.108455212593494,1.8984715698024828,Iris-virginica
+113,6.279712446667029,3.4094065746586573,5.636882154984821,2.4055116189971417,Iris-virginica
+114,4.4,2.885959891796938,1.4050614140217197,0.2,Iris-setosa
+115,5.3435862341493605,3.8650279110207224,1.8731135793461078,0.4429913107384389,Iris-setosa
+116,4.400000471276492,2.90914990884856,1.403036234916753,0.2,Iris-setosa
+117,6.933084077385991,3.1982945719403353,5.731202738582926,2.2950451782391794,Iris-virginica
+118,5.322477638642613,2.992320740838227,4.432177125590062,1.4904157785159569,Iris-versicolor
+119,6.594383969148092,3.1444880730537115,4.448540925068944,1.4538088251373222,Iris-versicolor

iris/tab_ddpm/8_1/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.101317107500327,2.507068116283274,3.1675028889111703,1.1552528778737332,Iris-versicolor
+1,6.413225266646897,3.1937144843906884,4.551080115314891,1.489061832574849,Iris-versicolor
+2,5.3747554338237,3.8723295516688707,1.6892908117017362,0.3957366348503044,Iris-setosa
+3,5.200617788849077,3.481407255348147,1.487864563242701,0.2,Iris-setosa
+4,6.418846448505692,3.092213349835499,5.506061506539493,1.8091656447002473,Iris-virginica
+5,4.601278887650373,3.597689083271922,1.0000006706698532,0.2,Iris-setosa
+6,5.4147438551326355,2.4225035751666844,3.5521115970054797,1.1048445683830441,Iris-versicolor
+7,6.243678396377598,2.8844625157131607,5.5758174783669,1.8132885500148683,Iris-virginica
+8,5.096039186353636,3.749054015512546,1.6090968763459048,0.3981707459549215,Iris-setosa
+9,6.284097270842428,2.8738836500211296,5.603564241419215,1.7918047824539771,Iris-virginica
+10,6.104035242118026,2.6072002165467203,5.613724944176044,1.407971812081867,Iris-virginica
+11,6.285175052994909,2.884937201434046,5.640960241381666,1.8057477468339265,Iris-virginica
+12,6.4382199431469,3.187727057947865,4.500217464528902,1.4809583171111909,Iris-versicolor
+13,6.390752659964579,3.066939427968416,5.468455802492564,1.7676815951333749,Iris-virginica
+14,6.465367820437383,3.009078164957969,5.496111382800801,1.7948247324458597,Iris-virginica
+15,4.580347105182593,3.2064290312819304,1.3958673190931201,0.2,Iris-setosa
+16,6.285875768103971,2.6975770884379817,4.922444246896585,1.810589156133816,Iris-virginica
+17,5.76813048444671,2.7947213158440856,5.094254674969437,2.41406768035692,Iris-virginica
+18,5.70570365165831,4.4,1.5158379148331875,0.5060180506695034,Iris-setosa
+19,5.233077256996273,2.7256246435276554,4.018567851795384,1.4078977892331588,Iris-versicolor
+20,6.007371944571035,3.0034167473064235,4.750350779562935,1.8055427568060731,Iris-virginica
+21,5.800957219449953,2.8097775050702545,5.0986161583196195,2.4016798091417972,Iris-virginica
+22,4.4,3.1920004216250213,1.2916603557342374,0.2,Iris-setosa
+23,4.596907063128622,3.609809730943216,1.0000003791695142,0.2,Iris-setosa
+24,5.654529288671816,4.399998781103391,1.4970505894648924,0.39354894829218656,Iris-setosa
+25,5.8141813093535415,2.7116169286594336,5.1078190900204845,1.88939941112994,Iris-virginica
+26,4.985898861879698,3.5803810869071926,1.3999062839591887,0.2,Iris-setosa
+27,5.209102321850256,3.482124306072696,1.5161364769910244,0.2,Iris-setosa
+28,5.990705775204108,3.4036964423910168,4.446747901740393,1.5637296652537487,Iris-versicolor
+29,6.425397320167441,2.909334428243984,4.3483162311330705,1.3245979719725,Iris-versicolor
+30,5.400893092456676,3.9070986139736004,1.727761000830571,0.39462862518113406,Iris-setosa
+31,6.6082785505873565,2.9957868480534025,5.016006465196339,1.6862911274501704,Iris-versicolor
+32,5.211158250056745,3.4092633755399158,1.4053721818521685,0.2,Iris-setosa
+33,5.9136757374519755,3.0024306169153343,4.2094033794737635,1.5048944725352429,Iris-versicolor
+34,5.056207481367693,3.358507210389026,1.4092565192868356,0.2,Iris-setosa
+35,5.460980681740385,3.0063565264268566,4.542934633544882,1.5076501470111219,Iris-versicolor
+36,5.501232517802089,4.20011486848218,1.3941503335497702,0.2,Iris-setosa
+37,6.69475728654732,3.1073381486880636,4.396700355444544,1.4017433967251276,Iris-versicolor
+38,5.692651424396692,4.399999040369772,1.488099071425041,0.35944198716327164,Iris-setosa
+39,6.003189746882673,2.7201690876758113,5.111397374215515,1.5984834277731605,Iris-versicolor
+40,6.971910524482787,3.1031656295377537,5.753977226000639,2.2271357267209337,Iris-virginica
+41,5.096331294913163,3.2898857796589613,1.7697616703962558,0.4462788940897241,Iris-setosa
+42,7.7,2.777146606256159,6.7,2.061782238083908,Iris-virginica
+43,5.2674045155839755,3.5963766575118807,1.4948584868702215,0.2,Iris-setosa
+44,5.700565425818803,4.4,1.4972966479799825,0.4697373356226302,Iris-setosa
+45,7.307643787617053,2.900485276645775,6.327441732175932,1.788111820692001,Iris-virginica
+46,4.4,3.2096614001693875,1.2704328165058776,0.2,Iris-setosa
+47,5.141242797451433,3.4598521846431054,1.5054566647650156,0.2,Iris-setosa
+48,4.991393023199555,3.59757399538116,1.4008072484575393,0.2,Iris-setosa
+49,4.602639014583884,3.5882762580618723,1.000000393068901,0.2,Iris-setosa
+50,6.47842773212903,3.1752217952059207,4.452963943386301,1.4833042127545124,Iris-versicolor
+51,5.992297962122316,2.2,4.992343697386919,1.5128645936036598,Iris-virginica
+52,5.026015036821916,2.4763283500512747,3.053474999559989,1.102317771400123,Iris-versicolor
+53,5.503295857094379,2.40410709591993,3.490490760316195,0.9240618729773321,Iris-versicolor
