a

iris/tab_ddpm/1_0/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.16282615884713,3.203389631991375,5.911764501787994,2.22779633310372,Iris-virginica
+1,6.064184101411325,2.6561475619362973,5.08145127052009,1.626683804849131,Iris-virginica
+2,6.382546011689417,2.7350448605543787,4.493079050168772,1.4982147137214463,Iris-versicolor
+3,5.870762243520852,2.7073080089168435,5.115941875526548,1.922978862319751,Iris-virginica
+4,5.49627610368848,3.0,4.4782029035062685,1.4478544233542068,Iris-versicolor
+5,6.058821124602047,2.567002041994713,5.279716733407237,1.4698638421076324,Iris-virginica
+6,5.020295365542665,3.6519056136114765,1.372330707896345,0.20312445377807892,Iris-setosa
+7,5.920699786609829,2.2702031738044974,3.9427154400627216,1.0066928789204073,Iris-versicolor
+8,6.7492294028827375,2.8810685158746114,4.754508307942992,1.5219447388240495,Iris-versicolor
+9,4.798265928148774,3.0,1.4150094130946045,0.1,Iris-setosa
+10,5.364087623384215,3.0,4.476647704975789,1.5110204633316373,Iris-versicolor
+11,5.23394638358623,3.662174223238856,1.4603399097997094,0.20402869611406324,Iris-setosa
+12,5.818022312530519,2.4614599046043986,4.263314914732709,1.2936495706532298,Iris-versicolor
+13,5.592608732178284,2.7691363287545836,3.8876143147721005,1.2422905370803807,Iris-versicolor
+14,5.549981676485256,2.379750408211004,3.6442661996007675,0.9873326382243776,Iris-versicolor
+15,6.594481136029594,3.0,4.477673964110198,1.4358304290760355,Iris-versicolor
+16,5.492058758018016,2.539479464252178,4.024050664409957,1.3262512001950266,Iris-versicolor
+17,5.53298456668207,4.2,1.4282955862659787,0.1987882134173699,Iris-setosa
+18,5.606838431140589,2.4462471340796412,3.954777819263984,1.1017836500135085,Iris-versicolor
+19,7.636778763575947,2.9783148496570235,6.544818324823526,2.1201605460069124,Iris-virginica
+20,4.593746536754124,3.551660440708144,1.0,0.19782630281049113,Iris-setosa
+21,5.814167126272207,2.6937569313635903,5.091487305476215,1.8985899713715562,Iris-virginica
+22,4.642110076513375,3.3351536557751897,1.4656302268910166,0.20020842084866494,Iris-setosa
+23,5.033344573023807,2.00000683457899,3.594412815618855,1.0460017613455064,Iris-versicolor
+24,4.300000850389394,3.0,1.1149816322878512,0.1,Iris-setosa
+25,6.033844226111449,3.3510110714377737,4.618448974156505,1.609954139213485,Iris-versicolor
+26,5.752981080583141,3.1157223423974987,4.673667100768849,1.6166784105965846,Iris-versicolor
+27,6.6193704206521975,3.175360278185974,5.280433339874392,2.2041223671042287,Iris-virginica
+28,6.1924362323235975,3.3985357789844923,5.455859753096415,2.391178436035525,Iris-virginica
+29,5.132518839201209,3.267054420217997,1.7862649729535183,0.4290991414485587,Iris-setosa
+30,6.283040097745071,3.330125546337064,6.009706053710432,2.5,Iris-virginica
+31,6.050228719772254,2.731949881141336,4.563971417696189,1.2196986267443517,Iris-versicolor
+32,4.670763941496237,3.0,1.3509082958516683,0.2849037399687693,Iris-setosa
+33,5.032214360562247,3.030058232395341,1.6142949806882319,0.21115649789806396,Iris-setosa
+34,5.049446033180226,2.0000004580551702,3.7031368571780043,0.8036038597456049,Iris-versicolor
+35,7.3284951148693835,3.1630410161400784,6.110018275820686,1.81299451174114,Iris-virginica
+36,6.81715784317159,2.7864195893367194,4.774996808491064,1.3944272477734774,Iris-versicolor
+37,5.053648859332926,2.0,3.7349491545303297,1.0430810860964463,Iris-versicolor
+38,6.4824565190556465,3.2284921290238673,5.064775172387421,2.021595883587631,Iris-virginica
+39,5.9494435999329,3.324516248209508,4.606233544187843,1.6312831532551244,Iris-versicolor
+40,4.827287308605019,3.4378992886344775,1.6517924330375995,0.2042093207089688,Iris-setosa
+41,5.002127920457203,3.3588627205510218,1.5954810645696058,0.35576773380381005,Iris-setosa
+42,6.829825597051273,3.0570559087436893,5.094779984340563,2.2790675463532994,Iris-virginica
+43,6.040779885392684,3.3960907159531573,4.485054592676079,1.589629791380364,Iris-versicolor
+44,6.430464521422262,3.243540996567066,4.7322958151263,1.5831859358534712,Iris-versicolor
+45,5.739706110336164,2.799564815802597,4.324502675103019,1.1971729291876265,Iris-versicolor
+46,6.21118062039009,2.762382675264346,4.854992937525217,1.792054536407962,Iris-virginica
+47,4.686474503138695,3.0,1.36003911408994,0.268421816274238,Iris-setosa
+48,6.261520825181883,2.7555813543540473,4.827211084664447,1.8133732723314326,Iris-virginica
+49,6.218947367619458,3.396844906046136,5.3855204688082985,2.2871189361924364,Iris-virginica
+50,7.690957666994407,2.748552637095797,6.728696569644946,1.9599654396580146,Iris-virginica
+51,4.962557184519999,3.363201592667488,1.7169729910533087,0.35784887719170433,Iris-setosa
+52,5.065617369575818,3.373361864439024,1.596061454351899,0.3204204307492588,Iris-setosa
+53,6.291645923235816,3.3638078015778907,5.508514975245888,2.374108656954744,Iris-virginica
+54,7.9,3.8567340077690124,6.45461514371897,1.9728067081651546,Iris-virginica
+55,5.498394555953997,3.0,4.492498141929624,1.4269273036286612,Iris-versicolor
+56,4.932465508033889,2.0,3.4916921575390645,0.9522617495325042,Iris-versicolor
+57,7.703268424724156,2.618698138134756,6.899997786486056,2.252141928929818,Iris-virginica
+58,5.068387625707273,3.5758204402972673,1.3852423515739203,0.20582180014351503,Iris-setosa
+59,5.663588051967303,2.9397481999208472,4.524453219093738,1.4299096417167894,Iris-versicolor
+60,5.258909984827554,2.50438871496212,3.5716871515827493,1.2505041721035173,Iris-versicolor
+61,4.826253303474901,3.418377668998752,1.8308023519352983,0.2017494685219632,Iris-setosa
+62,5.0670240105339195,3.354228078871259,1.71732051951462,0.43903627591389127,Iris-setosa
+63,6.268450211282316,3.4017333968519945,5.500959963344459,2.3761324145727136,Iris-virginica
+64,5.975912099692648,2.7356531626174108,4.411891424781836,1.382758784174319,Iris-versicolor
+65,4.499756982121008,3.1719193616409185,1.4243074614745304,0.19559553916059746,Iris-setosa
+66,5.496660877816845,2.411539112228511,3.7329931885475807,1.0130543406802293,Iris-versicolor
+67,6.401722212078034,3.3269232167804565,5.453070410803782,2.347619100443192,Iris-virginica
+68,4.986094717037135,3.0,1.594349597775654,0.20691689000733574,Iris-setosa
+69,7.9,3.7297705329576516,6.443871201150943,1.9698086411648132,Iris-virginica
+70,6.301707838637574,3.3993631899697085,5.647862230877973,2.4010201760453653,Iris-virginica
+71,6.753325572483044,3.2180314712949336,5.700899530958933,2.252043493628218,Iris-virginica
+72,5.861243447276984,3.222567826844649,4.831934789872506,1.8733274106896718,Iris-versicolor
+73,6.371150200346744,3.29152736134675,5.940192867530644,2.4999996282549044,Iris-virginica
+74,4.584702390521272,3.5320479860214133,1.0000006258918523,0.19831927096692226,Iris-setosa
+75,5.018141611612336,3.346636081050076,1.5722326471918253,0.4262909669744903,Iris-setosa
+76,5.108807286127207,3.536748245801039,1.3722298380415756,0.1996782390453843,Iris-setosa
+77,4.366505090597784,2.818741968675049,1.357757993992712,0.19293358571193284,Iris-setosa
+78,5.810053480340797,2.216599066974513,3.94042467922112,0.842700416802758,Iris-versicolor
+79,4.300000761996329,3.0,1.0995665231860074,0.10000015771001564,Iris-setosa
+80,4.412882191056041,2.8515869772987283,1.4298232705903033,0.20378413443044596,Iris-setosa
+81,5.968638404575754,3.404105343983052,4.550865811541707,1.6265443033805886,Iris-versicolor
+82,4.980086321326381,2.0,3.6528270073527858,1.036372194857536,Iris-versicolor
+83,5.272956253185858,3.4644910552005244,1.472337171593169,0.24195720743614274,Iris-setosa
+84,6.190358329548897,3.058578538037451,4.837242006033986,1.6986721976062522,Iris-versicolor
+85,5.615761200454701,3.008254434454364,4.436348115887577,1.3981919921276877,Iris-versicolor
+86,5.111630613692477,2.4895705218034183,3.0857644355634086,1.124565928714458,Iris-versicolor
+87,6.645696388448786,2.8341806204935986,4.742624711232819,1.5209427775064492,Iris-versicolor
+88,6.718002487561398,3.083588240498213,4.793443645495607,1.5277135049890234,Iris-versicolor
+89,5.113530797588752,3.378568655741142,1.5896789161928055,0.211796722880444,Iris-setosa
+90,6.219197733537276,3.303466704532357,4.665874471439158,1.5978007475597065,Iris-versicolor
+91,7.690514331161718,2.5721252748352503,6.9,2.3058095625014214,Iris-virginica
+92,7.655428968414401,3.0,5.936045893320302,2.3046514045563757,Iris-virginica
+93,5.011765741972462,3.1476789446000195,1.594949584711337,0.2544207020205728,Iris-setosa
+94,7.9,3.866861907803849,6.439558963719091,1.948334709572934,Iris-virginica
+95,4.575372062923775,3.1588640589073496,1.4294474275600466,0.20126493299773038,Iris-setosa
+96,4.8471517677539815,3.0,1.4546869881041053,0.1,Iris-setosa
+97,4.300000542793624,3.0,1.1019639582809955,0.10000009001329754,Iris-setosa
+98,6.772559136387016,3.1682791010322795,5.465717146295321,2.2694813335367447,Iris-virginica
+99,6.145592187033518,2.8792905568998655,4.581650361724221,1.4327404699345505,Iris-versicolor
+100,5.469312216007038,3.65960027716308,1.490232659148323,0.35079719585773056,Iris-setosa
+101,5.979851700508414,2.642390040658742,5.113735258411844,1.788083069019347,Iris-virginica
+102,6.376631221427025,3.2560530151024007,5.337622731147047,2.3181390382398255,Iris-virginica
+103,5.057660239729933,2.5109516557208034,2.9428309224764204,1.1356410528797516,Iris-versicolor
+104,6.565601608744797,3.0,4.474878378005532,1.4449720855442219,Iris-versicolor
+105,6.732690415661345,2.4583722263475623,5.850426486911237,1.7998960585429462,Iris-virginica
+106,5.9771656983672905,3.235036517138583,4.780155693681608,1.7601293056187783,Iris-versicolor
+107,7.710611893845743,3.0,6.058777839937241,2.2916167401932794,Iris-virginica
+108,7.177755587307859,3.1480130239541,6.096843791401547,1.7302580797369627,Iris-virginica
+109,5.002763992523824,3.236368998644047,1.8666748040958676,0.22618950766012894,Iris-setosa
+110,6.236496879795009,2.6549156020201745,4.905540676723935,1.8008968111936374,Iris-virginica
+111,6.051125969462122,2.819541292162398,4.685196909324974,1.2219726469314738,Iris-versicolor
+112,6.500885773125133,3.2180808842399364,4.809007932988641,1.6035489504737548,Iris-versicolor
+113,4.9299717278621,3.147792815198326,1.5402228258792037,0.1,Iris-setosa
+114,4.994169676209573,2.000000729058218,3.582287984181771,0.9613230770708239,Iris-versicolor
+115,4.817770300494517,3.3843754926612895,1.8726341551236987,0.19911844274327684,Iris-setosa
+116,5.395328438060049,2.887014220247281,4.256972723254919,1.4470508694611275,Iris-versicolor
+117,5.007852582467467,2.0,3.403697011974956,1.0433321039325594,Iris-versicolor
+118,6.385420398385392,2.990111668039311,5.77604337184894,2.1114603555232616,Iris-virginica
+119,5.047433848071601,3.596131897055793,1.325096976353013,0.2058321156118535,Iris-setosa

iris/tab_ddpm/1_0/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.692301414355079,3.2796815214270385,1.4464147934461515,0.20322868431985658,Iris-setosa
+1,4.300002227037951,3.0,1.123246072695426,0.10000027390763505,Iris-setosa
+2,5.4801072953616,3.7225435657975274,1.4833887718098195,0.4430111819719128,Iris-setosa
+3,5.509056915968755,4.1999986869977315,1.4059647678474911,0.20343232588349167,Iris-setosa
+4,5.748749888954234,2.828606639158722,4.161866584858474,1.1984880944087437,Iris-versicolor
+5,4.809251760441027,3.0,1.3796180490058851,0.3018918572672548,Iris-setosa
+6,5.546068840912814,2.707912147466446,4.2423712356553684,1.4202271037507408,Iris-versicolor
+7,5.821594677847864,2.705477256092331,5.112471023298358,1.9040976016979068,Iris-virginica
+8,5.089159413912016,2.0000019855322995,3.47535242913945,1.0087555580992804,Iris-versicolor
+9,5.033271550136373,2.5121727937897194,2.863592694539206,1.072097064384546,Iris-versicolor
+10,6.619728918649174,3.0361148692790874,4.677950457825367,1.4511168071367464,Iris-versicolor
+11,5.549012098801257,3.0,4.033786404170361,1.3461072633526117,Iris-versicolor
+12,7.318827890912083,3.1340722283231934,6.105647163329963,1.8413191768014687,Iris-virginica
+13,6.671558731527426,3.0,4.994121521077981,1.7379584871771265,Iris-versicolor
+14,4.387867796685287,2.942622291020891,1.3606247930022002,0.19828446986626774,Iris-setosa
+15,4.888958433772627,3.3283147510140445,1.6245048259699728,0.1958103787390446,Iris-setosa
+16,5.000938090462782,2.0,3.0631600602261804,1.0194152640938299,Iris-versicolor
+17,5.094543663616552,3.0,1.8265069201186224,0.20323144459276382,Iris-setosa
+18,6.044081247008294,2.8317889193699557,4.590249961523837,1.3101725587379782,Iris-versicolor
+19,6.4128970851238964,3.24801625188773,5.243719420560559,2.09158096743781,Iris-virginica
+20,7.31640116661038,3.1118660881338136,6.171913278659947,2.2191262649813015,Iris-virginica
+21,7.721970424613005,2.5844343263160456,6.899998091447695,2.301402094920766,Iris-virginica
+22,7.131225539079566,3.1055633905122,5.5437984134785365,2.31751317305995,Iris-virginica
+23,7.32965018054061,3.1688942094309103,6.147150865628869,1.803226086143808,Iris-virginica
+24,6.710759880136205,3.171607892535638,5.720188818116291,2.2838469004922883,Iris-virginica
+25,4.660653155159077,3.045114273375953,1.517423550292565,0.20519935488327173,Iris-setosa
+26,5.067348727520061,3.536709874682048,1.4005483355581059,0.20849192285974097,Iris-setosa
+27,7.199107367370888,3.1696674991823937,6.027909599449296,2.2275527855644355,Iris-virginica
+28,7.699007831047631,2.622497439571737,6.9,2.285658605446923,Iris-virginica
+29,4.956552517735764,2.0,3.5508582154181996,1.125260708798546,Iris-versicolor
+30,6.053190937086233,2.863124377579921,4.663245763055731,1.220687819357197,Iris-versicolor
+31,5.806867768142066,2.7765960155751803,4.213787184408745,1.089151239826593,Iris-versicolor
+32,6.587565482787075,2.509213171651322,5.410433834176551,1.8355927989610596,Iris-virginica
+33,7.4895272291307915,3.045818984011892,6.472228239879218,1.9349661243830738,Iris-virginica
+34,6.4155798397862664,3.342973077902359,5.538953966192274,2.345096136724818,Iris-virginica
+35,5.465384509309661,3.823821313101797,1.377261137325615,0.37581762242280714,Iris-setosa
+36,6.246470860519084,2.6546566028414134,4.836134965151329,1.7924394120630016,Iris-virginica
+37,6.662372056033142,3.022795929370899,4.7045437335616205,1.5839709133727808,Iris-versicolor
+38,5.980936172129834,3.280831534408169,4.419456361264983,1.4840417828090386,Iris-versicolor
+39,4.548741251226828,3.64262232354248,1.0,0.19218561862635875,Iris-setosa
+40,5.175213950646909,3.4148301444799256,1.3609005186810985,0.19336133714234932,Iris-setosa
+41,4.790059457213122,3.0,1.4203779373320946,0.10000014021608851,Iris-setosa
+42,6.0582994173597795,2.870585885192708,4.638218578391123,1.393451022639577,Iris-versicolor
+43,6.682586605733077,2.7975423363881076,4.743930001083504,1.4940857277414896,Iris-versicolor
+44,5.754655197941618,2.8903162555703465,3.978788295967324,1.11990648982276,Iris-versicolor
+45,5.728137848066996,3.808110075287171,2.1372427441027755,0.30807632056350603,Iris-setosa
+46,6.372831810633043,3.2968724842761605,5.971769447733857,2.5,Iris-virginica
+47,6.201999217625035,2.1568999846926076,4.445573003009241,1.4745189538646861,Iris-versicolor
+48,6.034177848728054,3.3801817577660858,4.550217777244138,1.598377534083719,Iris-versicolor
+49,4.80586196825473,3.399583500822879,1.5918461876611127,0.2016187790575831,Iris-setosa
+50,5.845922834234773,3.1844396934633927,4.802145323644913,1.7951280372122134,Iris-versicolor
+51,5.002902114581629,3.0,1.5991422702313565,0.19879715319310182,Iris-setosa
+52,5.679356178950842,2.7831540071698577,4.2523901154586286,1.3358511856429403,Iris-versicolor
+53,6.101227081658,2.6041876164627196,5.569317723798589,1.4359717120800566,Iris-virginica
+54,5.768026951926662,2.7064108759481784,5.092963891413379,2.173074455080773,Iris-virginica
+55,4.852318012966008,3.4250833795779045,1.6058957112291659,0.21159155367952118,Iris-setosa
+56,6.675771575260991,3.207700271359454,5.588965363283249,2.25735984644165,Iris-virginica
+57,5.68820253680447,2.9452401742515693,4.185044629803017,1.203743977717645,Iris-versicolor
+58,5.808022930528356,2.72847172591814,5.087600118100386,1.9716986508363212,Iris-virginica
+59,5.006493224742577,3.0,1.603294728931877,0.20643992079417312,Iris-setosa
+60,5.900099780854155,2.9292834766365936,4.472525731062118,1.326748426755074,Iris-versicolor
+61,6.78472778866938,3.0865537767681244,5.071555153584324,2.3001558527170562,Iris-virginica
+62,4.3,3.0,1.108348784669182,0.1,Iris-setosa
+63,4.804509621485946,3.350588328150661,2.050363270662255,0.2094152935927933,Iris-setosa
+64,4.454330442299588,3.1057818432678257,1.4127212269857226,0.19484027240752247,Iris-setosa
+65,5.485253139463513,3.0,4.515731994861413,1.4896538868863098,Iris-versicolor
+66,5.375038175550665,2.4266338521771464,3.688910242609959,1.0812016437587029,Iris-versicolor
+67,5.036171295571824,2.4939316013804134,2.98379052236899,1.1467478196609686,Iris-versicolor
+68,5.372307834274424,2.4900977813589833,3.6134773197493013,1.0239690364986629,Iris-versicolor
+69,4.652533186592365,3.0,1.4746315731989834,0.21003911801624411,Iris-setosa
+70,5.034710699135555,3.0,1.9378406202338732,0.20171733501137395,Iris-setosa
+71,5.873222733371687,2.3091802780031827,4.030358695525957,1.0466047115123542,Iris-versicolor
+72,4.969796477502406,3.0,1.5056417954376269,0.2604259379021047,Iris-setosa
+73,5.572368631485214,3.0,4.578572457150906,1.547671727273449,Iris-versicolor
+74,5.620382532346957,2.3869491362270208,3.770465823046593,0.9141734575214686,Iris-versicolor
+75,5.581851287371515,2.9336035222368326,3.9104517659468674,1.3545631751857943,Iris-versicolor
+76,5.274490540698508,2.771305208887811,3.9844404158574815,1.4298190566470064,Iris-versicolor
+77,4.474315146850309,3.116215389227614,1.4618417720808374,0.19998210428111984,Iris-setosa
+78,4.9591141703270605,2.0000004578531643,3.2593128472614996,0.8643454516845026,Iris-versicolor
+79,6.490308619842682,3.061326889357199,5.044520950571022,2.024570703906301,Iris-virginica
+80,4.828130190432311,3.0,1.4567742110898165,0.10000020677522499,Iris-setosa
+81,4.5613832548434825,3.547969297676131,1.0,0.2023058218982308,Iris-setosa
+82,6.068769677801644,2.5924975442191895,5.490254667674139,1.4177342027819186,Iris-virginica
+83,5.9936957953810035,3.395795559351883,4.472666137943012,1.5613891906962027,Iris-versicolor
+84,6.602062676213133,3.0860962322045395,5.146243554722869,2.270363499493128,Iris-virginica
+85,7.899997205129829,3.7707918286737994,6.290976008026961,1.9548640862392281,Iris-virginica
+86,7.899997426782517,3.772597728772479,6.324482309303624,1.9843765841506953,Iris-virginica
+87,7.6996681471872295,2.767864803688906,6.71320309709485,1.9870194868805922,Iris-virginica
+88,7.708124415150221,2.6154828918560953,6.9,2.2656875161990673,Iris-virginica
+89,4.3,3.0,1.0817506837345583,0.1,Iris-setosa
+90,5.992323565459939,2.179481045762211,5.008226231569278,1.503707270272525,Iris-virginica
+91,6.283546149228261,3.309975074276818,4.686880759063505,1.6087995094156289,Iris-versicolor
+92,6.564080941987219,2.7771923528939726,4.712756872050088,1.4022398942537018,Iris-versicolor
+93,5.918960970017216,2.8382727835044417,4.367146699655365,1.232169159547152,Iris-versicolor
+94,7.644457843739547,2.852790978832184,6.649799897125346,2.0253521177673126,Iris-virginica
+95,5.492434726136813,3.0,4.532473101220624,1.506154362367946,Iris-versicolor
+96,5.169202180875199,3.417254572767819,1.3880357265502599,0.19746792019166026,Iris-setosa
+97,5.890503422736501,2.7760809882504476,5.094331388894621,2.1301931803050547,Iris-virginica
+98,7.695867285030825,2.6070245327326136,6.9,2.294466394244172,Iris-virginica
+99,7.645024180037357,2.7610967721026745,6.663951350471996,1.9601622673140724,Iris-virginica
+100,7.749989642148737,2.6185718573141585,6.9,2.301711732389832,Iris-virginica
+101,5.982836709394772,3.4007021623301577,4.542664953803084,1.5848022417281276,Iris-versicolor
+102,5.515261143408941,3.0,4.477835287297322,1.4699781982426825,Iris-versicolor
+103,6.176198001564544,2.8701988995094485,4.748520496759018,1.7886580476979448,Iris-virginica
+104,7.231626049321673,3.088347306414069,5.429846693749448,2.2773784307725555,Iris-virginica
+105,6.036244134200938,3.3844002881724684,4.52512823085968,1.5815015585712713,Iris-versicolor
+106,5.611194033896645,2.9568949502460113,4.28114684270014,1.3354080751531754,Iris-versicolor
+107,5.669830752397896,2.815932040370867,3.8647029857864013,1.161050143689065,Iris-versicolor
+108,7.080008159494673,3.214322972966068,5.7716999002281595,1.8536614297486835,Iris-virginica
+109,5.683120173344422,2.7430628292327466,4.248516156678812,1.1198339422921908,Iris-versicolor
+110,5.926886502003355,2.178647560468108,5.009907392779603,1.4864208410141917,Iris-virginica
+111,6.892061101231158,3.1990235097199173,5.6834412868641095,2.3041492209442285,Iris-virginica
+112,6.196525909926484,2.4085211540313485,4.989074703374572,1.8063730979040116,Iris-virginica
+113,4.3,3.0,1.0737618976473748,0.1,Iris-setosa
+114,4.425966252369632,3.022243523755312,1.34527741880097,0.20401571021011036,Iris-setosa
+115,4.87642201917054,3.0844325400895163,1.5048379224327535,0.1,Iris-setosa
+116,6.682714288320245,3.130107428892618,5.358818957673568,2.2102866677451227,Iris-virginica
+117,6.726667778118396,2.807533967662716,4.714482613976346,1.3657882120362965,Iris-versicolor
+118,5.619531651016174,3.7217764225333334,1.5087525801203174,0.36581285308613776,Iris-setosa
+119,5.015824191950692,2.0000005536134,3.4191268620510638,0.8510694886254593,Iris-versicolor