+54,5.676515403367369,4.4,1.5111547292053396,0.3880997428111008,Iris-setosa
+55,5.9061141290223675,2.9975769975647246,4.234482717277794,1.5023813878341996,Iris-versicolor
+56,4.623298299279119,3.596109457636095,1.0000003921811242,0.2,Iris-setosa
+57,5.499868390707373,4.194066549949734,1.402149846697475,0.2,Iris-setosa
+58,5.477954543027855,2.9956349775049715,4.5092731980023935,1.4875337519979732,Iris-versicolor
+59,5.103361793125088,3.3101101264102057,1.6822642007835473,0.4898728062490707,Iris-setosa
+60,6.468151069304568,3.193473749784341,4.479035712279988,1.506485687332351,Iris-versicolor
+61,6.401249550348633,2.908081871859548,4.2978541132345285,1.3052355094160963,Iris-versicolor
+62,4.593044343522308,3.6312990590767877,1.0,0.2,Iris-setosa
+63,6.610045069400402,3.068886828038062,4.4250910984710865,1.4201171029235744,Iris-versicolor
+64,5.089872534530608,3.3039777484574655,1.688011093272409,0.57463865967027,Iris-setosa
+65,5.400610370714174,3.3941485242846112,1.6948865049004298,0.2,Iris-setosa
+66,5.503865962768381,2.393248598456446,3.724428922256452,1.0982877371744464,Iris-versicolor
+67,4.603405740219006,3.6071117924805938,1.0000003775872683,0.2,Iris-setosa
+68,6.799283488974031,3.222855758383762,5.6234421065801525,2.2511442492917646,Iris-virginica
+69,4.93053866487461,3.498776830580113,1.3169406846238365,0.3235146076527825,Iris-setosa
+70,6.710928170504569,3.3058229915758814,5.741062499302615,2.5,Iris-virginica
+71,5.314655872358332,3.698229300579932,1.498019518960885,0.2,Iris-setosa
+72,6.683426143611111,3.270860518224828,5.7311848943757004,2.095732940746726,Iris-virginica
+73,5.864118767118561,3.168453777467731,4.738666187859157,1.7200629609230047,Iris-versicolor
+74,6.3112251530419465,2.299743337693034,4.403405524240404,1.3024899357234119,Iris-versicolor
+75,5.515567250033527,2.4053780099214945,3.632029184446955,0.9280859621371695,Iris-versicolor
+76,5.029597052849515,3.2731593977639966,1.3502553808040036,0.2,Iris-setosa
+77,4.911356773884641,3.0065282158880087,1.40195341126891,0.2,Iris-setosa
+78,6.093593516806383,2.6063581919381553,5.592774506022108,1.388540320057934,Iris-virginica
+79,5.492300832266019,2.9926911322414176,4.466206209452704,1.4996700277519488,Iris-versicolor
+80,6.3370928760162535,2.9095210280023327,5.574828582368983,1.7947679497456825,Iris-virginica
+81,5.410430086088626,3.003738013862129,4.511874361038021,1.5082203422745226,Iris-versicolor
+82,6.215505012875122,2.504294848776225,4.988558694608306,1.9086850513839164,Iris-virginica
+83,5.377027928492255,3.894290147219466,1.3154791924657756,0.39737294023148695,Iris-setosa
+84,5.094399074162202,3.388425639639745,1.4940738349894915,0.2,Iris-setosa
+85,6.067216052173521,2.5934430925262437,5.59869792253229,1.4307644178863261,Iris-virginica
+86,5.389520631913771,2.9920946164680706,4.481059912417079,1.4995167841694756,Iris-versicolor
+87,5.99079514407676,2.7153331808588823,5.106777699276569,1.6059582263617258,Iris-versicolor
+88,6.498392370038199,2.9771911794425083,5.546719211008344,1.8030023945857563,Iris-virginica
+89,7.328235714075176,2.895929654900864,6.321003166869576,1.7884902037394437,Iris-virginica
+90,4.593236188265085,3.207448680681278,1.403797015461894,0.2,Iris-setosa
+91,5.019949568250928,3.582234577778459,1.4047681832854915,0.2,Iris-setosa
+92,5.592819220273255,2.9959977653571297,4.087392737947191,1.2989283561515488,Iris-versicolor
+93,6.285029496355337,2.69184794857516,4.860546612546308,1.7982612344663962,Iris-virginica
+94,5.380898382033924,3.403814602960941,1.681208284646142,0.2,Iris-setosa
+95,5.104931538773276,3.813927536967517,1.5727774056477715,0.2,Iris-setosa
+96,6.353297870893858,2.7956409084673512,5.09513463745906,1.5068764914553119,Iris-virginica
+97,6.381211787607135,2.8936658182047745,4.325777532199428,1.292986937176741,Iris-versicolor
+98,4.4,2.8907407510810077,1.3960845914617073,0.2,Iris-setosa
+99,5.716191720145411,2.4943688300205094,5.007080865859425,1.9978614725285473,Iris-virginica
+100,5.795721536341054,2.7018535049922585,5.131416588205034,1.8999922844317387,Iris-virginica
+101,6.126057411483617,2.6036214464357768,5.626103428783631,1.393709610630574,Iris-virginica
+102,5.6962852903312715,4.399998315558454,1.4933495411754334,0.39974668195719054,Iris-setosa
+103,7.345703634693192,2.8736959871365064,6.345563889809322,1.8068854223541673,Iris-virginica
+104,6.526841807382808,3.003759672272276,5.525282528559025,1.8131356081829937,Iris-virginica
+105,5.787891715948921,2.805779696121673,5.0952711838476645,2.4058735102530187,Iris-virginica
+106,5.4494014157253865,2.9943331782852116,4.521835979269318,1.51071836549135,Iris-versicolor
+107,7.6999987978320945,2.81350902955197,6.6999985485262545,2.030133303446622,Iris-virginica
+108,5.401787795275911,2.956970491626413,4.449572996075972,1.4775851592765763,Iris-versicolor
+109,4.907278871162109,2.3932038321420506,3.348805082456111,1.0370852776284756,Iris-versicolor
+110,5.704482047943834,2.491469817880748,5.000988945129096,2.003470834142862,Iris-virginica
+111,4.579250045859455,3.405053744696625,1.4003935476665674,0.2922364175775356,Iris-setosa
+112,6.68357962869507,3.304390166659773,5.703334083757199,2.117457780782267,Iris-virginica
+113,5.401005088344869,3.0034664490176595,4.494695173211999,1.5047768427976962,Iris-versicolor
+114,5.359577480279255,3.863108598994248,1.735511195685292,0.3825750576918524,Iris-setosa
+115,5.099532289672615,3.7238685715409012,1.5442127700009494,0.4059821411929067,Iris-setosa
+116,5.800991069748313,2.7093692192953744,5.095491628113355,1.8895517791395102,Iris-virginica
+117,5.19982432266806,3.735883183833343,1.528464066880979,0.2,Iris-setosa
+118,6.748246804541696,3.2979614791283103,5.683428529133115,2.5,Iris-virginica
+119,6.013681224979094,3.381622563509175,4.499556109026689,1.5779311928234518,Iris-versicolor

iris/tab_ddpm/8_1/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.77684477971238,6.699998848334771,2.0104210183969142,Iris-virginica
+1,4.820393642592731,3.4004025238565614,1.5905663016170868,0.2,Iris-setosa
+2,5.206800037550175,2.704910397048233,4.011080060609532,1.395964614129297,Iris-versicolor
+3,6.751515961030838,3.1026182128947353,4.394390874596002,1.38536365480616,Iris-versicolor
+4,4.597534775453416,3.2083072892627404,1.3934717581859855,0.2,Iris-setosa
+5,5.084096907299199,3.31595255257874,1.3350137267295619,0.2,Iris-setosa
+6,5.48848518974593,4.210283561025968,1.3936127626488926,0.2,Iris-setosa
+7,5.193969054450948,3.3994513654784124,1.4080619817642381,0.2,Iris-setosa
+8,5.00478007119497,3.312582335979635,1.4041339521788703,0.2,Iris-setosa
+9,6.429326452318356,3.0906879552678475,5.508998833067562,1.801222638781532,Iris-virginica
+10,6.995675065813613,3.206725514334326,5.738767311006861,2.3077122290444114,Iris-virginica
+11,5.416135654251074,4.045587137153724,1.4360787704098705,0.2,Iris-setosa
+12,7.699997979744455,2.7982347747302607,6.6999976326168404,1.9938898075083364,Iris-virginica
+13,5.572308235929377,3.0007914389132404,4.101862185322265,1.3074071967550573,Iris-versicolor
+14,5.495527793742151,2.3919344321789335,3.608316128698542,1.0555491988894525,Iris-versicolor
+15,6.300182765156066,2.9021892829589624,5.595010189157924,1.8127641403266102,Iris-virginica
+16,7.309827268864691,2.908818021865765,6.3333744981821045,1.791338808024113,Iris-virginica
+17,6.286230293877548,2.5008553451549984,4.855174097181362,1.4934058914118087,Iris-versicolor
+18,6.412803163763798,3.3654960496094475,5.612548500232254,2.3603863847123465,Iris-virginica
+19,7.094271187457654,2.9877050900248014,5.761276002694647,2.141428135653536,Iris-virginica
+20,5.717252760826375,2.4875102960641726,4.991392589983337,1.9915056650666356,Iris-virginica
+21,6.8109265205230605,3.2543515577462396,5.692645185012751,2.2261334085952917,Iris-virginica
+22,7.7,2.7846421078005985,6.7,1.987119510240605,Iris-virginica
+23,5.418714633890181,3.8920274730333797,1.3002099670555565,0.39911664229795335,Iris-setosa
+24,5.005906030166009,3.215912270702226,1.2037367264311754,0.2,Iris-setosa
+25,6.480966899353407,2.9344113741036844,4.304743413782436,1.3343076985841031,Iris-versicolor
+26,5.140686500883814,3.4319028543789765,1.4915678693224141,0.2,Iris-setosa
+27,5.113914993378746,3.418156323518742,1.4990702776118967,0.2,Iris-setosa
+28,6.756740870468663,2.998532453920656,5.478535182153422,2.082930596121575,Iris-virginica
+29,7.7,2.8486047302084145,6.7,2.0436964601497634,Iris-virginica
+30,6.334529093202467,3.409331384329484,5.598591319610843,2.397543971923087,Iris-virginica
+31,6.675090174495814,3.31472381057504,5.736862260167384,2.5,Iris-virginica
+32,5.111788728152575,3.79472231621935,1.8931128245594997,0.42224313213720843,Iris-setosa
+33,6.312550374924279,2.5027180958391506,4.9083068221866855,1.5133560727233428,Iris-versicolor
+34,5.873409254851971,3.0058032064404414,4.215849141234104,1.4971126269792763,Iris-versicolor
+35,5.109087151547335,2.5017977065346253,3.2649482935195366,1.1126155840826772,Iris-versicolor
+36,6.435251541485346,3.10579037385772,5.498409410775651,1.826188130562044,Iris-virginica
+37,6.730724598012291,3.0367794937683605,4.884688816218089,1.5680501320314837,Iris-versicolor
+38,4.800312253955282,3.4045975497631704,1.6050018289630392,0.2,Iris-setosa
+39,5.193507355014942,2.69597056871147,3.86049663780054,1.3973534819066935,Iris-versicolor
+40,4.819560230479533,3.3892627507975526,1.6221789323688713,0.2,Iris-setosa
+41,5.801371678542747,2.6975582474374655,5.103526555298469,1.904452460352333,Iris-virginica
+42,6.341292655120828,3.3794320007054286,5.608415858078788,2.390808064297648,Iris-virginica
+43,4.776149238047383,3.27272687354023,1.4069822430352361,0.2,Iris-setosa
+44,6.472252245759507,3.023526502816278,5.474662191287758,1.7933681891155453,Iris-virginica
+45,5.101947753245377,3.804167915511089,1.8032627949646292,0.3934813388175346,Iris-setosa
+46,5.578844392527544,3.000343786773585,4.0891734004891305,1.2822798588108535,Iris-versicolor
+47,4.915721636386477,3.0425706105110106,1.3522858964649136,0.2,Iris-setosa
+48,4.608044519241706,3.1981124624148602,1.403535177290917,0.2,Iris-setosa
+49,6.620426530549819,3.1115077230313095,4.430331122789178,1.4353536555464617,Iris-versicolor
+50,5.511491661624727,2.4039927105254733,3.8735096392074544,0.9872313450070926,Iris-versicolor
+51,5.061613170482466,3.363309078202632,1.497713819153407,0.2,Iris-setosa
+52,5.11221808853802,3.8055740867699015,2.2176062515825428,0.42240710354361305,Iris-setosa
+53,4.609361468888522,3.6002229967936548,1.0,0.2,Iris-setosa
+54,5.4317784051986004,2.416047352961114,3.787781930348607,1.111903381589359,Iris-versicolor
+55,5.18007303456151,2.693832493478572,3.726114084195399,1.4052932919701404,Iris-versicolor
+56,6.621042342003418,3.0137054060336017,4.408189413097237,1.4053300897953251,Iris-versicolor