iris/tab_ddpm/1_0/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.459304725044278,2.5274243863365093,3.857617143270034,1.3262158338915928,Iris-versicolor
+1,6.003052196718747,2.882798180249885,4.715517165876724,1.3623630554878168,Iris-versicolor
+2,6.216843523920397,2.706486473257045,4.8791288158643615,1.8269375823114453,Iris-virginica
+3,6.007581597419168,3.3992550625625055,4.472354313916626,1.5984561776370276,Iris-versicolor
+4,6.309673776714618,3.292078849468281,5.981241759440811,2.499999561643114,Iris-virginica
+5,5.732807715962377,2.9349801116431493,4.253186953172757,1.318853658955532,Iris-versicolor
+6,5.245949683608341,2.5060824794232213,3.322064593285269,1.0012914769482775,Iris-versicolor
+7,5.9441583165087915,2.2863459512049116,4.036073989854424,1.0313980745166786,Iris-versicolor
+8,6.677278314923231,2.9363460430466244,4.734190331644538,1.5458198727511043,Iris-versicolor
+9,7.540266744621637,2.985429807076272,6.60167037101558,2.0681806927417457,Iris-virginica
+10,5.01140943477677,2.0,3.627712679804314,0.9154218292828277,Iris-versicolor
+11,5.0202915907405865,2.0,3.202097056304155,1.0984667767822296,Iris-versicolor
+12,4.763319769163704,3.2688718468350477,1.5479463679696719,0.20444290633900136,Iris-setosa
+13,6.884344893754663,2.5336648387944822,6.1270396720941225,1.8254976085823786,Iris-virginica
+14,4.986425987106628,3.6198085605246897,1.3724118236452563,0.20477344984500906,Iris-setosa
+15,5.504913926957318,2.4254387120451337,3.889538087182871,1.1961782397201666,Iris-versicolor
+16,4.82623774386028,3.4034735491403874,1.8236275107269138,0.2024955653452263,Iris-setosa
+17,7.654660924242872,3.0,6.518243211607606,2.1450430231248303,Iris-virginica
+18,5.695935076517506,3.0,4.377147952348936,1.4475120022356631,Iris-versicolor
+19,5.9620996837872395,3.4078862503200718,4.4779254018836845,1.589160656553185,Iris-versicolor
+20,4.859060982832564,3.391567093226944,1.6480409900470963,0.22368465119501227,Iris-setosa
+21,4.3,3.0,1.113729326739132,0.1,Iris-setosa
+22,5.821107020873084,2.9423850952090236,4.567345522067568,1.431068091336034,Iris-versicolor
+23,6.1135155038418665,3.0,4.784339732556083,1.627286303518623,Iris-versicolor
+24,6.465363914216251,3.2151027388017543,5.136282078959433,2.1054561148461195,Iris-virginica
+25,6.3712449937739795,3.2536668325453197,5.323627374376816,2.321815048836598,Iris-virginica
+26,4.814124805728652,3.0,1.40332904611342,0.100000191304218,Iris-setosa
+27,7.899998755392641,3.7087881200849364,6.338995524047459,1.9053145601178316,Iris-virginica
+28,5.298481037102265,3.4017955304611447,1.472781822209928,0.39696388922186704,Iris-setosa
+29,6.1022164314771485,2.5910199357181036,5.4736488316462,1.4248038397645837,Iris-virginica
+30,4.438485044437417,3.0893776787595266,1.3784289222267512,0.20119140518411435,Iris-setosa
+31,6.70884701843172,3.026872999656167,4.855340395174644,1.5766850394258256,Iris-versicolor
+32,6.2932334853494885,2.602903450874444,4.94496260632962,1.7768975131649347,Iris-virginica
+33,7.731843878013254,2.9687682597696203,6.423339711798725,2.2247673418972482,Iris-virginica
+34,5.063202842530731,3.5963304376998075,1.4008563015407398,0.20428041764484695,Iris-setosa
+35,6.274696665260691,3.4046354867655517,5.575079691761881,2.385055655762687,Iris-virginica
+36,5.988970985775001,3.398721490471116,4.554735322296266,1.625577610909545,Iris-versicolor
+37,5.216628270280667,3.369687679451192,1.5845873929420595,0.4730599147149768,Iris-setosa
+38,5.236111040641262,3.392278359431572,1.4364227600441783,0.20855459629679973,Iris-setosa
+39,5.528635454033365,2.5023074092092,3.8643647137377743,1.1340178485857413,Iris-versicolor
+40,5.013789274656293,2.0,3.3881723149437146,0.8588358158520729,Iris-versicolor
+41,6.474723292755299,3.208333388462471,5.388554456837323,2.2887394125427782,Iris-virginica
+42,6.692991299040211,2.9903997959895774,4.918348302940381,1.6660492083717138,Iris-versicolor
+43,5.770497730107155,2.782960867691226,5.078198747246114,2.3820876070931627,Iris-virginica
+44,5.1790835664021895,3.7367829440847253,1.381765052398837,0.21821051728276508,Iris-setosa
+45,4.988435649103299,2.0000008018339974,3.324372425494599,1.0178790730371805,Iris-versicolor
+46,5.205910644574665,3.407782115807973,1.5871560014889834,0.4955624441956814,Iris-setosa
+47,5.228560546132725,3.745622170766194,1.4526167406950679,0.22072342110415066,Iris-setosa
+48,5.807220864411389,2.6782439723252103,4.1422273342300695,0.9271106306932297,Iris-versicolor
+49,6.185763138697194,2.819137988905273,4.766764591961709,1.7957047903813779,Iris-virginica
+50,5.993434400198538,2.1799850812044617,5.027645613835609,1.4823429156752155,Iris-virginica
+51,6.239685652496822,2.1679763384716066,4.390524151892584,1.501002767792195,Iris-versicolor
+52,5.486286483784259,3.0,4.376146795011068,1.4336628199471444,Iris-versicolor
+53,6.061035013340311,2.281422543126732,4.15881910949242,1.0994828685835625,Iris-versicolor
+54,5.898186548183952,2.8155559519605045,4.6334792064076185,1.247466812813261,Iris-versicolor
+55,6.029710826421868,2.5879817938632854,5.082559441422813,1.6668185460649239,Iris-virginica
+56,6.057347494121549,3.169708683827033,4.802024609610177,1.7429370853556696,Iris-versicolor
+57,5.797861143680938,3.132030050484751,4.706274361162106,1.666843046543922,Iris-versicolor
+58,5.805361959651219,2.697312319203606,5.130635664282266,1.894992107818997,Iris-virginica
+59,6.977773407438054,3.195846307938166,5.557695374406848,2.3058570761929578,Iris-virginica
+60,6.1788807560314805,2.1894829672167373,4.481513822101145,1.4912827568956382,Iris-versicolor
+61,6.198950382093351,2.2947768391444194,5.116204601504917,1.6258375194349381,Iris-virginica
+62,6.328509367218902,3.1779207236269995,5.258201168179238,2.2030920938168004,Iris-virginica
+63,6.19849598525731,2.811409535709065,4.766129003233467,1.7900461971980817,Iris-virginica
+64,5.52310955996161,3.0,4.583452156820249,1.5220455271158981,Iris-versicolor
+65,5.192632230795923,2.5472026282523603,3.53829889441921,1.3023832034531557,Iris-versicolor
+66,4.971826278577543,3.193859274680576,1.5459403663052529,0.1,Iris-setosa
+67,6.038018041270831,2.318992694544334,4.366452229914208,1.313732272416432,Iris-versicolor
+68,5.8006834471880975,2.8368883597017716,4.579051390944696,1.3157843467596697,Iris-versicolor
+69,6.959324990048803,3.1619468686049617,5.5471304340231935,2.1505029036069647,Iris-virginica
+70,7.552140968157058,2.700419878025266,6.558163294059382,1.9933472675109756,Iris-virginica
+71,6.552855893944536,3.021622902388877,4.490733185554646,1.4496186015701342,Iris-versicolor
+72,6.828968385960438,3.03713552338807,6.233517685246363,2.2387353894072755,Iris-virginica
+73,5.587298408597066,2.92570997854753,3.9031833848207245,1.3068939855785047,Iris-versicolor
+74,5.026990550403936,2.0000014390595267,3.5907768792892463,0.921391767548003,Iris-versicolor
+75,4.554669779378848,3.0525970648739147,1.5025896427371224,0.20499207494518457,Iris-setosa
+76,5.136943824217861,3.512690046970007,1.40269083176811,0.20065734616984118,Iris-setosa
+77,4.3,3.0,1.1297565195051265,0.1,Iris-setosa
+78,6.671583370117973,2.9099588603611153,4.78314532266441,1.5405213596356622,Iris-versicolor
+79,4.300000629712795,3.0,1.07851971581626,0.10000012986590684,Iris-setosa
+80,4.963047611453219,3.373197609928036,1.6344020394066505,0.48904040148799727,Iris-setosa
+81,5.6547583809224875,2.9510595082511615,3.714807315620582,1.2155725781971576,Iris-versicolor
+82,6.309552641392384,2.911902094595112,4.722583705485517,1.485724990004935,Iris-versicolor
+83,4.437011847505161,3.188317885055347,1.3672971404399694,0.20793069245693477,Iris-setosa
+84,4.587145896314899,3.0,1.4470666333171276,0.2049176516787773,Iris-setosa
+85,5.032373142423765,3.5854780886880366,1.3574787529242212,0.2000239466166949,Iris-setosa
+86,7.221335506014602,3.044576784067626,5.103343334372131,2.321813555436274,Iris-virginica
+87,6.284602635265023,3.4040440021596616,5.610342737508554,2.398326578418449,Iris-virginica
+88,6.198489035535585,2.7896602259783387,4.804361307513784,1.7705626812773423,Iris-virginica
+89,5.143008666088746,3.3618921207598227,1.5488298409174683,0.5447708662513558,Iris-setosa
+90,4.3,3.0,1.1051953014517775,0.10000014914881428,Iris-setosa
+91,4.929912885531197,2.0,3.565362311207311,0.9682644443848533,Iris-versicolor
+92,6.016893015660079,2.8539756117146595,4.537656070848285,1.5019316638269418,Iris-versicolor
+93,5.269929347346347,2.8577730508658976,4.137701779345033,1.467402145457363,Iris-versicolor
+94,6.3545568581127565,2.990959096747056,5.728000423686733,2.1468646377426523,Iris-virginica
+95,7.688624422635298,2.9606134005441187,6.624356946504918,2.1257513692879173,Iris-virginica
+96,4.8135680604154745,3.387780942391187,1.838937949674913,0.20025460454840024,Iris-setosa
+97,7.9,3.9071889635642005,6.428182666949943,2.0568240430256197,Iris-virginica
+98,6.868444344288311,3.1933530866198963,5.759272997678473,2.3010697798592266,Iris-virginica
+99,5.540397958516817,2.4508268495418957,3.7694802322048853,1.068724073584859,Iris-versicolor
+100,5.4037291842721595,3.848929090850983,1.2858696374516028,0.34630093091975067,Iris-setosa
+101,7.688897314861147,3.0,6.35559466516702,2.2007212818054027,Iris-virginica
+102,5.952678713329448,3.4335214217657537,4.426354775065505,1.5936461891976659,Iris-versicolor
+103,6.678694306218897,3.0,4.921807385323161,1.6764635040733649,Iris-versicolor
+104,5.231664252012442,2.507608359924752,3.667484883966547,1.1550686925753504,Iris-versicolor
+105,5.772986549997169,2.7775249187937807,5.1922590382030585,2.364106551056705,Iris-virginica
+106,4.300000939815083,3.0,1.1079591946576606,0.10000011882725471,Iris-setosa
+107,7.676040305628103,3.0,6.636833181413361,2.116826840581519,Iris-virginica
+108,4.555226425865903,3.655026136231234,1.0,0.20012823943821176,Iris-setosa
+109,5.699028003941446,2.5827844153687725,4.124240332730126,1.066479353635159,Iris-versicolor
+110,7.660944723620261,3.0,6.6646557957725525,2.053876898490599,Iris-virginica
+111,4.902820490733106,3.519909855123985,1.48802875160728,0.19784965108220892,Iris-setosa
+112,4.876235712475846,3.478837091161488,1.6426749529882028,0.20724276677912168,Iris-setosa
+113,4.8672127503946365,3.0,1.5534599762677894,0.2121294186724785,Iris-setosa
+114,6.697763185173604,3.03623159642054,4.820948038666712,1.5567334114280398,Iris-versicolor
+115,6.085013545574271,2.745897674805207,4.9488359426919235,1.8177939508880048,Iris-virginica
+116,6.100087403331535,2.7596844547630384,4.71990617717327,1.1532536169878895,Iris-versicolor
+117,6.727357897804088,3.106074908302773,4.81927387296668,1.5721753910589868,Iris-versicolor
+118,4.6323988699462015,3.2007453541376067,1.4340545677253231,0.20151359252132417,Iris-setosa
+119,4.95494510257005,3.0,1.5548894652116148,0.204779630049084,Iris-setosa

iris/tab_ddpm/1_0/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.141703742902832,3.317424851352684,1.7212579930575669,0.5802248659376732,Iris-setosa
+1,6.253367736173249,3.38882717892332,5.505231465460294,2.3520737563803165,Iris-virginica
+2,6.296457195032608,3.288801926359412,6.032827053249389,2.499999766507654,Iris-virginica
+3,5.726281735658391,2.8915034269917887,4.293117972822385,1.2987669774259984,Iris-versicolor
+4,5.167136206684554,2.4739418425832467,3.064379949475218,1.1839194101625008,Iris-versicolor
+5,4.875206899468345,3.0937001277805143,1.503015786370043,0.10000013626172766,Iris-setosa
+6,4.808018804021278,3.0,1.4443990665824389,0.10000010216896443,Iris-setosa
+7,4.758822464727203,3.0,1.3324720705897604,0.1,Iris-setosa
+8,5.780472091071903,2.7044302141373673,5.100790483907065,1.9026667682022111,Iris-virginica
+9,5.520281558762606,3.0,4.537471684746243,1.482415610322246,Iris-versicolor
+10,7.341697702037629,3.0633741827336203,5.603957652303287,2.2992215428490166,Iris-virginica
+11,6.025077823118201,2.225979985438568,4.993198485596208,1.4891037190825278,Iris-virginica
+12,7.4862728479492935,3.0,6.564950542770493,2.0799871868399102,Iris-virginica
+13,5.663607942672832,2.8117483151228804,4.320925874535483,1.2863236625068404,Iris-versicolor
+14,4.30000097293764,3.0,1.1105210169113933,0.10000023242225857,Iris-setosa
+15,5.087036395380132,3.831216063730948,1.8442586203019995,0.2016019567841177,Iris-setosa
+16,7.8999984579848626,3.798817978300947,6.377655066449428,2.0031274708799507,Iris-virginica
+17,4.842212982852648,3.0037728181440064,1.4423497992140233,0.10000009590314093,Iris-setosa
+18,5.779797307699845,2.7034718811944356,5.131873292097115,1.9857165547137496,Iris-virginica
+19,5.766788318841001,3.1170997482763307,4.630066803266108,1.60586228405146,Iris-versicolor
+20,5.841253940550866,2.966427072531042,4.287491964948525,1.3479284521080714,Iris-versicolor
+21,7.7027891252603276,2.6271342470595425,6.899998224013975,2.307173434982562,Iris-virginica
+22,6.2839729827784145,3.29867087090019,5.921076194654813,2.49999962944902,Iris-virginica
+23,6.994982449740754,3.2263050308365013,5.933673811990618,1.8855423638106124,Iris-virginica
+24,5.77389525370687,2.866641689504978,5.127036908468285,2.448617474191925,Iris-virginica
+25,6.605614433285054,3.0,5.942265486989963,2.25892278601007,Iris-virginica
+26,5.984382954074264,2.274163170406336,4.186895766610668,1.1130563511737233,Iris-versicolor
+27,7.9,3.8521461163940636,6.392840904440868,2.0029210461602034,Iris-virginica
+28,4.817110394848209,3.0,1.4171193261610437,0.10000009635665777,Iris-setosa
+29,6.705122727451223,2.98915641573676,4.846267707337806,1.5102010307475924,Iris-versicolor
+30,5.894798143987472,2.2694493999070433,4.056085018575501,0.9668143037025034,Iris-versicolor
+31,6.701935810808172,3.0,5.031800597207153,1.7290021119051027,Iris-versicolor
+32,5.379117264622384,3.9492823893924562,1.2338829496173793,0.44776542400881614,Iris-setosa
+33,5.445763670113513,3.5852527082465686,1.4916916838564933,0.25537837996253476,Iris-setosa
+34,5.026997554316453,3.2829952042241017,1.757124660089383,0.4974713190749084,Iris-setosa
+35,6.4859807373766385,3.1081963609500303,5.0263658864345775,2.1028682831041645,Iris-virginica
+36,6.047606952975497,2.6092860053369753,5.567864403909191,1.4090730502833457,Iris-virginica
+37,6.137363456699864,2.8370688839858973,4.712837462149607,1.3072913117207916,Iris-versicolor
+38,5.0381778492904195,3.7163354040716525,1.40256095728395,0.22014828204468354,Iris-setosa
+39,4.781938966778612,3.390166249196096,1.6725228933718301,0.20203257225185473,Iris-setosa
+40,5.143168440201532,2.695475121973876,3.922022448325522,1.4211824405530782,Iris-versicolor
+41,6.2823447508234835,3.2922507589842844,5.960443420188589,2.5,Iris-virginica
+42,5.611854449916219,2.49507640968572,3.9262712645178093,1.082561874941988,Iris-versicolor
+43,5.015123479431665,3.550010681024822,1.4107152680610116,0.19435722127002625,Iris-setosa
+44,4.890139557022412,3.062260272978421,1.4925151732264565,0.1,Iris-setosa
+45,4.9637240398373335,2.0,3.474959577720999,0.6863774014697273,Iris-versicolor
+46,5.291605658190806,3.6885831347640248,1.4845053565218402,0.23752423347821894,Iris-setosa
+47,4.3,3.0,1.098486642368,0.1,Iris-setosa
+48,4.80658570254793,3.410179339292793,1.8182624952086328,0.20094706897713854,Iris-setosa
+49,4.983452641023837,2.0,3.2299321600307085,0.9231981332831608,Iris-versicolor
+50,4.96516573347927,2.0,3.5720548774818712,1.0036068982453628,Iris-versicolor
+51,5.657008543590513,2.8907192871353726,4.095488052894572,1.3532206838854066,Iris-versicolor
+52,6.769029205908688,3.1315558659034726,5.0955080933590295,2.2952048852017195,Iris-virginica
+53,5.941469115125196,2.7059260536915937,4.559935959114307,1.11188016260909,Iris-versicolor
+54,6.262945697777397,3.2937964066567083,6.0084587631356925,2.4999997623422408,Iris-virginica
+55,6.615563679560164,2.4695550296082143,5.708741180968856,1.8049710326775028,Iris-virginica
+56,6.081863683861983,3.382905914832259,4.585267588988838,1.6083414499316793,Iris-versicolor
+57,4.3,2.9550250826738207,1.077692279219763,0.1,Iris-setosa
+58,4.813470883091758,3.424875221351252,2.012601050354637,0.19521157103461934,Iris-setosa
+59,6.567226668861818,2.956053075680945,5.885016370876549,2.08028819765749,Iris-virginica
+60,6.346846363996647,3.294450532737621,4.65592919873638,1.586617750515242,Iris-versicolor
+61,6.150664019858503,2.211312073284023,4.451650766458678,1.441544390173023,Iris-versicolor
+62,7.006595263337626,3.0434958027174197,5.034271992089178,2.297341355714616,Iris-virginica
+63,4.720043573556688,3.360657927598562,1.5548372895289757,0.1937316420947096,Iris-setosa
+64,6.726618112737291,2.5097431929102165,5.75676617830825,1.8258187792630702,Iris-virginica
+65,6.326012695429135,2.5706999549043306,5.579120466188947,1.5582759775653972,Iris-virginica
+66,6.724967467092417,3.0,5.024777783498061,1.700730215295655,Iris-versicolor
+67,6.434395600753487,3.2302671036785675,5.107201958609973,2.0893262615454975,Iris-virginica
+68,4.963624763428798,3.4063242051299514,1.754672378533156,0.304810290166815,Iris-setosa
+69,6.028261566970923,2.5881603801896067,5.572026273631397,1.3713932447041863,Iris-virginica
+70,6.320709677493631,2.5096130005502046,4.977474158721827,1.899663074353322,Iris-virginica
+71,6.281146694355769,2.4796067522747056,4.954757981585567,1.7948902388805872,Iris-virginica
+72,4.410292114030099,3.137878048365885,1.2998726760802624,0.20725859127394977,Iris-setosa
+73,7.899998767287336,3.818717664306705,6.377198754969503,1.9878247708706278,Iris-virginica
+74,5.8654931929434575,2.83998790316734,4.610320232616788,1.289136073734239,Iris-versicolor
+75,5.810881042333126,2.8464366110325243,5.091903037149911,2.4767768850511285,Iris-virginica
+76,4.596004085758924,3.6598193289435814,1.0,0.21067916995047278,Iris-setosa
+77,5.670012829340877,2.885711593404505,3.821913218476189,1.2273754724110046,Iris-versicolor
+78,6.646777332245923,3.0,4.972588823819012,1.7150337255180337,Iris-versicolor
+79,5.756135168253128,2.7191599665957438,5.084920101826003,1.954226742817801,Iris-virginica
+80,5.096113607985558,3.1886333520950894,1.683333957092756,0.26596056842794724,Iris-setosa
+81,6.706937656306737,3.019067752120194,4.873103181147341,1.574243148481497,Iris-versicolor
+82,5.498893372455022,2.761019780494046,4.222535000657488,1.4251646731217356,Iris-versicolor
+83,5.656657351495517,2.598105681799843,4.2112388818073665,1.2421345657853111,Iris-versicolor
+84,5.782039736135143,2.718497924405578,5.099971750363612,1.9786127653029266,Iris-virginica
+85,4.5083018757760716,3.2024459162667323,1.357083730888514,0.193710586981992,Iris-setosa
+86,6.010161748511745,2.244079084258139,4.983706143374532,1.5071124609712416,Iris-virginica
+87,4.828231061558225,3.4047926529882457,1.7970964237578937,0.20521554609293313,Iris-setosa
+88,6.044736139042148,2.3141032857499626,5.001751663634986,1.556465850575639,Iris-virginica
+89,5.909115478064414,3.2102953983125415,4.808627264228759,1.7447935876946017,Iris-versicolor
+90,5.1666758994694195,3.7843561540334023,1.518722856325975,0.21273494133008855,Iris-setosa
+91,5.648985731317493,2.9168448620878813,4.459989844876086,1.3102975673179877,Iris-versicolor
+92,4.770052455667856,3.4028820097558037,2.0255672761014867,0.20195830292050196,Iris-setosa
+93,5.4962320008900525,4.199999244650003,1.4072720059648673,0.20103822182697154,Iris-setosa
+94,4.594886830831383,3.6254727261417274,1.0,0.19482436813261791,Iris-setosa
+95,6.308045786372952,3.27972696036719,5.971131145155517,2.499998802005437,Iris-virginica
+96,5.038316689870715,3.3622911637575026,1.8088686581236697,0.6062620417414091,Iris-setosa
+97,6.098954874008294,2.2641717108555355,5.000588821686859,1.5625143969935589,Iris-virginica
+98,5.131707177291379,3.3025121263429407,1.5650620390780796,0.25842129341386605,Iris-setosa
+99,5.791858061157179,2.819406074191759,5.247270362855122,2.4111404875025904,Iris-virginica
+100,6.684176667650853,3.0,4.993704580719712,1.6735720963564085,Iris-versicolor
+101,5.615217472330995,2.903104934333636,3.69648129548061,1.2634765250148157,Iris-versicolor
+102,5.047511060718855,2.5945469929371834,3.7372302924770286,1.3719037451225913,Iris-versicolor
+103,6.093750057992934,2.5727676205337637,5.5389871748002815,1.4282344050841,Iris-virginica
+104,5.527260623000603,2.5552194208425676,3.808104474749255,1.202829044654704,Iris-versicolor
+105,4.773623216741923,3.0,1.4126714795884798,0.27436910497138783,Iris-setosa
+106,5.743586651006004,3.0,4.286103755820141,1.2811456925452167,Iris-versicolor
+107,5.527250726424781,3.0,4.295964810170896,1.4127764264924132,Iris-versicolor
+108,6.737515124847479,2.50473169166874,5.901739352359866,1.821044277824196,Iris-virginica
+109,5.050015402178107,2.0,3.5091469432325493,1.0031868095505356,Iris-versicolor
+110,5.792677455998325,2.813492604635597,5.128971755365231,2.4091656329406588,Iris-virginica
+111,6.699974632874147,2.995437799659208,4.620615566905521,1.43772788742594,Iris-versicolor
+112,5.933258391499396,2.943578062572567,4.417131615202144,1.338537907216701,Iris-versicolor
+113,7.9,3.7389012560205037,6.413057293081481,2.0353336785109124,Iris-virginica
+114,4.571185610143389,3.6799229278608734,1.0,0.20042089157530454,Iris-setosa
+115,7.708819756830454,2.60694364817231,6.9,2.313395273578157,Iris-virginica
+116,5.359394340924841,3.3993652810019825,1.4906352266976004,0.38878474524087936,Iris-setosa
+117,6.708667087471294,2.5038647885116743,5.835139406578962,1.7895192026208058,Iris-virginica
+118,6.285689325790709,2.547582872271553,4.98667551662381,1.9114854272449175,Iris-virginica
+119,7.9,3.8441801974006116,6.375670353349646,2.0467192152529963,Iris-virginica

iris/tab_ddpm/1_0/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.530301382199873,3.137224167750889,5.236692255587782,2.27353994221108,Iris-virginica
+1,6.491765744668554,2.9814419983454563,4.380258402359198,1.382688313979462,Iris-versicolor
+2,5.455473095879054,4.2,1.384487883155296,0.2011377215487065,Iris-setosa
+3,5.072597272392799,3.2058021054174595,1.7344704516624803,0.2714520674414539,Iris-setosa
+4,7.700566040969086,2.6567797274201617,6.899997556328638,2.3035257213629086,Iris-virginica
+5,5.888723040619408,2.8369116701705592,4.581531860359729,1.2626297209313209,Iris-versicolor
+6,5.8220676921369146,3.0886000874090223,4.698954879435352,1.6697763234074434,Iris-versicolor
+7,5.773661400889932,2.6930542399490474,4.092769043067769,0.8847674981875366,Iris-versicolor
+8,6.299085679677367,3.2351050704201656,5.166284084656625,2.1373222254097968,Iris-virginica
+9,4.878734163865456,3.054480448168895,1.4604123602747092,0.1,Iris-setosa
+10,4.806883991735368,3.3683034448629985,1.6796979670222147,0.2060488738504724,Iris-setosa
+11,5.34690854700994,3.87360985122509,1.3011837899611305,0.41690937842499665,Iris-setosa
+12,7.6036850815356996,3.0,6.590790739624244,2.1543808024308686,Iris-virginica
+13,5.837497736616023,2.34171942643556,4.032567433429834,1.1051317873314586,Iris-versicolor
+14,5.438468362022032,3.0,4.477335680126433,1.483167633023935,Iris-versicolor
+15,5.768805138852574,2.658240303595144,3.960074761549137,0.9078711358515691,Iris-versicolor
+16,6.517212106946049,3.0061184661863924,4.9499526039439585,1.7025584950040322,Iris-versicolor
+17,4.806517900106186,3.0,1.4090462692064618,0.2764920853955159,Iris-setosa
+18,5.0312224949659194,3.682303081262669,1.5731761645914046,0.1915695679229253,Iris-setosa
+19,5.337067864420264,3.7597486235150717,1.4257609306311014,0.24388321787356665,Iris-setosa
+20,6.792846652633045,3.151747343216736,5.989220342113319,2.2721587343049574,Iris-virginica
+21,6.280939057997587,2.9535179947246175,4.698886734116273,1.5351199830998319,Iris-versicolor
+22,7.9,3.7105368115555812,6.4174799915069904,2.0273158922616155,Iris-virginica
+23,4.828538267764822,3.0,1.414628373963862,0.1,Iris-setosa
+24,6.226376544902832,3.290095436049885,5.906866753404872,2.4999995567603626,Iris-virginica
+25,4.429965533390901,3.18875800621394,1.3221757019504228,0.20821507051181481,Iris-setosa
+26,4.4237223823219525,3.1793698931617382,1.3516186476831815,0.19867594726088272,Iris-setosa
+27,6.347709482045545,2.9859931833890268,4.5681174529684725,1.3703004901528635,Iris-versicolor
+28,4.630711154039102,3.6370984778125455,1.000000875450314,0.20014205035505273,Iris-setosa
+29,5.825876974534754,2.7697962471990514,4.353410874745509,1.2057561170661713,Iris-versicolor
+30,5.8307622157964065,2.8285997837456707,5.072807430379187,2.3782276301853034,Iris-virginica
+31,6.368432987398709,2.535923378000478,5.4397447986032255,1.7810940626680956,Iris-virginica
+32,5.602920073850049,3.0,4.286121401545087,1.3376898790538019,Iris-versicolor
+33,4.856649744174642,3.0,1.4091888159463035,0.3201775535162874,Iris-setosa
+34,4.650580864930309,3.623648469134847,1.0,0.2003333152277252,Iris-setosa
+35,5.024054640392169,3.0,1.8362747286808545,0.19596080370780955,Iris-setosa
+36,6.230351995847571,3.3420592562094624,5.193232493963546,2.1495633490928716,Iris-virginica
+37,6.023807199224445,2.854714548618191,4.272451784491814,1.296452063087989,Iris-versicolor
+38,6.209372318884301,3.3916564285590813,5.563473041180283,2.3258079702960184,Iris-virginica
+39,5.194803088589739,3.4457234175679345,1.3941921377381692,0.20382556331267832,Iris-setosa
+40,6.165614629717103,2.8756916069020537,4.595457105473572,1.5127820782942987,Iris-versicolor
+41,4.3,3.0,1.1104371968817828,0.1000001135041687,Iris-setosa
+42,5.696012174370392,3.0,4.260253166309244,1.2841475993616807,Iris-versicolor
+43,5.327021274187414,3.0,4.342439785294941,1.481621100401338,Iris-versicolor
+44,6.442219589339475,2.8174524553577607,4.435372468589603,1.5023728453604432,Iris-versicolor
+45,5.252769499445944,2.4619867580679093,3.122037674537517,1.050032493841975,Iris-versicolor
+46,6.506450104653947,2.9854943333079866,4.412773143201549,1.4094938019992034,Iris-versicolor
+47,5.476738960638308,2.429162541552576,3.787413808098402,0.9826473697245671,Iris-versicolor
+48,4.944661366140883,2.0000005407910137,3.678857363310497,0.9761762422102337,Iris-versicolor
+49,4.94707643304622,3.700994587583933,1.4684062546251468,0.19777634415786055,Iris-setosa
+50,5.297577429584761,2.607226363501029,3.4832723010661106,1.1799828204740244,Iris-versicolor
+51,4.3,3.0,1.0776600947586945,0.1,Iris-setosa
+52,7.674189589932208,2.7921863361215857,6.686041468126538,2.0003828484685267,Iris-virginica
+53,4.777597890624087,3.3912615801231403,1.8000295412354455,0.19680104006841864,Iris-setosa
+54,5.895264362209681,2.6827977452908547,5.2658560581030684,1.6257813799541683,Iris-virginica
+55,6.775315704304467,3.0,4.785640300384292,1.4854142355510536,Iris-versicolor
+56,7.535759850370308,3.0102325479875307,6.287324953070635,2.1539775520691564,Iris-virginica
+57,5.71541292972098,3.0,4.2209840876623375,1.21051206696744,Iris-versicolor
+58,6.285344462621678,3.4399158215857284,5.607206115685896,2.3975944429034657,Iris-virginica
+59,7.698506819637331,2.766498510034282,6.721811798281831,1.9607720964340662,Iris-virginica
+60,4.933715803669666,3.1168212716038903,1.497047514297665,0.1,Iris-setosa
+61,5.147467251860952,2.5379522717979044,3.3915736080909413,1.1635093621134427,Iris-versicolor
+62,6.299379321168032,2.8001110349950586,4.596612502389791,1.3943939463162427,Iris-versicolor
+63,5.5201134593742465,3.00682775592395,4.578066379525686,1.5220262468680825,Iris-versicolor
+64,4.815815672731024,3.4060459954281095,1.80392158264817,0.2023145590658816,Iris-setosa
+65,4.84822780410911,3.0,1.4322433165376027,0.1,Iris-setosa
+66,6.212085789939401,2.6543320749323613,4.557012354746143,1.3881127157645623,Iris-versicolor
+67,5.060235329353637,3.635431820622885,1.3857054872492376,0.2036258367182462,Iris-setosa
+68,6.015871836023831,2.773318890999471,4.678675033407913,1.2466143297899692,Iris-versicolor
+69,5.778791335554029,3.1498481250056467,4.735640936278917,1.6764694239974771,Iris-versicolor
+70,7.5612221479979596,3.025790126213697,6.428048316275581,2.2274668189105795,Iris-virginica
+71,5.468578771524071,4.2,1.3878654512239175,0.21945701187628386,Iris-setosa
+72,5.43724967202077,3.838337926779274,1.381700102758852,0.3005863938140102,Iris-setosa
+73,5.085121887209158,2.0000033750163575,3.579113599899316,1.0624546360654215,Iris-versicolor
+74,5.523766165089546,3.655256230944624,1.4869420656883678,0.2748977980079103,Iris-setosa
+75,5.979753680975459,2.8886511522410703,4.6588324246020125,1.3155808130561333,Iris-versicolor
+76,5.002078174831588,2.000001184590556,3.3603432192454323,1.0290178784612365,Iris-versicolor
+77,7.72871608659101,2.6149601761,6.899998839419703,2.3215735972716183,Iris-virginica
+78,5.797763805384752,2.7495137853501936,5.11457461735973,2.207303487323068,Iris-virginica
+79,5.427095302407695,3.0,4.419474762136165,1.4759761494425274,Iris-versicolor
+80,6.7517885168785305,2.8433426934719894,4.7729265813893855,1.4586421751048892,Iris-versicolor
+81,5.645340692964263,2.480181370573405,3.8197398831543388,1.0581051702419515,Iris-versicolor
+82,5.210197163371733,2.5161131786340976,3.5945937721511174,1.2375207126168943,Iris-versicolor
+83,5.720002568895082,2.7633563598910182,4.100308074649001,1.0614510539967208,Iris-versicolor
+84,4.984296041171103,3.0,1.5779440745797813,0.22989357676573965,Iris-setosa
+85,4.3,3.0,1.0863359527404446,0.1,Iris-setosa
+86,5.86206069658589,3.145743787107982,4.734381574892611,1.68105208194524,Iris-versicolor
+87,6.041265240993197,2.2138544229083856,4.000524283855438,1.020247383914311,Iris-versicolor
+88,4.631265551356948,3.1514016846087642,1.3866808435705917,0.20900663370718314,Iris-setosa
+89,7.899998438436006,3.7356497837083964,6.365140640194322,1.973375074574558,Iris-virginica
+90,6.61667389409043,3.143173142711159,5.135592105250424,2.2837464534472938,Iris-virginica
+91,5.724707623503575,3.131036960994609,4.693480767380034,1.6688725023377238,Iris-versicolor
+92,5.658570982608359,2.726884823579284,4.357283617113168,1.252695632865276,Iris-versicolor
+93,5.295816202883208,2.568856581764509,3.835105070867185,1.355447165583689,Iris-versicolor
+94,7.727643166691659,2.7936893231427606,6.719896575229413,1.9944429694308505,Iris-virginica
+95,6.785226274185806,3.1334725102797956,5.140476610496388,2.2556320224143978,Iris-virginica
+96,6.687734045823113,3.1440910218453513,4.780810064594622,1.5666724307946729,Iris-versicolor
+97,6.308943732139946,3.3790724552450655,5.580250896454791,2.3872197493608884,Iris-virginica
+98,4.385045150021595,2.8598984318421827,1.390171912871492,0.19800915526754537,Iris-setosa
+99,5.8906585109513925,2.129548658924179,4.925703602789484,1.4223704605333922,Iris-virginica
+100,6.984386978646439,3.2148868778019555,5.8707879744996685,1.8329333981268225,Iris-virginica
+101,4.660367397182462,3.072454996151393,1.4431023232938751,0.2103067323775588,Iris-setosa
+102,5.812752687638497,2.7851954886257455,5.222451985829867,2.4292154928534946,Iris-virginica
+103,5.157177552760079,3.5115648155287764,1.3901485608219042,0.20605322816781851,Iris-setosa
+104,4.953968741629671,2.0,3.362879599058476,1.0585423278174915,Iris-versicolor
+105,5.205357907721754,3.688068315450008,1.380929107284115,0.21392588709253366,Iris-setosa
+106,6.680755255915031,3.0730265652942896,5.112221967562569,2.2445677708246983,Iris-virginica
+107,5.648036346859843,3.0,4.566729686482418,1.540195081998045,Iris-versicolor
+108,7.707426753597059,2.875078427696309,6.684917343563623,2.070333696182475,Iris-virginica
+109,6.047062099930541,2.191421259828286,3.991747879962815,1.0099247551816237,Iris-versicolor
+110,6.228414647916515,3.2816015392571565,5.91216015444808,2.4999997320878946,Iris-virginica
+111,4.300000783029628,3.0,1.0973196002175363,0.1000000911478885,Iris-setosa
+112,5.748678109473012,2.7995423771097214,5.121920979618807,2.3972115283908235,Iris-virginica
+113,5.025498718272367,3.0,1.6305404582381988,0.19349298883267202,Iris-setosa
+114,4.469395642757521,3.225008288199312,1.3705296990724505,0.19372094286301783,Iris-setosa
+115,5.023900270112717,3.6133222784507044,1.3755396089971696,0.19860662977774743,Iris-setosa
+116,7.69484850146912,2.758699649987328,6.714435783355039,1.9713527544231373,Iris-virginica
+117,6.242805472372838,3.30036119484905,6.022196439211487,2.5,Iris-virginica
+118,5.0243300388097705,2.0,3.590907231555872,0.8882240843605715,Iris-versicolor
+119,6.327243797922662,3.3275744371244644,4.691813669281718,1.6002022119176404,Iris-versicolor