+57,6.4051230513596265,2.894193052919445,4.297415554998341,1.3087364703108986,Iris-versicolor
+58,5.0527690755289285,3.5179832927282546,1.3452716504225508,0.29437897104958677,Iris-setosa
+59,5.096027310209735,3.830921571064613,1.6122971291022803,0.2,Iris-setosa
+60,6.714270616401132,2.9998069187769363,5.006228808633412,1.6874960023448589,Iris-versicolor
+61,6.098474983961139,3.001786485382684,4.587915742907747,1.4005131961289838,Iris-versicolor
+62,5.233334617107518,3.452817262800293,1.4310717077879223,0.2,Iris-setosa
+63,7.7,2.7996968050921143,6.7,2.0137246313894654,Iris-virginica
+64,5.101941783345585,3.4005715688612517,1.5021277121251533,0.2,Iris-setosa
+65,4.400000497042447,2.887498591227474,1.4047675955415346,0.2,Iris-setosa
+66,4.400000472975217,2.90540234836159,1.395767590103997,0.2,Iris-setosa
+67,6.600634997112975,2.9980503417269446,4.428199203890558,1.411059707711954,Iris-versicolor
+68,6.916767549282675,3.1716403838001352,5.698019593502764,2.303771426236568,Iris-virginica
+69,5.097393807256525,3.6831247680542085,1.4849336055745455,0.3938069079974533,Iris-setosa
+70,6.417129168150397,2.732921446784072,5.3343490542562675,1.889036204195728,Iris-virginica
+71,6.6913715253355335,2.99520109078879,4.997117385416641,1.7067857178040398,Iris-versicolor
+72,6.0695757255641585,2.5989803473707305,5.618538548732556,1.3802865540655793,Iris-virginica
+73,6.572269010504334,2.9838821468645795,4.393756647325666,1.3855956801358094,Iris-versicolor
+74,5.788143925948808,2.7063985176814906,5.0923935708994525,1.9027107701001351,Iris-virginica
+75,6.334325798394254,2.598204153894278,5.1370926947340365,1.9015283591782781,Iris-virginica
+76,6.807566153562891,3.239235220378282,5.653657481245461,2.21107002890269,Iris-virginica
+77,7.312748267728434,2.8963642212301313,6.302959808180022,1.8158315069111004,Iris-virginica
+78,5.009542463050035,3.4773313269051815,1.3004443106833778,0.2917656721453369,Iris-setosa
+79,5.786814655529071,2.694884100107957,5.090575307119112,1.8913112939799395,Iris-virginica
+80,6.298744435966553,2.29587483869111,4.431908032904113,1.2938761689099545,Iris-versicolor
+81,4.400000616252737,3.195499155912312,1.2622737776700754,0.2,Iris-setosa
+82,5.992872163631285,3.0031049005298023,4.807355690954071,1.7980191327788975,Iris-virginica
+83,5.732405657021157,2.5700666075886995,5.072726113772676,1.965800261991695,Iris-virginica
+84,4.9320717653503445,2.4147894740810396,3.3503718219115086,1.0503128169233178,Iris-versicolor
+85,4.575704014797806,3.203646125940218,1.4034554496903688,0.2,Iris-setosa
+86,4.617047858344236,3.632248732419386,1.0,0.2,Iris-setosa
+87,5.8959348461761945,2.9945966306836582,5.069386086113949,1.8215639973579234,Iris-virginica
+88,6.413729957945473,3.038052738164814,5.496156756987606,1.793710303169586,Iris-virginica
+89,4.875720852224719,2.995823391706456,1.4004392827968726,0.2,Iris-setosa
+90,5.492325361213549,2.5906541118436874,4.345044496711082,1.2521358263822377,Iris-versicolor
+91,5.179544775746614,3.399424611026139,1.4000593814239244,0.2,Iris-setosa
+92,5.204421993647051,3.4930851551286963,1.4981567163493996,0.2,Iris-setosa
+93,4.400000574571076,2.955667557713433,1.3725287204745775,0.2,Iris-setosa
+94,5.068087994869532,3.4982470552116562,1.3951879845524124,0.29966530913514133,Iris-setosa
+95,5.108336910495091,2.4938067201584286,3.0447291249752055,1.0623290450015261,Iris-versicolor
+96,6.368147162515528,2.896307194154919,4.302525042442737,1.2880793327285418,Iris-versicolor
+97,4.508358494163798,2.29138168216213,1.3052511815590135,0.2934499148535695,Iris-setosa
+98,5.429292938562149,2.775496646778137,4.111336571958466,1.3399427712156924,Iris-versicolor
+99,4.493009997096616,2.291214842429608,1.2887591056030228,0.2881008914867333,Iris-setosa
+100,4.629624412408135,3.270015429816564,1.4098205636127037,0.2,Iris-setosa
+101,4.984573445833225,2.449398537440116,2.9723313077501174,1.0698644158124808,Iris-versicolor
+102,6.676954348304901,3.2877115278372404,5.665439415377287,2.4999995067691985,Iris-virginica
+103,5.774950815411894,2.69075991444858,5.093153209997779,1.9002004029191855,Iris-virginica
+104,5.780687718399589,2.6960651213238314,5.09594093474133,1.9004394334706238,Iris-virginica
+105,5.484656649576901,2.5986856102378497,4.381099767973043,1.175155452792231,Iris-versicolor
+106,4.985177047478243,3.596248431397069,1.400466293941916,0.2,Iris-setosa
+107,5.80327670810972,2.7091179811748205,5.113044663031202,1.911594398280971,Iris-virginica
+108,5.1105238951212275,3.708652763121498,1.4907963590716116,0.4193906214498103,Iris-setosa
+109,7.019598375948828,3.1324223058728498,5.784195229684794,2.2809051708614807,Iris-virginica
+110,4.400000452465829,2.914523334659647,1.3914590153635096,0.2,Iris-setosa
+111,5.8028893779886,2.693519579479523,5.0993037191701776,1.8997413902484557,Iris-virginica
+112,5.130041037980867,3.327722616293857,1.3578975821477561,0.2,Iris-setosa
+113,5.980652783785218,3.0081611288310484,4.801215664710809,1.8001737272535066,Iris-virginica
+114,6.298398192523011,2.777982313791907,5.092065356692663,1.4962805370481624,Iris-virginica
+115,5.806137083376207,2.6982766013804693,5.109000416069508,1.8971556808189347,Iris-virginica
+116,5.583474406919036,2.644549063300764,4.341887676406537,1.2759616060384618,Iris-versicolor
+117,4.4,3.1836445995952123,1.3160630584195525,0.2,Iris-setosa