iris/tab_ddpm/1_0/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.7974668879983655,2.671298633901258,5.075283682441171,1.8889569694220738,Iris-virginica
+1,5.023779551235509,2.0000008442407693,3.4818325132226082,0.8650863189680993,Iris-versicolor
+2,4.492448284164685,2.9956093110757998,1.4397159877234547,0.2028948760206636,Iris-setosa
+3,5.797083915972046,2.6793811212512,5.092163352433057,1.8494419922328384,Iris-virginica
+4,6.204192901544182,2.331783825292476,5.051028035340396,1.8646843776543578,Iris-virginica
+5,5.022569548321423,2.000000792745394,3.5462577370690918,1.0041288075456039,Iris-versicolor
+6,5.625371018600594,3.0,3.8975895885916385,1.300502366608703,Iris-versicolor
+7,5.542560181626255,3.719186183954124,1.4495322114168707,0.3667173481088595,Iris-setosa
+8,4.755123173194917,3.0,1.3758067009444928,0.26098747821186546,Iris-setosa
+9,6.0697262848456095,2.2770099958221515,5.06617354215823,1.5329094439839126,Iris-virginica
+10,7.670003219200371,2.6008255788888865,6.899998432164791,2.25050795709629,Iris-virginica
+11,4.300000602698818,3.0,1.1036491679309475,0.10000012710014332,Iris-setosa
+12,6.982417014444129,3.1994062464610042,5.902552612974704,1.7950907994831367,Iris-virginica
+13,4.847002024176923,3.456451773950854,1.592044094816504,0.20076147646153383,Iris-setosa
+14,6.467828458787652,2.7636393279866733,4.574960330349281,1.3943555507659435,Iris-versicolor
+15,5.972890753864064,2.751128183058835,4.534117304722266,1.1118807409622806,Iris-versicolor
+16,7.674568960315344,2.605429895729861,6.899998511871635,2.3018492947327975,Iris-virginica
+17,6.248052197707793,3.317999172801181,5.919409552326758,2.5,Iris-virginica
+18,4.300000612307541,3.0,1.0952041655287064,0.10000013343794911,Iris-setosa
+19,7.699500791314366,2.6023520790595622,6.9,2.264561861841168,Iris-virginica
+20,6.682235489378506,3.2323965315012746,5.49833885530775,2.3038607833378992,Iris-virginica
+21,5.2092570987027,3.409300488347912,1.3769386698946962,0.2011687582762296,Iris-setosa
+22,4.800025761027546,3.0,1.4020610850355475,0.1,Iris-setosa
+23,6.682046373852082,3.141087642871082,4.745938962759045,1.508264730251302,Iris-versicolor
+24,6.219079024714553,2.259549136024231,4.440756693140648,1.4751195769615817,Iris-versicolor
+25,5.029762948213158,3.239032561988613,1.583356213669551,0.43723868127986687,Iris-setosa
+26,6.70308908141303,3.182904253484839,5.665083898198521,2.302508471255568,Iris-virginica
+27,5.015131474148068,2.000000468145479,3.1613362592922662,1.0631200812384318,Iris-versicolor
+28,5.781021490783294,2.707598202689717,5.071746323275355,1.960046259040308,Iris-virginica
+29,7.743777646130103,2.59744970359179,6.899998994445477,2.3097442224321636,Iris-virginica
+30,6.166759508834767,2.767204130120707,4.8379878245990495,1.8133841336562662,Iris-virginica
+31,5.357735679486356,4.006215312520396,1.2364810396137558,0.593361367663291,Iris-setosa
+32,6.699186439985768,3.0306499720538365,4.9621889790698575,1.6742045328849398,Iris-versicolor
+33,7.715386033521913,2.607325491957979,6.899998645279676,2.269452583089649,Iris-virginica
+34,6.167668080866507,3.402477971868614,5.396986802704826,2.294257561597061,Iris-virginica
+35,4.7841729177928665,3.0,1.4305791215106414,0.25378411535518164,Iris-setosa
+36,4.921383812152761,3.1144692435304013,1.5073066898424292,0.1,Iris-setosa
+37,6.5463326150681045,3.027406454987493,5.635109097213217,2.0278159933399853,Iris-virginica
+38,5.072274429006891,2.0000009604907767,3.6093181958594776,1.0679004767913847,Iris-versicolor
+39,5.780879208355359,2.7155338293311764,5.0969218542852515,1.9048025331824112,Iris-virginica
+40,4.534224451759621,3.1455164584744724,1.3821744432203245,0.19873308798561062,Iris-setosa
+41,5.071629487464599,3.6831948072552265,1.4771392468310123,0.20577865166183693,Iris-setosa
+42,4.841853810503177,3.0,1.460532556886693,0.24795527901040185,Iris-setosa
+43,6.164013547967807,2.5977002137751777,5.620761305112332,1.520479239292963,Iris-virginica
+44,4.3,3.0,1.080514644686827,0.1,Iris-setosa
+45,4.30000093099878,3.0,1.1004430576156283,0.10000019164900535,Iris-setosa
+46,6.1199672997358,2.5903613230041365,5.64066323789534,1.4240311384276776,Iris-virginica
+47,4.3,3.0,1.0872192542185297,0.1,Iris-setosa
+48,6.270234626036464,3.3641644445985586,5.371147160376583,2.284876731894225,Iris-virginica
+49,4.774378479154979,3.4007526237684864,1.662202618005759,0.20062470261066825,Iris-setosa
+50,5.4978083959978346,4.2,1.4070429371070285,0.21178422417934273,Iris-setosa
+51,6.206682902276275,3.3804870163753686,5.368579407217759,2.301259309461527,Iris-virginica
+52,4.946944985786739,2.0,3.634257753936861,1.0067169089867576,Iris-versicolor
+53,5.577372214560176,3.725006535018987,1.721813713949086,0.2729819787318948,Iris-setosa
+54,6.294520809425997,2.655886239867335,4.951361466312064,1.843458537918636,Iris-virginica
+55,6.318841990673416,3.3052370083911304,5.887355985139049,2.49999953733218,Iris-virginica
+56,5.804576716531961,2.8779295540578587,4.399493289962717,1.3816658567774192,Iris-versicolor
+57,7.672123369539282,2.5756489638500017,6.899998933441606,2.2982369546520482,Iris-virginica
+58,6.977037216856614,3.2303720093157207,5.744460050955496,1.8506464142213495,Iris-virginica
+59,5.040647350951558,3.0,1.7722019641714175,0.19881820196779115,Iris-setosa
+60,5.768536559454915,2.688612665894364,5.096454183996654,1.9043985069602853,Iris-virginica
+61,6.305880797694684,3.3213809627210598,6.001828496944108,2.5,Iris-virginica
+62,6.300842742900454,2.6928856852916394,4.896447985383779,1.8316166960557676,Iris-virginica
+63,5.011974300741339,3.6469627975947114,1.419189535750879,0.20241484374620283,Iris-setosa
+64,7.678406409180524,2.758638343627005,6.696461791983616,1.9650889583467261,Iris-virginica
+65,5.137449048899865,3.791267032329475,1.6246514074072897,0.20296407288918175,Iris-setosa
+66,7.001251329624829,3.157322057537516,5.909858732071808,2.3136086791587167,Iris-virginica
+67,4.3847966769092706,2.869326191261421,1.3808845131642948,0.18683147011735302,Iris-setosa
+68,5.532394394731174,4.2,1.4171491235803424,0.21782179059114526,Iris-setosa
+69,5.657233054735376,2.8512396696138342,4.229397586462774,1.3530027193010623,Iris-versicolor
+70,4.5890152184473045,3.1730368560723385,1.4190722811746659,0.2109217083986864,Iris-setosa
+71,5.787995094877165,2.653261135540385,5.085600535580993,1.845433993202979,Iris-virginica
+72,4.665472367619364,3.3330776836134266,1.5116401752887922,0.20063106544734152,Iris-setosa
+73,5.9980755504509675,2.985252826119149,4.483642768624112,1.362399386307935,Iris-versicolor
+74,4.765991164249548,3.0,1.3673203093572885,0.10000012265438071,Iris-setosa
+75,7.676411639934673,3.0,6.442656341097622,2.150320559619564,Iris-virginica
+76,4.377680892513404,3.1619198088429745,1.2789752077947099,0.2022296294830716,Iris-setosa
+77,4.41650853024227,3.0,1.3976467099216299,0.2137359098495681,Iris-setosa
+78,6.571326719169905,2.8208786094342386,4.759018390141174,1.4810813072027167,Iris-versicolor
+79,6.252044918454107,3.493472176977983,5.487289832808276,2.3413887402365203,Iris-virginica
+80,6.353194112439563,2.525327408696209,5.017625895818283,1.875265561045779,Iris-virginica
+81,5.008272157341988,3.0,1.645473555556652,0.19881047204894864,Iris-setosa
+82,4.754070113702097,3.0,1.3631873554696505,0.280316898103574,Iris-setosa
+83,5.14345868345474,2.5221936681448383,3.6500549907907582,1.245505937301636,Iris-versicolor
+84,6.28943670583731,3.295749748598621,5.938353861816083,2.4999996401098725,Iris-virginica
+85,6.317006250116708,3.2949596870916693,6.0510147007507396,2.5,Iris-virginica
+86,4.544832110058038,3.2055529899287207,1.41860493056688,0.19344924161345667,Iris-setosa
+87,7.216910850980841,3.2102896584885365,6.088010589298431,1.7753665575555764,Iris-virginica
+88,6.931413900393607,3.1297272461223042,6.065287369161276,2.2969566058930333,Iris-virginica
+89,5.843040909713219,2.8317686419122436,5.1327838708953415,2.4347141355816264,Iris-virginica
+90,5.008826678942643,2.0000005716233313,3.6531014610290615,1.0048929032464589,Iris-versicolor
+91,7.9,3.783061402058543,6.444766568464917,1.9595113468290228,Iris-virginica
+92,7.65451598827906,2.622106746471496,6.899998537132525,2.2942006368956838,Iris-virginica
+93,6.333128766165494,3.3349131899098023,5.991003293486531,2.5,Iris-virginica
+94,5.799546156540701,2.9553008166007597,4.178474878316712,1.187143090570046,Iris-versicolor
+95,7.721777522632621,2.59435357293987,6.9,2.3100622727555904,Iris-virginica
+96,7.74400798458054,2.611742869156239,6.9,2.324397647809957,Iris-virginica
+97,6.726971918314367,2.530422523806157,5.851209580334715,1.836003218485748,Iris-virginica
+98,5.117220796274754,2.5481953664646104,3.5235269185455333,1.2656663250190228,Iris-versicolor
+99,7.741079943461434,2.6523541403572812,6.9,2.3025940860508745,Iris-virginica
+100,6.526481920097499,3.1171014244766684,5.641872259643095,2.264956728141912,Iris-virginica
+101,6.00975141319292,3.3955673078671,4.551273607845022,1.5882758155749608,Iris-versicolor
+102,7.582660091119734,3.0,6.3643550132583995,2.182635072707058,Iris-virginica
+103,5.955677629917435,3.433310226921134,4.448865514234302,1.5963314733607743,Iris-versicolor
+104,7.66552588889869,3.0,6.612768776592203,2.0975182158887398,Iris-virginica
+105,4.7254876959877095,3.0,1.3639906652258418,0.27510906027876275,Iris-setosa
+106,7.584552685987599,3.0232703337695495,5.881973132380987,2.300942625511634,Iris-virginica
+107,5.30151101392015,2.5283758584379377,3.7911261754741608,1.3232920000234834,Iris-versicolor
+108,7.899997715219875,3.6052470205456197,6.475792268467613,1.9811101095569927,Iris-virginica
+109,5.961588192727599,2.8908268969536888,4.4147394723870015,1.5032021127625248,Iris-versicolor
+110,5.794839482229781,2.7924420543650443,5.218721339718243,2.401962047691799,Iris-virginica
+111,6.287964031292302,2.773095764599978,4.858926906972758,1.8357406454970826,Iris-virginica
+112,5.680845258770467,2.987874500845839,3.8996262302304494,1.3013012207680366,Iris-versicolor
+113,5.7051359913956485,2.8820433951583655,3.968882171297562,1.0335241809171078,Iris-versicolor
+114,5.668607311624427,3.0,4.552890177557457,1.4999974813802552,Iris-versicolor
+115,5.203874651377242,3.658410854251868,1.3804043012631426,0.2282436851393204,Iris-setosa
+116,4.8446028524419935,3.408058189255671,2.034962868463782,0.20224107550942283,Iris-setosa
+117,7.688471906581305,2.592274228863589,6.9,2.1958036927369493,Iris-virginica
+118,5.946551917362622,2.8926408727946047,4.62851305945321,1.3619291330794587,Iris-versicolor
+119,7.250379742238857,3.1986077145309593,5.946348111239898,1.7560464104865265,Iris-virginica

iris/tab_ddpm/1_0/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.678387568196634,2.368009689028839,3.8277691588386022,0.9508597472519917,Iris-versicolor
+1,6.001185585463562,2.873946382805553,4.391163169445238,1.1480585871711577,Iris-versicolor
+2,5.800830504340202,2.8154104606486587,4.530189019987505,1.1971493705028322,Iris-versicolor
+3,4.974881700586169,2.0,2.8921766533761106,0.9597125859665467,Iris-versicolor
+4,5.4967791224570455,2.8675717161912337,3.6047185931162926,1.3737057248487816,Iris-versicolor
+5,4.5967316563816825,3.6633956688972513,1.0,0.20145980975218422,Iris-setosa
+6,6.757357575016084,3.2046469445299146,5.7082059270388035,1.925092681750589,Iris-virginica
+7,6.154648561794248,2.6173951754289626,5.571359517908925,1.4634680537154898,Iris-virginica
+8,4.519156648832005,3.0985968533312622,1.4455712758714263,0.19389004595558373,Iris-setosa
+9,4.9983991750968855,3.494521344522419,1.4198528161245978,0.20128221171402025,Iris-setosa
+10,7.585609673859337,3.0,6.572787447137536,2.1141671164292273,Iris-virginica
+11,6.304847217970052,2.699657435781629,4.920795560864656,1.7542159291647543,Iris-virginica
+12,5.694258459984335,2.986999675684095,4.151100475716349,1.1821947239007573,Iris-versicolor
+13,4.965743241494809,3.2290701480285886,1.8412253837882055,0.21212695151107677,Iris-setosa
+14,5.5729507033498455,2.475383735422529,3.852025141580374,1.0199378650373048,Iris-versicolor
+15,4.386279271437393,2.8825523321022746,1.4010588420561603,0.18921717713667235,Iris-setosa
+16,7.621012335490215,3.0,6.60940385220361,2.075918911745915,Iris-virginica
+17,5.650905315600541,3.0,3.9590596311725847,1.2260748153161038,Iris-versicolor
+18,6.50958372291663,3.1854724662213902,5.034781386442127,2.068544281481186,Iris-virginica
+19,7.021461978133609,3.1876946088298515,6.01887805255841,2.2615858826021378,Iris-virginica
+20,6.264601203568995,3.3848590452008,5.452332675475561,2.322412526429252,Iris-virginica
+21,5.192363541117658,2.513091718288556,3.585695415972779,1.2451952186031305,Iris-versicolor
+22,5.950976541033686,2.810382560604706,4.586213801045917,1.1653124850415733,Iris-versicolor
+23,6.775927522904405,3.07431722799248,4.7249586465886155,1.508332380689574,Iris-versicolor
+24,5.374707120228198,3.4096766387670296,1.5973903440581338,0.48896949642069676,Iris-setosa
+25,6.181798372355611,2.2199776458856384,4.464974426733286,1.430317519763276,Iris-versicolor
+26,6.502298092979391,3.175018006730206,5.411754159103744,2.2990517944579527,Iris-virginica
+27,5.894344934325012,2.965012024332372,4.597468712756632,1.4737234463400837,Iris-versicolor
+28,6.617692290845097,3.2105944250132796,5.716286753207121,2.2973666046312635,Iris-virginica
+29,5.007351105154704,2.0,3.622960158079271,0.9777725143957057,Iris-versicolor
+30,6.558032629981148,3.0880206642786345,5.544422622828758,2.2771055515116063,Iris-virginica
+31,6.757555507926679,2.509240374882268,5.917314738910363,1.8244125525205614,Iris-virginica
+32,6.246706436980652,2.4647971816222176,5.032447639879403,1.7842638631751346,Iris-virginica
+33,6.334232150392992,2.749884681813796,4.7812354136460975,1.810007559264185,Iris-virginica
+34,4.4366930882701165,3.2185154976309605,1.3418007674663999,0.20031170338026746,Iris-setosa
+35,6.039514787619045,2.181684650134635,3.964467408710922,1.0176584898842835,Iris-versicolor
+36,6.359703563018585,3.287052889298894,4.727447482173641,1.602182966663169,Iris-versicolor
+37,6.657607564026244,2.9337958102097317,4.785688986733531,1.5914216432347486,Iris-versicolor
+38,6.8929068738777985,3.2081183517391514,5.775466455155103,2.305773565399775,Iris-virginica
+39,6.687786796149092,3.1013068547743567,5.089088299454402,2.311384910862351,Iris-virginica
+40,4.688164050194726,3.123620298822446,1.4380533835436102,0.20600278832983032,Iris-setosa
+41,6.3121770411675335,3.292029000476898,6.063628994243262,2.4999995786461873,Iris-virginica
+42,4.77237456498848,3.383283262410203,2.139385901281196,0.2046599447325878,Iris-setosa
+43,6.008599547721626,2.246110838510406,5.051158518719121,1.5109810685721428,Iris-virginica
+44,5.602304087697681,3.693264169241773,1.5881393455286394,0.3004304827469042,Iris-setosa
+45,5.517061624577904,2.505727692929178,3.8761443905464317,1.0828362182416338,Iris-versicolor
+46,5.619672737017815,2.6208064708568215,4.2646830155865025,1.2409552846726752,Iris-versicolor
+47,6.7599343600925454,3.144071229927508,5.897754615693108,2.243926753761069,Iris-virginica
+48,7.7249117579947235,3.0,6.276809429739872,2.266491336647958,Iris-virginica
+49,5.014235961781409,2.000001165172926,3.264110862615537,1.04908730117965,Iris-versicolor
+50,5.489157595323924,4.199999287440612,1.3811767482877735,0.20046511024685237,Iris-setosa
+51,4.40597119297199,3.253869075848836,1.3137909281475917,0.2003717348624422,Iris-setosa
+52,5.377486310677941,2.4710614059918456,3.730989604320383,1.0392643931204881,Iris-versicolor
+53,6.0229671823620965,2.8821093010044443,4.42795056545609,1.1839140063669111,Iris-versicolor
+54,4.821949392868445,3.532072594504932,1.6990614590696778,0.195939483154908,Iris-setosa
+55,5.470448943265446,4.199999200459879,1.4202128045816593,0.20160925579456224,Iris-setosa
+56,5.973384939419857,2.724725152997056,4.523072198071311,1.0187462564920267,Iris-versicolor
+57,7.634368065918432,2.730984235400541,6.655195292639028,2.0077389635385567,Iris-virginica
+58,5.001106525400548,3.4757760146575247,1.4129249977491987,0.19436341336355373,Iris-setosa
+59,5.461983506695898,3.4786430233935044,1.5938130646114759,0.3249660279361397,Iris-setosa
+60,7.085960700921088,3.1942136182279977,5.881721439451337,1.7193829976843689,Iris-virginica
+61,6.256748580628748,2.763605789304907,4.832387083067613,1.8137324040425828,Iris-virginica
+62,6.682140488013178,3.049978757148877,4.649927853051538,1.4705018658838074,Iris-versicolor
+63,5.525829816498795,3.0,4.494383133107203,1.5484314623981872,Iris-versicolor
+64,6.060613696144999,3.3737109005598267,4.546369766210404,1.6255129914340172,Iris-versicolor
+65,5.894348922584698,2.6622429804409515,4.283642461821828,1.0195447736237686,Iris-versicolor
+66,5.931761128157875,2.751483289524247,5.211209938636525,1.9311870009243974,Iris-virginica
+67,6.315336059529644,3.353695435466772,5.448408776727081,2.3217204322510745,Iris-virginica
+68,5.5460724858344665,2.443597355898355,3.982998847401524,1.250605780885356,Iris-versicolor
+69,7.9,3.794538844063561,6.371792494351819,2.012525180929793,Iris-virginica
+70,7.674827609875355,2.5996613848377272,6.9,2.2863067440178813,Iris-virginica
+71,5.712787518501456,2.2904280914684243,3.914037206485353,1.0841193412295624,Iris-versicolor
+72,4.948084787110522,2.0,3.213689851926833,1.0445001776156402,Iris-versicolor
+73,6.47979920191142,2.8524465512576396,4.709647295761936,1.4748548604671088,Iris-versicolor
+74,7.720817783574485,2.9208453979164632,6.669245037814395,2.1150210538649903,Iris-virginica
+75,5.169569633927378,2.523983274453559,2.9070257637875705,1.1539101553419318,Iris-versicolor
+76,4.425322687006607,2.9143562901787843,1.4250242750252875,0.2018523442115849,Iris-setosa
+77,4.808847063564371,3.40085390500047,1.5867599349606838,0.20261068803546345,Iris-setosa
+78,4.3,3.0,1.0993505691455787,0.1,Iris-setosa
+79,7.595320934908399,3.0,6.013978504508596,2.2786887878166318,Iris-virginica
+80,5.016287061905649,3.744850564158345,1.4219048678957742,0.20954346412956965,Iris-setosa
+81,4.576944030215733,3.629134437221047,1.0,0.20510017139325928,Iris-setosa
+82,5.612696892511197,2.828295257103911,3.877131947398758,1.2756282759544697,Iris-versicolor
+83,6.589929102806423,3.1804156902473255,5.19603870571635,1.9512435298177706,Iris-virginica
+84,4.918751982490336,3.0911245717838645,1.543755190434718,0.10000010599742434,Iris-setosa
+85,5.779996493006545,3.1080571357407165,4.350412125280513,1.4237985958633337,Iris-versicolor
+86,7.47227067654202,3.0,6.442725862732148,2.1753534065888527,Iris-virginica
+87,4.901445212455447,3.005400487838808,1.4222469685649277,0.1,Iris-setosa
+88,4.3,3.0,1.1051291570975144,0.10000015412441729,Iris-setosa
+89,5.6653103468796795,3.0,4.494328151224031,1.5358890308573818,Iris-versicolor
+90,6.042809877531312,2.197748904918882,4.938587572007004,1.5254608329062245,Iris-virginica
+91,6.184769384310709,3.407950959948557,5.519290241359978,2.3531074171046256,Iris-virginica
+92,4.988464942828231,2.0,2.9014949100929677,1.0191623025159378,Iris-versicolor
+93,4.3,3.0,1.0963218294322603,0.1,Iris-setosa
+94,6.0989270463978595,3.0,4.6794166160754385,1.5737475650315582,Iris-versicolor
+95,5.0743911392071395,3.4941838222513737,1.8265619154083719,0.26778544332766024,Iris-setosa
+96,6.218833476938576,2.172449761515889,4.493857921153219,1.488031535159606,Iris-versicolor
+97,7.7034554383363565,2.6395617348636016,6.9,2.321142722716463,Iris-virginica
+98,6.065897159357685,2.837359369376664,4.733162226357719,1.3100977771625566,Iris-versicolor
+99,7.565361069772482,3.0,6.514270204784196,2.0579302578391756,Iris-virginica
+100,4.912596315203749,3.12918345207826,1.511912777399902,0.1,Iris-setosa
+101,4.300000591452771,3.0,1.103856129112115,0.100000108774003,Iris-setosa
+102,5.162170076843397,3.397390296731759,1.4011532088002898,0.19555832263121428,Iris-setosa
+103,5.821595962532486,3.1504053153633382,4.665627956566664,1.6010579132975302,Iris-versicolor
+104,6.456007830997146,3.175853066949024,5.086188088358442,2.2154974514139583,Iris-virginica
+105,6.474339317319411,3.0764802030474683,5.317093521489329,2.234488310049369,Iris-virginica
+106,4.416363687685279,2.91016454225557,1.3553620027525273,0.20078995652165543,Iris-setosa
+107,4.895621127307589,3.5246934652695185,1.4881755826982026,0.19507170080454445,Iris-setosa
+108,5.484164066409927,2.5302484792851336,3.906322078779212,1.2649660488581445,Iris-versicolor
+109,6.0208585337264,3.367683856866885,4.563073629976157,1.6130701824430123,Iris-versicolor
+110,5.8918037355884225,2.9912770020412136,4.221985350750318,1.1652834167937685,Iris-versicolor
+111,7.4690543620787,3.0,6.5773907381661365,2.184901858341548,Iris-virginica
+112,7.029368493075536,3.119739908243522,5.366596971754322,2.229032941648903,Iris-virginica
+113,4.54349465018806,3.2477459694875765,1.4210286854759113,0.19181955210806245,Iris-setosa
+114,5.041378744795764,3.641020231326042,1.3832510941596687,0.20823266630911164,Iris-setosa
+115,5.072298829829156,2.655882424625867,3.716185124445242,1.3798032245376781,Iris-versicolor
+116,4.46357931188597,3.0571860363957173,1.421034861753679,0.20298705644175463,Iris-setosa
+117,4.912702587290123,3.629600932638535,1.4661738362939767,0.20206082458830332,Iris-setosa
+118,6.763836429045687,3.153976967710175,5.337644230155592,2.3105892791624423,Iris-virginica
+119,5.789666247970831,2.815066705190563,5.070782912383161,2.43266902507834,Iris-virginica

iris/tab_ddpm/1_0/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.735127391458492,2.7919230160927166,4.483234329961371,1.2593518516646445,Iris-versicolor
+1,5.690238736000566,2.911821651829293,4.116201816630846,1.295283428343767,Iris-versicolor
+2,5.557094514860498,3.0,4.468752893630996,1.4964738289774029,Iris-versicolor
+3,4.976219553569857,2.0,3.615225285871827,0.8947381469750973,Iris-versicolor
+4,4.3,3.0,1.080198501811817,0.1000000961819144,Iris-setosa
+5,5.514487312271706,2.551377965416262,4.124145840604994,1.363191211883777,Iris-versicolor
+6,5.891453502478104,2.9781126778532245,4.556314215275581,1.5236921313819887,Iris-versicolor
+7,6.12660850751163,2.187244737144564,4.404152861128067,1.416804930623995,Iris-versicolor
+8,7.309301005460497,3.0811516224807023,5.4622122445587875,2.29426365950363,Iris-virginica
+9,7.704802632287457,2.5890450151526885,6.9,2.300015030924141,Iris-virginica
+10,5.516577851189811,3.0,4.537330405064111,1.546907360706495,Iris-versicolor
+11,6.506913044967084,3.146653720162454,5.091471908076488,2.104575848029397,Iris-virginica
+12,4.30000051142385,3.0,1.0940567337544285,0.1,Iris-setosa
+13,7.438720998628371,3.0452240575933978,6.052552880869126,2.2232899000659705,Iris-virginica
+14,7.899997804512848,3.675261970352353,6.450173507130904,1.9497778706228908,Iris-virginica
+15,5.012175930270498,3.659446696632324,1.3594500701433823,0.20535803217153145,Iris-setosa
+16,4.9820324408165275,2.0,3.4988457864385722,0.8931282604041049,Iris-versicolor
+17,5.6727949628393075,2.9085220556180285,3.687290961515835,1.2691602814823901,Iris-versicolor
+18,6.165856833117261,2.5814680704869515,5.56935205241194,1.4689438389627751,Iris-virginica
+19,4.86574892586097,3.0,1.444109375848678,0.10000010899840944,Iris-setosa
+20,5.640814579654753,3.754873626646715,1.706783037026938,0.4387837957365581,Iris-setosa
+21,5.69827885429796,3.0,4.5470331398744905,1.5352356228040098,Iris-versicolor
+22,5.603718018135111,2.591198676723464,3.637626025686002,1.1402483009810127,Iris-versicolor
+23,7.9,3.793270151967293,6.422187496923415,2.032294419940605,Iris-virginica
+24,6.248695990428093,2.656665360665857,4.913234576849969,1.766511372667162,Iris-virginica
+25,6.016599366148104,2.172741250725415,3.9108997454426206,1.0653858947671435,Iris-versicolor
+26,4.562830689247281,3.145494737518252,1.4836906551170088,0.1914284163318054,Iris-setosa
+27,5.882901904854349,3.159408093530576,4.806160315095962,1.7799291245316682,Iris-versicolor
+28,7.554135703481864,3.0,5.698313204503484,2.3022075152532717,Iris-virginica
+29,5.747075353932617,3.1797268241932857,4.6868407170844,1.7896835194183462,Iris-versicolor
+30,6.7433351942355495,2.9173627134390148,4.838689308276079,1.5000278338524398,Iris-versicolor
+31,4.668361716262485,3.0,1.4205006551467914,0.2618716791934688,Iris-setosa
+32,5.3606327541158185,3.990523637384148,1.2275008629818973,0.4763022282068269,Iris-setosa
+33,4.879194053342542,3.1135593390781033,1.4787060007023929,0.10000020890477675,Iris-setosa
+34,6.566341305123828,2.461113546622836,5.53920956474211,1.8650348987476508,Iris-virginica
+35,4.58983600130601,3.600429277034471,1.0000006112613282,0.19847977471233333,Iris-setosa
+36,5.113282513591902,3.4273639992993976,1.3673606859460856,0.19574846831525533,Iris-setosa
+37,7.298617856775327,3.190817012554041,6.1389683951144205,1.7572396146899374,Iris-virginica
+38,5.120184215106492,2.6370016672703374,3.8863660838298615,1.4282147337098956,Iris-versicolor
+39,7.0754504537592044,3.191177855893817,5.8178796289686705,1.871586608369479,Iris-virginica
+40,4.6202352258069075,3.0,1.4612666111108723,0.20790063055007038,Iris-setosa
+41,4.944999252394491,2.0,3.7539710738172585,1.0257091834971508,Iris-versicolor
+42,6.058135100847267,3.3396529561713977,4.595948329803153,1.5994874173685913,Iris-versicolor
+43,7.71278971022818,2.63302672782939,6.899998587897103,2.2720539968023363,Iris-virginica
+44,6.6318263029104765,2.5133853193552693,5.788395880571048,1.7975707211628584,Iris-virginica
+45,7.899998859465677,3.783261935154518,6.357951021358632,2.016253531129987,Iris-virginica
+46,5.817622483641468,2.9179225514443745,4.177964833094176,1.2183489118186284,Iris-versicolor
+47,6.230542165110895,3.3764948046352776,5.441647242525012,2.3169617447393582,Iris-virginica
+48,6.656031760502438,3.191749736715721,5.260249775439351,2.2580085459879657,Iris-virginica
+49,4.990637326170092,2.0,3.5643465790207394,0.9665745934514725,Iris-versicolor
+50,7.6760119503282365,2.617620199051795,6.899999016390943,2.3073821136114585,Iris-virginica
+51,5.544612170758598,2.4666946902289446,3.9141494912402175,1.167327227680721,Iris-versicolor
+52,5.28563827582157,3.408848750611658,1.4028090748434712,0.20982159833816016,Iris-setosa
+53,7.698046552753601,2.6090686692466205,6.9,2.3076624858175045,Iris-virginica
+54,5.486375676703272,4.2,1.3638326409931016,0.19827164326850982,Iris-setosa
+55,4.620378656749419,3.2078809876670293,1.4074905400971751,0.20112844214294598,Iris-setosa
+56,6.718104697949991,3.117944566874776,4.720618670349824,1.5097464154672646,Iris-versicolor
+57,4.30000047507607,3.0,1.1033837616533178,0.1,Iris-setosa
+58,5.7098289142965495,2.371140860393282,4.010720470784908,1.0546797921596325,Iris-versicolor
+59,6.623589197335827,3.1002769142568782,5.229406874180424,2.293270086955995,Iris-virginica
+60,5.751360159029366,2.5979720255743253,4.122907525205687,1.0375181994940776,Iris-versicolor
+61,4.887807504959983,3.0861866021345286,1.5081123600550865,0.10000009793627694,Iris-setosa
+62,5.763635711134495,2.7334121695689624,5.142207752799965,1.9906488912993652,Iris-virginica
+63,7.470581996829463,3.0,6.413094866941449,2.1487922855433452,Iris-virginica
+64,5.830322277386125,2.6699500871381465,5.150282273417839,1.8681992194808614,Iris-virginica
+65,6.215698224761917,2.719941298392613,4.830861486100819,1.7970524237765941,Iris-virginica
+66,7.735837034973178,3.0,6.413703575621974,2.2129817638445393,Iris-virginica
+67,7.660966835075705,2.587758020935588,6.8999985928120235,2.2663221504885147,Iris-virginica
+68,5.175902996478993,3.2136553575623443,1.5993171169341898,0.20545036942377987,Iris-setosa
+69,6.069351649465413,3.350897558870512,4.620451926098781,1.6151070719183995,Iris-versicolor
+70,6.251232139966188,3.0,4.3146084407609,1.3411316193192622,Iris-versicolor
+71,6.20396709412661,2.8474817387430003,4.775171686047931,1.349502865268019,Iris-versicolor
+72,6.265359518858135,3.3997663920622503,5.523729350853702,2.349089843666568,Iris-virginica
+73,5.804489156407553,2.285626827600811,4.006720416875165,1.1285775391731816,Iris-versicolor
+74,6.325071147675542,3.406117547534954,5.580379829629083,2.411879538300359,Iris-virginica
+75,6.390447748589499,3.3290832139829534,5.7716488159856345,2.4998417487219124,Iris-virginica
+76,4.429808376298689,3.2386793159802343,1.329595456938581,0.20428158352805828,Iris-setosa
+77,5.719777177192225,3.054313185194882,4.341656978111068,1.3688730082625489,Iris-versicolor
+78,7.558549725944294,3.0,6.6287101541143665,2.1322504567944316,Iris-virginica
+79,6.655613906640682,3.0,4.7210070893079426,1.579054013860392,Iris-versicolor
+80,6.643332994401676,3.0193151793119664,4.512930942236419,1.436744821820644,Iris-versicolor
+81,6.823306078064611,2.513793639437925,6.057985517739152,1.8360639718442084,Iris-virginica
+82,6.688719544892702,3.208293525934817,5.319736144425517,2.062870300453863,Iris-virginica
+83,6.3638944001486495,2.5128096962635853,4.48509599665298,1.4547256399445796,Iris-versicolor
+84,5.504130022563847,3.0,4.530118015875621,1.5048306667613212,Iris-versicolor
+85,6.32773418990067,3.3967994745787684,5.596184772754307,2.370393216739212,Iris-virginica
+86,6.277874300763629,3.3827055003460433,5.440447394497774,2.3419586059109174,Iris-virginica
+87,5.468483286798544,4.199998926730884,1.3557802007701225,0.1968153829753183,Iris-setosa
+88,7.7083265312533475,2.8869102418441157,6.672950593064861,2.057584734291021,Iris-virginica
+89,6.299053568590483,2.890168034012054,4.685469105745902,1.54180701353627,Iris-versicolor
+90,6.68757129589506,3.0,4.968462495412394,1.682851470462977,Iris-versicolor
+91,6.644881587443903,3.093369108647545,5.734993762477869,2.2041054159589444,Iris-virginica
+92,5.4303461948958835,3.923374245626619,1.3123114777211242,0.4298744913500485,Iris-setosa
+93,6.47244832430885,3.220781020827323,5.09483764556513,2.1722246749797254,Iris-virginica
+94,4.591880500211688,3.6875901955351376,1.0000005733332198,0.19841545836862398,Iris-setosa
+95,5.509334254156732,4.2,1.416858816871875,0.20071326303942438,Iris-setosa
+96,4.98287339924193,3.400661280433441,1.4078950640404266,0.20175943456675996,Iris-setosa
+97,4.957366635542291,2.0,3.2891549881540767,1.1037031278068243,Iris-versicolor
+98,5.509137846282259,4.2,1.397024720790392,0.21033756505988102,Iris-setosa
+99,4.4290369461615,2.9737632301096077,1.424686337483156,0.20422303191639354,Iris-setosa
+100,6.381777341738756,2.642238634255058,4.971276539042742,1.8101081970744781,Iris-virginica
+101,5.650331761049388,2.609804252897536,3.856848750264866,1.1045090414426062,Iris-versicolor
+102,6.245931668663627,2.1818083539746302,4.503617722659456,1.482077854228513,Iris-versicolor
+103,5.507289126324927,3.0,4.372528272355725,1.448132055477626,Iris-versicolor
+104,4.3,3.0,1.0958813144768067,0.1,Iris-setosa
+105,6.695966551822885,2.90342548405084,4.852123355473845,1.578492856007765,Iris-versicolor
+106,6.665045596996581,3.238860358086084,5.63047172192373,2.324045312661129,Iris-virginica
+107,4.563929145416174,3.7028216647223635,1.0,0.20274815412860953,Iris-setosa
+108,5.776787836170263,2.6658755331137964,4.222863592286278,1.1418001095995884,Iris-versicolor
+109,6.611375881496999,3.191967353692559,5.661409488451407,2.3152387057878214,Iris-virginica
+110,6.529273912330334,2.7634516264421984,4.5848345132416926,1.3895127168036938,Iris-versicolor
+111,5.787314372383208,2.8754899031522014,5.138941610601116,2.4657190949073056,Iris-virginica
+112,7.8999980304538475,3.740748946668701,6.39531973752485,2.066779710543126,Iris-virginica
+113,6.013789015689282,3.40573921197508,4.553190538962617,1.6122797291890294,Iris-versicolor
+114,5.02296512556411,2.0,3.729950338707153,0.9050992440788999,Iris-versicolor
+115,5.960053990556097,2.1511217784522523,3.92289668242728,0.930623582048879,Iris-versicolor
+116,7.45776443697289,3.0,5.56017733560739,2.316322265965362,Iris-virginica
+117,6.088191437958291,2.580200607917968,5.605823061721287,1.4095132805980997,Iris-virginica
+118,5.109231850771491,3.3677603702760264,1.6784124400006182,0.6185704096564886,Iris-setosa
+119,4.817855255181763,3.0,1.4376163544856622,0.2832738468007278,Iris-setosa