+118,7.7,2.7769001886862688,6.7,2.018057547282276,Iris-virginica
+119,5.098562470817864,3.361506983267012,1.4094068969240514,0.2,Iris-setosa

iris/tab_ddpm/8_1/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.7,2.805327942853465,6.7,1.9913785351666624,Iris-virginica
+1,5.401256138856295,3.9093475548066645,1.2834978953255365,0.42964152348715634,Iris-setosa
+2,6.106732121544405,2.5903498288793902,5.589942192778009,1.3930115192593284,Iris-virginica
+3,5.90194550161249,2.993568550010398,5.111003798625941,1.7937843398429962,Iris-virginica
+4,7.699998872090127,2.8323451572690717,6.699998931263167,1.999350441861467,Iris-virginica
+5,6.293781372631102,2.81758915758338,5.108284010299879,1.515760090421401,Iris-virginica
+6,5.017197693677589,3.3175791451658623,1.4221801054654528,0.2,Iris-setosa
+7,6.287083896305733,2.899704668897414,5.578050533105648,1.800081877917547,Iris-virginica
+8,6.640405305960958,3.048643721849174,4.462278159234023,1.4112239378477869,Iris-versicolor
+9,6.408731320500077,2.694700243005586,5.311034072807269,1.8975715646636675,Iris-virginica
+10,4.900641522061605,3.1023890301693333,1.5256000044464229,0.1,Iris-setosa
+11,6.017455641342885,3.3976002372525484,4.481438301939878,1.6116465910689448,Iris-versicolor
+12,4.910365030745352,3.095539709891938,1.4908766671762814,0.1000001178735955,Iris-setosa
+13,6.020234837290942,2.691366334020567,5.099327051551165,1.5873598539582139,Iris-versicolor
+14,7.7,2.8096977749167387,6.7,2.045693082736748,Iris-virginica
+15,5.09538265043002,3.5058367220273587,1.3852838204893385,0.3019440254745753,Iris-setosa
+16,6.106607359232226,3.00198682092139,4.604478213597199,1.4075463771800865,Iris-versicolor
+17,5.640255942322369,2.5051089680238294,4.994454722140047,2.0007021926842867,Iris-virginica
+18,6.5898712873717615,2.988155387083392,4.427227676016639,1.3953495809313283,Iris-versicolor
+19,6.741144591403757,3.287267726966376,5.719494059064353,2.499999442911732,Iris-virginica
+20,6.680446533164,3.3183754324616075,5.697512057310334,2.5,Iris-virginica
+21,6.089658630326713,2.5939989060668647,5.614522489350718,1.404207096765947,Iris-virginica
+22,5.731993688033784,4.39999895139908,1.514226648018394,0.4019219750138704,Iris-setosa
+23,4.815712775299933,3.3987524971483336,1.5937084722514183,0.2,Iris-setosa
+24,7.6999989423577215,2.8074375997515686,6.7,1.985312909453186,Iris-virginica
+25,7.7,2.823328802587333,6.699998345956166,2.0167969941718997,Iris-virginica
+26,5.802902968385974,2.8094133724347454,5.09481300183263,2.4027597773971214,Iris-virginica
+27,4.400000511759464,3.210514213909651,1.3134320730857751,0.2,Iris-setosa
+28,5.5702869281939735,2.63833618030472,4.274692592970468,1.2662922444319074,Iris-versicolor
+29,6.694018814092517,3.322109017856998,5.7446213340560375,2.5,Iris-virginica
+30,6.419466339696681,3.143413070042846,5.501685239239259,1.876709085082038,Iris-virginica
+31,6.735144950045428,3.0197426718149165,5.516694986552933,2.0956874187265213,Iris-virginica
+32,5.989150425266356,2.2000003328733215,4.994186423360354,1.4986281365878793,Iris-virginica
+33,4.609681886027557,3.600561465552768,1.0,0.2,Iris-setosa
+34,6.853503833349925,3.0100818482848344,5.538446288832872,2.117530511254762,Iris-virginica
+35,5.083847396396578,2.501770885407549,3.0032780978021245,1.1040095317383427,Iris-versicolor
+36,6.876707834450818,3.034771928575713,5.573717566813248,2.1756021527276888,Iris-virginica
+37,5.001468623554008,3.49766607262423,1.302697785075112,0.29648327221144877,Iris-setosa
+38,6.3258976195484085,2.9159201157137513,5.596980938634141,1.809713804865375,Iris-virginica
+39,5.402830079194481,3.8657073293395054,1.6896790776627566,0.38788331242808705,Iris-setosa
+40,5.468450985662461,2.952440199451772,4.5530642425758305,1.494959803510936,Iris-versicolor
+41,5.7831840992875065,2.787541879704917,5.1328531007919,2.3991913653508155,Iris-virginica
+42,5.048690878803605,3.49900983817478,1.3447932131608684,0.2953857039661052,Iris-setosa
+43,5.033661177478618,3.5023561606230356,1.3195967706991019,0.30074182602220095,Iris-setosa
+44,5.869297328765148,3.004735431744908,4.3448347702416825,1.5099796980691609,Iris-versicolor
+45,5.143902702896968,3.448970712555298,1.5040698762064653,0.2,Iris-setosa
+46,5.101143871034448,3.2947037700721227,1.8569486979147605,0.4378211061860526,Iris-setosa
+47,5.2179851325243725,3.4036710522932188,1.4010517292573743,0.2,Iris-setosa
+48,4.606380425564779,3.3964568830304986,1.4038137633269523,0.3049653506634913,Iris-setosa
+49,5.208963179040155,3.392671627097798,1.3794870379613986,0.2,Iris-setosa
+50,5.722247226915911,2.5419158174622614,5.021521777803412,2.1397770374617266,Iris-virginica
+51,6.343620632795686,2.511634065212389,5.014730911731258,1.895377473922216,Iris-virginica
+52,5.249315557576624,3.441909036736679,1.5829606928251136,0.2,Iris-setosa
+53,5.482706532555344,3.001614551200709,4.476503393821861,1.4964877690774645,Iris-versicolor
+54,6.738239863980112,2.9922183502020947,5.013672067529722,1.7041489059620003,Iris-versicolor
+55,6.732150717595559,3.30578693977284,5.689526046185319,2.4999993876468896,Iris-virginica
+56,4.501706287421249,2.3043428185721675,1.2931860719850872,0.3046315243339055,Iris-setosa
+57,5.7598193266612565,2.9980858359444125,4.457843092218565,1.4984550688920255,Iris-versicolor
+58,5.537518459840112,2.6150141763675854,4.3904235608263615,1.2602606415010893,Iris-versicolor