iris/tab_ddpm/1_0/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.4461503756825485,2.9868538440668613,1.4135433094677545,0.195758361329194,Iris-setosa
+1,5.566476725058402,3.0,4.586808366816565,1.5839400321325094,Iris-versicolor
+2,6.770139787599659,3.21474718457387,5.722638429726177,2.3152824033443364,Iris-virginica
+3,6.630336267825967,3.0,4.519735036464786,1.4889302808792377,Iris-versicolor
+4,6.590656346554207,3.135732324809221,5.414593677008275,2.096613646933924,Iris-virginica
+5,6.085688244690884,2.6098181199821973,5.529664058672779,1.4680417707631754,Iris-virginica
+6,6.656228426854982,3.111677604557804,4.691179608072138,1.5037135039037568,Iris-versicolor
+7,5.859435757682516,2.1800580824457994,3.973855488614271,1.0277466107751272,Iris-versicolor
+8,4.851345982605713,3.0481689726670154,1.4338554027810058,0.5153254882300882,Iris-setosa
+9,5.016261328526585,3.604060169761228,1.4487720694476216,0.20440203475158847,Iris-setosa
+10,5.300583055589464,2.5232424873136137,3.517933959877608,1.1292753217979665,Iris-versicolor
+11,6.221490103816189,2.778373512881036,4.818222378560586,1.779418966876852,Iris-virginica
+12,5.838341033424183,2.7171797695040554,5.059759019613654,1.9144330651679868,Iris-virginica
+13,5.4855384398613705,3.0,4.473158719780012,1.4731092469793832,Iris-versicolor
+14,5.309581554070074,2.3819556369442605,3.3768058897535305,0.9870274082865855,Iris-versicolor
+15,4.926849521185499,3.4420727695003124,1.5403703305377683,0.20043541133102324,Iris-setosa
+16,5.6113931844286045,2.9576587458313157,3.7642789493745634,1.3090257363325357,Iris-versicolor
+17,7.664949183376077,2.5830958036974248,6.9,2.264340013409676,Iris-virginica
+18,5.62282390083302,2.8159835897862884,3.8358747066150034,1.2632896945271899,Iris-versicolor
+19,4.74403094385876,3.3898215995948844,1.6432557581133216,0.19541932505906967,Iris-setosa
+20,5.569710554959312,2.4243612134860917,3.696240767141999,1.0789424461605914,Iris-versicolor
+21,5.560890114492326,2.3829388246411534,3.7959170435815603,0.9900392978617968,Iris-versicolor
+22,5.085142054772619,3.40602955655792,1.570943957452487,0.5484010370437702,Iris-setosa
+23,6.270830653449782,3.304810290380968,6.023785224529053,2.499999766632197,Iris-virginica
+24,4.3000006779643165,3.0,1.0955967548586492,0.1,Iris-setosa
+25,5.521949573788514,2.6112031266502074,3.8784930485600313,1.3115932486013766,Iris-versicolor
+26,4.825583607232143,3.4094975097971396,1.5822702154391495,0.1987937737689962,Iris-setosa
+27,6.687435418114392,3.0,4.5297052623781955,1.4213801041730543,Iris-versicolor
+28,4.8295294996335185,3.326823782855768,1.5696998617812874,0.1927513802375057,Iris-setosa
+29,6.619913054315069,3.1530628910600167,5.564650976932807,2.2820426613514333,Iris-virginica
+30,6.5407474768712115,3.202244273134892,5.330136192464462,2.231722467086453,Iris-virginica
+31,4.78443858689011,3.398610067820867,1.8742589068292128,0.2113973612695655,Iris-setosa
+32,4.3,3.0,1.0951145429384403,0.1,Iris-setosa
+33,6.921220865271473,3.179933751076455,5.932964673439306,2.2368240803143973,Iris-virginica
+34,6.329808696027554,3.1131514389149544,5.196783802442421,2.126037027768286,Iris-virginica
+35,5.691969680667509,2.8545341978721557,4.236846495189626,1.175920956149663,Iris-versicolor
+36,6.195124769622715,2.6446593043657445,5.002390739940242,1.62228362536049,Iris-virginica
+37,4.584916519355969,3.639609937803926,1.000000445117773,0.2004315629508827,Iris-setosa
+38,4.609305031128365,3.0,1.322196892287317,0.1,Iris-setosa
+39,5.310980486638178,2.5343496781165205,3.9587994587597324,1.3731838921130304,Iris-versicolor
+40,5.378218187344053,2.5296725971262055,3.8904687340935697,1.302925190975397,Iris-versicolor
+41,5.665992447323483,2.8205847961186357,3.837202267127003,1.284408000481719,Iris-versicolor
+42,6.341836568505891,2.638590028523603,5.184160959041286,1.8932773071819868,Iris-virginica
+43,6.331028869617185,3.380562016614225,5.61405773191537,2.391847902629005,Iris-virginica
+44,7.9,3.644639619779103,6.461369635661798,2.068634287187637,Iris-virginica
+45,6.088576301111892,3.335571109856419,4.701287768486167,1.6610270215587846,Iris-versicolor
+46,7.899998078056311,3.7703650610497927,6.508020298769384,1.9257581661716812,Iris-virginica
+47,4.3,3.0,1.0922328074309906,0.1,Iris-setosa
+48,4.972951394970695,2.0,3.6296922909608034,1.0333159121216926,Iris-versicolor
+49,5.258214688942351,3.353778126618813,1.5871849262653444,0.5116627757787974,Iris-setosa
+50,7.648707847950009,2.5822836094835195,6.9,2.2754898987978844,Iris-virginica
+51,6.202341826149955,2.804054891601423,4.792273765935612,1.7741815282286169,Iris-virginica
+52,4.62882139543836,3.1580915082501773,1.4527565915133998,0.19723628548010524,Iris-setosa
+53,7.899998853400586,3.846806751936338,6.37483706230487,1.987561458086148,Iris-virginica
+54,5.453090908958761,2.495409661186884,3.6718507289614095,1.0497135745728428,Iris-versicolor
+55,6.696943219761993,3.0,5.042349749369546,1.75176304613973,Iris-versicolor
+56,5.919708785646697,2.8104365165482976,4.51499039705145,1.2804816319088412,Iris-versicolor
+57,5.953871876160061,3.4433938187778526,4.540630590747629,1.5804242093293621,Iris-versicolor
+58,7.657043565811717,2.970274967139512,6.595786277642402,2.118880013429156,Iris-virginica
+59,6.187879551778034,3.357633246481637,5.333127024073596,2.247726263208761,Iris-virginica
+60,6.707648286686896,3.1121241849847983,5.570501898690612,2.229913377209926,Iris-virginica
+61,5.340237688740918,2.4607492499210366,3.643029852687016,1.1069075451727763,Iris-versicolor
+62,6.502059658861486,3.1703677774362085,5.097663092984286,2.1517781245164835,Iris-virginica
+63,5.774943716642359,2.7044674327601474,5.099120673600953,1.8838204794620081,Iris-virginica
+64,6.255052285204868,3.3929469851862852,5.533438152659736,2.395064764582474,Iris-virginica
+65,6.089699410175976,2.191949483589563,4.317503553932409,1.2170081688314711,Iris-versicolor
+66,4.3,3.0,1.0925664303993265,0.1,Iris-setosa
+67,6.411206993430697,3.2527697449955357,4.749960172586924,1.5742785391976901,Iris-versicolor
+68,6.230013992793955,2.8063511536418937,4.762785720718714,1.7673086275509593,Iris-virginica
+69,6.145912572284033,2.6184851208016893,5.709056131512835,1.398854701215539,Iris-virginica
+70,4.5271305653194585,3.157352992141453,1.4375169837944057,0.20489609880031592,Iris-setosa
+71,6.169149610082089,3.3300395639635227,6.14717034097617,2.5,Iris-virginica
+72,4.832712203840628,3.4136382351971357,1.8919593108515613,0.19817522418574862,Iris-setosa
+73,6.020889344278378,2.2251124701529217,4.260443127059821,1.3364078694437231,Iris-versicolor
+74,5.565213143963867,2.4485068030126462,3.8654773668724736,1.0894283587340359,Iris-versicolor
+75,4.300001028479938,3.0,1.1151706432393478,0.10000014729597732,Iris-setosa
+76,6.977626968999306,3.1543099543500905,5.947821266815819,2.2929269127868435,Iris-virginica
+77,5.3454802354215385,3.409088370340017,1.4553681220043244,0.22561217735233247,Iris-setosa
+78,5.862203856516882,2.7107288932287283,5.129818569829833,1.8916666606224144,Iris-virginica
+79,5.840640756915723,2.7092230736039835,5.051917178389297,1.828864159310918,Iris-virginica
+80,5.258902167156852,2.5298680387307506,3.584887782848709,1.1777916176624381,Iris-versicolor
+81,6.576316906450198,3.0,4.4885734516187545,1.482228555784503,Iris-versicolor
+82,7.723706008368345,2.629878195498419,6.899998792408767,2.311644756132358,Iris-virginica
+83,4.692247615418903,3.025397442474658,1.450814067392903,0.2281499496648523,Iris-setosa
+84,5.434092961567825,3.923571949215239,1.2974009318095514,0.4803052223277938,Iris-setosa
+85,6.125879810599786,2.8481766940719218,4.72884250632254,1.3074588170400678,Iris-versicolor
+86,5.886977053836425,2.958588504266404,4.565290447619342,1.4393683894754392,Iris-versicolor
+87,5.55326022126652,3.5458195119634848,1.532559225395059,0.4285441228998906,Iris-setosa
+88,5.777283698067458,2.7095610193398785,5.11041400874228,1.9765776623140547,Iris-virginica
+89,4.659329055843433,3.5220986025230885,1.000000607033918,0.20418174729014624,Iris-setosa
+90,6.61989423771433,3.1775706661802294,4.648642597842853,1.501503800733854,Iris-versicolor
+91,4.3,3.0,1.0795801857423715,0.1,Iris-setosa
+92,5.4632787035887596,4.2,1.401165554337701,0.19155235329189851,Iris-setosa
+93,5.65846551826729,3.0,4.2937197250674055,1.2813846509769065,Iris-versicolor
+94,7.0877521680351325,3.158843226635342,6.04280844074529,2.3055048923831967,Iris-virginica
+95,5.980379278489348,3.410822639764217,4.55096819952823,1.631283827748167,Iris-versicolor
+96,7.651923497607572,2.756554002260834,6.655444083312823,1.9752172952287217,Iris-virginica
+97,5.702136756074269,2.7725521725641955,4.268469868209836,1.3256370087499163,Iris-versicolor
+98,6.043005070053733,2.2211158751582225,4.046707434482629,0.8378335488020187,Iris-versicolor
+99,4.54321258422622,3.203326907052736,1.383499429401184,0.20211325364164398,Iris-setosa
+100,5.808768258602661,2.6845056088329953,5.084110374205438,1.9028977851722808,Iris-virginica
+101,5.595584701982536,2.4323351860717537,3.797221219641624,1.1073516352891881,Iris-versicolor
+102,6.029575113706636,2.15224324687333,4.045895830726617,0.9228252804318424,Iris-versicolor
+103,4.998982959518953,3.0,1.6545833349966401,0.19736611698255752,Iris-setosa
+104,4.947096005315466,3.1103144307189687,1.4698315980497192,0.1,Iris-setosa
+105,6.69962396059047,3.0,4.958610672691553,1.6600437138675825,Iris-versicolor
+106,5.974879202752454,2.8760774527540525,4.654001547143974,1.2162606824319486,Iris-versicolor
+107,5.622241291074909,3.0,4.514071173621947,1.4788371673670206,Iris-versicolor
+108,4.980796129242898,2.0,3.13716230194545,1.010407278985848,Iris-versicolor
+109,6.081529150998201,2.8765373442924864,4.686053529853852,1.3394392996134237,Iris-versicolor
+110,6.719136159165667,3.1363961198362422,5.821784481056269,2.1171233972407753,Iris-virginica
+111,5.47755217901958,2.7751379139683827,4.26623605512269,1.362035190839692,Iris-versicolor
+112,7.6612558652965355,2.603516022902973,6.9,2.30021825469704,Iris-virginica
+113,6.1782214685962416,3.409028371528808,5.591951310777409,2.3578759924725494,Iris-virginica
+114,4.4440762755234955,3.0,1.4166544296522088,0.1961013747347234,Iris-setosa
+115,4.3000004932356575,3.0,1.1183424682018157,0.10000013178374142,Iris-setosa
+116,5.310843612053152,2.620647254073639,3.922613861627723,1.3251828229429001,Iris-versicolor
+117,7.207196229774011,3.1594450251362503,5.921285831922087,2.2796022362118706,Iris-virginica
+118,5.166568362536128,2.7610385487289624,3.855424173033191,1.4093168107315002,Iris-versicolor
+119,6.380690684002951,2.8976473277889676,4.557604927553245,1.5051564004802322,Iris-versicolor

iris/tab_ddpm/1_0/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.994789021209317,2.0000005523881983,3.5769227679295765,1.0434862943144578,Iris-versicolor
+1,6.674448655064497,3.069430804129736,4.711430918499412,1.4783062562959097,Iris-versicolor
+2,5.515582868028881,4.2,1.3923766091833158,0.20380277896388962,Iris-setosa
+3,5.233623720911624,3.518323671139326,1.4738344049105694,0.20909901796995842,Iris-setosa
+4,7.111236996017472,3.1899277155184236,5.9144669613929945,2.2929692054231006,Iris-virginica
+5,4.597753875476306,3.622834295367994,1.000001051453318,0.2007957438948046,Iris-setosa
+6,5.4115558924718155,2.4858606117729214,3.575520825267,1.0467077895301318,Iris-versicolor
+7,5.728787384367075,2.7196893317738096,5.1212280819764,1.9664085998485306,Iris-virginica
+8,5.074983892207417,3.355449331668877,1.7758477615577342,0.5513939663981662,Iris-setosa
+9,6.725994226464784,3.0,6.204017350905677,2.1081391317663902,Iris-virginica
+10,6.102810820388939,2.6037262098935847,5.589469854771201,1.4099927624723907,Iris-virginica
+11,7.899998772094515,3.7248870044207756,6.456919038651357,1.9947844255459826,Iris-virginica
+12,6.586377963646389,3.207027449510059,4.752911203504354,1.5504103074213231,Iris-versicolor
+13,6.52459505444997,3.196192201583629,5.0916644638904245,1.8912991320491481,Iris-virginica
+14,6.977667851787185,3.2243295210823533,5.782195202118479,1.8455099587664217,Iris-virginica
+15,4.591274575148721,3.207567957985341,1.488417658199325,0.1996507019520005,Iris-setosa
+16,6.163938347375391,2.758341805458088,4.900142377807655,1.8035955834718458,Iris-virginica
+17,5.729267900063384,2.8174072814294884,5.08683968070279,2.4389768998406036,Iris-virginica
+18,5.520426816033035,4.2,1.4176208180289491,0.2072225778634308,Iris-setosa
+19,5.261100454805064,2.7576027057535595,3.9551968566962983,1.4311150517706335,Iris-versicolor
+20,7.721551514041053,2.632878262425777,6.899997647484226,2.312151622253299,Iris-virginica
+21,6.3328290507378115,3.312958628017298,6.0095616586034915,2.4999997581876876,Iris-virginica
+22,4.300000586134904,3.0,1.1000174927421917,0.10000017598993859,Iris-setosa
+23,4.584850305335473,3.66103224534478,1.000000428427912,0.20275991898956264,Iris-setosa
+24,5.480522586193801,4.199998097271447,1.3979592623701382,0.20330028831752506,Iris-setosa
+25,5.801111337793591,2.815496995535777,5.106446069073772,2.371609398872158,Iris-virginica
+26,5.002512490874041,3.466277799267146,1.4355519673128125,0.20527794925602147,Iris-setosa
+27,5.192508347813323,3.4055672608001135,1.42720703378546,0.19857922259567895,Iris-setosa
+28,5.988447790072303,3.389317238993252,4.467897973457273,1.5613884895168302,Iris-versicolor
+29,5.818311151203213,2.798522834676979,4.520632239667726,1.3571011854296957,Iris-versicolor
+30,5.637613645275056,3.7232151568526013,1.58512713864641,0.3363713873051729,Iris-setosa
+31,6.181559250545693,3.0,4.87280761055892,1.6864887048113475,Iris-versicolor
+32,5.20782091964404,3.4089007114425383,1.4211297290522242,0.20424973122464932,Iris-setosa
+33,5.68303713430592,2.95084375228989,4.006956612553942,1.3584389514056345,Iris-versicolor
+34,4.658129330196118,3.282619655673215,1.4708735343013937,0.1991881673622341,Iris-setosa
+35,5.532841569670812,3.0,4.504699571367107,1.4584705949423387,Iris-versicolor
+36,5.553572735523117,3.7310653216788614,1.5243422079076745,0.2608268615742671,Iris-setosa
+37,6.710961277832959,3.1048426872017387,4.684259856685443,1.5182498226565566,Iris-versicolor
+38,6.415346421288382,3.241989422886688,4.59346328827924,1.5264211372300251,Iris-versicolor
+39,5.924910631258306,3.0,4.5933415686788335,1.473981008538924,Iris-versicolor
+40,6.790990378025593,3.2169102850789955,5.593966015714284,2.312922983913535,Iris-virginica
+41,5.074944272339237,3.194891910555036,1.8507673906501625,0.2609463787360691,Iris-setosa
+42,7.757000557057854,2.5816637904302944,6.9,2.330798541528766,Iris-virginica
+43,5.0230090372737175,3.6712225743509355,1.4523150319241926,0.20128746634402933,Iris-setosa
+44,4.977654574427797,3.0,1.5790900085288024,0.20736345914830687,Iris-setosa
+45,7.564087273512741,3.0,6.619049130579115,2.0250915857165994,Iris-virginica
+46,4.793529653324373,3.4451849944454818,1.5730187120318868,0.19729016968678148,Iris-setosa
+47,5.930749679722467,2.7932957872617177,4.535857418849889,1.2153217961575693,Iris-versicolor
+48,4.871607302631118,3.0603022310482326,1.4878994443330802,0.1,Iris-setosa
+49,4.594723560061774,3.580259007912656,1.0,0.20159801389873838,Iris-setosa
+50,6.685777639085441,3.0073369877801297,4.809059125335353,1.6007809351111328,Iris-versicolor
+51,5.995430176123267,2.195123886035624,4.980947556106784,1.5206789803178076,Iris-virginica
+52,5.239995236952578,2.485443002337304,3.3576504587831275,1.057150169664234,Iris-versicolor
+53,5.816543359410342,2.5005366393680593,3.8660187880551398,0.7763129027553068,Iris-versicolor
+54,5.5060396201919115,4.2,1.4260364906383307,0.2004599856665993,Iris-setosa
+55,5.762210984369848,2.9555339905752454,4.5404614104015915,1.4818576917360997,Iris-versicolor
+56,4.645567193482772,3.6048235035740097,1.00000048724701,0.21100669796740473,Iris-setosa
+57,5.096496266137531,3.602995296048078,1.4336418459889086,0.20567050591676198,Iris-setosa
+58,5.517555651377571,3.0,4.455274470077078,1.4077941165501373,Iris-versicolor
+59,6.616424723920055,2.9270215245837017,4.716191118382286,1.5670137597202694,Iris-versicolor
+60,6.610248630153915,3.0648683080020227,4.66981187072988,1.5645961333108016,Iris-versicolor
+61,6.04249714647461,2.9046220922949515,4.559893357530826,1.373630645594382,Iris-versicolor
+62,5.3357743826303485,2.685624794864969,3.683524710082771,1.2711846741041488,Iris-versicolor
+63,6.67091327771353,3.03122148213384,4.762856978117639,1.5526297963230689,Iris-versicolor
+64,4.764154381054593,3.0,1.3892202291625322,0.4137395129443834,Iris-setosa
+65,5.6788242474244965,3.6918942120159888,1.5961539993514509,0.35915734721262543,Iris-setosa
+66,5.7396484287624885,2.3011459323019485,3.997683942874515,1.1897227854683943,Iris-versicolor
+67,4.910173815446349,3.1346694642502624,1.5083306272777295,0.1,Iris-setosa
+68,7.140721726011959,3.1540250696674126,5.4293475386121495,2.308296443905812,Iris-virginica
+69,4.767730000695351,3.0,1.396688317209515,0.4239309631995937,Iris-setosa
+70,6.196500018794662,2.7965952451694114,4.8205095650487895,1.8008085397358273,Iris-virginica
+71,5.3514852627893505,3.5941145591689114,1.4306233240242479,0.24113189537538085,Iris-setosa
+72,6.208835858261525,3.3451616070703127,5.512443698642586,2.3231926840247072,Iris-virginica
+73,5.765998647248627,3.164657961686152,4.692458047981133,1.6218443636834095,Iris-versicolor
+74,4.999879272982097,2.0,3.5544898188250613,1.0402453907525804,Iris-versicolor
+75,5.048235123390113,2.0000008442884587,3.592726935000005,0.8615701300443062,Iris-versicolor
+76,4.9250381019785765,3.0,1.468348627958816,0.24185913027372463,Iris-setosa
+77,4.545529528609856,2.9644896091695676,1.4161373690437766,0.22098229740912548,Iris-setosa
+78,7.701733813360116,2.6072212981104292,6.9,2.2471885306983164,Iris-virginica
+79,5.547905973732999,2.977286863128419,4.315628954829285,1.4330455928410266,Iris-versicolor
+80,7.385142767986373,3.1370589360219614,6.201573365841916,1.83111642064652,Iris-virginica
+81,5.452203890283015,3.0,4.493320683293004,1.5018546075528596,Iris-versicolor
+82,5.9376826763899455,2.176715216795636,4.968029408874596,1.4863442942060148,Iris-virginica
+83,5.8792280481863335,3.154954546001801,4.7796908770243665,1.718775239857782,Iris-versicolor
+84,5.076551684609799,3.3302321411939166,1.5964835608462813,0.3761204013484611,Iris-setosa
+85,6.026185623259558,2.3160691212199995,5.194361112181137,1.533427553731851,Iris-virginica
+86,5.415029837405019,2.947683074389555,4.300489398797593,1.4650398446342598,Iris-versicolor
+87,6.253211917602368,2.988647025687277,4.781903957741915,1.4885038112843338,Iris-versicolor
+88,7.323291663282862,3.1347242655885426,6.223595411783716,1.8234337590677006,Iris-virginica
+89,7.723069354414309,2.869819437957185,6.661557388964395,2.050224558935301,Iris-virginica
+90,4.405362902834948,3.208972672799833,1.3395056475905507,0.20464923529967705,Iris-setosa
+91,4.82184732027219,3.3900174740797393,1.8221447320239847,0.1994055274739789,Iris-setosa
+92,5.70857643942769,2.8758359651706056,4.083250064199084,1.2098060835379258,Iris-versicolor
+93,6.825613578781749,3.0897682517725182,5.094305757187004,2.2904538526371923,Iris-virginica
+94,4.987399070423424,3.0,1.5905660188397976,0.19949966340147798,Iris-setosa
+95,4.945654444001668,3.644740904160465,1.4782079349086574,0.1967520997933697,Iris-setosa
+96,6.400276512717982,2.63628099503733,4.924062146730476,1.816153671101435,Iris-virginica
+97,6.277089899548519,2.7918081289946897,4.620672431860097,1.3833615730908138,Iris-versicolor
+98,6.036624827122597,2.2215483838184378,4.34288756139573,1.3832198044567467,Iris-versicolor
+99,6.293624761288189,2.471812835244926,5.011324094770159,1.8838957740072497,Iris-virginica
+100,5.785621187117242,2.8262327959442275,5.199101557704192,2.4069925133925283,Iris-virginica
+101,6.133739583249705,2.5964293144254245,5.632360704823352,1.387812695703912,Iris-virginica
+102,5.5264408972214705,4.199996976772486,1.3845681384734343,0.21138787699696646,Iris-setosa
+103,7.725144255487733,2.776767076919087,6.72909347987312,2.0058242084688875,Iris-virginica
+104,6.392899417626469,3.315113889727538,5.47065151982983,2.35449842058556,Iris-virginica
+105,6.297469827863239,3.3058925673993236,5.890795848180281,2.499999672994681,Iris-virginica
+106,5.486770953009209,3.0,4.523305760507623,1.533638540536183,Iris-versicolor
+107,7.855692097123482,3.1193567117635173,6.157295705457021,2.28641817144637,Iris-virginica
+108,5.571289436141876,2.9986474094358493,4.469569277391385,1.4263110455527088,Iris-versicolor
+109,4.965966885241103,2.0,3.584464188503819,1.063278126791023,Iris-versicolor
+110,5.967132037501625,2.1586735220680935,4.998039925314548,1.4928839293109515,Iris-virginica
+111,4.561079781478581,3.6204764450855222,1.0000005276800898,0.19636813299344616,Iris-setosa
+112,7.018509570635621,3.1821958344665062,5.91816543756724,2.2632455150377613,Iris-virginica
+113,5.465475736083045,3.0,4.494782111735049,1.5055314554245245,Iris-versicolor
+114,5.936393535176746,3.1724589626932382,4.81588233365322,1.7736173258030132,Iris-versicolor
+115,5.394620265151556,3.4050668447575685,1.5445221232946895,0.4196978305183633,Iris-setosa
+116,5.787127832308928,2.7080037735005935,5.083480186122944,1.8699832027117371,Iris-virginica
+117,5.87903069233785,2.9471266390440976,4.475559038570872,1.3890192235450256,Iris-versicolor
+118,6.755199184095225,3.20962943426984,5.747668267265185,2.3248055059259305,Iris-virginica
+119,6.1284177055248374,3.3609169238159957,4.587867958352479,1.5690004864930474,Iris-versicolor

iris/tab_ddpm/1_0/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7837649135514675,6.364619763372266,2.0059014949061638,Iris-virginica
+1,4.573063797932786,3.1644727448204923,1.4163175957746754,0.1971016323856662,Iris-setosa
+2,5.432809756052055,2.822875630455881,4.256327121752008,1.3780680399208833,Iris-versicolor
+3,6.723126187678351,3.0622798380825387,4.6355948374414995,1.446806177120157,Iris-versicolor
+4,5.25890103061812,2.510592838787115,3.6087999154089188,1.1724956263014719,Iris-versicolor
+5,4.615239534803768,3.1444381792133105,1.368888151667082,0.20798557202497597,Iris-setosa
+6,5.591798662980717,3.8229518291958056,1.5317326426348195,0.2939968456974636,Iris-setosa
+7,4.3,3.0,1.11217249990658,0.1,Iris-setosa
+8,4.6154422912423145,3.615746610265816,1.000000566069527,0.1984970854628158,Iris-setosa
+9,7.720246080821144,2.6048017665747145,6.899998966154412,2.2963629877189504,Iris-virginica
+10,6.9828740997843255,3.2085412846872328,5.689355752552063,2.3057732263354676,Iris-virginica
+11,5.246395282219087,3.399722207941148,1.4307304612145137,0.22250292969206165,Iris-setosa
+12,7.899998035077803,3.7853468261431145,6.322962540788638,1.9932073470754945,Iris-virginica
+13,5.659817474685208,3.0,4.154903131802495,1.2602003977615457,Iris-versicolor
+14,6.047546415638455,2.18860896554946,4.248748270110149,1.2763955600661,Iris-versicolor
+15,5.8043070540298904,2.7530141041920926,5.098816312487506,2.21917684943723,Iris-virginica
+16,7.718273062549771,2.806197998588523,6.723043181257629,1.952680269055051,Iris-virginica
+17,6.285360867783294,2.8194719729346986,4.452053386650336,1.4743686902234363,Iris-versicolor
+18,6.327277070973891,3.375745948109825,5.5113832926479445,2.369222583566774,Iris-virginica
+19,7.682148586621002,3.0,6.213980371918746,2.305103860948016,Iris-virginica
+20,6.101550881299272,2.261244871669759,4.996564857418946,1.5763543488276168,Iris-virginica
+21,6.295429350489593,3.399336553672745,5.513383600084179,2.360398329280697,Iris-virginica
+22,6.315291002238519,3.2873381247914377,5.9231514881454945,2.49999961706866,Iris-virginica
+23,5.443140251183052,3.905436838288344,1.3026390047945982,0.400631285288579,Iris-setosa
+24,5.4728099658691,2.477466750124597,3.6867858982954016,1.0456352880163233,Iris-versicolor
+25,6.6945215682976364,3.0,4.578657180597294,1.4523360271521601,Iris-versicolor
+26,5.039623608103074,3.30154479758428,1.5842483058439971,0.3598468631559059,Iris-setosa
+27,4.872491439643188,3.5160839709587988,1.5787692894137104,0.20124140904729004,Iris-setosa
+28,6.419463471795281,3.125846722674995,5.4326341140984304,2.2665465979482455,Iris-virginica
+29,7.717817560998548,2.8662373924235247,6.715126715497437,2.039591677517955,Iris-virginica
+30,7.725542607567448,2.626372666079494,6.899998033867632,2.2758208808093077,Iris-virginica
+31,6.258513953203818,3.3141500203627863,6.068347751816725,2.5,Iris-virginica
+32,5.9687371149207,3.234604866326485,4.765324676681041,1.752084997565435,Iris-versicolor
+33,6.54465060977994,2.6126533860538776,4.67686610277098,1.4928975450253694,Iris-versicolor
+34,5.658188621219766,3.0,4.24655340250485,1.2815934934923565,Iris-versicolor
+35,5.468425723929309,2.5326315934676087,3.9471255274465458,1.1702881420851854,Iris-versicolor
+36,6.271214627225697,3.4011243686430754,5.4528419681454565,2.3728599357198323,Iris-virginica
+37,5.057361168476903,2.0000004747059292,3.6064751228050125,1.0037747275877251,Iris-versicolor
+38,4.797218855589616,3.399755535032706,1.9388406109237404,0.2054647981231112,Iris-setosa
+39,5.285745090052875,2.8408903950711513,4.200970075020408,1.4223861573675125,Iris-versicolor
+40,4.600616414117962,3.1598424211245035,1.4853373143184616,0.19935698030504667,Iris-setosa
+41,5.988117591315387,2.7285313417358816,5.043647371102968,1.9151404609471692,Iris-virginica
+42,6.340189331949805,3.3961280286890605,5.559636343431978,2.3863521763077475,Iris-virginica
+43,4.692027931965627,3.2595653310963693,1.4251721544377962,0.19535262942808573,Iris-setosa
+44,7.030897453563682,3.2272854529853525,5.904214280205792,1.9315886977298593,Iris-virginica
+45,4.815846156486183,3.405114422283266,1.7916473489543625,0.2031428971532272,Iris-setosa
+46,5.738617457151365,2.873035410561723,4.223918904938537,1.0673968777687632,Iris-versicolor
+47,4.476394791277383,3.0,1.4032748768419936,0.2055786099229098,Iris-setosa
+48,4.559425752320043,3.1249970871856254,1.4848687254360173,0.20099967752976855,Iris-setosa
+49,6.55360713233966,3.210564606456655,4.745235817945366,1.559405112480544,Iris-versicolor
+50,6.183021736600072,2.1992154335696927,4.447677912358808,1.3775165666676497,Iris-versicolor
+51,4.963558789390245,3.0,1.5896400746318242,0.19833855782766358,Iris-setosa
+52,4.956330677161464,3.448029701104243,1.9927311622678483,0.2445748661392481,Iris-setosa
+53,4.6495284271129895,3.61137311528976,1.0,0.20689631418847143,Iris-setosa
+54,4.936984185114467,2.0,3.471506451887981,1.0265511606573479,Iris-versicolor
+55,5.601240514981167,2.9857967425916003,3.813026395202962,1.3223360435764187,Iris-versicolor
+56,6.83811883624215,2.777874160731545,4.784820223486159,1.4079838289801594,Iris-versicolor
+57,5.705031789873882,2.9271088557471794,4.02583000137557,1.2811917964697075,Iris-versicolor
+58,4.591932852795398,3.6756184731789783,1.0,0.19885956907418945,Iris-setosa
+59,5.003562072636799,3.7228156461235002,1.4376125248322846,0.20050546379956458,Iris-setosa
+60,6.775204418299156,2.9727775827040466,4.907174631769624,1.5451085072775876,Iris-versicolor
+61,6.017998039875478,2.8966376017376336,4.643332766897896,1.3617588218534473,Iris-versicolor
+62,5.270241997104907,3.408626253485574,1.41939091424562,0.20336786133026843,Iris-setosa
+63,7.708428340809874,2.613786072288391,6.899998049856387,2.30703388920389,Iris-virginica
+64,6.058841351573456,2.1814455562330504,4.152254134160555,1.1249330291739594,Iris-versicolor
+65,4.3,3.0,1.0998799058962743,0.1,Iris-setosa
+66,4.3,3.0,1.0911263658674666,0.1,Iris-setosa
+67,6.601315388223918,2.91771455360896,4.581598506741248,1.5062981081421207,Iris-versicolor
+68,6.9002539231463595,3.133435863150385,5.904114173153996,2.305467432727784,Iris-virginica
+69,5.512421891843066,3.8086915717558614,1.4528231510087346,0.344552876022543,Iris-setosa
+70,7.9,3.849119253519178,6.4534689495451625,1.9788643101789272,Iris-virginica
+71,6.720706471875765,3.0,5.0033450587340855,1.7113364989748618,Iris-versicolor
+72,6.255824378734797,3.299394981317246,6.066432503401654,2.4999997654945214,Iris-virginica
+73,6.413956206434307,2.896549749578476,4.715761389123139,1.4114467033935336,Iris-versicolor
+74,5.7941410978112,2.734120137162414,5.087249079527912,1.9566025985657032,Iris-virginica
+75,7.080669381594816,2.566930237607333,6.345778887209013,1.8238688726099188,Iris-virginica
+76,7.173100146195657,3.160129876782524,5.845547306839823,2.2435760017712507,Iris-virginica
+77,7.691802178878068,2.8646646884997233,6.678247880928559,2.0460264572086944,Iris-virginica
+78,5.25423520985616,3.5451889644370316,1.3614317539832226,0.23537186162667875,Iris-setosa
+79,6.388520433629752,3.0,4.9868671965732485,1.9123857157724724,Iris-virginica
+80,5.969826665236951,2.252086920009359,4.07727592341023,0.9099142473990508,Iris-versicolor
+81,4.300001023099089,3.0,1.081519038826609,0.10000014466807713,Iris-setosa
+82,6.411787288570999,3.1702083181758454,5.203976571769545,2.234727704272098,Iris-virginica
+83,6.903495029566876,2.5218313384737336,6.31075286755087,1.8328866010064018,Iris-virginica
+84,5.404299977227777,2.5946389748809104,4.031450935951241,1.3213363447642101,Iris-versicolor
+85,4.90090650680409,2.0,3.625073247974697,0.9884556550039657,Iris-versicolor
+86,4.631878409061741,3.697272341818505,1.0,0.1889234711777643,Iris-setosa
+87,6.343472796104185,3.2215315137599245,5.19034224482309,2.247897340366326,Iris-virginica
+88,6.526061186901026,3.246805408918338,5.547460473218658,2.2857919964798006,Iris-virginica
+89,4.830990152442218,3.0177413929517924,1.4713734180727354,0.10000009749840659,Iris-setosa
+90,5.626799551072418,2.5093637516811853,3.9105739094781233,1.0822863722655038,Iris-versicolor
+91,5.768627468208374,2.690799686416533,4.258599102449987,1.139523455646986,Iris-versicolor
+92,5.121984363859567,3.4109681440569477,1.406634548224428,0.1970607045070768,Iris-setosa
+93,4.3000014053643305,3.0,1.1078193882334901,0.10000012283035159,Iris-setosa
+94,5.585674045685987,2.984544320121947,4.440922542140639,1.447900220423176,Iris-versicolor
+95,5.361493265712656,2.560205151580077,3.766210544574048,1.2406022643378884,Iris-versicolor
+96,4.970350527339844,2.0,3.1968251238325722,0.8360995606388879,Iris-versicolor
+97,4.825433215522079,3.0,1.394173252680059,0.10000009619073853,Iris-setosa
+98,5.720321209527784,3.0,4.110083235151906,1.1988216672303174,Iris-versicolor
+99,4.362920700892158,2.8018983209404515,1.3641715264515053,0.18796539589861655,Iris-setosa
+100,4.873085439455296,3.0922558647256344,1.4619319464586522,0.1000001070306916,Iris-setosa
+101,6.002983177477766,2.2136427655330326,4.9587513974816355,1.5043016087607648,Iris-virginica
+102,5.773018531899079,2.717592242815583,5.063540536478923,2.056926842366599,Iris-virginica
+103,7.669107612407736,2.604913601919338,6.9,2.317525907032308,Iris-virginica
+104,6.343060343708402,3.165883697929564,5.366031956683542,2.2974665955450764,Iris-virginica
+105,5.72118774665875,2.6081924633797664,4.16967012041456,1.003700941872246,Iris-versicolor
+106,5.687689900086526,2.9395527094171934,4.104496634950269,1.1701771479770107,Iris-versicolor
+107,6.199972668133054,2.793283055736625,4.865449650697152,1.8475153273429346,Iris-virginica
+108,5.52573183354779,3.732065159731448,1.5026114422132157,0.34850083609442173,Iris-setosa
+109,7.663272685381366,3.0,6.008166760325972,2.3180419376106918,Iris-virginica
+110,4.300000499322162,3.0,1.097395395628218,0.10000009185142647,Iris-setosa
+111,6.081577699097201,2.573111490593912,5.524331113586758,1.4492413465780998,Iris-virginica
+112,4.836886842568713,3.0,1.406890104337816,0.1,Iris-setosa
+113,7.899998785815378,3.853434654264387,6.327338835868322,2.0068158180846676,Iris-virginica
+114,6.665932652842314,2.4616572164073696,5.711867834745249,1.7609722902234866,Iris-virginica
+115,5.819629173765269,2.7102689812548486,5.0969767588643204,1.9334167033110927,Iris-virginica
+116,5.881320354952685,2.7703938597802344,4.3208728968367165,1.0841621702905817,Iris-versicolor
+117,4.441377657875869,3.0926631347623057,1.4061010068126056,0.20604456839018767,Iris-setosa
+118,7.689096180214889,2.5642526826660146,6.9,2.3094655837294398,Iris-virginica
+119,5.045082950901171,3.418850858722499,1.3883100631471132,0.19327510755610883,Iris-setosa