+59,4.783094170877952,3.3864558917854097,1.614053104786842,0.2,Iris-setosa
+60,6.400326977794705,2.900275199668899,4.302805038425505,1.3000690669350976,Iris-versicolor
+61,7.7,2.7925005041653144,6.7,2.06468946148666,Iris-virginica
+62,6.00532757200559,3.3979824401021634,4.529936293915846,1.6028583767425097,Iris-versicolor
+63,5.072614490713264,3.501410615058497,1.379544569994371,0.2943308066797415,Iris-setosa
+64,6.40301171123219,2.7103577748618854,5.325702944577053,1.9018500811807382,Iris-virginica
+65,7.7,2.718547855122931,6.7,2.033738130018681,Iris-virginica
+66,4.4,3.1808058314600776,1.2998161452835553,0.2,Iris-setosa
+67,5.005381178706624,3.4829076943515274,1.31651957624238,0.2948335183000283,Iris-setosa
+68,6.575569591014987,3.007659658616768,5.007690520383485,1.7473283290047936,Iris-versicolor
+69,6.085295212529252,2.995968695663733,4.605643774763927,1.4036184657294601,Iris-versicolor
+70,6.842862123108901,3.0250839117101345,5.5211606892486635,2.1337154255225554,Iris-virginica
+71,5.71648479936032,2.477773711982271,5.0034624816922,1.9970173815516623,Iris-virginica
+72,5.70935657577761,4.4,1.5069753110582664,0.4163048849511928,Iris-setosa
+73,7.341301189749569,2.9024595592701563,6.3408260990287175,1.8009491576452739,Iris-virginica
+74,6.3821875032319895,2.622681571997792,5.133824043566863,1.9031962429904752,Iris-virginica
+75,4.883221900712956,2.396784967125196,3.2004051873995216,1.0014799002547163,Iris-versicolor
+76,6.115559014258003,3.009688727978415,4.639892051880776,1.4045515764766083,Iris-versicolor
+77,6.308238113532538,2.882898930559539,5.594357925684386,1.788576785977339,Iris-virginica
+78,5.989945934206825,3.391788401569045,4.483701885052573,1.6067881947818357,Iris-versicolor
+79,5.875433956145898,2.993998055690537,4.201775214761342,1.4889527801846019,Iris-versicolor
+80,7.699998741826408,2.795371860039078,6.699998371461051,1.9998939591600318,Iris-virginica
+81,6.3664012519200535,3.207131328599531,4.504699630819116,1.5069878098250704,Iris-versicolor
+82,4.89766478649654,2.99707403603912,1.4046393892007005,0.2,Iris-setosa
+83,5.162838850428634,2.669827771448493,3.563290875574707,1.3795656893043602,Iris-versicolor
+84,5.63320941352356,3.000550385098789,4.527590373124843,1.4879083574158238,Iris-versicolor
+85,4.612856612731892,3.6015394128657197,1.0000004185399662,0.2,Iris-setosa
+86,5.110028251429905,3.827171853998702,1.8735763105794425,0.4067706739150078,Iris-setosa
+87,5.412515766319735,3.0048409925571358,4.521703233179994,1.4982533236916993,Iris-versicolor
+88,5.096655751890483,3.797777097538657,1.6588084263649154,0.5551503802535236,Iris-setosa
+89,5.521378388519632,2.3937073734485375,3.820440734516028,1.0663917872864948,Iris-versicolor
+90,6.30976802862418,3.403326602533137,5.620939626144226,2.4071603791633285,Iris-virginica
+91,5.184816866928804,3.506203614262948,1.4990425483028629,0.2,Iris-setosa
+92,5.482990751969125,3.000608384130814,4.518669318529496,1.4956762758148823,Iris-versicolor
+93,5.52743178663388,2.605768642837498,4.319991257683199,1.205574184881574,Iris-versicolor
+94,6.325102182245357,3.4165285870046893,5.591564142284865,2.403785865190417,Iris-virginica
+95,6.443078009662399,3.1945292706604063,4.4570520821978485,1.4822630648952826,Iris-versicolor
+96,5.766821729975005,2.7048070123993893,5.106113395197145,1.9001012010535037,Iris-virginica
+97,4.4,2.892585705854808,1.4010703300153131,0.2,Iris-setosa
+98,5.490040996058201,2.3997312153087793,3.6513590929721005,1.0666177076788301,Iris-versicolor
+99,4.882843534536946,3.093817240686562,1.5057113550301098,0.10000010243452022,Iris-setosa
+100,5.006888817043819,3.516673392854915,1.302779557503689,0.29638745345659406,Iris-setosa
+101,5.974574933776398,2.704764247766853,5.088519600030487,1.604889703365227,Iris-versicolor
+102,5.108671195971442,3.82283326291384,1.6076727804143383,0.2,Iris-setosa
+103,6.094421829813009,2.6110154552376654,5.59439156214943,1.387337022107425,Iris-virginica
+104,5.787367382887814,4.4,1.5041284207398684,0.5088301002770953,Iris-setosa
+105,6.001426338230938,3.4053063693840633,4.464413684607579,1.6036274213514914,Iris-versicolor
+106,5.094601305518421,3.716820811916847,1.511446181411476,0.41248295280377467,Iris-setosa
+107,7.301539290385728,2.9119325617250786,6.312712457293394,1.783347993287515,Iris-virginica
+108,6.289138387422936,2.8828099350427934,5.606039486150752,1.7940081876575873,Iris-virginica
+109,5.481642818834121,2.4040080093704286,3.6116759578404096,0.9879729645360936,Iris-versicolor
+110,4.400000694734434,3.2110171880418723,1.2942105464768585,0.2,Iris-setosa
+111,5.115100680606887,3.413588125499547,1.4982390804081536,0.2,Iris-setosa
+112,6.3793261861370425,2.814048157641689,5.501271457859704,1.8548655507404417,Iris-virginica
+113,4.506617996157126,2.305668910485365,1.2962023655385166,0.2956244107032738,Iris-setosa
+114,5.2745121436657065,3.6985116322484326,1.5052406718790983,0.2,Iris-setosa
+115,6.342400067940966,2.9030653946900435,5.599197567341216,1.8034069854837749,Iris-virginica
+116,5.582562869606794,2.9962585624565823,4.498122202270491,1.5016907780666424,Iris-versicolor
+117,6.381132710789851,2.680458413067084,5.277164688780941,1.8979159939504315,Iris-virginica
+118,4.597677800877415,3.3982702190306777,1.4015917461613425,0.3002241303211928,Iris-setosa
+119,4.890821512462414,3.006971715977758,1.39496880007262,0.2,Iris-setosa