iris/tab_ddpm/1_0/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.08185529648299,2.6645362119738105,5.296935832040462,1.6021685480910406,Iris-virginica
+1,5.384973922615397,3.9189700700791197,1.2657205843440043,0.43927008246173305,Iris-setosa
+2,6.676215780965068,2.479280989876795,5.773459712781358,1.7219797010549347,Iris-virginica
+3,6.443245635740151,3.1575047512356886,5.382729540301595,2.2495308169411006,Iris-virginica
+4,6.257887449314692,3.4026796172553078,5.579818620638113,2.4019748484835914,Iris-virginica
+5,6.952294501443359,3.2061070816831956,5.732379692036293,2.1553796172268824,Iris-virginica
+6,4.60581506375112,3.1199645429926104,1.5243981476618464,0.20072590566646661,Iris-setosa
+7,6.219386525242242,2.7278946375647557,4.944713483588513,1.7131734332957724,Iris-virginica
+8,6.802870265559631,2.810423540614286,4.842503630853896,1.4237018096957423,Iris-versicolor
+9,6.922912010824432,2.513694620848551,6.186687277623069,1.8166507370715734,Iris-virginica
+10,4.875938528337881,3.020657370360434,1.4955450043724003,0.10000009473220257,Iris-setosa
+11,6.015246617443061,3.4018878160774833,4.450365408567966,1.6014988048214882,Iris-versicolor
+12,5.815132153460681,2.753800986890532,4.380646181128531,1.3679487434349151,Iris-versicolor
+13,6.740540817711239,3.0,5.01329812950528,1.6949338319472032,Iris-versicolor
+14,7.7169524489634815,2.816880769455812,6.729874990060084,2.046837294002155,Iris-virginica
+15,4.30000054714851,3.0,1.0982353379390835,0.1000001059339818,Iris-setosa
+16,6.571700766824431,3.0,4.509239129762143,1.4430507644600936,Iris-versicolor
+17,5.733271390099135,2.72242995419297,5.083727922025199,2.055184064501981,Iris-virginica
+18,4.982150097719449,2.0,3.6128691308065237,1.003751584423353,Iris-versicolor
+19,5.827240357000555,2.697601699091474,5.091633762511353,1.8946724068762513,Iris-virginica
+20,5.749379146816462,2.746145115599956,5.110369061065932,2.1273886074585344,Iris-virginica
+21,6.066499868487635,2.601299432340061,5.605460105730067,1.4402211649686492,Iris-virginica
+22,5.525080103654356,4.199998972401255,1.4179893133585557,0.20314342939167823,Iris-setosa
+23,4.578778737006902,3.1549208131182422,1.4250967490742472,0.19768474521114443,Iris-setosa
+24,6.641097615649743,2.507071652511399,5.771154736996986,1.7345391918807973,Iris-virginica
+25,6.195631694261729,2.5303563983362127,5.166231913959699,1.5698203061267697,Iris-virginica
+26,6.10154716718729,3.155861203558761,5.649397009599547,2.4999710062302896,Iris-virginica
+27,5.737408162072531,2.9069772733980668,4.194605433457887,1.2113754646131318,Iris-versicolor
+28,5.766178524817752,2.749945361930305,3.9456123716360603,1.092937780328907,Iris-versicolor
+29,6.298311136499957,3.327655254458656,6.039136620176787,2.5,Iris-virginica
+30,6.201598795333967,3.409682057995553,5.43428551477007,2.3849821666757762,Iris-virginica
+31,7.638468569870464,2.602635928301512,6.9,2.2686397958036446,Iris-virginica
+32,6.189371467792342,2.400962035374772,4.974121694766552,1.7560288691532748,Iris-virginica
+33,4.599628776851324,3.6085943750024856,1.0,0.20050366307629025,Iris-setosa
+34,6.990046302135289,3.168099161815079,5.449844107816069,2.304219376447536,Iris-virginica
+35,5.178716718235054,2.504135696255292,3.118170466802104,1.089461823839092,Iris-versicolor
+36,6.696605639057969,3.1705501258519586,5.519448309656691,2.3120225866910498,Iris-virginica
+37,5.057073409767988,3.525852920700369,1.3840690488288385,0.2012384107803608,Iris-setosa
+38,6.5273907392792605,3.1630403510113965,5.433657933694103,2.2773500416076873,Iris-virginica
+39,5.520566953685656,4.199999219957835,1.3926125679474242,0.19970328451010788,Iris-setosa
+40,4.92306700919434,2.0,3.6230544807466005,1.0614709174608894,Iris-versicolor
+41,6.283562490760662,3.322757981565552,5.937457039530161,2.499764019114598,Iris-virginica
+42,4.604374068703711,3.1603488117688463,1.4345700199118148,0.2016997924866242,Iris-setosa
+43,5.850903516965872,3.147249519150527,4.708733598585324,1.6995713638415981,Iris-versicolor
+44,5.859066550700295,3.1467181584064035,4.708054756916469,1.6457630611301166,Iris-versicolor
+45,4.3,3.0,1.1063282918249482,0.1,Iris-setosa
+46,5.111589011038036,3.3028356419042484,1.9347023430026673,0.4413301728766873,Iris-setosa
+47,5.220903159307133,3.4089769802632435,1.4013156752194749,0.19816385780216472,Iris-setosa
+48,4.6008157062651955,3.1476948232171447,1.4658712753526606,0.2030575978135738,Iris-setosa
+49,5.847269052283337,2.8368424575938436,4.111628956557299,1.1065131351671353,Iris-versicolor
+50,6.32233738674499,3.318133499930201,5.924877537717022,2.5,Iris-virginica
+51,7.36139505330157,3.0,5.465235472586967,2.267221491797374,Iris-virginica
+52,5.3684878872414545,3.378939846373554,1.5563932040539945,0.5067141836190108,Iris-setosa
+53,5.566593195115324,3.0,4.4485897930876135,1.4558518247327887,Iris-versicolor
+54,6.765595166849346,2.8808536863133867,4.914493465550856,1.517887146008398,Iris-versicolor
+55,6.115050736630876,2.3122100489226582,5.080167906866347,1.5421300152441109,Iris-virginica
+56,4.433681727535414,3.0304177340099194,1.3720550639306082,0.2036001522247095,Iris-setosa
+57,5.820021734586187,2.9198954214513755,4.546741829310528,1.3974325806669325,Iris-versicolor
+58,5.491853124256346,2.5403422831147155,4.031008273214656,1.3553707911416761,Iris-versicolor
+59,4.769990761157124,3.376715156530109,1.873512629903066,0.19692582460670308,Iris-setosa
+60,5.9909292724854915,2.817988738960481,4.311244460606718,1.113952008406738,Iris-versicolor
+61,7.9,3.857304098013143,6.4655760739896175,2.057781010658956,Iris-virginica
+62,6.2024185257558,3.338782537378164,4.695904770143843,1.6185409012801575,Iris-versicolor
+63,5.1060666361372355,3.4062794101328833,1.3927317997953215,0.1988468808482468,Iris-setosa
+64,7.20897575027769,3.0636035173193132,6.233790717354988,2.2596847821546775,Iris-virginica
+65,7.7314525633920175,2.870716671118625,6.540388468561387,2.171251076385824,Iris-virginica
+66,5.111149545717798,2.492856765008168,3.137404877299616,1.1119991916477647,Iris-versicolor
+67,5.079430142223374,3.405896753846942,1.4011761502014897,0.2005468607435993,Iris-setosa
+68,4.932234291722187,2.0,3.584347306185569,1.0971852736454624,Iris-versicolor
+69,4.9980219553982925,2.0000004771103583,3.6361775026835472,1.0568145526648698,Iris-versicolor
+70,6.589865935786932,3.160759698821805,5.143958300786512,2.270279765256986,Iris-virginica
+71,6.59919676704495,2.429340729079279,5.558788560414473,1.8258059257772907,Iris-virginica
+72,5.986112443972779,3.401946386911074,4.526285220336958,1.5963524959199487,Iris-versicolor
+73,7.696664620995513,2.9641623636078616,6.688476430968054,2.0700818833187555,Iris-virginica
+74,6.763820622232296,2.5020827934937566,5.795673684196536,1.8046723705312069,Iris-virginica
+75,5.335453235349966,2.5824610239104326,3.6887499070399627,1.1836590443819215,Iris-versicolor
+76,5.6857923224411415,3.0,4.22212635940195,1.2670501051124032,Iris-versicolor
+77,7.30317632001257,3.0,6.300802770877113,1.9477606468945645,Iris-virginica
+78,5.529329345630194,3.0,4.324936547531897,1.3886900517776948,Iris-versicolor
+79,5.70884734151384,2.873669823830692,4.23161094001356,1.2531658361128175,Iris-versicolor
+80,7.899996856346179,3.7014659250365276,6.3122900063275456,2.0122185092626044,Iris-virginica
+81,6.475055086658102,3.2539805913814694,4.727831133353294,1.5762069038125308,Iris-versicolor
+82,4.826803983605419,3.0,1.4303318340191475,0.10000010842206516,Iris-setosa
+83,5.003126028224323,2.512131109952388,2.732619682653615,1.107226761560321,Iris-versicolor
+84,5.732573938490285,2.8871396940841882,4.5046517408432,1.3462982308206992,Iris-versicolor
+85,4.605830355374626,3.618344975135977,1.0,0.20040546923546013,Iris-setosa
+86,4.882843848512273,3.573610906781293,1.8310098818869225,0.20208397037435516,Iris-setosa
+87,5.813617339650424,2.852062787247166,5.127169017399162,2.4371711727649097,Iris-virginica
+88,5.930666189577161,3.0,4.653281928421741,1.6646719260465388,Iris-versicolor
+89,5.671858652938357,2.4322347920551466,3.9316330287174943,1.0443644838182709,Iris-versicolor
+90,6.332945845016239,3.4026221988148126,5.613241359052016,2.413957337803758,Iris-virginica
+91,4.3,3.0,1.0984026331566588,0.10000012310655948,Iris-setosa
+92,5.530771249392388,3.0,4.5446547862473645,1.4929548315930528,Iris-versicolor
+93,5.582425094816714,2.50109541070003,4.013194549409407,1.2405137439641036,Iris-versicolor
+94,6.3092828487055055,3.4108918754927506,5.52192583089736,2.39887264321855,Iris-virginica
+95,4.994421877112194,2.000000848130617,3.257288372744704,0.9647696778707789,Iris-versicolor
+96,5.800964425465586,2.6880927770006933,5.2478906079404934,1.7119221519686125,Iris-virginica
+97,4.3,3.0,1.0932419897683276,0.1,Iris-setosa
+98,5.982524332121205,2.2190894129428824,3.9595387175766574,1.0186635129314532,Iris-versicolor
+99,4.84270883289697,3.002805888344789,1.4650343091204518,0.1,Iris-setosa
+100,5.093657434529407,3.5425303826235357,1.370649661674999,0.19951000757892579,Iris-setosa
+101,5.339343887076686,2.6868360711498607,4.095686952715404,1.428478055388842,Iris-versicolor
+102,5.092212256737406,3.8571493716559146,1.9379409184452452,0.20204872294194598,Iris-setosa
+103,6.069414780317933,2.396571163068111,5.178089898043542,1.4705561975219061,Iris-virginica
+104,4.300000773327005,3.0,1.0977562024395267,0.10000011540052685,Iris-setosa
+105,5.980364947458289,3.405803494392015,4.41605212469253,1.5979194177086726,Iris-versicolor
+106,4.3,3.0,1.101083623488667,0.10000012297980189,Iris-setosa
+107,7.567837017586822,3.0,6.5827181447350585,2.065313528056271,Iris-virginica
+108,6.129996130040806,2.595828247102873,5.679679188166984,1.4009450638405752,Iris-virginica
+109,5.401147242227583,2.4676733901891676,3.650593698399631,1.083897181231567,Iris-versicolor
+110,4.300000645554637,3.0,1.0860697631301583,0.1000001000565555,Iris-setosa
+111,4.786172812282455,3.3985142809928703,1.679125253799593,0.20078054614059096,Iris-setosa
+112,7.524760842486089,3.0,6.593227535512988,2.142454288911517,Iris-virginica
+113,6.133640301148814,2.166075354960924,4.257506484693663,1.290946980479591,Iris-versicolor
+114,5.023020413897256,3.622658364620938,1.4051824417565857,0.20142226930825982,Iris-setosa
+115,7.899999015645783,3.738557327525981,6.434910442000924,2.0281643129683937,Iris-virginica
+116,6.847135405517821,3.1045199573114113,6.128259336867817,2.275914798247573,Iris-virginica
+117,7.6836325282066795,2.7686119088874173,6.694158715220592,1.9879638258312051,Iris-virginica
+118,4.436659783940919,3.177710686714379,1.3455943007311737,0.19947198829781015,Iris-setosa
+119,4.733218118677414,3.0,1.417733940729104,0.25277292480936586,Iris-setosa

iris/tab_ddpm/1_0/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_0/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+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/1_0/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.059487702062337,2.2910004567586864,4.9961129665923805,1.5550300964692643,Iris-virginica
+1,4.591857241981446,3.6945143437105616,1.0000003630072327,0.20066866416478654,Iris-setosa
+2,6.197814741913189,2.66457835398559,5.363343783153293,1.5009897183229004,Iris-virginica
+3,6.918702590375809,2.812919317915166,4.821731300910064,1.4097115362431367,Iris-versicolor
+4,6.233268523496575,3.4080528184283687,5.6212668161616,2.353071400211809,Iris-virginica
+5,6.6306648173962435,3.2067842601477903,4.763880594693942,1.5629510431784859,Iris-versicolor
+6,4.9630540454876035,3.0,1.5836679293633207,0.1997982568758949,Iris-setosa
+7,4.77903406396797,3.3775941413446033,1.582582927339171,0.19821387744988475,Iris-setosa
+8,6.3065810336775385,3.288041156921063,5.935724638028759,2.4999997582490825,Iris-virginica
+9,5.792619885755877,2.9708764320336933,4.576821719886695,1.4912142386907663,Iris-versicolor
+10,5.569094943339954,4.199998030888864,1.4148893597153116,0.21127062019993897,Iris-setosa
+11,6.752181578277546,3.212076992902656,5.4287528169060515,1.9841422036039076,Iris-virginica
+12,5.714882731013653,3.0,3.8688603194451674,1.2984644767861666,Iris-versicolor
+13,6.621167826695469,3.1767910057613262,5.200480793904185,1.9794929958475136,Iris-virginica
+14,5.795116676140038,2.7017880833335917,5.086498132540674,1.9409527785047342,Iris-virginica
+15,5.696494288733805,2.8704901408569956,4.198728084677397,1.3290117713924416,Iris-versicolor
+16,6.065821837563979,2.5750779876654915,5.5891427592050045,1.3841651457422344,Iris-virginica
+17,5.231170023260103,3.4068813184915547,1.395942508989238,0.1984108374133584,Iris-setosa
+18,7.742789156063074,2.6146606986928465,6.9,2.3049699289884265,Iris-virginica
+19,5.085679251351936,3.3536009358684424,1.6212142254854527,0.49117826291948585,Iris-setosa
+20,7.731850104506338,2.630240209700055,6.8999987932374784,2.2852259785020346,Iris-virginica
+21,6.064740753781438,2.728979383590369,4.969987254466656,1.7942166719721588,Iris-virginica
+22,6.027776206376286,2.1953508139326114,4.986612780954593,1.5368634380295412,Iris-virginica
+23,6.293679797632984,3.394968028962626,5.579408194138453,2.4052391297524007,Iris-virginica
+24,5.378364543465954,2.6025939370410636,3.7265144111433623,1.215856796995201,Iris-versicolor
+25,4.851558379722859,3.578355496298315,1.9442131216425158,0.2028711555323651,Iris-setosa
+26,7.709195186572634,2.869379277973676,6.665844043747787,2.098875263480623,Iris-virginica
+27,4.795553686252239,3.392115526677164,2.0907220992078326,0.20260496649344198,Iris-setosa
+28,4.820492429905695,3.4041317669174633,1.8439622338128785,0.2039500734433788,Iris-setosa
+29,5.517689936365679,3.0,4.505373528558899,1.485186668536516,Iris-versicolor
+30,4.463551522508926,3.223558154465838,1.3300134655182783,0.18622738928429936,Iris-setosa
+31,4.3,3.0,1.076267734240006,0.1,Iris-setosa
+32,6.010643627036099,2.190604031039108,4.060582874417986,0.9417054831356257,Iris-versicolor
+33,5.130821012748899,2.6617572887579692,3.8105054704685526,1.395092458949018,Iris-versicolor
+34,7.711346770163701,2.57292526455463,6.9,2.2786805795481433,Iris-virginica
+35,5.2100723067350785,2.000007436900014,3.6398527064122903,1.0894053267163855,Iris-versicolor
+36,5.360860514420474,2.473719640723468,3.626019014118782,1.0643985925549386,Iris-versicolor
+37,7.9,3.7982574991399636,6.36211396742562,2.0300612806906315,Iris-virginica
+38,6.711953578314626,3.0528207797855598,4.658499264131895,1.4692146169516942,Iris-versicolor
+39,5.14948283394035,3.3656920961786763,1.5689850192815922,0.41943225815094953,Iris-setosa
+40,5.502128189741859,3.0,4.460373571357871,1.4870358125125387,Iris-versicolor
+41,5.486761337506755,4.2,1.4106773997359667,0.2019539981905003,Iris-setosa
+42,7.9,3.808068852138889,6.346351090766877,1.982366502322389,Iris-virginica
+43,6.612781306044864,3.1736244045801683,4.735935176463124,1.523842958342831,Iris-versicolor
+44,5.663589989556857,2.8567539686547936,3.842906526161264,1.2335692749848564,Iris-versicolor
+45,5.127502573277073,2.521159577660137,3.383089975066513,1.2089326265233185,Iris-versicolor
+46,4.9700361817397,2.0,3.6415000269892808,1.0266981321827475,Iris-versicolor
+47,5.745667261006162,2.921312766891612,4.46162951374029,1.4750632915572657,Iris-versicolor
+48,6.284237842902465,3.3845893848059188,5.598648397734512,2.3814308165462523,Iris-virginica
+49,4.7999362812778426,3.0,1.418555242342803,0.3067150512623382,Iris-setosa
+50,5.709012518927938,2.7702289312198243,3.9888579069541095,1.3217681311730411,Iris-versicolor
+51,5.544359937443694,4.199981111905579,1.322949343089506,0.22020764251108754,Iris-setosa
+52,4.801775429522154,3.4393697261092657,1.7485550728655426,0.20109667251622151,Iris-setosa
+53,5.0495425835479875,2.000000673501231,3.6048678664615252,1.0448323255583687,Iris-versicolor
+54,5.052878129176041,3.0,1.593244338572847,0.1953476985793755,Iris-setosa
+55,6.49553350628008,3.0,5.662871493710657,2.2518674649371704,Iris-virginica
+56,5.188504198654318,3.32429005439717,1.5495319833683365,0.23963698471494588,Iris-setosa
+57,5.73024610250705,2.7292935293269194,4.229386715924077,1.1203293196851443,Iris-versicolor
+58,5.387770270779511,2.8093122441327774,3.7267281252843505,1.3659053437392552,Iris-versicolor
+59,6.6367537216578185,3.2876022673456373,5.6526212668269835,2.354628617501408,Iris-virginica
+60,6.976011391270303,3.1145595216825392,6.18511111497222,2.2528342499651695,Iris-virginica
+61,5.726416518664159,3.0,4.595609047699859,1.5749333831939807,Iris-versicolor
+62,6.348016556664792,3.279134498292857,4.702423589842425,1.5883331114112789,Iris-versicolor
+63,6.731803081840584,3.0,4.961500399396539,1.6219920016700107,Iris-versicolor
+64,4.9562017138962995,3.564111059066251,1.6953097893303546,0.21467287865485077,Iris-setosa
+65,4.664330047369698,3.0,1.4061050732457332,0.25975180434429856,Iris-setosa
+66,5.504203670145505,3.0,4.498942219955644,1.4553615623393186,Iris-versicolor
+67,4.961755310093544,2.0,3.599773025284649,1.1086782229390666,Iris-versicolor
+68,6.048521413658745,3.261486359206962,4.767369245319486,1.6696586971298908,Iris-versicolor
+69,6.967844433325141,3.169942936307571,5.515028462049089,2.313524894391219,Iris-virginica
+70,4.3,3.0,1.09063511698483,0.1,Iris-setosa
+71,6.008889950872851,3.3915097076611502,4.469747773598956,1.6131417906458512,Iris-versicolor
+72,6.204134638754285,2.7339857251285076,4.887308094233104,1.828912956852482,Iris-virginica
+73,5.433151128339688,2.6927829406812025,3.5011054185615724,1.3071980408133514,Iris-versicolor
+74,6.69528606880998,3.1512945482439716,5.055289612619005,2.2255723084938217,Iris-virginica
+75,5.792074673816173,2.677872457273802,5.115597463010619,1.9239922808488925,Iris-virginica
+76,5.07370661858366,2.563555241846976,3.579037804524874,1.2911263325337368,Iris-versicolor
+77,5.41141283412318,2.5829893026544504,3.5861674158018793,1.1937575431857614,Iris-versicolor
+78,4.3,3.0,1.0936586072458716,0.1,Iris-setosa
+79,6.224616170794546,2.508038879594881,5.037863937410123,1.7529862274301276,Iris-virginica
+80,5.064713098811136,2.4965860791196306,2.677827572791731,1.067393923182027,Iris-versicolor
+81,6.691950250919255,3.0,4.989517603259207,1.6762286417576882,Iris-versicolor
+82,4.405716537165982,2.920467798102785,1.398613502473677,0.2046030159604267,Iris-setosa
+83,5.908222581789333,2.235518560894519,3.9604933179077153,1.0674651607555175,Iris-versicolor
+84,4.457360600687854,3.184870857201339,1.2903787729409304,0.20241474983420163,Iris-setosa
+85,6.193228937440013,2.9757500859566663,5.4425786347047485,2.2296842611911094,Iris-virginica
+86,5.3828918350748065,3.0,4.484997559981177,1.5024637124905478,Iris-versicolor
+87,5.2377139165792075,2.6289492433731465,3.8363704125340745,1.3541586047858627,Iris-versicolor
+88,6.81613331109179,2.7750281019334992,4.779639109252931,1.4043847349328322,Iris-versicolor
+89,6.773318134810263,3.2000689945469425,5.558039882555112,2.0397030828374825,Iris-virginica
+90,5.3251244990446045,2.627087141199511,3.489506685682751,1.196228621184637,Iris-versicolor
+91,5.270185313981119,2.496132889617518,3.6840799612040294,1.209716734634757,Iris-versicolor
+92,5.234523897156746,3.390226255124395,1.3927207258125438,0.20325850551471492,Iris-setosa
+93,5.839456663297235,2.8270858849658587,4.580350058295339,1.2421456375688407,Iris-versicolor
+94,5.038469257914666,2.0000005922169124,3.2015010938244535,1.0097058784849156,Iris-versicolor
+95,6.688923101700097,2.9523725847735443,4.810937772937082,1.5829738526234134,Iris-versicolor
+96,6.650976491085605,3.0,4.933002587608336,1.692105179962754,Iris-versicolor
+97,6.249929907150578,3.3008827569115917,6.018306240648345,2.499999776327362,Iris-virginica
+98,4.575254954960544,3.6140046879020313,1.0,0.17965441953817113,Iris-setosa
+99,5.477327644537387,2.4613154906255956,3.792661353264422,1.1445153182159673,Iris-versicolor
+100,5.789265967778415,2.9348828339388633,4.394064463680099,1.3629568274924901,Iris-versicolor
+101,5.601712063012738,2.4878353325752514,4.01832447274321,1.1037476660469019,Iris-versicolor
+102,5.4700294885003435,3.0,4.511639753696067,1.5098827960910464,Iris-versicolor
+103,6.716712075620999,3.03552923639776,4.643958229026767,1.4652729950069416,Iris-versicolor
+104,5.775694775291578,2.8569499058989103,4.287300377328648,1.1552733799760528,Iris-versicolor
+105,5.7493377935044965,2.8681305561347523,5.129330299237655,2.435626274238701,Iris-virginica
+106,4.300000805132988,3.0,1.1062526515567024,0.1000001345663278,Iris-setosa
+107,4.842695798085071,3.5315463994243546,1.5913936888270084,0.20015320560126382,Iris-setosa
+108,5.604145565435042,2.5244393792480775,3.8012327241389765,1.1600712916613896,Iris-versicolor
+109,5.338158897264036,3.391581088524511,1.5551249550594763,0.45482523810454123,Iris-setosa
+110,5.655615734279113,3.7929258381171618,1.572381629177587,0.3325611294838177,Iris-setosa
+111,7.710439222699541,2.588927270790505,6.9,2.2995003519089865,Iris-virginica
+112,6.010202189273802,2.9482697066328267,4.543253733859917,1.4605414522148454,Iris-versicolor
+113,5.643328352413995,2.7496578686007007,4.42358155835879,1.349496262992125,Iris-versicolor
+114,4.777105732730929,3.0,1.4034903702172907,0.3469365999913427,Iris-setosa
+115,4.3,3.0,1.1011483033169538,0.1,Iris-setosa
+116,5.218053046548784,3.4046216706748202,1.394711971260184,0.20402312428982772,Iris-setosa
+117,6.660168905204942,2.519604985022145,5.6574674258101965,1.7563319711217642,Iris-virginica
+118,6.0777090743174895,2.609247264250858,5.55931961149838,1.4162949202096886,Iris-virginica
+119,5.072344615652369,3.6640377165504225,1.501167557380817,0.19912752387172578,Iris-setosa

iris/tab_ddpm/1_0/2/test.csv

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