iris/tab_ddpm/8_1/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/8_1/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa

iris/tab_ddpm/8_1/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.6999989629757275,2.8204916402440254,6.699998601131329,2.015488631134332,Iris-virginica
+1,4.595433728937143,3.6326094286463686,1.0,0.2,Iris-setosa
+2,6.330579173416526,2.788946581204634,5.111234847937929,1.4993987193821972,Iris-virginica
+3,6.750763865837351,2.9959429589155158,4.999187367475531,1.6831672797509565,Iris-versicolor
+4,6.305509494078622,3.3935984230862855,5.652976888208315,2.392770382505243,Iris-virginica
+5,6.418888825725268,3.2112168553701945,4.499737413512164,1.5032684226211706,Iris-versicolor
+6,4.982836240434893,3.265456898884877,1.3760699953059299,0.2,Iris-setosa
+7,5.119018494213889,3.414031146737058,1.4948950916127806,0.2,Iris-setosa
+8,6.718059251175641,3.2914623946020294,5.665141774941824,2.4999994357250817,Iris-virginica
+9,5.488876440462885,3.0177794288193733,4.530106580585322,1.5281189377252762,Iris-versicolor
+10,5.751279342295868,4.399998783696036,1.5133164431085793,0.42056779532822486,Iris-setosa
+11,6.314080390380841,2.807880770503357,5.1230390714664535,1.494752413062168,Iris-virginica
+12,5.91391739277113,3.0063387390716643,4.179670808243918,1.506436488385735,Iris-versicolor
+13,6.306919558534109,2.7963885223409393,5.087271401503568,1.5046996893102955,Iris-virginica
+14,5.773991271600836,2.6867630768536133,5.092680821788298,1.913619559391851,Iris-virginica
+15,5.042422619177618,3.4947480923735474,1.3371681507998017,0.29887610478028603,Iris-setosa
+16,6.282311956176562,2.7793282631447043,5.123183768684965,1.4982638063455553,Iris-virginica
+17,5.535678051803022,4.191478547575551,1.4002225267791124,0.2,Iris-setosa
+18,7.7,2.813321366303809,6.7,2.0238784915762285,Iris-virginica
+19,5.092022285439877,3.7065155303774677,1.4971989682865423,0.42573328717067566,Iris-setosa
+20,7.116414143981527,3.0270054319669475,5.951282708779701,2.1299484747818784,Iris-virginica
+21,6.286879198004163,2.8100324561136976,5.090533048630139,1.5142339331090287,Iris-virginica
+22,6.011880278178732,2.2,4.997619545725662,1.5120144255257797,Iris-virginica
+23,5.78835524356989,2.7917469490834677,5.0986403397807285,2.4082617496473357,Iris-virginica
+24,5.528360621520138,2.6652332780442802,4.226943243817296,1.2837630138438272,Iris-versicolor
+25,5.100635969928747,3.8424985469457242,2.052730317863533,0.3890918788712396,Iris-setosa
+26,7.311043499358041,2.89803548497905,6.291061574194419,1.8138678085724536,Iris-virginica
+27,5.100340144389252,3.402226719011932,1.5190016596131843,0.2,Iris-setosa
+28,5.094210235725238,3.7870976184557623,1.8665728583107701,0.4092923566052959,Iris-setosa
+29,5.445010306799415,3.000410798333152,4.499672804489225,1.4990992835269035,Iris-versicolor
+30,4.400000492323314,3.2048501298351324,1.3038974603933435,0.2,Iris-setosa
+31,4.590562221642139,3.199458873730687,1.392203759596959,0.2,Iris-setosa
+32,5.502722383334554,2.3961697884866116,3.7580637484137105,1.0079213279934636,Iris-versicolor
+33,4.594389789205347,3.609604521186082,1.0000003944991105,0.2,Iris-setosa
+34,7.7,2.7880370338302174,6.7,2.0003174481480674,Iris-virginica
+35,4.400000816404229,3.232086973236308,1.3045334765646441,0.2,Iris-setosa
+36,4.603215574307152,3.197019634000849,1.3989525298093053,0.2,Iris-setosa
+37,6.001479884793557,2.9984541443536004,4.79326989855345,1.8107985824890802,Iris-virginica
+38,6.617393332625016,3.1420340418287247,4.445349731351302,1.4280969975519346,Iris-versicolor
+39,5.177173376570656,3.8284851614770523,1.6857394877497518,0.38501500766169294,Iris-setosa
+40,5.420784166269983,3.0016471407903746,4.509226735512678,1.5080233448497253,Iris-versicolor
+41,5.405789449272022,3.9300051579613173,1.3078698266629916,0.3829905426996767,Iris-setosa
+42,7.090239699024215,2.9831741100845286,5.903300915734885,2.049569016608968,Iris-virginica
+43,6.408579782957188,3.1992506103851146,4.496866770769472,1.4918295196548905,Iris-versicolor
+44,5.591485004723573,2.765190863251561,4.142780319194481,1.31752175749777,Iris-versicolor
+45,4.9872838776666155,2.4496088110183183,3.2728522537827085,1.0982467722477098,Iris-versicolor
+46,5.991777212078407,2.67869927217735,5.131320041405269,1.606842202876701,Iris-versicolor
+47,6.0091854564561515,3.39464557391773,4.521257334432999,1.6593076398853284,Iris-versicolor
+48,6.888451026389875,3.2069817944136463,5.737200867925509,2.2908196001156957,Iris-virginica
+49,5.034438890574784,3.3966628427821295,1.4007531912470998,0.2081048757003271,Iris-setosa
+50,5.899480903915533,2.99724498031938,4.165514585991807,1.4983277895136278,Iris-versicolor
+51,5.397081905295309,3.894659285400083,1.2977125170877302,0.37770150105129957,Iris-setosa
+52,4.791400795160533,3.421194488610177,1.5918919918889385,0.2,Iris-setosa
+53,5.639354110982268,2.7214052646596354,4.217264648035194,1.312114012904822,Iris-versicolor
+54,5.201521336542023,3.3494635852111947,1.6968096171959524,0.2922367155185174,Iris-setosa
+55,6.802515804559732,2.9991089666567263,5.513942697965491,2.100788056495504,Iris-virginica
+56,5.436881048379438,3.396129574004447,1.8023898817007558,0.2,Iris-setosa
+57,5.497653833050375,2.599490982362716,4.408605644965496,1.2491357716992386,Iris-versicolor
+58,5.190730199277027,2.6962715869517595,3.781946755568743,1.3978756537237094,Iris-versicolor
+59,6.327251280076028,3.411664322945183,5.598707085517494,2.4004240858844232,Iris-virginica
+60,6.865433308673635,3.1952147764598116,5.682801310950882,2.2871203160321656,Iris-virginica
+61,5.915882734660935,3.007463915779597,4.247646532308573,1.5097022610525894,Iris-versicolor
+62,5.9828647998415585,3.2077952444228104,4.749847377699007,1.7487635819586669,Iris-versicolor
+63,6.013149734790135,2.714019363053047,5.098434825044117,1.6065984430910611,Iris-versicolor
+64,5.280639163828018,3.610750760561671,1.514789115608353,0.2,Iris-setosa
+65,4.4,2.914321747571541,1.4014094747312436,0.2,Iris-setosa
+66,5.065965493405316,3.7204366463021215,1.679099578885867,0.3676927661300151,Iris-setosa
+67,5.38858969172816,3.000931920258482,4.499171050603954,1.507640818950792,Iris-versicolor
+68,5.905903565594851,3.198209182679918,4.817665372981766,1.7812316002459319,Iris-versicolor
+69,6.900337717365504,3.2069221059171023,5.654812966744973,2.312491767697231,Iris-virginica
+70,5.067274101858706,3.3230649391724305,1.3682576450581048,0.2,Iris-setosa
+71,5.99132852020122,3.393791562884996,4.4760880819078634,1.6050005842662312,Iris-versicolor
+72,5.716025878053884,2.4994960472616605,5.004098583513145,2.0011166299872496,Iris-virginica
+73,5.007421236689873,3.238438876781058,1.2354656015535155,0.2,Iris-setosa
+74,7.7,2.8061405201243614,6.6999988336203815,2.0365692394488364,Iris-virginica
+75,5.771743631130731,2.6802382803362548,5.1073376210931665,1.9038662774256045,Iris-virginica
+76,5.186739717837747,2.686659400715456,3.924245080707429,1.3874346506595172,Iris-versicolor
+77,5.6208683596695135,3.0027619059039408,4.082298468238288,1.3051540882937882,Iris-versicolor
+78,4.503324195681005,2.301262215675495,1.2870758924942847,0.2793960586497103,Iris-setosa
+79,5.798818996615417,2.7093275856180323,5.105272241768275,1.8911128314831775,Iris-virginica
+80,4.4,3.21792195924881,1.2972393474688049,0.2,Iris-setosa
+81,5.3717877607834295,3.882217996276224,1.7221144122399656,0.39494151979053715,Iris-setosa
+82,4.596498105268931,3.201455240993295,1.3996013235518703,0.2,Iris-setosa
+83,5.509093224959975,2.3955754941882805,3.763011679415187,1.1327827476737848,Iris-versicolor
+84,5.000521716947324,3.4927311843947777,1.277797575224343,0.30308259809672744,Iris-setosa
+85,5.887418087232615,2.9909583473645447,5.098875239036304,1.810639105530832,Iris-virginica
+86,5.492306692306412,2.994337386673762,4.215206921395209,1.356750885762576,Iris-versicolor
+87,5.215214184953985,2.70297516568423,4.021650375155461,1.4103839315820912,Iris-versicolor
+88,6.332378535372213,2.2991005920636782,4.39767099414587,1.2980181242803401,Iris-versicolor
+89,6.390779736462239,3.0891487576668677,5.469548946280925,1.7978270048464637,Iris-virginica
+90,5.512518597880093,2.7562128897672906,4.132841964619278,1.306290957511823,Iris-versicolor
+91,4.908732559740809,2.398393870489933,3.503797653582094,0.9906277812863137,Iris-versicolor
+92,5.103308360719581,3.3073976769629394,1.2941611958936958,0.2,Iris-setosa
+93,5.487360785663453,2.5935673215573147,4.3921802403359385,1.1340797470437747,Iris-versicolor
+94,6.438523531435213,2.907173264695536,4.279673358107788,1.3076307235756413,Iris-versicolor
+95,6.006042072132026,2.705195074205613,5.089031001029917,1.5967782800199337,Iris-versicolor
+96,6.663520913691287,3.082092422310835,4.3867220671777,1.4161743501225417,Iris-versicolor
+97,6.685816183812774,3.3021429266384,5.751139294040918,2.4999994743523004,Iris-virginica
+98,4.601995376149209,3.6030626974493765,1.0,0.2,Iris-setosa
+99,5.1302626318758735,2.491694285355406,3.1275702268655463,1.1307953225298464,Iris-versicolor
+100,5.109006082908952,3.50677669125459,1.404437313648896,0.29854941286083825,Iris-setosa
+101,4.606273820782125,3.604534571817508,1.000000521794727,0.2,Iris-setosa
+102,5.427106334518223,3.0023295277703155,4.501617724663327,1.5011772366928755,Iris-versicolor
+103,6.727011930284725,3.1134653984360203,4.394897509076877,1.4004445535967958,Iris-versicolor
+104,6.373095815924395,2.900505782746895,4.288761979914172,1.3015983405147715,Iris-versicolor
+105,5.770572990053294,2.813406031982754,5.099250181346557,2.3958074650696273,Iris-virginica
+106,4.400000474992355,2.9147841851456278,1.3976847223178366,0.2,Iris-setosa
+107,5.084504242885997,3.7916474827227993,1.6943941890870244,0.39519702407874646,Iris-setosa
+108,5.918912601614231,2.362839804504707,4.123047299935371,1.2760136506451776,Iris-versicolor
+109,5.173992164532393,3.46957345885028,1.499662449086094,0.2,Iris-setosa
+110,5.403624666233298,3.9041238840118027,1.692165227447666,0.40156744704580033,Iris-setosa
+111,7.7,2.8060615916510647,6.7,1.9992357655513113,Iris-virginica
+112,5.734483291034859,3.0063792073002142,4.450027757523217,1.5026140372178536,Iris-versicolor
+113,4.7856964042102685,3.390967953740458,1.5955158880021167,0.2,Iris-setosa
+114,4.987951916266486,3.194862273010047,1.2135243898863612,0.2,Iris-setosa
+115,4.4,2.879782077633566,1.39831541410805,0.2,Iris-setosa
+116,5.004577499354222,3.2052296370172715,1.1941353174315592,0.2,Iris-setosa
+117,6.306027972592367,2.5155001020272563,4.984070608280603,1.8855777504404485,Iris-virginica
+118,6.2882118886118805,2.8019100383249933,5.095400600130454,1.4978554787417102,Iris-virginica
+119,5.27234650140708,3.5790389187781857,1.504054347235304,0.2,Iris-setosa

iris/tab_ddpm/8_1/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa