a

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

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.487774666680271,3.0453827674924274,6.427799090629303,2.126621881276032,Iris-virginica
+1,5.800906185430407,2.6814211636436966,5.111377069772086,1.866803453570917,Iris-virginica
+2,6.291115551181521,2.301174113299003,4.445383380162531,1.467374218894258,Iris-versicolor
+3,6.66534743755565,3.0,5.841596005495238,2.20742688282559,Iris-virginica
+4,5.486660084398168,2.998831326881915,4.479056145994693,1.4225470392002728,Iris-versicolor
+5,5.796114368017823,2.7212657478399023,5.056488071108861,1.8833104541671808,Iris-virginica
+6,5.100618776586174,3.526468395288875,1.416621154799401,0.1994405414727698,Iris-setosa
+7,6.039186792982178,2.2468355712539987,4.046938824814834,1.0254663927679053,Iris-versicolor
+8,6.890150888789476,2.8817624244965474,4.802826150150683,1.4630871971193884,Iris-versicolor
+9,5.032032959152129,3.4909566397156224,1.3883969316550302,0.19617011293750375,Iris-setosa
+10,5.423697959692789,3.0,4.421800249674185,1.44743576941024,Iris-versicolor
+11,5.404384567821383,3.7448696550025575,1.5236358517448272,0.201398475336933,Iris-setosa
+12,5.738082045202343,2.6303421816577526,4.508034034583354,1.2290875746943182,Iris-versicolor
+13,5.662918480297615,2.9224910470516754,4.097127798885698,1.2706202919911023,Iris-versicolor
+14,5.603084205883382,2.381501632446202,3.6435102646802,0.9726752469862845,Iris-versicolor
+15,6.51533187609084,3.0,4.420222638972993,1.4156855788676876,Iris-versicolor
+16,5.599850869617675,2.7404721342534515,4.463172618419128,1.2827160626154783,Iris-versicolor
+17,5.541972147218316,4.1999993611812645,1.4249984300957321,0.19672546213994652,Iris-setosa
+18,5.22617428370066,2.4555731423900564,4.024395428039653,1.061571225395487,Iris-versicolor
+19,7.622771700513664,2.848566352406413,6.61109053734799,1.9923232462656864,Iris-virginica
+20,4.609068356637311,3.572714253028996,1.0,0.19678377347645243,Iris-setosa
+21,5.699321111969015,2.851319451674961,4.29883604333088,1.310730062358308,Iris-versicolor
+22,4.9312196705708855,3.4441661705937903,1.550805760257272,0.27285281446546855,Iris-setosa
+23,4.994566223924623,2.0000040602459492,3.539085357375607,1.0357991311823718,Iris-versicolor
+24,5.125121153728343,3.0387507922512196,2.0388676293822336,0.19499926282336022,Iris-setosa
+25,5.650671783324272,3.0136804765162473,4.607681669999035,1.59913955748689,Iris-versicolor
+26,5.743193213802497,3.088436245483485,4.624960994458335,1.6258365745393555,Iris-versicolor
+27,5.702322613224618,2.9957794683551335,4.109734280123227,1.2728940535958433,Iris-versicolor
+28,6.106187136855096,3.3801324757649414,5.282835940350735,2.3159901806261067,Iris-virginica
+29,4.627223355712476,3.525150590289178,1.0000010917937265,0.2007104601640808,Iris-setosa
+30,7.493178549252435,2.8917322316202223,6.497857298688063,1.880968052476363,Iris-virginica
+31,5.846078682728761,2.6514862574413245,4.467438089274304,1.1990386743407686,Iris-versicolor
+32,4.748499748536626,2.9945978455247633,1.3612569198156974,0.37721003420718335,Iris-setosa
+33,5.2358679442715,3.3175417819238824,1.5554981533827956,0.2708365161966937,Iris-setosa
+34,5.0412329822920565,2.0000004819240766,3.7008942070906965,0.7785390010689788,Iris-versicolor
+35,7.3452148425416475,2.9136680282423755,6.303377909236168,1.79207813952836,Iris-virginica
+36,6.852272106914919,2.795730164849474,4.789939176370901,1.3955636708532404,Iris-versicolor
+37,5.041502152543546,2.000000541829462,3.7603118597378984,1.0206567244749434,Iris-versicolor
+38,6.476747986870656,3.187240864339529,5.0703988880397555,1.9505259153020853,Iris-virginica
+39,5.915243341037188,3.369670532027391,4.468183648037562,1.6068093656706282,Iris-versicolor
+40,4.886510429227911,3.4282253658663144,1.5731557241196623,0.2146129878719085,Iris-setosa
+41,5.076298444111467,3.281071686883469,1.5662861055385253,0.29109377588172697,Iris-setosa
+42,6.894755755011882,3.0541145312807068,5.094587042704852,2.2942309639228586,Iris-virginica
+43,6.045655227372905,3.4138769343287003,4.472853588924884,1.5801797343290582,Iris-versicolor
+44,6.331060999466105,3.2427622444169324,4.704634812139731,1.5923562634229327,Iris-versicolor
+45,4.951712225507385,2.0,3.4571980136162312,0.8914753535322093,Iris-versicolor
+46,6.3742216081076,2.941170903243192,5.151990236316626,1.792986643800962,Iris-virginica
+47,4.603552697536133,2.828989645252653,1.3219028813735023,0.349691283672293,Iris-setosa
+48,6.294104530810747,3.0,5.224994511685155,1.8038972531384883,Iris-virginica
+49,7.70154177552368,2.6026834070875746,6.899998877820959,2.2850480302796394,Iris-virginica
+50,7.678877557838596,2.5671905207186394,6.9,2.2893847599073567,Iris-virginica
+51,4.971582961354473,3.348719075112725,1.6543223093081907,0.33404485191313016,Iris-setosa
+52,4.87703728057561,3.0,1.4346655679568099,0.2544159745940604,Iris-setosa
+53,6.434982883435396,3.0,5.741535576023403,2.2270008656594875,Iris-virginica
+54,7.606014066141345,3.0,6.617708943922893,2.082989768266628,Iris-virginica
+55,5.490807519210529,3.0,4.512340940082895,1.4472166848596646,Iris-versicolor
+56,4.960481175127532,2.0,3.468447070312169,0.9402432657334086,Iris-versicolor
+57,7.406522009027605,3.0,6.302415450314845,2.103247580588994,Iris-virginica
+58,5.190256182918043,3.777122761695504,1.3888684678683945,0.29544293437980435,Iris-setosa
+59,5.669777785049069,2.920137330528052,4.516604093868138,1.3893780951683823,Iris-versicolor
+60,5.349791822206557,2.460820802601659,3.9622257471041364,1.1229525138361758,Iris-versicolor
+61,4.889037383846833,3.4254565926094744,1.5737554519764192,0.202553304863169,Iris-setosa
+62,4.597924966292209,3.657827740561204,1.0000004729718548,0.19798226727022233,Iris-setosa
+63,7.699412058682224,2.6016518830428836,6.899998838366292,2.3054731313738515,Iris-virginica
+64,5.924833121150208,2.5965651181578933,4.367126473323979,1.3178874393480753,Iris-versicolor
+65,4.777575600503229,3.4002779925293996,1.5747792309375657,0.19730933732133105,Iris-setosa
+66,5.544686242023486,2.4001831133180334,3.804532097114149,1.00653394620522,Iris-versicolor
+67,6.4532956061353595,3.291423576937061,5.557004477294552,2.257501397561987,Iris-virginica
+68,4.911644248229191,3.0,1.4452830369800815,0.2243865737257949,Iris-setosa
+69,6.327777415026143,2.463675609473637,5.0142330738919805,1.879238880312029,Iris-virginica
+70,6.327530542192477,3.363524592663352,5.535578876417908,2.2884942622122275,Iris-virginica
+71,7.678973586441702,2.6151278280825148,6.8999980396602165,2.2918936696185623,Iris-virginica
+72,5.828545490720131,3.2182411399972546,4.833227525325976,1.865351953776446,Iris-versicolor
+73,6.484544937599871,3.0,5.406748439934936,1.7795898007162023,Iris-virginica
+74,4.58859089114088,3.5173825271095582,1.0000009183438996,0.19791212454705082,Iris-setosa
+75,4.571888763133368,3.570508255287424,1.0,0.20128354072091506,Iris-setosa
+76,5.105211454732529,3.6266229494160176,1.3958433433985158,0.19748382599768696,Iris-setosa
+77,4.487511383888046,2.263775142223866,1.283063293605007,0.29801775126448954,Iris-setosa
+78,5.862787681132336,2.208251136115934,3.955227339914157,0.8330399814275145,Iris-versicolor
+79,5.124031835874575,3.3495701514597314,1.567723007566172,0.4930728725374761,Iris-setosa
+80,4.504134486250381,2.299276063678849,1.3433864048836808,0.298948802893067,Iris-setosa
+81,5.920860721452776,3.2893676427843053,4.765934028459474,1.7795997337258052,Iris-versicolor
+82,4.984866135334462,2.0,3.635905809639838,1.0082398941002724,Iris-versicolor
+83,5.313174848130133,3.400804076532256,1.52385167101015,0.21778653556937877,Iris-setosa
+84,6.2503178308381875,3.1208180419369826,4.822779877140506,1.6943661776708723,Iris-versicolor
+85,5.712708392048575,3.060449539783898,4.269028003928379,1.2773333640837714,Iris-versicolor
+86,5.319348508550197,2.3971926815462794,3.65588930746377,1.0372809735234643,Iris-versicolor
+87,6.794929707910854,2.8586652544517013,4.87865321792502,1.503659749629476,Iris-versicolor
+88,6.709596198576934,3.0647120712616243,4.833179253950779,1.55806945899876,Iris-versicolor
+89,5.524078293949405,3.4800045685966734,1.9081399808777961,0.20161763228839136,Iris-setosa
+90,6.132468708166553,3.29338376266151,4.655955166983874,1.6383107332060183,Iris-versicolor
+91,6.302645946492382,3.314173438595311,5.461682987782346,2.2545998060716337,Iris-virginica
+92,7.11081064639639,3.0107907747592546,5.878614494938965,2.18876256392058,Iris-virginica
+93,5.065842194487451,3.1559926693169165,1.6660148885834485,0.21882768753355084,Iris-setosa
+94,6.515046258135211,3.0,5.546627242305131,1.7953887599586948,Iris-virginica
+95,4.400000844548517,3.22799651483001,1.3002230553522003,0.20051697335666815,Iris-setosa
+96,4.8633521088628076,3.0,1.4498874932665529,0.10000009373282204,Iris-setosa
+97,4.887814014774387,3.035702019558789,1.4541947306110938,0.1,Iris-setosa
+98,5.825289581156974,2.8804852953398576,4.3316958164315755,1.2604326341761398,Iris-versicolor
+99,6.119882892993728,2.9306476040912472,4.408298470442505,1.366808955874699,Iris-versicolor
+100,5.19176556319161,3.790998284772558,1.4761666856090665,0.37544685692649765,Iris-setosa
+101,6.273367253739363,2.6158099220699857,4.981616334533487,1.8200743820010215,Iris-virginica
+102,5.579970519489248,3.0,4.251709985106992,1.3714472569410412,Iris-versicolor
+103,4.969469553894353,2.4361695429665313,3.480135573841971,1.0298726919075822,Iris-versicolor
+104,6.354283776459752,3.0230320610779917,4.4391307065517,1.416699076142898,Iris-versicolor
+105,7.692469448853179,2.5791202151929227,6.899997391168747,2.284458065819695,Iris-virginica
+106,5.949164609675967,3.2385203436928713,4.764510965091789,1.7560144454884576,Iris-versicolor
+107,7.403569205988723,3.0,6.2565040778223056,2.105495285803237,Iris-virginica
+108,7.6621485668846185,2.552828757229842,6.9,2.2716551276673482,Iris-virginica
+109,4.400001233807914,3.1752644651346005,1.3344134552660152,0.2016095198956374,Iris-setosa
+110,7.899998615667775,3.7592370603538265,6.399062251605494,1.9830331540554187,Iris-virginica
+111,6.003666348434826,2.832169508619451,4.621448826517258,1.201032145997236,Iris-versicolor
+112,6.479044529383121,3.1893964543985236,4.808484598603251,1.6211996451709414,Iris-versicolor
+113,4.9235084508356985,3.1425585474099806,1.5256050554025153,0.1,Iris-setosa
+114,6.621859452759133,3.1161900212870757,4.729509796374713,1.5149329117089632,Iris-versicolor
+115,4.925879955748556,3.2728594509890288,1.9859046699441638,0.1987500821316115,Iris-setosa
+116,5.5532205061763875,2.996060552065955,4.441916763367574,1.4331197695143694,Iris-versicolor
+117,6.76773402971765,2.995609787878058,4.857162280416796,1.5924315735044563,Iris-versicolor
+118,6.3751292657227605,2.945102632926494,5.753565621769441,1.981179136685969,Iris-virginica
+119,5.02140945629555,3.6348668901480226,1.3448628038331112,0.20315838085604246,Iris-setosa

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

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

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

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

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.967122004675056,3.0069403229714484,1.4194615055093434,0.20143577982041602,Iris-setosa
+1,4.886995833694623,3.0,1.42517166283141,0.30740423993899657,Iris-setosa
+2,4.8520475473789855,3.0323864256622066,1.4607159672303824,0.10000015495387128,Iris-setosa
+3,5.502631253722119,4.199998572581081,1.403368758868425,0.20095749341988345,Iris-setosa
+4,5.727474399448707,2.903614786287072,4.095264495507348,1.2669329017664754,Iris-versicolor
+5,4.8987069054161285,3.0,1.3742529756533517,0.20752729668460254,Iris-setosa
+6,5.5881400941577475,2.666629835515209,4.460375948582836,1.2884104238287903,Iris-versicolor
+7,5.809432345108873,2.7089365768376417,5.113845446787264,1.8958592282757647,Iris-virginica
+8,6.110054749341109,3.4004553270677342,4.545252970314431,1.597024313843559,Iris-versicolor
+9,4.838149973849982,2.4335789173388553,3.2196194701200493,0.8963942361430832,Iris-versicolor
+10,6.590063852353476,3.0555757438075752,4.687932199221671,1.4491513545170942,Iris-versicolor
+11,5.548575147001351,3.0,3.8983643909339682,1.297138566776599,Iris-versicolor
+12,7.3359215834803715,2.880665168572367,6.3004794109586335,1.8107316443311687,Iris-virginica
+13,6.653696552004841,3.0,4.985711787744035,1.7350902031013529,Iris-versicolor
+14,4.693639589303031,3.0310568094315165,1.3734743804473335,0.20933652045124918,Iris-setosa
+15,4.400007287337556,3.1349635866782197,1.3004744145513665,0.18541556765537734,Iris-setosa
+16,4.990832378105732,2.0,3.2501427559487848,1.005121035517677,Iris-versicolor
+17,5.0661566337956705,3.0,1.8862385401257316,0.2042614348379377,Iris-setosa
+18,6.5011675797400965,2.651025696271424,4.585837845504255,1.345034937463664,Iris-versicolor
+19,6.298698303271263,3.1384572572422824,5.149988795681304,1.9030603446264414,Iris-virginica
+20,7.142653292611236,3.093892745522598,6.1580836846620635,2.202144080153065,Iris-virginica
+21,7.9,3.7657002469203564,6.37238368354261,2.016981272017948,Iris-virginica
+22,7.707371972920725,2.5842933201857194,6.899998256229145,2.3145677865156506,Iris-virginica
+23,6.893357492976428,2.9629729535766067,5.951397681021641,1.8010181227356936,Iris-virginica
+24,6.672227494316815,3.0230068284281746,5.8054916964011785,2.2350885199313617,Iris-virginica
+25,4.919946026848451,3.0,1.4612293567079067,0.20533604766594424,Iris-setosa
+26,5.074195392819547,3.5013601474753107,1.4029177538603046,0.20717713047288952,Iris-setosa
+27,7.752765867817902,2.594931877045133,6.9,2.3068908453613473,Iris-virginica
+28,7.899998807927998,3.8275408880797324,6.457334623047762,1.9885007324476562,Iris-virginica
+29,5.808439215985799,3.096003614975424,4.700624763505388,1.7644961734786178,Iris-versicolor
+30,6.0530292376602075,2.930932186920857,4.516726836043779,1.2355506911017378,Iris-versicolor
+31,5.796459582925949,2.773665445118794,4.279086276734014,1.1310760558645925,Iris-versicolor
+32,6.74211228965259,3.3194143200668065,5.6449816407849855,2.499999427864062,Iris-virginica
+33,7.552010523180385,3.0,6.561465146021383,2.060568485846603,Iris-virginica
+34,7.732251449044421,2.601220337802541,6.9,2.306923880224679,Iris-virginica
+35,5.424420531371542,3.818948282162568,1.4074908020144528,0.30894098791164765,Iris-setosa
+36,7.704867660187219,2.5427317763695725,6.899996550642234,2.278954477209937,Iris-virginica
+37,5.399318841824491,3.864931363101557,1.3039399984906574,0.48584477413367544,Iris-setosa
+38,6.073461481906496,3.3069352935978427,4.486819888751533,1.514322470715019,Iris-versicolor
+39,4.5755939488971205,3.6457209967952284,1.0,0.19306899464146676,Iris-setosa
+40,5.124340378894945,3.505310562095886,1.3689151662123564,0.19297641824919315,Iris-setosa
+41,4.78780113245252,3.0,1.4140420646473562,0.10000016501491346,Iris-setosa
+42,5.880141151462502,2.8351350264286364,4.5532622667023785,1.3741568913440392,Iris-versicolor
+43,6.752403492397173,2.801947261325789,4.773173469440367,1.4202361938098005,Iris-versicolor
+44,5.815657240082548,2.79722279760495,4.045512384333812,1.0333661221862411,Iris-versicolor
+45,5.7032928498178,3.7899723152974323,1.9891783185053729,0.2956622976020967,Iris-setosa
+46,6.371875643055242,3.3542210103429215,5.415023914766334,2.2861511960305774,Iris-virginica
+47,6.25919218606173,2.1975811509553123,4.433544080727223,1.4148311815856012,Iris-versicolor
+48,5.971510170122092,3.3800716893782043,4.54499657066376,1.609576016515828,Iris-versicolor
+49,4.830180398321204,3.3955078686967517,1.562511524311276,0.19846636111386712,Iris-setosa
+50,5.847946580795691,3.1940962617588275,4.797972777057494,1.79566335358941,Iris-versicolor
+51,4.99458229134388,3.0,1.5525723535086884,0.1984934465944841,Iris-setosa
+52,5.711529118531542,2.8402169663658796,4.21544640952586,1.3033726415561533,Iris-versicolor
+53,6.488735306899466,3.0,5.46105066085859,1.8136930617729619,Iris-virginica
+54,6.262878567032453,3.0,5.594364522131573,2.171315547532482,Iris-virginica
+55,5.014723575953827,3.459707822711582,1.5466006631505467,0.3632902126984295,Iris-setosa
+56,6.5452051999582075,3.2375293457435825,5.442383389198318,2.123320841847609,Iris-virginica
+57,5.744547048926224,2.9757090098467,4.24118269836853,1.2105623243466546,Iris-versicolor
+58,6.417109466698955,3.0,5.549992350419925,1.9409391279688448,Iris-virginica
+59,5.271444441637177,3.3438844024142362,1.4944035508391338,0.20465743435560507,Iris-setosa
+60,5.876376666946466,2.9896965472761288,4.327695275142573,1.2838295329013814,Iris-versicolor
+61,6.968335713146738,3.0769611051599615,5.077059236083223,2.3149443283539846,Iris-virginica
+62,4.81894769755274,3.395731110169957,1.9392597187165312,0.20037113334470733,Iris-setosa
+63,4.808483879460302,3.372717165308277,2.0776240894557043,0.20807728756769803,Iris-setosa
+64,4.4,3.227636759647651,1.3251657056540738,0.19209227626218522,Iris-setosa
+65,5.519510032431887,3.0,4.455749664626791,1.4522921183811854,Iris-versicolor
+66,5.629193742856745,2.3736830392062482,4.091251723511905,1.0708942404501849,Iris-versicolor
+67,4.768791102966182,2.366845003287911,3.0615616545971323,0.9688210680729281,Iris-versicolor
+68,5.16459295874464,2.385415891728976,3.5580573145621885,0.8867879323057131,Iris-versicolor
+69,4.902109978986003,3.0,1.4371626139642255,0.20137473302253975,Iris-setosa
+70,5.266839495827165,3.2334051933558077,1.9646716721716373,0.2048309937995991,Iris-setosa
+71,5.807502488106892,2.4150066931244645,4.058993711982518,1.0301367544912743,Iris-versicolor
+72,5.040021213538472,3.150271394249693,1.5291909486024595,0.3883179272034063,Iris-setosa
+73,5.528583556159682,3.0,4.548010443306833,1.554234724255348,Iris-versicolor
+74,5.668330869318196,2.4213533610866076,3.781169740053251,0.9121012043553427,Iris-versicolor
+75,5.582085903927279,2.9846948229350447,3.960261175903687,1.3274332469136283,Iris-versicolor
+76,5.059251955663516,2.4796819582328835,3.725736057816601,1.075192511955502,Iris-versicolor
+77,4.4,3.2076637646425823,1.3619257675543897,0.196220359012197,Iris-setosa
+78,4.899405147239898,2.421993851645282,3.123318741897747,0.9322250871201998,Iris-versicolor
+79,5.95052572973078,2.853610684170984,5.124740305068012,1.844813355089336,Iris-virginica
+80,5.165895825007348,3.495550518900695,1.4390374040968612,0.22410614853317068,Iris-setosa
+81,5.096019167302516,3.432852904629017,1.3733621160902905,0.20190597934820778,Iris-setosa
+82,6.673087486569052,3.3060919155394157,5.646321451205181,2.4999993525042816,Iris-virginica
+83,5.905452942047319,3.29532932542849,4.433484968060874,1.4769991549401271,Iris-versicolor
+84,6.8642183970756045,3.0756423804506414,5.143815967434677,2.3104141634999453,Iris-virginica
+85,7.683329264103523,2.6391784969134826,6.89999691423728,2.2764099585465596,Iris-virginica
+86,7.899998164849947,3.774774750496304,6.3358408388002525,1.986135301591463,Iris-virginica
+87,7.692688779016448,2.781966283507462,6.717200738286325,1.9786104342763051,Iris-virginica
+88,7.7005919707394686,2.62380792506923,6.9,2.2833695357792645,Iris-virginica
+89,4.4,3.2435093868990417,1.273125973341243,0.19280282389542214,Iris-setosa
+90,6.276146033754749,2.5174728233025334,4.995514962798476,1.8911876789314586,Iris-virginica
+91,6.353806223386435,3.268787060542869,4.65378763962312,1.5752782671707226,Iris-versicolor
+92,6.734223926623673,2.788757402175592,4.749806398837048,1.3822456565993804,Iris-versicolor
+93,6.40232229072553,2.8904239009127632,4.283359705990672,1.3043054753380183,Iris-versicolor
+94,7.684628973148306,2.5975707742014613,6.899998761865186,2.3022619630471697,Iris-virginica
+95,5.524853684525765,3.0,4.543045426738005,1.56123804778167,Iris-versicolor
+96,5.11569838937591,3.495685161229589,1.3812502825943551,0.1962155533634634,Iris-setosa
+97,6.306113763705946,3.266884673549414,5.523139820007263,2.2960216071584747,Iris-virginica
+98,6.595190152995371,3.152150875864301,5.432794089540005,1.9926035841422998,Iris-virginica
+99,7.558171334808815,2.8127905517690337,6.559827882961004,1.8750561550353328,Iris-virginica
+100,7.737014484354676,2.614612334550191,6.899998908187012,2.2920872258818736,Iris-virginica
+101,5.721365915110318,3.1252048487811095,4.683740336558141,1.6658840108364368,Iris-versicolor
+102,5.523255466305802,3.0,4.440533183880646,1.4280624009813345,Iris-versicolor
+103,5.578746510465941,2.949094362250546,3.638955577538088,1.2851517490646418,Iris-versicolor
+104,5.028253153909346,2.000000467473137,3.448998078858912,1.012674327261187,Iris-versicolor
+105,5.710072854364251,3.0,4.2530635099900636,1.2862231310294556,Iris-versicolor
+106,5.627906439743388,2.9094825260540778,4.264787708034043,1.3022398782155837,Iris-versicolor
+107,5.687777695196931,2.9769128189134975,3.9825191888495994,1.260697574917216,Iris-versicolor
+108,6.488438233798125,3.0,5.304075637314281,1.8308172835373768,Iris-virginica
+109,5.673804261693341,2.664163282924511,4.2401197851778125,1.090636539526159,Iris-versicolor
+110,5.793184899120973,2.695560232379189,5.115843061274607,1.9023084503672427,Iris-virginica
+111,6.8920022549550835,3.1838693945779175,5.7828495729098215,2.2691522868166314,Iris-virginica
+112,5.952786298268335,2.588206316794051,5.0467436384793745,1.8732266735601113,Iris-virginica
+113,4.753345395519985,3.0,1.334156297517265,0.1,Iris-setosa
+114,4.40000442516099,3.128781037411317,1.2906633341944365,0.20744045868633632,Iris-setosa
+115,4.89105704713359,3.081004314848668,1.4981090206236884,0.1,Iris-setosa
+116,6.647089666126141,3.0711089266867964,5.520516324611208,2.0665958756587934,Iris-virginica
+117,6.438787723676854,2.7211289128053373,4.362587890713514,1.1603371848137136,Iris-versicolor
+118,5.622844280054389,3.771672610745091,1.5178082023148263,0.2963758042437241,Iris-setosa
+119,6.408107718958508,3.2350957890433727,4.707541976338185,1.5384686054946064,Iris-versicolor

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

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

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

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

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.672789380437274,2.745865048101472,4.3892178417178425,1.2876714997269416,Iris-versicolor
+1,5.819553751770104,2.800414656184183,4.672821666153933,1.2935115829824564,Iris-versicolor
+2,5.894711616964752,2.8423497454063105,5.0913611467281195,1.8477076733597595,Iris-virginica
+3,6.004945713225659,3.388486602915311,4.4917817671253335,1.6077891596541003,Iris-versicolor
+4,6.698180684086131,3.285019797773605,5.7372052979236425,2.499999392167274,Iris-virginica
+5,5.728318391532617,2.99117838896588,4.251487550684368,1.2994470196739514,Iris-versicolor
+6,4.900564183283878,2.4397789154093226,3.0769234719183363,0.8228663003010319,Iris-versicolor
+7,6.262728277255649,2.3393172296865012,4.340231859046992,1.2414284387559973,Iris-versicolor
+8,6.739178134454423,2.9921565791598277,4.8599905628942635,1.6236194260315326,Iris-versicolor
+9,7.455450442442687,2.913338553287402,6.498707001492573,1.9467577043527058,Iris-virginica
+10,5.019988926909202,2.0,3.566818169572527,0.888717216523738,Iris-versicolor
+11,6.130939648635826,3.1766459006183494,4.763647222165263,1.7761020927434366,Iris-versicolor
+12,4.933428577607043,3.1042991098849657,1.5505048878823502,0.21856940334895145,Iris-setosa
+13,7.738289083519663,2.80317158542616,6.749760355335826,2.0198910061592725,Iris-virginica
+14,5.131626830627678,3.7825403806516023,1.373705906726141,0.29857634233762653,Iris-setosa
+15,5.531534205012949,2.4550883250473636,4.166167771484664,1.1257663080055864,Iris-versicolor
+16,4.861552113402,3.412063163161894,1.5740511422481944,0.2053775170169116,Iris-setosa
+17,7.640720999495369,2.8282607762109446,6.66132694865698,1.9536191123485334,Iris-virginica
+18,5.772336387729016,3.120472781406992,4.291808031127989,1.3964305994180433,Iris-versicolor
+19,5.909972694123,3.389974453015305,4.459744398490308,1.5629961230847709,Iris-versicolor
+20,5.024743480626605,3.38317308996464,1.5627543041197205,0.44527958141454127,Iris-setosa
+21,4.925904249118836,3.0,1.4609173582698143,0.1977481899047912,Iris-setosa
+22,5.830058986520205,3.0,4.553972671223998,1.453634406619242,Iris-versicolor
+23,6.060893259201074,3.203246959953291,4.793277992993586,1.704410386586502,Iris-versicolor
+24,6.5578393180956995,3.303350394415008,5.238433524026057,2.1278393661172097,Iris-virginica
+25,6.3871930121581615,3.310509565027477,5.376733075424186,2.2819125602157766,Iris-virginica
+26,4.81839257414318,3.0,1.3999030303746012,0.10000024550579913,Iris-setosa
+27,7.899998620707168,3.7241708245379312,6.308164063697133,1.9415994850605323,Iris-virginica
+28,5.331326428338431,3.4221993140046916,1.4489263731016024,0.2958071681700835,Iris-setosa
+29,6.9411525500724345,2.6471203728865578,6.012805924321937,1.7874234721545568,Iris-virginica
+30,4.495049656574952,2.3621692043107174,1.3037760109658603,0.2903092571266188,Iris-setosa
+31,6.694341233194566,3.0429183136354157,4.826831032028832,1.575286332678901,Iris-versicolor
+32,6.3029825132763735,2.6600930544762336,4.9187115923525075,1.7866793654868165,Iris-virginica
+33,7.720591452323981,2.8023525138188674,6.7088493469740484,2.0280251274355137,Iris-virginica
+34,5.046936089945365,3.6450258268258717,1.3979575259241668,0.20253201656432443,Iris-setosa
+35,6.427985555440536,3.3722891998311857,5.582392962766741,2.2783570570814646,Iris-virginica
+36,6.010465006187452,3.397043735360167,4.599571512990737,1.659168961171645,Iris-versicolor
+37,5.273466853652095,3.3797378688596806,1.5500635609029967,0.43212747358174075,Iris-setosa
+38,5.360334344213051,3.3657099723239527,1.5608407474196329,0.20296275824118876,Iris-setosa
+39,5.584467774259385,2.5651257015972515,4.223796682218332,1.131722921387749,Iris-versicolor
+40,5.808805004625874,2.908713607831318,4.275066833094301,1.2107332495377312,Iris-versicolor
+41,6.6251563154720285,3.2893692896178774,5.660660156681778,2.150406176632181,Iris-virginica
+42,6.707434093044518,3.0,4.946726667774894,1.6920063073704046,Iris-versicolor
+43,5.777014288123942,2.78640073351076,5.071821751965326,2.3763063058202785,Iris-virginica
+44,4.616167133524454,3.6620387375251453,1.0,0.19307621580869772,Iris-setosa
+45,4.990916295425959,2.0000007399904893,3.2732446024836683,1.001120855764444,Iris-versicolor
+46,5.129614905407637,3.5048640883460336,1.5371254481766554,0.5269190791443422,Iris-setosa
+47,4.618613356901528,3.7034827892964786,1.0000004063604562,0.20200628616617633,Iris-setosa
+48,5.824590553887808,2.6391159891629576,4.131666475467112,0.903691792545045,Iris-versicolor
+49,6.257856045466863,3.05967950549951,5.059499799857558,1.829843688048212,Iris-virginica
+50,5.8185859994099225,2.6884650302971163,5.157954274770275,1.888451620901659,Iris-virginica
+51,6.301903539626566,2.1907649917784933,4.413269438724512,1.467678572714321,Iris-versicolor
+52,5.520432746750263,3.0,4.41105332633814,1.4143115490003613,Iris-versicolor
+53,6.3574897065806395,2.290788840557318,4.4062526559191255,1.3032835169747232,Iris-versicolor
+54,5.795346138010743,2.8156779501957656,4.600418144537019,1.2812783237850853,Iris-versicolor
+55,5.815946370090097,2.7043709589563716,5.089784860723717,1.90810495509871,Iris-virginica
+56,4.9669769837779,2.0,3.446847953258457,0.9274220607350496,Iris-versicolor
+57,5.84105235477835,3.1598862804587955,4.68915363962686,1.6849092903987577,Iris-versicolor
+58,5.803137463719919,2.7046165394167154,5.1746034562427505,1.99670542006693,Iris-virginica
+59,6.71771602493237,3.207224810136985,5.4865592587990974,2.2312793369455894,Iris-virginica
+60,6.180219022276812,2.205825555109175,4.485800868653692,1.4818170144935268,Iris-versicolor
+61,6.3737318429892955,2.455272588147363,5.143778589267294,1.8765244804923082,Iris-virginica
+62,5.852953588993654,3.0,5.138185630424794,1.8114770661027242,Iris-virginica
+63,6.361068458203783,2.925960421625385,5.0194492963984985,1.7768147405959096,Iris-virginica
+64,5.516266671471191,3.0,4.568533479333249,1.5390119174254506,Iris-versicolor
+65,5.545008153973037,2.570127359595039,3.818087975555469,1.170243075326091,Iris-versicolor
+66,5.457008778081908,3.8067589774203876,1.5241771155265644,0.21336156954846844,Iris-setosa
+67,6.139436019875561,2.36567432048987,4.440127236794822,1.3011207693742541,Iris-versicolor
+68,5.0186457041571355,3.3173319787110156,1.7954219192793561,0.3931438589898222,Iris-setosa
+69,6.716059423400855,3.285511888232092,5.7400779598051175,2.4999996119890264,Iris-virginica
+70,7.6783093383514185,2.79544919306007,6.6738599613213445,2.0260306022806756,Iris-virginica
+71,6.223190200423376,3.0,4.450860542295964,1.3862825562334697,Iris-versicolor
+72,6.695892079355377,3.0,6.0543695963163175,2.133883267705859,Iris-virginica
+73,5.575457122507542,2.9673468615527763,3.859837689854287,1.292645199630636,Iris-versicolor
+74,4.793410167525973,3.4119688697324984,1.5717408816819745,0.19540750313994293,Iris-setosa
+75,4.562044232509777,2.6401003634575626,1.356080787202017,0.39782519154283036,Iris-setosa
+76,5.245695348045604,3.41425252588712,1.4203249528585449,0.1989598425122161,Iris-setosa
+77,4.9583349671868895,3.0,1.6099742031141522,0.19808951138961328,Iris-setosa
+78,6.648081579925529,3.0,4.569177066374862,1.4380870251215634,Iris-versicolor
+79,4.4000241508359546,3.0281874327531715,1.2544967348154397,0.21245123091105272,Iris-setosa
+80,4.993249864255404,3.3552818089095324,1.621261476592514,0.44032663976002295,Iris-setosa
+81,5.731176395764631,2.9739242607553695,3.947673008667289,1.1949861254864558,Iris-versicolor
+82,6.375447691113827,3.0,4.731547979308219,1.5375653300867915,Iris-versicolor
+83,4.622054637998989,3.2487733065959508,1.4160824340984863,0.20717552504351533,Iris-setosa
+84,4.400000633714053,3.20207180918541,1.2855326942517438,0.19645708778233253,Iris-setosa
+85,5.001565987343907,3.5145962088562426,1.3755190259611134,0.19785149531333038,Iris-setosa
+86,6.405477276207158,2.839559470961054,4.282332725718369,1.3477535715107043,Iris-versicolor
+87,6.211604655434231,3.421491898171218,5.440745534448868,2.3415780724020707,Iris-virginica
+88,6.299640405963037,2.8627411760496684,4.976696089818141,1.766035714292232,Iris-virginica
+89,5.112762183103052,3.3726777964536203,1.5479834623932203,0.5562977704933609,Iris-setosa
+90,4.598730934022908,3.6728483697289844,1.0000005349337358,0.2118502813583249,Iris-setosa
+91,6.169775698837486,2.2216573058381615,4.46832411221775,1.3966960461468214,Iris-versicolor
+92,5.919996581697105,2.901895905451583,4.516814249185327,1.5617272652154355,Iris-versicolor
+93,5.458005147060792,3.0,4.440638500197499,1.4808546097340625,Iris-versicolor
+94,7.697871652003315,2.5890492435010906,6.9,2.2892605345047055,Iris-virginica
+95,7.7100825167834905,2.933648091690433,6.714996937098751,2.0805778815695906,Iris-virginica
+96,4.834237542790032,3.3850891562170364,1.8827466759555787,0.2002684037545858,Iris-setosa
+97,7.9,3.9104323716638194,6.427411830380114,2.02109547186943,Iris-virginica
+98,7.039500709383883,3.0,5.8838665936161645,2.146608171625525,Iris-virginica
+99,5.630407178412821,2.443332411231298,3.811563495179776,1.0378511652182063,Iris-versicolor
+100,5.421871159125762,3.8347163406018976,1.2944301332251933,0.31149413908467805,Iris-setosa
+101,7.655453508561371,2.8961189344623826,6.626339742878121,2.0081053256440624,Iris-virginica
+102,5.956021578243082,3.4127445077263006,4.457970475667309,1.6076083934988332,Iris-versicolor
+103,6.612865585315598,3.0,4.831095069992969,1.6557425206521714,Iris-versicolor
+104,5.219483820465171,2.4441216523910922,3.796314782163413,1.0593051523394932,Iris-versicolor
+105,5.803073236646933,2.8232535656417888,5.218531907552053,2.459177995398173,Iris-virginica
+106,4.832747672038309,3.3919395709257825,1.576364725635785,0.20293721696300812,Iris-setosa
+107,7.728572291524483,2.912276253086564,6.716929476286539,2.0615168477654002,Iris-virginica
+108,4.572082739121849,3.667094295377997,1.0,0.19897993351685955,Iris-setosa
+109,5.761177216890296,2.6173483077113073,4.187923315030526,1.025768832732537,Iris-versicolor
+110,7.729423799777487,2.6385300881769296,6.9,2.28978994216178,Iris-virginica
+111,4.832674962018671,3.4324456521701663,1.5513809760219754,0.20222449396330505,Iris-setosa
+112,4.6219420708397685,3.5822044663962704,1.0000005588626262,0.20151020406665923,Iris-setosa
+113,4.899116544247613,3.0,1.4388137729317605,0.20724132099493592,Iris-setosa
+114,6.687980540360327,3.02706267136347,4.8337206805104715,1.5825063063380065,Iris-versicolor
+115,5.7984115234375455,2.701158835276331,5.123893804451074,1.9062124260759965,Iris-virginica
+116,4.93440640848128,3.288773335368118,2.1392548440082373,0.19927662882509678,Iris-setosa
+117,6.726825178509928,3.061305998258164,4.8218313597933795,1.612099462283558,Iris-versicolor
+118,4.935953438238138,3.0,1.424567754572228,0.19892026825050196,Iris-setosa
+119,4.626155613892461,3.5965070976866187,1.0000003741066228,0.20542261769512396,Iris-setosa

iris/tab_ddpm/1_4/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.134051570792799,3.2788568121492117,1.6853897910325373,0.5502046633981392,Iris-setosa
+1,6.359774144541324,3.337621506783881,5.338841505957842,2.2173316243569463,Iris-virginica
+2,6.750365563046747,2.8965014281177175,4.88030162790128,1.4865206597764222,Iris-versicolor
+3,5.729010941114158,2.864393596221879,4.313803222626891,1.2905082808381145,Iris-versicolor
+4,5.279313912034294,2.3974921098638036,3.492183565776574,1.0674068616240135,Iris-versicolor
+5,4.892879772265963,3.115006429917499,1.5036946775321822,0.10000015879971157,Iris-setosa
+6,4.807002016475191,3.0,1.4428380881645113,0.10000012870145406,Iris-setosa
+7,4.798105462156023,3.0,1.3537373594412858,0.10000009901384921,Iris-setosa
+8,5.788925822416424,2.718670044593642,5.114510087526817,1.9798694599497997,Iris-virginica
+9,5.487146657341717,3.0,4.521864637670747,1.4868933742054884,Iris-versicolor
+10,7.103746942146361,3.0621104988804433,5.695287575318234,2.2548319866801965,Iris-virginica
+11,5.153550639323685,2.432707490298935,3.486339956690038,0.9738922707705979,Iris-versicolor
+12,7.3752808827075125,2.9275870015667564,6.393655182573591,1.959684641989461,Iris-virginica
+13,5.361897758768746,2.5131571491401234,4.169666460115965,1.0942369157217922,Iris-versicolor
+14,5.1450967674269155,3.3810444171576375,1.627989447967174,0.5666903386243562,Iris-setosa
+15,5.45266125688021,3.509673265045847,1.6100639377940469,0.2045935937584819,Iris-setosa
+16,7.899998355104501,3.7908624385216596,6.381401134404401,1.998625576627347,Iris-virginica
+17,4.855133625128347,3.004946310362682,1.4401907713711999,0.10000010431817574,Iris-setosa
+18,5.795646026264361,2.702589376587884,5.144307264517631,2.0955871274472972,Iris-virginica
+19,5.8694691566951915,3.2128688184999934,4.466814544265283,1.505498651647961,Iris-versicolor
+20,5.889226065471079,3.0,4.231700343946272,1.310713711933538,Iris-versicolor
+21,7.7026140851093885,2.6279801195970935,6.89999855796109,2.3095497560677374,Iris-virginica
+22,6.69976467645508,3.2999614272477116,5.67880878242966,2.4999995072544454,Iris-virginica
+23,6.629903916246439,3.309268135890079,5.665958350574033,2.1166055708729656,Iris-virginica
+24,5.530829088489926,3.0,4.498763773199421,1.503780523547565,Iris-versicolor
+25,6.581939569267201,3.0,5.936354186705565,2.2539273575950394,Iris-virginica
+26,6.1240262342782,2.273511609094964,4.273063821194627,1.1796612462741545,Iris-versicolor
+27,7.9,3.8302705352564206,6.380013144013034,2.0026282755030476,Iris-virginica
+28,4.817528528171729,3.0,1.4091245047870553,0.10000013281680989,Iris-setosa
+29,6.462757135677575,2.8144640047042855,4.8223572803716115,1.2597314962169248,Iris-versicolor
+30,4.983924043645366,2.000000554544771,3.555299321200178,0.8764868843775728,Iris-versicolor
+31,6.773837800606325,2.892268598593667,4.943229494992392,1.5945906550085311,Iris-versicolor
+32,5.506234635886378,4.2,1.3384928280305846,0.20456814901267187,Iris-setosa
+33,5.403900938881106,3.4281608752614963,1.5595181391084323,0.2005094358001796,Iris-setosa
+34,5.043897591363957,3.285292506992037,1.6850197143853836,0.42907115524197165,Iris-setosa
+35,6.488564144837281,3.0955932124151038,5.073181134869186,1.978552056268091,Iris-virginica
+36,6.0370071488568655,2.929040768738916,5.391333527475041,1.7992908602224706,Iris-virginica
+37,6.065882936741255,2.7967057070268626,4.67056923621496,1.2115469685032836,Iris-versicolor
+38,5.028992468598668,3.7036304585700908,1.4157421569727728,0.2353980381920691,Iris-setosa
+39,4.921268695827646,3.3067307926187937,1.7517458080426358,0.20469671955043997,Iris-setosa
+40,5.498776405921553,2.8177506037588618,4.48997636665936,1.328007317843756,Iris-versicolor
+41,6.701483558411673,3.295711575017489,5.645167312831923,2.5,Iris-virginica
+42,5.9704268273916545,2.3541130474931937,4.2073585646307095,1.0592814251924725,Iris-versicolor
+43,5.0080870447584696,3.5549159443860394,1.4093891288150324,0.19635681106219244,Iris-setosa
+44,5.083537431631372,3.524302217401017,1.4029937909664452,0.19730536707486618,Iris-setosa
+45,5.553797445770046,2.4145755811511567,4.144621616585067,1.0030226020866213,Iris-versicolor
+46,4.84347362686044,3.0568309858772595,1.4529890431678785,0.10000009351807619,Iris-setosa
+47,4.892158048838333,3.103427442184592,1.5003882146448557,0.1,Iris-setosa
+48,4.4,3.2443281631313514,1.3085232096903177,0.1954977571791373,Iris-setosa
+49,4.976340218531803,2.0,3.300853444111941,0.9453247960709905,Iris-versicolor
+50,5.870710003016513,3.2411248600199403,4.627645052848754,1.6596930469403253,Iris-versicolor
+51,4.604148547095178,3.5959021103659174,1.0000005109038002,0.21459549843955664,Iris-setosa
+52,6.822154931769668,3.112125364469197,5.073385248734706,2.291245607768278,Iris-virginica
+53,5.889925256584955,2.7105338711187272,4.59291408254079,1.161107255873328,Iris-versicolor
+54,6.676427159084673,3.2836676296769394,5.731305350522264,2.4999995769797376,Iris-virginica
+55,6.656145612085762,2.455730288691482,5.78437865525464,1.8200922569432807,Iris-virginica
+56,6.226486859797566,3.350412784991958,4.662377716435354,1.6087637829532997,Iris-versicolor
+57,4.4,3.1403858800956144,1.2990870583705523,0.17976350462873358,Iris-setosa
+58,4.809790059098064,3.421253160631381,1.9358201266635575,0.19749670392699203,Iris-setosa
+59,7.715776512151476,2.576131526855695,6.899998977972188,2.2891788044414048,Iris-virginica
+60,6.0978096718422705,3.371197431557131,4.527392096148303,1.5967895557747487,Iris-versicolor
+61,6.1973796927527305,2.2490491319129613,4.470125006573992,1.4245659497833894,Iris-versicolor
+62,7.035644059581381,3.0544920410225016,5.047939717042538,2.2984528750749194,Iris-virginica
+63,4.62578497980808,3.2345506024936066,1.432959518091569,0.19360583953948776,Iris-setosa
+64,7.205648658822559,2.918869456710517,6.148084261128194,1.7958425980175676,Iris-virginica
+65,5.978174823083973,2.7786548072910087,4.518581679138936,1.1496648338031934,Iris-versicolor
+66,6.693839015001125,3.0,5.004937944130774,1.6950564714482652,Iris-versicolor
+67,6.551158323747708,3.0,5.533877391927373,1.9152499381755237,Iris-virginica
+68,5.026601411039457,3.4016835330389528,1.7037135396812546,0.4485405259274132,Iris-setosa
+69,6.212916271968272,2.904650178856596,5.585620897589463,1.7912398879551443,Iris-virginica
+70,7.9,3.7551865958962227,6.390314621086533,2.002006857953313,Iris-virginica
+71,6.324798854816962,2.6256780457786166,4.8779501410360275,1.779617760728601,Iris-virginica
+72,4.601195110211369,3.1426091088486365,1.3705637019701944,0.2109615217588307,Iris-setosa
+73,7.899998823564577,3.829208139547927,6.389178470569567,1.9905768913992046,Iris-virginica
+74,5.863174934214198,2.8110473071076405,4.616295223462702,1.2575978655286588,Iris-versicolor
+75,5.89156635794199,2.844424406761771,5.089788612591238,2.4849115650027347,Iris-virginica
+76,5.376011339892034,3.895317217875626,1.2901783205980106,0.43387913889580987,Iris-setosa
+77,6.146620609941395,2.88669294124034,4.219206772799017,1.2554284849774289,Iris-versicolor
+78,6.566322190435554,3.0,4.964891578771589,1.7490031165695907,Iris-versicolor
+79,5.7692098083629775,2.7700986907491774,5.093702963044568,2.2744306955743427,Iris-virginica
+80,5.088802093672463,3.048727100984415,1.7470146679570158,0.20366153062047648,Iris-setosa
+81,6.675581493176015,3.0,4.900202748458726,1.6089276328227773,Iris-versicolor
+82,5.582738219942268,2.8940225098891053,4.357386298516466,1.3802678508468027,Iris-versicolor
+83,5.759701206395653,2.758498687862906,4.484664912135927,1.2683286669795217,Iris-versicolor
+84,5.789990052641853,2.7155730580018416,5.109947469795489,1.916777372954599,Iris-virginica
+85,4.902852273142015,3.0,1.375459268671156,0.19441340995322046,Iris-setosa
+86,6.28468713786533,2.7171285648546957,4.883855684879762,1.7932202088033962,Iris-virginica
+87,5.053004075290973,3.4849680543681707,1.5455139393050712,0.44960964777139667,Iris-setosa
+88,4.987522678151215,2.0000007961267743,3.4256883156228612,0.9548078950474401,Iris-versicolor
+89,5.894943165344174,3.223483168421481,4.798445505750962,1.7534213580505889,Iris-versicolor
+90,4.911208270868811,3.143288470718781,1.513886114680087,0.10000013973319526,Iris-setosa
+91,5.647056440980897,3.0,4.307134252433714,1.27982745341661,Iris-versicolor
+92,4.754024125191694,3.3932253337597786,1.9301426274720508,0.20191661684304982,Iris-setosa
+93,5.4859808676764175,4.199999248940854,1.3976945248138617,0.19995893275052,Iris-setosa
+94,4.608417476238939,3.6027638995557867,1.0000005274053327,0.19557316886600556,Iris-setosa
+95,6.208807158611614,3.0,5.420482035871332,2.4988424576686707,Iris-virginica
+96,5.038891064030171,3.341743058948405,1.7126049713692,0.5216661569770046,Iris-setosa
+97,6.329535993536948,2.52210369071099,4.964056826286167,1.8624421866484724,Iris-virginica
+98,5.227133838891151,3.2225055256968065,1.5367546445760878,0.19267978435724392,Iris-setosa
+99,5.792414922376313,2.81626969041562,5.241562842562722,2.4357204514702335,Iris-virginica
+100,6.672214902377415,3.0,4.985824231395474,1.6724495917038964,Iris-versicolor
+101,5.611568530443301,2.948407132758002,3.860061964951223,1.28952370081383,Iris-versicolor
+102,5.360317423331155,2.6557384750878756,4.365536898025712,1.2697102025314497,Iris-versicolor
+103,5.829132771256667,2.7118388413049828,5.146440969480736,1.8928373676048986,Iris-virginica
+104,5.750485065437481,2.7439652083034543,3.9850030569551507,1.1756221690970008,Iris-versicolor
+105,4.4,3.1893753752942153,1.306876316381087,0.19970921590908602,Iris-setosa
+106,5.754888888965452,3.0,4.341153738771541,1.3030085782292409,Iris-versicolor
+107,5.571077611512139,3.0,4.091140441162008,1.323536527982646,Iris-versicolor
+108,7.308575203867292,2.7312993437118323,6.409928144415227,1.8424354655167157,Iris-virginica
+109,6.729612997686751,2.9462417010762993,4.5690116464699555,1.4136655906736928,Iris-versicolor
+110,5.5761554865316105,2.963400080674028,4.471608968797553,1.3731383849131487,Iris-versicolor
+111,6.662561949819554,3.0,4.495624963071265,1.4165244457811104,Iris-versicolor
+112,5.839381091433679,2.947097220534553,4.26956193552744,1.2895713115979661,Iris-versicolor
+113,7.725614057598092,2.565263459111891,6.9,2.3078599134807787,Iris-virginica
+114,4.5811633913587935,3.670229379216093,1.0,0.20149977886748435,Iris-setosa
+115,7.6471338586294735,2.9814495163478223,6.658394724721744,2.079402176918757,Iris-virginica
+116,5.474351492191887,3.4282777475637145,1.4800196202611913,0.4497868593978488,Iris-setosa
+117,6.695497717239695,2.4792202939466206,5.7909922382921994,1.7916916909882228,Iris-virginica
+118,6.3825265575169166,2.5403111883199156,5.124019910729995,1.8533226187742033,Iris-virginica
+119,7.9,3.839364803136747,6.343001734822926,2.022135429205295,Iris-virginica

iris/tab_ddpm/1_4/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.630010784074157,3.250153211720045,5.410078851569628,2.177952908778786,Iris-virginica
+1,6.5298438199628865,2.984029457661125,4.353717190435954,1.3605456111779373,Iris-versicolor
+2,5.447197745641099,4.2,1.3679581586440015,0.19502856846150693,Iris-setosa
+3,5.039211252364418,3.0544637298866455,1.6082508786977914,0.22395122515101756,Iris-setosa
+4,7.685201807822221,2.651288580099859,6.899997476894302,2.290467006125371,Iris-virginica
+5,5.722298457255667,2.7709317013410653,4.49019096401717,1.2419949650713464,Iris-versicolor
+6,5.835307197428861,3.1160656676256018,4.693049917156487,1.6878260338137807,Iris-versicolor
+7,5.874923943227745,2.7707706070885854,4.216026209419164,0.9209175374780634,Iris-versicolor
+8,6.346532383386039,3.1381882808464923,5.11101397534625,1.9800087938978619,Iris-virginica
+9,4.891371962344069,3.0643689877304956,1.4587403346825145,0.1,Iris-setosa
+10,4.833888206408656,3.353565310209198,1.651093239872431,0.20751057588677638,Iris-setosa
+11,5.320987163186049,3.8066881596185547,1.3362036404949327,0.2996778799616265,Iris-setosa
+12,7.637393907189065,2.9348635832091174,6.643881772216505,2.0351843330928467,Iris-virginica
+13,6.07223553685277,2.386106702928104,4.2407405776943365,1.1411547641124136,Iris-versicolor
+14,5.473588658250942,3.0,4.4751428855012065,1.4646234285523967,Iris-versicolor
+15,5.782265797952329,2.652888928411528,3.973427261840561,0.8374092337675865,Iris-versicolor
+16,6.298204384799282,3.1693832698402042,4.8848563521238795,1.7166840424552965,Iris-versicolor
+17,4.821745439129401,3.0,1.4004641791656744,0.31628481108756284,Iris-setosa
+18,5.245714986173852,3.5673264313456254,1.486723478556622,0.1918993595224937,Iris-setosa
+19,4.596273022143039,3.679872842876735,1.0,0.19072748192360908,Iris-setosa
+20,6.6741889223661985,3.048716257199822,5.861299188155084,2.253956261504147,Iris-virginica
+21,6.435886863447592,3.0,4.68456653598565,1.51663150813951,Iris-versicolor
+22,7.9,3.7005941058460445,6.416903743785956,2.0182075639507815,Iris-virginica
+23,4.852309976476015,3.0,1.4137658735497176,0.10000010394237528,Iris-setosa
+24,5.440110366798905,3.0,4.470354649012618,1.4594896914688449,Iris-versicolor
+25,4.63019356943513,3.2522527129773606,1.4063645825281585,0.20579031879120604,Iris-setosa
+26,4.743319407502684,3.3976739231005837,1.5527276290433787,0.1937804653211937,Iris-setosa
+27,6.349499976184145,3.0,4.504452833252633,1.3649456396429407,Iris-versicolor
+28,4.629245530796677,3.5944585868883276,1.0000013957926,0.1980628567998961,Iris-setosa
+29,5.863393027596768,2.6743232651669984,4.464684557473359,1.2166194759674769,Iris-versicolor
+30,5.840236439086096,2.8445740255348446,5.0691154520529755,2.4216437424273267,Iris-virginica
+31,6.45259350602725,2.5628659305814203,5.4603587049365006,1.8132712371433757,Iris-virginica
+32,5.599622717841615,3.0,4.196428070330365,1.2921371070113443,Iris-versicolor
+33,5.063313734006867,3.2369199909142528,1.517617898138131,0.49213957852372603,Iris-setosa
+34,5.150684570168377,3.5082443628410553,1.399156541373984,0.2026297561855768,Iris-setosa
+35,4.9142020991129085,3.0561367094332827,1.531990901206349,0.1,Iris-setosa
+36,6.472501014576383,3.289025120874632,5.23060631272812,2.052434784722667,Iris-virginica
+37,6.258387281768722,2.8665158865957263,4.216966937860512,1.2686207301511303,Iris-versicolor
+38,6.312338773733311,3.242038831277687,5.565352030280126,2.193917366386408,Iris-virginica
+39,5.182817563854725,3.512173444430536,1.4282887288884616,0.19849671049409634,Iris-setosa
+40,6.248940358240708,2.872045946473413,4.587004574724226,1.447003273289107,Iris-versicolor
+41,4.598285693118017,3.572416088966439,1.0000006574662357,0.20472151857592258,Iris-setosa
+42,5.632364891298854,3.0,4.215238579831727,1.289638216197615,Iris-versicolor
+43,5.350388114660468,3.0,4.399389923121298,1.4474566832307165,Iris-versicolor
+44,6.427131653710669,2.889086743694718,4.242894813726298,1.3417133546211562,Iris-versicolor
+45,5.08917392718041,2.4066717587410564,3.32393428705213,0.9910730773320935,Iris-versicolor
+46,6.47779726716593,2.96483726911141,4.357100496322083,1.3645738641715242,Iris-versicolor
+47,5.513737393589273,2.4573675538525688,4.075165783961972,1.030368063818973,Iris-versicolor
+48,5.757782996755937,2.808953818127883,4.566758824025951,1.192431985844328,Iris-versicolor
+49,5.059553691480203,3.7563998390498243,1.4254294283676314,0.2726970654457555,Iris-setosa
+50,5.591366670929911,2.6616748233437337,3.7895458705474976,1.114698661351016,Iris-versicolor
+51,5.125329772206497,3.209115469602452,1.4521227177982448,0.20608425881689807,Iris-setosa
+52,7.651311994869633,2.799221902947913,6.672593738061563,1.9857626055729873,Iris-virginica
+53,4.783219960510236,3.395583941525758,1.7808902754963205,0.19615771793880288,Iris-setosa
+54,5.866805998520286,3.0,5.168484274433078,1.7766760380655526,Iris-virginica
+55,5.745148355848348,3.8269755837880437,1.9753831755833897,0.2949735771694979,Iris-setosa
+56,5.774827324501403,2.9553603811787656,4.46814739204154,1.3804233200561487,Iris-versicolor
+57,6.302151053801874,3.0,4.366513090072866,1.3514558799543903,Iris-versicolor
+58,6.258969735849099,3.412505973716396,5.469528790046398,2.30097120243744,Iris-virginica
+59,6.685766369801277,3.265081557792753,5.74511220192668,2.4999993238639555,Iris-virginica
+60,4.9188833225428885,3.102120672424507,1.4937082247220572,0.1,Iris-setosa
+61,5.586017851383554,2.8234745524932188,3.821001675889065,1.1976155884409574,Iris-versicolor
+62,6.145828240563435,2.816782942071676,4.461283180249998,1.255076696372981,Iris-versicolor
+63,5.5296844261666696,3.0,4.564611621251014,1.5425176849980085,Iris-versicolor
+64,4.817415128065307,3.4085413514756095,1.7078348316615348,0.2028210753588878,Iris-setosa
+65,5.371234141594353,3.4006124878448496,1.543642789518993,0.20500759000744653,Iris-setosa
+66,6.156992485317719,2.229439709787352,4.4548108385611975,1.3933199012386255,Iris-versicolor
+67,5.082627256741543,3.519384054953086,1.3922853033887943,0.20207079586993998,Iris-setosa
+68,5.797711919933205,2.7284326143754694,4.606203912013046,1.2570796000032372,Iris-versicolor
+69,5.817546497601033,3.1696627889862072,4.749170385397115,1.7384366942616167,Iris-versicolor
+70,6.720759412985272,3.0,4.961123586308012,1.6680613271730054,Iris-versicolor
+71,5.457645320783265,4.1999992432581585,1.3828183855651675,0.21698002655534337,Iris-setosa
+72,5.476695441135451,3.85082635036371,1.4258479947606666,0.2913031168052535,Iris-setosa
+73,5.031587921977269,2.0000020894590818,3.528247186319518,1.039397906810639,Iris-versicolor
+74,5.5083755971199775,3.452185100334587,1.4820580800324332,0.29718324338764207,Iris-setosa
+75,6.062013958835173,2.9113937218364825,4.6772948197218716,1.3009342250310412,Iris-versicolor
+76,4.993815412808086,2.000000786384169,3.3346101679486777,1.0025743732881258,Iris-versicolor
+77,6.509695487902439,2.525353392044189,5.313320588440453,1.8537309653539744,Iris-virginica
+78,5.805953280245665,2.7815418807472065,5.123032480586808,2.2952820463281713,Iris-virginica
+79,5.528899945986724,3.0,4.28760207610658,1.3755147048549814,Iris-versicolor
+80,6.795905571772753,2.8971374450901606,4.8579199727544164,1.4954039018766712,Iris-versicolor
+81,5.949418209725669,2.3493828123003215,3.955156682679191,1.0073555967627572,Iris-versicolor
+82,4.914216168115953,2.3965710344974482,3.3762851158601475,1.0266019539293725,Iris-versicolor
+83,5.730767925422846,2.680608258162244,4.158185216571166,1.0387005215801495,Iris-versicolor
+84,5.048900652896081,3.1496749366358987,1.567183899079057,0.3589313145758611,Iris-setosa
+85,4.80570442650077,3.0,1.392935240817675,0.1,Iris-setosa
+86,5.949011778159699,3.1861328491802485,4.747973781043372,1.7061171232439754,Iris-versicolor
+87,6.136964399877223,2.2387699675521247,4.2019053399643465,1.0861779442606225,Iris-versicolor
+88,4.840230111833658,3.0,1.3992483289647122,0.10000015947969765,Iris-setosa
+89,6.572333371197452,3.036237449657382,5.4111475491980885,1.9321670906931052,Iris-virginica
+90,6.670251851510269,3.204936367023586,5.130900617202964,2.2088498655440296,Iris-virginica
+91,5.684099150274194,3.0761385462442687,4.62324264236496,1.6782883463468767,Iris-versicolor
+92,5.599653643855058,2.702054580379627,4.473232223343059,1.2528599167842807,Iris-versicolor
+93,5.460561146471584,2.5582466411468467,4.285262734796924,1.1809367249851064,Iris-versicolor
+94,7.758967578882691,2.802786270253873,6.755594065482845,2.029841066192344,Iris-virginica
+95,6.787797208682518,3.1259341125817537,5.092042897889156,2.260583562769978,Iris-virginica
+96,6.581503198954967,3.1998038037228422,4.735653234922232,1.5627325573331374,Iris-versicolor
+97,6.537099506389712,3.235430500626367,5.69691340559321,2.270331658448106,Iris-virginica
+98,4.4867814034851365,2.262132419089463,1.2890232854841015,0.29715810467511206,Iris-setosa
+99,6.4235505696338535,2.4272673141538803,5.144642002125647,1.8203965050421216,Iris-virginica
+100,7.166407109617561,3.0,6.1987465014615015,2.1071354408745715,Iris-virginica
+101,4.914378058728924,3.0,1.4361286713178971,0.30970204514242067,Iris-setosa
+102,7.723605951517525,2.5442707754770004,6.9,2.300380010077327,Iris-virginica
+103,5.181334851684202,3.6506181417258934,1.384828328832851,0.2244624722875621,Iris-setosa
+104,5.506431774226494,2.5405681731740017,4.217233682929605,1.1641870995428822,Iris-versicolor
+105,5.348794570152349,3.8383241123178418,1.3714500276839643,0.2747449903814003,Iris-setosa
+106,6.752563190182042,3.0975175108581863,5.1701571491033,2.231017206035971,Iris-virginica
+107,5.627968571918456,2.9956932628019475,4.252926928046933,1.3567428622196593,Iris-versicolor
+108,6.8054090457181955,2.90493882317431,4.8978523525079805,1.5403630802020705,Iris-versicolor
+109,6.111646612745635,2.217075786923467,4.066549060931155,1.0302149753486196,Iris-versicolor
+110,6.646451589689311,3.2590200844227266,5.645305564349399,2.499999361132817,Iris-virginica
+111,5.168918273845577,3.6226432778555626,1.410347428953858,0.20139093024223598,Iris-setosa
+112,7.899997602937757,3.7619711622365575,6.4654216376320015,2.047952583458053,Iris-virginica
+113,5.002782855147437,3.0,1.6292880778335703,0.19432235182254487,Iris-setosa
+114,4.808205016240992,3.0,1.4116197465490299,0.218025506972258,Iris-setosa
+115,4.579055046781403,3.6574026883146704,1.0,0.1915322013234922,Iris-setosa
+116,7.705389641642009,2.77218938042758,6.723161886116812,1.9893936015023757,Iris-virginica
+117,6.125476182066739,2.2370137897970626,4.364507215907729,1.32741353765499,Iris-versicolor
+118,5.026151647281305,3.101062055909089,1.8749194160755125,0.19681674006212935,Iris-setosa
+119,6.511442867759687,3.257880748719065,4.717452090747402,1.5506373272470837,Iris-versicolor

iris/tab_ddpm/1_4/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.801627377556635,2.654498819771474,5.075487554215363,1.8947190318163276,Iris-virginica
+1,5.654608058740177,3.0,4.203237480728617,1.2435420307106755,Iris-versicolor
+2,4.972299046749769,3.0,1.5251443835936986,0.20006221479658634,Iris-setosa
+3,5.823876389008056,2.736207381609397,5.093892365919704,1.8680912992121506,Iris-virginica
+4,6.213354800008093,2.4720947147248546,5.069555864144176,1.956922333974569,Iris-virginica
+5,5.003944367572628,2.0000006458055135,3.413273103547862,0.930054207360089,Iris-versicolor
+6,5.0196867085832855,3.6312571339051085,1.3796112272138017,0.2034833963663144,Iris-setosa
+7,5.568392307226016,3.4738862764411316,1.4895264296285722,0.36556601191718124,Iris-setosa
+8,4.505212069805777,2.257660947496931,1.274762593370922,0.2864724816021095,Iris-setosa
+9,5.002429971270698,2.000000778967086,3.645399316002149,0.9465653366344899,Iris-versicolor
+10,7.899998634274165,3.783931295553647,6.363664635059684,1.9589478275950618,Iris-virginica
+11,4.82967654428358,3.0,1.4025002091142598,0.10000013298990494,Iris-setosa
+12,7.688341702363675,2.5901681403594057,6.9,2.2838729189156504,Iris-virginica
+13,5.524584577074916,4.2,1.3892591919288901,0.19646054004589614,Iris-setosa
+14,6.2588095046533,2.5668946632739917,4.285657315213733,1.1284255440072521,Iris-versicolor
+15,6.30436555828613,2.291565186146707,4.380751074416215,1.2680944270394336,Iris-versicolor
+16,5.777782775408664,2.782126847228541,5.085639618272242,2.3189631061515783,Iris-virginica
+17,5.909197336668943,3.0,5.059922672638854,1.7928365212829824,Iris-virginica
+18,4.400000607272044,3.210145578153305,1.2837860576650244,0.19995184094230617,Iris-setosa
+19,7.694820331575252,2.6099365670160184,6.899998705326745,2.2841638387145164,Iris-virginica
+20,6.5875568273108485,3.3180665997069103,5.453558794595317,2.2599934541296007,Iris-virginica
+21,5.225983688792206,3.442965589174616,1.3757196983064897,0.20013285307187617,Iris-setosa
+22,4.823239235216502,3.0,1.4070941048822379,0.10000009850891736,Iris-setosa
+23,6.674473095906366,3.158969498414286,4.756731807377224,1.5127456297754764,Iris-versicolor
+24,6.363411416524248,2.337416780577802,4.487537728613297,1.415534188260448,Iris-versicolor
+25,5.463467472592498,4.199999179934247,1.3894922359121522,0.20680794353647594,Iris-setosa
+26,6.711384051000411,3.1513217461246037,5.69692020746697,2.2786339215966156,Iris-virginica
+27,5.005152782536027,2.000000522610431,3.1840383871629556,1.049662260031905,Iris-versicolor
+28,5.786353885796884,2.697874714188815,5.075803341526786,1.9142446946946978,Iris-virginica
+29,7.737410294400595,2.5957584914207144,6.899998536833044,2.308312014217708,Iris-virginica
+30,7.9,3.825916730859064,6.423861419815004,2.0101684812311262,Iris-virginica
+31,5.414052566447201,3.966392256468725,1.2535017640501556,0.5473164340800434,Iris-setosa
+32,6.6569120327766775,3.077778891658916,4.930278796337141,1.6718187712453922,Iris-versicolor
+33,7.721032615432529,2.599794769566495,6.89999879807647,2.292637492019932,Iris-virginica
+34,6.323013682146775,3.2543374641322655,5.145213758749014,2.0277985337624638,Iris-virginica
+35,4.834754109460458,3.0,1.402567582068336,0.22099386677978058,Iris-setosa
+36,4.914651726847474,3.1148919434689724,1.5040046589951,0.1,Iris-setosa
+37,6.068277867109803,2.958347376555532,5.309574294810278,1.7609396408205655,Iris-virginica
+38,6.123161304162056,3.3420556010576923,4.594606654487185,1.6386545952454252,Iris-versicolor
+39,7.8999986806161475,3.826567769690326,6.416277619754887,1.9751020692149153,Iris-virginica
+40,4.848913445717467,3.0,1.3885024305319948,0.2742563864026568,Iris-setosa
+41,5.139055040045244,3.689603083749892,1.4188232881026335,0.24831586106822115,Iris-setosa
+42,4.90603709508994,3.0,1.4214928578517712,0.20055551482662787,Iris-setosa
+43,5.7016388523205475,2.750748323889162,4.522939633287292,1.2578296759148038,Iris-versicolor
+44,4.492634792060586,2.345496492785399,1.2824523620841801,0.326446932664179,Iris-setosa
+45,4.400000815120933,3.1743347647776816,1.2889126693941164,0.20681228706958818,Iris-setosa
+46,7.727454926002141,2.575207081550142,6.9,2.3037020757472786,Iris-virginica
+47,4.825377950374443,3.0,1.402531672379837,0.10000010891172655,Iris-setosa
+48,7.712512579639893,2.6028662629786945,6.9,2.3036589423290086,Iris-virginica
+49,4.766290416589934,3.402117087379444,1.5666581665323691,0.19946658730532923,Iris-setosa
+50,5.510405132532994,4.2,1.4053233720990397,0.20750034866785616,Iris-setosa
+51,6.44858313167906,3.2480022894662315,5.137470439642423,2.0287535154214247,Iris-virginica
+52,4.952624020126416,2.0,3.5301529505346214,0.9199406503482697,Iris-versicolor
+53,5.652215802865052,3.758362808106796,1.8721475496093622,0.2878645302738882,Iris-setosa
+54,7.9,3.7758774716873664,6.463767896592522,2.019085567607469,Iris-virginica
+55,6.675088867941839,3.3181117292247753,5.592220129181385,2.1158075692393408,Iris-virginica
+56,5.808884677272997,2.8712914064129578,4.355982555666266,1.3343731433563473,Iris-versicolor
+57,7.677034508709752,2.5765105760314797,6.899998752276458,2.2958120022905097,Iris-virginica
+58,6.638661734744574,3.1293798220915803,5.428819402183993,1.9646721797590345,Iris-virginica
+59,5.038716551498509,3.0,1.9972548956395335,0.20050341680009579,Iris-setosa
+60,5.780653036083672,2.6877482545973925,5.090725027549645,1.9078254218439805,Iris-virginica
+61,6.701408470380626,3.2565643284762142,5.352507609242622,2.1890235787602395,Iris-virginica
+62,6.588582827429042,3.0,5.515942966754996,1.9042407364635254,Iris-virginica
+63,5.217321454420801,3.818299365663395,1.4047513675523728,0.2908558901002902,Iris-setosa
+64,7.67762733727603,2.7728084134800364,6.698715343845407,1.9856298869526625,Iris-virginica
+65,4.617254950597356,3.5940952472366554,1.000000466798152,0.20286419236167672,Iris-setosa
+66,6.921654288256818,3.090814750921603,5.9194519159686525,2.297032238266482,Iris-virginica
+67,4.4000006117779495,3.202760440944599,1.2922138729183106,0.18709220709975738,Iris-setosa
+68,5.52571093542204,4.2,1.4113364391334062,0.21731126339023168,Iris-setosa
+69,5.6732439561326204,2.8918682039988575,4.2878416021751775,1.3412555710515333,Iris-versicolor
+70,4.511131185866942,2.3544567073598746,1.3072881362768762,0.4281562083751365,Iris-setosa
+71,4.930968901267401,2.0,3.2897590127377763,0.9299204083610075,Iris-versicolor
+72,4.9013116796246745,3.2280672384522036,1.474965318459795,0.20036970675353818,Iris-setosa
+73,6.092553573105187,3.076019259814193,4.481197339638842,1.3916445868718053,Iris-versicolor
+74,4.79038155842286,3.0,1.37580029332049,0.1000001524713119,Iris-setosa
+75,7.651208435258764,2.976427650299965,6.565796294851322,2.067552663459376,Iris-virginica
+76,4.575170431185903,3.139389080165213,1.3532516376890822,0.20436780989454986,Iris-setosa
+77,4.614504192486527,3.1243955375905728,1.3988887641262424,0.23868589135484328,Iris-setosa
+78,6.690448290070763,2.7274233238213115,4.781415427142163,1.3625285839979464,Iris-versicolor
+79,6.535415260113156,3.3960888938455724,5.557785372648539,2.162818102545028,Iris-virginica
+80,6.165166964175685,2.664752480751219,4.98760593381789,1.8773097933502785,Iris-virginica
+81,5.0678862320600295,3.04097353077684,1.6144611506103659,0.19680414981334682,Iris-setosa
+82,4.735706696822543,3.0,1.3640524650938866,0.2931959388769808,Iris-setosa
+83,5.310600232489059,2.4170008996304304,3.8405957989808237,1.0561372720002407,Iris-versicolor
+84,6.6907451025752405,3.29444250481899,5.686629022941757,2.499999473150081,Iris-virginica
+85,6.907765827265263,3.0871602882704297,5.168239572137291,2.2947718987420793,Iris-virginica
+86,4.917315455775883,3.0,1.4512972172316965,0.2352329852004718,Iris-setosa
+87,7.238594724949595,2.941651187468369,6.266310893625794,1.7966325530579417,Iris-virginica
+88,6.621739259250659,3.0011439807969453,5.785492715426098,2.2441302073294023,Iris-virginica
+89,5.856395602797667,2.840356127541698,5.136397117410124,2.4603753957869605,Iris-virginica
+90,6.0859768241307215,2.883851760873133,4.698172768482953,1.2744757785552492,Iris-versicolor
+91,6.332411183174884,2.6378685083642344,4.9732327070301325,1.7998093812306744,Iris-virginica
+92,7.656472462995498,2.6231639255945023,6.899998165353466,2.2872805759191355,Iris-virginica
+93,5.840573200961374,2.81505713904859,5.091200650076257,2.365792378231526,Iris-virginica
+94,4.900043288245696,3.1273882321849675,1.4713105660377437,0.1,Iris-setosa
+95,7.717237552289396,2.60276422148956,6.9,2.3094238088193433,Iris-virginica
+96,7.73635575463771,2.611552611213903,6.9,2.320387521780463,Iris-virginica
+97,7.325486844028065,3.0468365176007266,6.3168275426929235,2.163792032926131,Iris-virginica
+98,4.91883789993029,2.409820288953481,3.1838218161649645,1.011431840027779,Iris-versicolor
+99,7.7497324367768625,2.6448711545646533,6.9,2.3039876425791768,Iris-virginica
+100,5.803985734315183,2.81958685869545,5.1247526289469265,2.4000676113602553,Iris-virginica
+101,4.999341224670361,2.0000009030808745,3.5862465882764147,0.95090690245674,Iris-versicolor
+102,7.520833430083327,3.0,6.486532091030797,2.1427141103766703,Iris-virginica
+103,5.952667577325249,3.4092357956949506,4.453139961502869,1.5917084706504967,Iris-versicolor
+104,7.9,3.8838188267750775,6.387062034661063,2.004402774313671,Iris-virginica
+105,5.493580035224162,4.199999138027284,1.373712647218324,0.20745721080277418,Iris-setosa
+106,7.134165525323676,3.071479831421326,5.922806288597757,2.2350590779208335,Iris-virginica
+107,5.709414850056161,2.8285840402134315,4.205510566696832,1.293989477123426,Iris-versicolor
+108,7.52115119481973,2.82069286732835,6.536089849180361,1.8520198765592983,Iris-virginica
+109,6.002531645570017,2.8822268592779725,4.395268414709973,1.4705919338479425,Iris-versicolor
+110,6.404141068450646,3.0,5.875172766661968,2.2705602683382162,Iris-virginica
+111,5.87766234366757,2.81721254046937,5.144131385023347,2.3925427513993895,Iris-virginica
+112,5.654502823368229,3.0,3.976606305835538,1.2892527715244984,Iris-versicolor
+113,5.75001946053391,2.848289824372024,4.043425906912537,1.0294735934972474,Iris-versicolor
+114,5.659415893673289,3.0,4.508449486918081,1.4348404470785217,Iris-versicolor
+115,5.374955479984538,3.480424383172648,1.4197590520227474,0.26689718047698335,Iris-setosa
+116,5.571444970180811,4.2,1.4252395218343572,0.19948864838002311,Iris-setosa
+117,7.689099844913887,2.595444164154979,6.9,2.2689689139434552,Iris-virginica
+118,5.004152962518468,3.4176061650029457,1.6244178766982333,0.42310536130878673,Iris-setosa
+119,6.610381800701058,3.0,5.539941975935301,1.7969851813269997,Iris-virginica

iris/tab_ddpm/1_4/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.678240671236638,2.409311418631137,3.8061173330160782,0.9213797736767588,Iris-versicolor
+1,6.321216972462274,2.8870641234397043,4.2791709987212,1.2475134128154781,Iris-versicolor
+2,5.788116770383954,2.7988341429400228,4.5005343709101195,1.168021571560917,Iris-versicolor
+3,4.969967038792421,2.0,3.0899994711464434,0.970740458081947,Iris-versicolor
+4,5.553428972730928,2.963200029631257,3.579784526931359,1.3363867099483235,Iris-versicolor
+5,4.617360537256896,3.6712447057027844,1.0,0.20161737771083943,Iris-setosa
+6,6.603554574431627,3.0028580416870505,5.590795765239111,1.8512897994915876,Iris-virginica
+7,6.446541780684632,3.0,5.336263034939816,1.8102858263022559,Iris-virginica
+8,4.625432852480442,3.136866238084098,1.4061562515645694,0.19622912144389604,Iris-setosa
+9,4.584931263724321,3.625886570480095,1.0,0.20230041379202543,Iris-setosa
+10,5.718694993420432,2.8922899171816625,4.429966497585653,1.353630783323273,Iris-versicolor
+11,6.484663255981865,2.964213996070954,5.4952800917661735,1.7595865416506737,Iris-virginica
+12,5.782862577994815,2.9955361048272717,4.236140438080079,1.19928188633482,Iris-versicolor
+13,4.917777319241588,3.154452246431373,1.531717606124696,0.10000010351290675,Iris-setosa
+14,5.486539585778739,2.478964791021755,3.8288099222038494,1.0197010634529564,Iris-versicolor
+15,4.4002464831033485,3.1331199156208114,1.3016603096496562,0.18980888424874087,Iris-setosa
+16,7.554215436368178,2.9028448852167967,6.507607958804174,1.910354196872096,Iris-virginica
+17,5.614950305349356,3.0,4.0529997459039775,1.279855403283462,Iris-versicolor
+18,6.570748636710656,3.242476815188611,5.069665955603619,2.079606485153528,Iris-virginica
+19,7.9,3.822001694705427,6.453181212398562,1.9886143968750338,Iris-virginica
+20,6.638086245839099,3.342901128836675,5.651824657605725,2.1275868281247523,Iris-virginica
+21,5.123915708217024,2.4243686134464273,3.745191838915246,1.0610365657837906,Iris-versicolor
+22,5.868186481159368,2.741009240226719,4.4888429672472565,1.1091312987102417,Iris-versicolor
+23,6.76524853730418,3.0781079999210883,4.764199239614472,1.5214879952342022,Iris-versicolor
+24,5.253610145886883,3.4036692242754407,1.576174178581219,0.48390364158015275,Iris-setosa
+25,6.320739080474843,2.3202313393262277,4.44941653170598,1.3390958303860572,Iris-versicolor
+26,6.584027219218857,3.279804233964117,5.5496630334935375,2.1698397070852584,Iris-virginica
+27,5.736114972786696,2.976764853339779,4.521813076303353,1.46483320826287,Iris-versicolor
+28,6.725809911338682,3.2148141512252306,5.928425548916241,2.2460521179777877,Iris-virginica
+29,5.870399460108338,2.885517843726509,4.610253296093841,1.2922045974890064,Iris-versicolor
+30,5.840033795496772,2.872688638606726,4.455129690481529,1.428640242966959,Iris-versicolor
+31,6.770928885461204,2.5083030412835106,6.00010263358659,1.8118571391362235,Iris-virginica
+32,6.260370793663605,2.590622447680839,4.977340158974096,1.8380307240472271,Iris-virginica
+33,5.853841807977902,2.855375181639787,3.882320331041324,1.244854085779364,Iris-versicolor
+34,4.586079509786516,3.6624240333708973,1.0,0.2000269053734864,Iris-setosa
+35,6.188643766451597,2.220473111386469,4.222827690728586,1.1520731997097011,Iris-versicolor
+36,6.335745837322628,3.275393772391093,4.736022528625572,1.6066996136508271,Iris-versicolor
+37,6.73721637495772,2.972622756795861,4.89957046036211,1.6344856707484203,Iris-versicolor
+38,7.013638579312251,3.1268162038326857,5.924378166180048,2.2307597677870215,Iris-virginica
+39,6.794095461555917,3.0994159548349143,5.126084829688283,2.357087522897712,Iris-virginica
+40,4.6680904456101375,3.631261934563158,1.0000005102830338,0.19935548038207584,Iris-setosa
+41,7.113364614458992,2.9055506618851945,6.228035775602368,1.7715755411724405,Iris-virginica
+42,4.770239935678484,3.366402696673735,2.1508860231713927,0.20013938523870645,Iris-setosa
+43,6.2536772366037425,2.5117090391801176,5.010947327710613,1.8727089275203712,Iris-virginica
+44,5.4907483412787785,3.750345293586316,1.550429284389719,0.31859875230539825,Iris-setosa
+45,5.566148426420111,2.562261692032138,4.318657679953179,1.113930888788318,Iris-versicolor
+46,5.552101086799708,2.60892606077044,4.438104846849696,1.2061526793815358,Iris-versicolor
+47,7.70448403667436,2.6005621422433216,6.9,2.287626480027323,Iris-virginica
+48,6.952583389290417,3.0938056424998956,5.166955217715051,2.314404492175221,Iris-virginica
+49,5.002756019496925,2.0000008452365483,3.414737778644254,1.030350475032205,Iris-versicolor
+50,5.477073686015524,4.199999121236555,1.3828490319058397,0.19485166345888172,Iris-setosa
+51,4.930692191765649,3.550188079713948,1.460501537135483,0.22501745628174896,Iris-setosa
+52,4.501418870329655,2.339871608386671,1.3377885799384532,0.28930169606570244,Iris-setosa
+53,6.143122312099311,2.878420797077345,4.2834442042981165,1.1642911158434335,Iris-versicolor
+54,4.912079076852947,3.4977536377032465,1.4908582666816708,0.19915152430459443,Iris-setosa
+55,5.047003667089913,3.6864806763259086,1.4360455720569147,0.23886091245038,Iris-setosa
+56,5.871553311579524,2.6714374496871796,4.419143748279364,1.0235927320095917,Iris-versicolor
+57,7.687565554241595,2.796986914777172,6.6945199809389635,2.0277280471494623,Iris-virginica
+58,5.078458923656979,3.4060976135020855,1.4066275961526322,0.1968919896964022,Iris-setosa
+59,5.475728072042102,3.4339492810238,1.5733429647308017,0.3126680848561662,Iris-setosa
+60,6.012949577181724,2.9096460340742327,4.236655564760857,1.1915227889619022,Iris-versicolor
+61,6.095651678330911,3.0,5.187422416700614,1.805956715119289,Iris-virginica
+62,6.683110805911461,3.0758040556420863,4.700682089538481,1.4963823540452896,Iris-versicolor
+63,5.509352323952872,3.0,4.500037279216015,1.573602759139082,Iris-versicolor
+64,5.946684634816142,3.2382844696432582,4.741001508165834,1.7901515518313103,Iris-versicolor
+65,5.767449132086983,2.6438496954292146,4.334264206940671,1.1075598623418792,Iris-versicolor
+66,6.176782314108358,2.904624842808362,5.47807346645546,1.8092753202031409,Iris-virginica
+67,6.656432288866416,3.205469164683695,5.360816512148692,2.0877954453434198,Iris-virginica
+68,5.55371930500274,2.530943105860264,4.271308038554792,1.1889454602366314,Iris-versicolor
+69,5.891979910317775,2.8030536772731502,4.472298320473107,1.2165096270214817,Iris-versicolor
+70,7.672923199555515,2.6034470236257485,6.899998773570645,2.2939645368732857,Iris-virginica
+71,6.180810625396041,2.1989303053502947,4.3941032466835095,1.3668879111441188,Iris-versicolor
+72,4.956715774673887,2.0,3.2812119851207315,1.0077109847914807,Iris-versicolor
+73,5.167060384705448,3.4229386811623277,1.440692431833897,0.20126929488176748,Iris-setosa
+74,7.744034118410276,2.7387144031787334,6.898802803649689,2.207424880245196,Iris-virginica
+75,5.132043411218489,2.4284313919614724,3.4107811873978777,1.025281694218448,Iris-versicolor
+76,4.479258636230887,2.221303702361549,1.3372953932152183,0.283681741625492,Iris-setosa
+77,4.812974155146133,3.4124535840929715,1.5497797648383995,0.2029325820417222,Iris-setosa
+78,4.7798407045188185,3.0,1.4178530304238401,0.10000009453061653,Iris-setosa
+79,7.203653986025721,3.0,6.17050610776471,2.1368550347690176,Iris-virginica
+80,5.047793218704303,3.7310825799578633,1.4076903663482354,0.21327278620272574,Iris-setosa
+81,4.586394154707483,3.6336005715581003,1.0,0.2040120259203157,Iris-setosa
+82,5.632570847353528,2.9079714483310677,3.8144225679626995,1.2883615498397698,Iris-versicolor
+83,6.266856913242667,3.0,5.21323758411585,1.7999947219044163,Iris-virginica
+84,5.269375548255885,3.6202693768851435,1.5449610103278493,0.2170826798856813,Iris-setosa
+85,6.034965746238022,3.3803219606182333,4.541651718279012,1.6194434184797895,Iris-versicolor
+86,6.075810150276367,2.8696405746647997,4.618818337310213,1.3115475371044258,Iris-versicolor
+87,4.908818610780261,3.026783850973863,1.4233236023217972,0.1,Iris-setosa
+88,4.4,3.1770803649676504,1.3241932104128855,0.2092555130882587,Iris-setosa
+89,5.776988498985319,3.0,4.54202656830174,1.5878009270656077,Iris-versicolor
+90,6.337703431404723,2.61335252045321,4.849495240767334,1.8256196382261085,Iris-virginica
+91,6.321493797450181,3.3795078429569516,5.527044356922684,2.2225023433006807,Iris-virginica
+92,5.632261038985689,2.602762431899582,4.186612327720638,1.1758403447724184,Iris-versicolor
+93,5.454753702441767,4.2,1.3901719914790105,0.1946732773396962,Iris-setosa
+94,6.295977129313732,3.2395576071347856,4.786464890440053,1.6820614090255837,Iris-versicolor
+95,5.089150895703425,3.4092099437215677,1.8306910517327184,0.3492918597244879,Iris-setosa
+96,6.242027199053038,2.1828297416206004,4.5063311440451175,1.4856166544206344,Iris-versicolor
+97,5.515635363702527,3.0,4.574655194791876,1.6016807600998442,Iris-versicolor
+98,5.88845677956474,2.802278511869547,4.674458770612525,1.260838911165065,Iris-versicolor
+99,7.50037334432027,2.8494319426910772,6.482828084909833,1.835837676042391,Iris-virginica
+100,4.913040146069472,3.1366052964311626,1.5173121130250207,0.1,Iris-setosa
+101,5.135916553467182,3.5562955478213394,1.5230479862823652,0.3890959890924215,Iris-setosa
+102,5.479690109684092,4.1999986423753075,1.3844057131910166,0.19224475414270198,Iris-setosa
+103,5.728499257882524,3.0299913763537023,4.495299765029385,1.4870747413497298,Iris-versicolor
+104,7.899998546650775,3.789179160619663,6.313890993115899,2.023375161346757,Iris-virginica
+105,6.4858607597200955,3.0,5.659097941406128,2.0941890342416594,Iris-virginica
+106,4.833547865449274,3.0,1.3447561823707421,0.22830292802292512,Iris-setosa
+107,4.825647445859748,3.0,1.417932170904743,0.1,Iris-setosa
+108,5.7386639495403795,2.7893601180224823,4.0822522072950225,1.2150799048996117,Iris-versicolor
+109,5.9257395669456745,3.278995390748513,4.660978718366968,1.6968538723969102,Iris-versicolor
+110,6.035814155726426,2.9299651776187106,4.211142677615272,1.1700391153591936,Iris-versicolor
+111,7.488934523936374,2.978547893450177,6.561698551049677,2.0901468856922687,Iris-virginica
+112,6.823244693276194,3.0541926372555332,5.543655208777901,2.109737046409384,Iris-virginica
+113,4.781627336304738,3.4114137292420335,1.6313805423717702,0.19381041110547234,Iris-setosa
+114,5.052415427849482,3.643992933139913,1.38479834939499,0.208832582473673,Iris-setosa
+115,5.525609786401518,2.88608646176583,3.590306843443614,1.310239581499586,Iris-versicolor
+116,4.8360379898740495,3.3991445871058543,1.8484452674316187,0.20121881365066124,Iris-setosa
+117,4.933466029232882,3.5257659862071233,1.4018281618283097,0.20451600948426715,Iris-setosa
+118,7.717729893449804,2.588038051810953,6.899998740387295,2.316303061725515,Iris-virginica
+119,5.8135508684255335,2.803540075862587,5.0720326081552365,2.424899627483552,Iris-virginica

iris/tab_ddpm/1_4/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.704389640249272,2.812826452155094,4.429467691561662,1.2799359602750424,Iris-versicolor
+1,5.740533416056462,2.896853268152658,4.068770777887566,1.2591827708297187,Iris-versicolor
+2,5.59186102015482,3.0,4.446922573443244,1.457713505827795,Iris-versicolor
+3,4.981321230439994,2.0,3.54686678544966,0.8544215935700903,Iris-versicolor
+4,4.77860200179438,3.0,1.3473832868491722,0.10000012569386445,Iris-setosa
+5,5.686515508765305,2.7632960705261245,4.483445347097605,1.3220536577325117,Iris-versicolor
+6,6.0191415743908525,3.0,4.5879358808385176,1.5071964151158372,Iris-versicolor
+7,6.137323242641646,2.201503498065485,4.43195201515498,1.425460266073626,Iris-versicolor
+8,6.867631860322188,3.108808166595367,5.1930455286308845,2.2701995452761925,Iris-virginica
+9,7.6984436100549365,2.5900781487918683,6.9,2.297649607726979,Iris-virginica
+10,4.889114966043609,3.4231575113548023,1.5638491455955565,0.21613266179755852,Iris-setosa
+11,7.672603342504144,2.604701083421759,6.8999984012192215,2.281605105450025,Iris-virginica
+12,4.867824772466838,3.0247979842181514,1.4559530675011687,0.1,Iris-setosa
+13,7.027380898695373,3.0883179700259444,6.071336458042058,2.1780205912890267,Iris-virginica
+14,7.8999961388280555,3.6421496406332774,6.449503134639739,1.9739481006349044,Iris-virginica
+15,5.035205455078634,3.502882991277657,1.378804339787139,0.20257276475796987,Iris-setosa
+16,4.981586908680933,2.0,3.4477870703570304,0.8623870497717991,Iris-versicolor
+17,5.683033318402256,2.877185647980917,3.6774517996530856,1.2805923635825935,Iris-versicolor
+18,6.333748477408038,2.5164083824742205,5.023808453804578,1.9133546106153791,Iris-virginica
+19,5.232342036987904,3.4063569262573266,1.4039492389506347,0.2027977956673471,Iris-setosa
+20,5.620111021308748,3.7292222728829505,1.67962509353723,0.4612622227658695,Iris-setosa
+21,4.970915342477301,2.0,3.4613805528073067,0.984871109017732,Iris-versicolor
+22,5.842347949928824,2.6773110942855167,3.984849554356825,1.0793201259777272,Iris-versicolor
+23,6.681565242708636,3.0,4.919376777312374,1.6613799891367802,Iris-versicolor
+24,6.263579280629958,2.5595911073296143,4.960096403814201,1.8314002017617577,Iris-virginica
+25,6.024570909661928,2.197163090972508,3.964503226458427,1.0632780047418486,Iris-versicolor
+26,4.778787323644291,3.3984214652331475,1.8364334859601625,0.19052354956178116,Iris-setosa
+27,5.936678687766244,3.2294164862873704,4.756600944459206,1.7354453481337935,Iris-versicolor
+28,6.900672187138095,3.0549923421936294,5.242935451939851,2.261584681520858,Iris-virginica
+29,5.739509944964518,3.1601736884581095,4.654584474404707,1.7933481020623085,Iris-versicolor
+30,6.745215091692308,3.0,4.950123572963625,1.6064766595395734,Iris-versicolor
+31,4.508366227059514,2.3096022053658665,1.3191071824503418,0.38784890986813714,Iris-setosa
+32,5.386199923887513,3.962634673260956,1.2394815083857083,0.4086935970468103,Iris-setosa
+33,4.899255915273172,3.0981845089326248,1.4779167258801893,0.10000023650963977,Iris-setosa
+34,6.625603651376136,2.4457540379991327,5.671348420691926,1.8417942884710152,Iris-virginica
+35,4.611615898066255,3.5872964107758745,1.0000006774549408,0.19808993056398216,Iris-setosa
+36,4.807926139554765,3.0,1.363905365348477,0.10000010646973477,Iris-setosa
+37,7.151690638320507,3.0,6.106975362574383,1.9586263577450764,Iris-virginica
+38,5.380579382722724,2.6027857342149665,4.427582610181593,1.266151167503263,Iris-versicolor
+39,6.690461156314166,2.97472313706436,5.732876850018524,1.8022960522853386,Iris-virginica
+40,4.946212272697983,3.0,1.4628137284665512,0.20221897122476326,Iris-setosa
+41,4.886362790759229,2.4028171193968797,3.577473738301406,1.019876644741347,Iris-versicolor
+42,5.982674659827917,3.2076632911633958,4.615523722109832,1.570025096266698,Iris-versicolor
+43,7.7138792880024125,2.622851918365695,6.899998771080634,2.291744588198496,Iris-virginica
+44,6.5687660419368346,2.5113681742952205,5.654030172210093,1.8221696181321911,Iris-virginica
+45,7.8999989899825,3.7932411575509644,6.34403676726534,2.0059987964008337,Iris-virginica
+46,5.9645913250305025,2.886773401600749,4.198969289676779,1.2435648342517918,Iris-versicolor
+47,6.1357136125211085,3.3293262429126855,5.355818504469686,2.229813296931655,Iris-virginica
+48,6.285364039350801,3.2973511416252492,4.604981098927855,1.5748707668065731,Iris-versicolor
+49,4.988684812278905,2.0,3.5022622101981637,0.9339306350578815,Iris-versicolor
+50,7.677887662037197,2.6259820389008195,6.899998723855657,2.2944941790054765,Iris-virginica
+51,5.011725134326493,2.0,3.592482076118351,1.0521461209364709,Iris-versicolor
+52,5.303777830626615,3.4283068192264943,1.412565418962102,0.2065576651608063,Iris-setosa
+53,7.899998786203277,3.8125509486695033,6.490589528205966,2.025306394786667,Iris-virginica
+54,5.477964354309828,4.2,1.3494413801535097,0.1958543684574808,Iris-setosa
+55,4.91990749436243,3.4119761363746424,1.561427106420742,0.21236467410779117,Iris-setosa
+56,6.649899626316956,3.15983249523212,4.719396772810851,1.525019775349438,Iris-versicolor
+57,4.900681777186905,3.026358036713252,1.489515274218149,0.10000009283626132,Iris-setosa
+58,6.110251541149763,2.2772368139422614,4.2996156411627,1.236699344971156,Iris-versicolor
+59,6.770107824290215,3.1095613433836626,5.236261331960428,2.314700955281382,Iris-virginica
+60,5.706375256169644,2.5730803363445633,4.20978384966695,1.0889127090997974,Iris-versicolor
+61,4.822694990858422,3.4170041803911455,1.6544593119392415,0.20382403297845575,Iris-setosa
+62,5.774943431428773,2.785617587898206,5.172617859083766,2.1306882904717823,Iris-virginica
+63,6.7500959035943655,3.2219397100085834,5.751560321556293,2.21903812041765,Iris-virginica
+64,5.809412393221667,2.678844916156542,5.137749243364837,1.9141035929623766,Iris-virginica
+65,6.134088703135686,2.94991851652701,5.06749890852321,1.808323469705642,Iris-virginica
+66,7.730045836421,2.8931953369450554,6.7232719450221206,2.0386118576506296,Iris-virginica
+67,6.294038336087175,3.13891460126575,5.072714053006647,1.9232492443956368,Iris-virginica
+68,5.462972343872117,3.338520660648745,2.228403076001379,0.19803757072808043,Iris-setosa
+69,5.833719119742265,3.0,4.487416890184154,1.3984767795938915,Iris-versicolor
+70,6.289840281622156,3.029994086156998,4.385125366931115,1.3765996614925922,Iris-versicolor
+71,6.266768879489428,2.8656575609139225,4.759213633449676,1.3080609412836692,Iris-versicolor
+72,6.749165331955264,3.264890254606524,5.786244320295929,2.171048949843645,Iris-virginica
+73,5.945814721636732,2.2723192534090644,4.241684430584562,1.241636674953983,Iris-versicolor
+74,7.703475506093371,2.6166261771160277,6.899997281762032,2.3002772659877473,Iris-virginica
+75,6.686505694114744,3.0237668978084766,4.884801276261183,1.653546037387167,Iris-versicolor
+76,4.4,3.270043807421693,1.3016418290353635,0.20534146135257172,Iris-setosa
+77,5.8286814577341515,3.262824885620068,4.419564222179846,1.5010687716045192,Iris-versicolor
+78,7.899998705363089,3.780204442999806,6.410699707012602,2.037258476479415,Iris-virginica
+79,6.659811993232986,3.0255262050627776,4.603512337974646,1.5225964926761906,Iris-versicolor
+80,5.368826153169656,3.7698994615456116,1.515714838934208,0.20874040896156507,Iris-setosa
+81,6.758149373288813,2.4920305474757036,5.9925089552457145,1.8102353057754303,Iris-virginica
+82,6.5417286073864895,3.0,5.458086977870202,1.8142484173637308,Iris-virginica
+83,6.594552214549575,2.5728392467697145,4.558489719616239,1.358748041539753,Iris-versicolor
+84,5.510509161243553,3.0,4.486969683116379,1.4748229083146396,Iris-versicolor
+85,7.9,3.8418236581690888,6.45982872712688,1.9545635525914284,Iris-virginica
+86,7.9,3.7762291726639927,6.381701344985745,2.005973836455651,Iris-virginica
+87,5.456321315176465,4.1999989913699975,1.3481997187598962,0.19559339974228263,Iris-setosa
+88,7.588236140759174,2.8658162036674764,6.557824837119924,1.9203703960708025,Iris-virginica
+89,6.427848249612585,3.0,4.794390885918147,1.6470036368458854,Iris-versicolor
+90,6.649022651104911,3.0,4.907181390830337,1.6550633593686037,Iris-versicolor
+91,6.6279760741710225,3.0,5.742405894145376,2.1037100817181864,Iris-virginica
+92,5.441092581271267,3.908655889124139,1.316006195741816,0.38403530295706856,Iris-setosa
+93,6.327875112214255,3.0480822549551294,5.135667491371758,1.8643428000104327,Iris-virginica
+94,4.597948635006756,3.6730623695937727,1.0000007091720657,0.19832044960220457,Iris-setosa
+95,5.501801951988152,4.1999993236892905,1.4126369750282763,0.19492667730080793,Iris-setosa
+96,4.6812777707511035,3.2422166812055013,1.4235572644521872,0.20536803465817388,Iris-setosa
+97,6.178006854375803,2.247011735375241,4.419889355999381,1.4480448790387979,Iris-versicolor
+98,5.508679405279775,4.2,1.38126136173903,0.20752421551751807,Iris-setosa
+99,4.644383657508825,3.0755177503052775,1.418060362193434,0.20938478819627954,Iris-setosa
+100,5.996353402950782,2.736519622325889,5.0973331163017646,2.1912772524880477,Iris-virginica
+101,5.787318764393445,2.7698690405612085,4.013288090126913,1.1183098439498063,Iris-versicolor
+102,6.290942717398144,2.2170420019659,4.504027461360905,1.442058982988471,Iris-versicolor
+103,5.467466959411384,3.0,4.397811389513174,1.4392512366445522,Iris-versicolor
+104,4.5931898396621085,3.5733610653634478,1.0000004499154522,0.18978821763368459,Iris-setosa
+105,6.745021880867834,2.961958101044215,4.954432140281151,1.6329559362507966,Iris-versicolor
+106,6.7103180329686785,3.2578766195810234,5.764987017507051,2.283539740771232,Iris-virginica
+107,4.584950504363815,3.696414499761897,1.0,0.19977669959676625,Iris-setosa
+108,4.886416535431845,3.0368863330225544,1.45990494083574,0.10000014398315235,Iris-setosa
+109,6.685104349097462,3.206753087326104,5.693624014376435,2.277597068416,Iris-virginica
+110,6.335931144574146,2.84079309981129,4.250496274733799,1.250838217722789,Iris-versicolor
+111,5.851609564676724,2.8666977385823595,5.099557195134621,2.4764545732166567,Iris-virginica
+112,6.161398063615439,2.2105763605844513,4.498044186104972,1.5275346741764637,Iris-versicolor
+113,6.082251907291508,3.397441444821139,4.59996492022038,1.6249042246601064,Iris-versicolor
+114,5.687233019286034,2.5384850378714403,4.379136097068829,1.0691788659573378,Iris-versicolor
+115,5.974886445463114,2.162233901289812,3.9552853073959167,0.9361838307258394,Iris-versicolor
+116,7.728017564607944,2.544779202993432,6.9,2.323202598214754,Iris-virginica
+117,6.237239480694293,2.791888201558951,5.169362737158622,1.8070738544526632,Iris-virginica
+118,5.09465305977899,3.368426929689771,1.6259932463713263,0.564664322509099,Iris-setosa
+119,4.503324258944068,2.3567930372871655,1.3272789336113235,0.33102935335653694,Iris-setosa

iris/tab_ddpm/1_4/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.899072899702119,3.0,1.4010057751060268,0.19229408666892306,Iris-setosa
+1,5.655558492982072,3.032196054632907,4.624642447941285,1.6833038710349846,Iris-versicolor
+2,6.6282258547762805,3.0958585522137487,5.798600052880335,2.2927623008768405,Iris-virginica
+3,6.562077559776162,3.1985971534412925,4.590640267931736,1.5111711885683246,Iris-versicolor
+4,6.648941497418796,3.225363306422552,5.645466601244157,2.086817755204109,Iris-virginica
+5,5.819793246444364,2.7485490591240094,5.101794309886323,1.8878720699600464,Iris-virginica
+6,6.63157142634714,3.134716685066057,4.680851301999536,1.5042867443950352,Iris-versicolor
+7,5.90868644128103,2.169529063178918,4.060934517003567,1.042826042704825,Iris-versicolor
+8,4.875463315645079,3.0267499494689325,1.4256270406385607,0.5223171167028675,Iris-setosa
+9,4.4,3.1752169671658756,1.2669146593018432,0.2053837952530105,Iris-setosa
+10,5.583960692456463,2.56404840634199,3.838734247872452,1.0784802820065658,Iris-versicolor
+11,6.287492285055022,2.696355527397363,4.91345384191797,1.7905191010745745,Iris-virginica
+12,5.818718616477461,2.726075755290074,5.061124588247909,1.8960736511324838,Iris-virginica
+13,5.481927671702503,3.0,4.479958540078817,1.484124422582291,Iris-versicolor
+14,5.12818185198532,2.3543176282350395,3.5026659751405655,0.9288328042870166,Iris-versicolor
+15,4.9326054770435235,3.4041372225931874,1.5481749621930065,0.2024320051703354,Iris-setosa
+16,5.568418027074611,3.0,3.861802720489062,1.3126922987970548,Iris-versicolor
+17,5.780800444115189,2.6901133803056254,5.109021829801995,1.8896154805031344,Iris-virginica
+18,5.659501081959696,2.890222624408073,3.949962260546278,1.2936968785324507,Iris-versicolor
+19,5.432490546930273,4.199999278255536,1.3946484197703364,0.19049878325589026,Iris-setosa
+20,6.003346407692606,2.2625011004559634,3.9640971229924915,1.1064200751896187,Iris-versicolor
+21,5.14766960716668,2.4083891934123476,3.664765269078253,0.9975993242287622,Iris-versicolor
+22,5.055055382633281,3.429009590423213,1.5571472697857522,0.5250506945320607,Iris-setosa
+23,5.798211394323276,2.702469176476378,5.123331174096944,1.8906392061538018,Iris-virginica
+24,5.462010268015122,3.576317181277177,1.5420738383153962,0.20282267238319004,Iris-setosa
+25,6.151353117594946,2.5362558539740108,4.3485006002890625,1.3703322080131133,Iris-versicolor
+26,4.4,3.256698711822907,1.2785418777117743,0.1952120407801175,Iris-setosa
+27,5.014112671524393,2.0000006845725324,3.4539696034131246,0.9872192816476677,Iris-versicolor
+28,4.982010127188094,3.0,1.471909583647858,0.18766822299494737,Iris-setosa
+29,6.722881226078666,3.188931291537023,5.729350742566367,2.196271588299157,Iris-virginica
+30,6.1172317598920944,3.0,5.242197624267965,1.8227650009404994,Iris-virginica
+31,4.776072866121452,3.396602827309966,1.8166867739689194,0.2116243863923919,Iris-setosa
+32,4.4,3.254462697981622,1.286818555781716,0.2005653469526162,Iris-setosa
+33,7.678948524524409,2.5988509344891257,6.899998882483802,2.2772898618272106,Iris-virginica
+34,6.291205706254469,3.0,5.251068931950979,1.8098435499261432,Iris-virginica
+35,5.696275692770274,2.912692210602759,4.248643442641761,1.2215323002320877,Iris-versicolor
+36,6.220433257882104,2.935815304499484,5.400107288447418,1.7701427016161972,Iris-virginica
+37,4.588441402008375,3.6274266428634707,1.0000004063140606,0.201382433465943,Iris-setosa
+38,4.762344770402732,3.0,1.3863800443989316,0.10000010072960057,Iris-setosa
+39,5.34329802483378,2.460956794569464,4.240882389142533,1.1554833117869594,Iris-versicolor
+40,4.987121278622819,2.0,3.496888681664481,1.0075881202781627,Iris-versicolor
+41,5.712026179555307,2.8689090991181767,3.910081337333004,1.2947630613796526,Iris-versicolor
+42,6.616560282388286,3.0,5.712238416184806,2.1875112395319984,Iris-virginica
+43,6.59313728240862,3.268787594587527,5.765920132413059,2.29975404653974,Iris-virginica
+44,7.7423241427352885,2.5131260377470257,6.9,2.3486546356754685,Iris-virginica
+45,6.055396805841006,3.372634783968861,4.6538393213961,1.6619154114322527,Iris-versicolor
+46,6.666278354621379,3.289923801461107,5.822822447855673,2.4999984371370005,Iris-virginica
+47,4.825569117686303,3.407312171520172,1.7213445228235698,0.20232799383181072,Iris-setosa
+48,5.5818919749747895,2.4493023233335913,4.249326620761441,1.1387439597901499,Iris-versicolor
+49,5.208484684928836,3.299738187840043,1.5833188041371682,0.5102901859951463,Iris-setosa
+50,6.572989624184194,3.0,5.938690764797593,2.1980488917232575,Iris-virginica
+51,5.013423201188047,2.0000010352057904,3.493226627666386,0.9203642175129989,Iris-versicolor
+52,4.823980808569646,3.0979997163302095,1.4115448467363407,0.19811964984929326,Iris-setosa
+53,6.161478962642473,2.7381838251716886,4.962404023196907,1.8132746653668996,Iris-virginica
+54,5.6303852587187775,2.540332656360026,3.84612611012226,1.0238987748326545,Iris-versicolor
+55,6.610296337123853,3.0,5.029003701687879,1.7446136786053605,Iris-versicolor
+56,5.823635039687556,2.86092277811297,4.4485610719668225,1.3187030390819965,Iris-versicolor
+57,5.986190092126694,3.4118665348293318,4.562032202099998,1.598192350029631,Iris-versicolor
+58,7.654339002509556,2.9156310613295173,6.627328757463218,2.047069356214511,Iris-virginica
+59,5.877320383165646,3.0,5.14245463604475,1.805751986117544,Iris-virginica
+60,6.723710215928657,3.2432432960241355,5.749667377715825,2.499999553510638,Iris-virginica
+61,5.354831936806414,2.4757297544062338,3.9749898187375523,1.073345234627568,Iris-versicolor
+62,6.10449589182442,3.0,5.116947167645502,1.8041111926279398,Iris-virginica
+63,5.786315794583738,2.702776297290857,5.101438742654278,1.8732973488087301,Iris-virginica
+64,6.3443357465338766,3.230461660579452,5.222897197462982,2.1503702881180735,Iris-virginica
+65,4.589211173038702,3.601419540606389,1.0000005084534356,0.18883008511466293,Iris-setosa
+66,5.145551967408778,3.460950712725859,1.3937034593293496,0.1975738364715376,Iris-setosa
+67,6.470784843096233,3.1884009964155697,4.7912572730052885,1.5584699423382966,Iris-versicolor
+68,6.316097030989351,2.75188351059697,4.8532187031150995,1.7792599481229852,Iris-virginica
+69,6.798492138620184,2.886121596219586,6.074854928110355,1.7595018263466922,Iris-virginica
+70,4.804868131673746,3.3991667558487055,1.574483284316324,0.20528535016459992,Iris-setosa
+71,6.4761020381389685,3.2948948295922835,5.814912918157835,2.3139948230057024,Iris-virginica
+72,5.016786412101653,3.5121080706612497,1.4324391014490025,0.1966621403283339,Iris-setosa
+73,6.128564580391317,2.2131493042102823,4.438559091446224,1.491297789486973,Iris-versicolor
+74,5.675894065046358,2.5113384413290087,3.9586365080199024,1.0575238881776847,Iris-versicolor
+75,4.829335526268932,3.3973153215640357,1.812051788815391,0.2044317222894455,Iris-setosa
+76,6.815212007711764,3.296100973357119,5.7638922535348165,2.5,Iris-virginica
+77,5.505188994252401,3.481716678180769,1.5530436459586863,0.21977187466122994,Iris-setosa
+78,5.861094088029278,2.7913308446488756,5.1723155625182695,2.31201071086688,Iris-virginica
+79,5.8138528342046065,2.6988898372064516,5.053643418624726,1.8451314702395287,Iris-virginica
+80,5.098799923594375,2.4983661553492817,3.7013358057026755,1.0606221437118664,Iris-versicolor
+81,6.565105482151927,3.0,4.462575055712282,1.4780628252792225,Iris-versicolor
+82,7.9,3.876410397932742,6.32028402015628,2.021444882803754,Iris-virginica
+83,5.0278527775290245,3.128496393961172,1.4342840380367181,0.20334445425135073,Iris-setosa
+84,5.4544198445197,3.917320841057742,1.2881952457609707,0.468077278157347,Iris-setosa
+85,6.25032780850088,2.9305545824786825,4.635296262486884,1.3063143200512055,Iris-versicolor
+86,5.871868432773543,2.988440590365065,4.540751928494653,1.4107972860224862,Iris-versicolor
+87,5.556935652421241,3.4597429260627894,1.5217822206297833,0.42125423174004617,Iris-setosa
+88,5.918730462966913,2.994393054705965,5.255453580951795,1.8418139402402605,Iris-virginica
+89,4.650075405589721,3.5112936597783135,1.0000006508503028,0.20615777342964267,Iris-setosa
+90,6.652348850856155,3.1058759963768576,4.554700165264292,1.4293644497556364,Iris-versicolor
+91,4.611257419651724,3.1368615376016415,1.3747077369298526,0.20204230709757431,Iris-setosa
+92,5.431684681387159,4.2,1.393872689951885,0.1851906227789296,Iris-setosa
+93,5.628704096076225,3.0,4.231602469658547,1.2663203264235767,Iris-versicolor
+94,6.949486035857708,3.1473411737700188,5.980213479408621,2.3119050979580376,Iris-virginica
+95,5.96530853320452,3.3985686066557648,4.622634027654761,1.6905952166288913,Iris-versicolor
+96,7.331135497935399,2.7999074977815983,6.374967786162084,1.8104001698036833,Iris-virginica
+97,4.992717203466004,2.0,3.4478922137292565,1.0236077705896267,Iris-versicolor
+98,5.037146245194383,3.0,1.6591206070881372,0.18420218293402602,Iris-setosa
+99,4.771414696122788,3.392502977708667,1.5298976786177612,0.19987668294868077,Iris-setosa
+100,5.804651905387508,2.671790477135035,5.082902650763944,1.8956807913150657,Iris-virginica
+101,5.540834886085861,4.199998758300246,1.3507828441414975,0.19281946294067626,Iris-setosa
+102,6.165271258922967,2.2335464057209418,4.283810064401238,1.1116262104239025,Iris-versicolor
+103,5.01906337524873,3.0,1.8866990299823212,0.19627781617027057,Iris-setosa
+104,4.928708900416785,3.11262155517559,1.4706365283656275,0.1,Iris-setosa
+105,6.674593655460759,3.0,4.9134318431719315,1.6635792744421194,Iris-versicolor
+106,5.84620721792579,2.8886388901603097,4.554559059149721,1.2303579888865384,Iris-versicolor
+107,5.6809249431813935,3.0042275131065206,4.542833812674944,1.5325393081740548,Iris-versicolor
+108,6.64396417160542,3.0,4.468023491059734,1.440937799611864,Iris-versicolor
+109,6.261954882219446,2.978480336048056,4.56884228605391,1.344472748415251,Iris-versicolor
+110,6.310732938743782,3.0,5.4655607872593235,1.8089529153572859,Iris-virginica
+111,5.539640713696231,2.850435240419387,4.392889921906729,1.3241284506456052,Iris-versicolor
+112,7.672192771861311,2.6051467239936437,6.9,2.3022041686902,Iris-virginica
+113,6.097779070608731,3.410020991460119,5.470642024099291,2.318718631532939,Iris-virginica
+114,4.4,3.203426814903354,1.3053642714017757,0.1913511104623265,Iris-setosa
+115,4.604024235639236,3.567867062219523,1.0000008100762223,0.20663875734868506,Iris-setosa
+116,4.671354320913582,3.2836600352072276,1.4694200698620214,0.2002127100825039,Iris-setosa
+117,7.097528692713125,3.1414976282194362,6.027753000224722,2.264223930679616,Iris-virginica
+118,5.528599909988765,3.0,3.809769375152282,1.3280343495571332,Iris-versicolor
+119,6.603070371809289,3.0,4.500776163637723,1.4462102084754,Iris-versicolor

iris/tab_ddpm/1_4/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.117288100920955,2.465470903427542,3.7408833186738164,1.072048104343658,Iris-versicolor
+1,6.576469985181491,3.1239077627405094,4.760589501851229,1.5004496062876627,Iris-versicolor
+2,5.026269009215591,3.3935934689883616,1.5755010195814338,0.42826078704781756,Iris-setosa
+3,5.390609866980162,3.473717049782279,1.5271975364629766,0.2035846608918996,Iris-setosa
+4,7.72059612085767,2.6152645588545713,6.9,2.314989145305115,Iris-virginica
+5,4.608716376910627,3.5894420877094664,1.0000012361108885,0.20181245028610134,Iris-setosa
+6,5.57342443977698,2.432671762751301,3.701378020297224,1.0112846432387994,Iris-versicolor
+7,6.042779423238198,2.9338771322348562,5.4705509793072356,1.8347326349789517,Iris-virginica
+8,5.067535372168136,3.322604623239105,1.749776332417441,0.49559794095821796,Iris-setosa
+9,6.730346565850091,2.894987880351456,6.012699415260426,1.7692090960278462,Iris-virginica
+10,5.876069614040568,2.7219096307070423,5.074798829404001,1.8872541474476534,Iris-virginica
+11,7.89999884404631,3.73423968444788,6.453530871353135,1.9861296282516268,Iris-virginica
+12,5.9309735749376555,2.2875525517383553,4.067415786929288,0.9845603690464257,Iris-versicolor
+13,5.6992714740321855,3.0,4.114019559902729,1.1455781882577423,Iris-versicolor
+14,7.690402220388375,2.627373748894485,6.899998905124029,2.2883143611137413,Iris-virginica
+15,4.88483355317181,3.0,1.4115312315856414,0.203077775016673,Iris-setosa
+16,6.1280982171639256,2.679916394833609,4.99660538547702,1.846890266196472,Iris-virginica
+17,5.76770910673685,2.8109702903440303,5.087849854810149,2.453096062410775,Iris-virginica
+18,5.515069179321584,4.2,1.4092524111620237,0.20196613620929435,Iris-setosa
+19,5.568537406740771,2.8517294953869903,4.213530045968659,1.3277488375471715,Iris-versicolor
+20,6.481356143745756,3.1371386266516748,5.064627906374926,1.9461936521172951,Iris-virginica
+21,6.711835073849589,3.313233244998881,5.69781252206637,2.4999994670527226,Iris-virginica
+22,5.168759134733785,3.638545309441601,1.4939259608230122,0.4667125905403683,Iris-setosa
+23,4.600380288079994,3.6403482880293345,1.0000005678970123,0.20394730197977906,Iris-setosa
+24,5.487020746540133,4.199997293843218,1.3996250736399147,0.20319556782816284,Iris-setosa
+25,5.803051839934769,2.815665841468749,5.100575137884778,2.37152376008966,Iris-virginica
+26,5.003681778793221,3.5038426526382396,1.4238952378746337,0.2064118330494077,Iris-setosa
+27,5.330402005019249,3.4832953632485593,1.5250661770192708,0.19778610626506515,Iris-setosa
+28,5.947669938577074,3.3235914284888537,4.4933988711181145,1.5132894223532742,Iris-versicolor
+29,5.756220678158515,2.8085053220532155,4.518047341352803,1.335156820467282,Iris-versicolor
+30,5.602680688875888,3.5064294090185775,1.5597702826220785,0.3383590435238302,Iris-setosa
+31,6.292694862949756,3.0984344191699833,4.903791703694287,1.6997146459669523,Iris-versicolor
+32,5.291680700099001,3.473512993439366,1.4599806678060914,0.20382035406709875,Iris-setosa
+33,5.667828257492065,2.993936490133672,4.067751024816513,1.3389839653346975,Iris-versicolor
+34,5.068336610030327,3.24960277665835,1.4255373876741246,0.1981215266246114,Iris-setosa
+35,5.512608266711652,3.0,4.489990097234492,1.4583531427749494,Iris-versicolor
+36,5.604386206175678,3.7781393142186137,1.5382591946504212,0.27566668441397557,Iris-setosa
+37,6.705877228525107,3.0981956969795776,4.671530685108973,1.5133190530440224,Iris-versicolor
+38,6.4291942594394325,3.0503844832563654,4.413087417022895,1.3873676581796177,Iris-versicolor
+39,5.019251096021959,2.000000961034445,3.5852480217877036,1.000557397615493,Iris-versicolor
+40,7.080315312137015,3.1140838747407917,5.88779423792405,2.227398145187452,Iris-virginica
+41,5.087068209782758,3.242482927922031,1.7478387433937554,0.2978918640780485,Iris-setosa
+42,6.762512493075954,3.0,4.890700425199929,1.6030994982641897,Iris-versicolor
+43,5.148839192451075,3.545625971380914,1.4092556015335735,0.20180531609913865,Iris-setosa
+44,5.500994565752862,4.2,1.3764956805419966,0.20664094690127738,Iris-setosa
+45,7.715477731751149,2.7838068948032677,6.777228857209689,1.9899587826621556,Iris-virginica
+46,4.770385116183208,3.410821324871537,1.5518002114324179,0.1990612624150967,Iris-setosa
+47,6.004170149209867,2.6545357277912776,4.4209132513006955,1.1887853902716254,Iris-versicolor
+48,4.889005361778296,3.039326573582279,1.472569027232098,0.1,Iris-setosa
+49,4.603856040271616,3.598084527377264,1.0,0.20290550845415578,Iris-setosa
+50,6.635852009013951,3.062668872213344,4.7480591116552855,1.5906055313375398,Iris-versicolor
+51,6.302532233070326,2.475885322680675,4.997985436110933,1.904249592560121,Iris-virginica
+52,5.102474039732137,2.4098149656006282,3.52567810025014,1.0045270597055538,Iris-versicolor
+53,5.896347034754703,2.492074412473836,3.8802415553812892,0.7328034602076854,Iris-versicolor
+54,5.514293922256122,4.2,1.421566850397771,0.19669935446188935,Iris-setosa
+55,5.023833903421273,2.0,3.5658662529601197,1.0246657598447995,Iris-versicolor
+56,4.637561980271676,3.572800327191461,1.0000006509821584,0.2127818752852717,Iris-setosa
+57,5.194997239920621,3.711840689663787,1.4239478711498315,0.2438240527575005,Iris-setosa
+58,5.534583646464409,3.0,4.38583875949853,1.3652785761502313,Iris-versicolor
+59,6.7147613482045685,2.989582628942079,4.861114160835361,1.6220094705291792,Iris-versicolor
+60,6.547416144245983,3.1876765746922815,4.6642371376539025,1.5744361088804215,Iris-versicolor
+61,6.03321598980647,2.913515658582915,4.348755864705456,1.2667210114058196,Iris-versicolor
+62,5.61836670789128,2.800535703078211,3.7875971808970674,1.1791975172204343,Iris-versicolor
+63,6.615906980196284,3.008743624430967,4.851259825793673,1.63411277232045,Iris-versicolor
+64,4.495859939407747,2.3408487474932778,1.2989490368238863,0.4655208804647515,Iris-setosa
+65,5.622923002544153,3.474558605795807,1.5724810120260857,0.29787442056210917,Iris-setosa
+66,6.0823143790608,2.1976986178862843,4.267153650517183,1.286757866780161,Iris-versicolor
+67,4.615718118334683,3.645761006667434,1.000000656693231,0.19778428928665856,Iris-setosa
+68,6.757763875948891,3.23140547516373,5.324875849342185,2.2523049627580907,Iris-virginica
+69,5.024195997829672,3.2937859281229827,1.5564585339624992,0.646527459256995,Iris-setosa
+70,6.21934310052121,2.697080332410342,4.9643212805863435,1.8310029516250723,Iris-virginica
+71,5.472807119906761,3.791650142165816,1.4481342966060116,0.3361913917412059,Iris-setosa
+72,7.899998049930469,3.7017581215154034,6.505298213169757,2.001728286374973,Iris-virginica
+73,5.709855023006478,3.0510688621232562,4.5913439907675135,1.5642185648023612,Iris-versicolor
+74,5.00530454221573,2.0,3.4984804584621125,1.0171698046979345,Iris-versicolor
+75,5.020138843566324,2.0000006935951387,3.514170713060388,0.8590157234628872,Iris-versicolor
+76,4.946437513802109,3.0,1.4414863660458048,0.20674882696813107,Iris-setosa
+77,4.906165376694965,3.0,1.4201703622150204,0.20849873270403177,Iris-setosa
+78,6.309905584659728,2.954320498452015,5.529600910979549,1.7748836632557847,Iris-virginica
+79,5.556860080535824,2.999792982492037,4.304455999416131,1.3921451441241435,Iris-versicolor
+80,7.329541992222361,2.907611983274161,6.25323038731681,1.783749433413152,Iris-virginica
+81,5.4640330091602305,3.0,4.5199384522923,1.5322780878125912,Iris-versicolor
+82,6.243736720226002,2.5544865795639358,4.926425401491781,1.8489377965746643,Iris-virginica
+83,5.921180759739468,3.2261660630341487,4.7173036507185815,1.6867824199977859,Iris-versicolor
+84,5.149445622897552,3.2442705928428026,1.5564248914181578,0.24081492303645077,Iris-setosa
+85,5.771874406369314,2.6804702778508633,5.174661546224081,1.9280617360647063,Iris-virginica
+86,5.483648653898182,2.977067778208174,4.268057051641627,1.3957976661706148,Iris-versicolor
+87,6.3967898344755705,3.0,4.776618059365745,1.4907987612647517,Iris-versicolor
+88,7.448253099374668,2.9272392929051985,6.451301738430238,1.9266857437259242,Iris-virginica
+89,7.729399195583493,2.799007158462982,6.716808925595145,2.013558476748779,Iris-virginica
+90,4.59406856859766,3.212711209930268,1.4136834049432856,0.2045751869305774,Iris-setosa
+91,4.824749135705472,3.3820630106286744,1.6581431565889435,0.1979768148620706,Iris-setosa
+92,5.703737572518212,2.9400497879408434,4.096238469647727,1.2534391365760287,Iris-versicolor
+93,6.78836259806432,3.0785656179335987,5.082949937256546,2.264378999439642,Iris-virginica
+94,5.116894129421293,3.1894047768106155,1.7332073365318916,0.19863093231625978,Iris-setosa
+95,5.0190038875479,3.550780402997702,1.3919647694016564,0.2009301590142018,Iris-setosa
+96,6.658623003771435,2.9027149036506015,5.692723095765507,1.7713323217055539,Iris-virginica
+97,6.316032436612504,2.871558240727076,4.312885135252313,1.2592909455503,Iris-versicolor
+98,5.493418796686095,2.507375778242016,4.288265573122384,1.1548804818526919,Iris-versicolor
+99,6.308703633709962,2.539009978208214,4.98871814045689,1.877760184953448,Iris-virginica
+100,5.801886228689859,2.8185665964441915,5.177854270241972,2.39169871713724,Iris-virginica
+101,6.2591230629943215,2.646460539371005,5.017614669563349,1.8423833951394506,Iris-virginica
+102,5.525299320777976,4.199996958190761,1.3710945502470129,0.20965549098895186,Iris-setosa
+103,7.728127770246638,2.7906616927069616,6.733755094513895,2.02003838944073,Iris-virginica
+104,6.713979242129183,3.186934110125133,5.196725677393361,2.230091462478626,Iris-virginica
+105,7.683780564708937,2.630032240855838,6.8999972692258424,2.2928069629791943,Iris-virginica
+106,5.479281390412175,3.0,4.530202055059066,1.5642580735607252,Iris-versicolor
+107,7.347952104079811,3.0609908685190854,6.284297281410452,2.205950177509971,Iris-virginica
+108,5.545669261149228,3.0,4.504198767651937,1.4463985601180782,Iris-versicolor
+109,4.999986323208493,2.4108665270985004,3.692271167073549,1.0856862146461064,Iris-versicolor
+110,5.809149368831708,2.6812987303529026,5.110473357001474,1.908303773943305,Iris-virginica
+111,4.726589504554207,3.401255949253258,1.531288900741596,0.1975689728054496,Iris-setosa
+112,7.6918823991985334,2.5944598515492907,6.899998899229664,2.298757886575886,Iris-virginica
+113,5.454431496500375,3.0,4.509932446573888,1.540090549509794,Iris-versicolor
+114,6.089820925589485,3.279107678221217,4.71488392398285,1.648264740254969,Iris-versicolor
+115,5.512600929807427,4.199999026789467,1.4270713523680238,0.20486802088579992,Iris-setosa
+116,5.792853989979992,2.7196760599549417,5.086455428574502,1.8699036716712714,Iris-virginica
+117,5.029751277146194,2.000000560145096,3.3850332845912066,1.019671707368342,Iris-versicolor
+118,6.941151733415843,3.1308205810874408,5.923919505981293,2.305236143544058,Iris-virginica
+119,6.213342288645816,3.2701441852234083,4.637669505094879,1.549787027089603,Iris-versicolor

iris/tab_ddpm/1_4/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.766739010367461,6.361868533145124,2.0085806163889455,Iris-virginica
+1,4.81785989726534,3.3866112478672314,1.5765783214272284,0.19739613322306793,Iris-setosa
+2,5.662188832556118,2.88118092853727,4.445365760424235,1.3111375895321178,Iris-versicolor
+3,6.727688332403249,3.08939178768515,4.651917230530297,1.4377598220693772,Iris-versicolor
+4,5.294052102934547,2.450847270593019,3.6905489904736353,1.053996561500053,Iris-versicolor
+5,5.127410813208947,3.2644998644626253,1.3847551047361562,0.20296459356594618,Iris-setosa
+6,5.543175982601772,3.83731549514472,1.5246903692389122,0.2883159239449356,Iris-setosa
+7,4.606050641667967,3.6114202384840435,1.0000004134782106,0.2002305364931906,Iris-setosa
+8,4.610872320924827,3.62110882080222,1.000000403458578,0.1959716655857775,Iris-setosa
+9,6.6573396329992285,3.2293863980517865,5.445210384965772,2.0553193771280864,Iris-virginica
+10,7.142838330538848,3.141461464321367,5.827339056425297,2.2710541824753347,Iris-virginica
+11,5.345496712379929,3.4422482041560607,1.4822011869287108,0.21161832699835678,Iris-setosa
+12,6.43785646917719,2.977023720156653,4.284787301392301,1.348071150278158,Iris-versicolor
+13,5.64216225976112,3.0,4.1528451273528075,1.245629888889014,Iris-versicolor
+14,6.195736923407144,2.1914220084751728,4.451638045522616,1.4579138041370734,Iris-versicolor
+15,7.691418802339637,2.6219905342105982,6.899998962860026,2.3318734943460964,Iris-virginica
+16,7.731736702558716,2.7997257127296566,6.742381442341044,1.978327866772533,Iris-virginica
+17,6.362865218196775,2.5925107075966745,4.427456130589009,1.3843118775387706,Iris-versicolor
+18,6.684797919005071,3.2836207305210885,5.688607958231382,2.2438290318983363,Iris-virginica
+19,7.268372325669366,3.0,5.9742854967793155,2.252270281668108,Iris-virginica
+20,6.32216780105265,2.5794996980432705,4.923107130864783,1.8395216558315968,Iris-virginica
+21,6.588146454057051,3.340240849958157,5.573335775858841,2.179834581553584,Iris-virginica
+22,6.7020286459457665,3.2708035386769483,5.660317881185647,2.499999264998986,Iris-virginica
+23,5.428021096752225,3.884432064497636,1.30780679627496,0.37338957969459374,Iris-setosa
+24,4.897669971630873,3.0,1.4005131147066472,0.20101588932277664,Iris-setosa
+25,6.609318619286379,3.0,4.413859524788818,1.3886869411282938,Iris-versicolor
+26,4.594871526658306,3.560189696048596,1.0,0.19639692044550372,Iris-setosa
+27,4.834779293832922,3.4168463396846342,1.5764044299943063,0.20269945425594346,Iris-setosa
+28,7.899997747219249,3.753438075481164,6.387001237359903,1.987980751637682,Iris-virginica
+29,7.7107819881921955,2.862199485257986,6.706970475496414,2.0190009570564555,Iris-virginica
+30,6.850597526349543,3.155870664692875,5.120667292050095,2.2788752261204355,Iris-virginica
+31,6.669560079670595,3.3135213643880506,5.762113507712452,2.5,Iris-virginica
+32,5.917434292313758,3.2196834132647583,4.745006056052705,1.7464282848576635,Iris-versicolor
+33,6.316142717723994,2.2519768082350864,4.547791430298266,1.5007502109808866,Iris-versicolor
+34,5.668512942893952,3.0421237125481406,4.264327559941888,1.3061568940796773,Iris-versicolor
+35,5.478549804962734,2.6083221763261646,4.4414737255049,1.1924019000454995,Iris-versicolor
+36,6.508521627988916,3.322626763031012,5.236403770764715,2.250850743743686,Iris-virginica
+37,5.03695093607616,2.000000483940327,3.5341615632410415,1.003218726542214,Iris-versicolor
+38,4.799667384318229,3.4037152196249725,1.8783771585356313,0.20236059408534646,Iris-setosa
+39,5.454041879620158,2.9468469826272945,4.415388436756184,1.3792403306535062,Iris-versicolor
+40,4.9038782457316366,3.0318265840292273,1.48987960245121,0.10000011738023332,Iris-setosa
+41,6.285192786957318,2.985668301710075,5.511752655939539,1.8097048212343767,Iris-virginica
+42,6.511942676543977,3.3267025585802608,5.490104172334623,2.217339621943117,Iris-virginica
+43,4.891116656416212,3.377824274248376,1.4552794772318673,0.19502405233750886,Iris-setosa
+44,6.668209673117512,3.0,5.658399864495494,1.8531371266330527,Iris-virginica
+45,5.056058287606234,3.5688841080050926,1.5205281174501224,0.3471267795308632,Iris-setosa
+46,5.740124577428252,2.925924521129995,4.202181885677811,1.0953316872253405,Iris-versicolor
+47,4.847400109914573,3.0,1.3937668344760403,0.20727902590401073,Iris-setosa
+48,4.741418420233895,3.3527993127585383,1.5534552259476748,0.19959686545537336,Iris-setosa
+49,6.611680762714778,3.11439451141843,4.738395268683151,1.5417916098965083,Iris-versicolor
+50,6.256983612846847,2.2418200126202334,4.459589150180874,1.3660791261647764,Iris-versicolor
+51,4.973312518661418,3.0,1.557296861424422,0.19616565743259057,Iris-setosa
+52,5.2099395319435295,3.5658823345467683,1.5553005492676304,0.44398191188750735,Iris-setosa
+53,4.6315024170192585,3.6025852144939896,1.0,0.2073018015835913,Iris-setosa
+54,5.270984522955726,2.4237732133813226,3.6605536129660963,1.0407952827978255,Iris-versicolor
+55,5.5516011588089365,3.0,3.99391567410749,1.3174957729758838,Iris-versicolor
+56,6.831421344132813,2.784263851082448,4.775944973798659,1.400232306177581,Iris-versicolor
+57,5.735063500510761,2.936073271040573,4.0019184409688515,1.2739472249092811,Iris-versicolor
+58,4.598628525786338,3.678627430470091,1.0,0.19923100791943948,Iris-setosa
+59,5.0556706428076605,3.7232735706034488,1.4403199386702135,0.20144864926151126,Iris-setosa
+60,6.783042588229913,2.9772522422454366,4.950109167832801,1.5847252716916884,Iris-versicolor
+61,5.995024421034345,3.0,4.587366621254654,1.4175905513034535,Iris-versicolor
+62,5.341355245890353,3.4381188115943377,1.4453320297621326,0.19936502107618415,Iris-setosa
+63,7.7066959714412295,2.618229563399838,6.899998092530224,2.296596208757329,Iris-virginica
+64,4.955584503599804,3.0,1.4976186614115792,0.20146476552240591,Iris-setosa
+65,4.808432262354912,3.0,1.3956158755661787,0.1000001143123803,Iris-setosa
+66,4.4,3.2214157189939088,1.2898545879425765,0.20415753372826234,Iris-setosa
+67,6.558513370868912,2.9610180685687997,4.4067199301043605,1.4001484907532926,Iris-versicolor
+68,6.8830277031737825,3.0847644260129794,5.923466960347568,2.2877510444539593,Iris-virginica
+69,5.329123159977073,3.8243189375242888,1.44340574939677,0.3318353724003841,Iris-setosa
+70,6.567745409176571,2.5925632198367796,5.423904686204366,1.7970070296133056,Iris-virginica
+71,6.734842381640112,3.0,5.002499307526406,1.6931276874916992,Iris-versicolor
+72,7.541515443774437,2.7976074543592957,6.609203398405752,1.8638717551710606,Iris-virginica
+73,6.508704350436879,2.9809318295462903,4.40972742028515,1.3693443047921565,Iris-versicolor
+74,5.791607965380435,2.7346186642285915,5.095171960068246,1.9249288470433352,Iris-virginica
+75,7.60172768038961,2.8247569652747866,6.654451108280954,1.920752805884539,Iris-virginica
+76,7.122574246198159,3.094619033694773,5.935169649513693,2.21953422002177,Iris-virginica
+77,7.694189073680103,2.8252697898819665,6.685835490604725,2.0106372002320327,Iris-virginica
+78,5.310469977941385,3.3998137543710927,1.4178192468673505,0.2547873399811241,Iris-setosa
+79,5.872933713807341,3.0,5.083407864324604,1.7868444893022615,Iris-virginica
+80,6.149032104838118,2.2551895023109205,4.245884898996877,1.032720164147048,Iris-versicolor
+81,4.40000083448475,3.1861495495359624,1.2407171066221987,0.19925813875539305,Iris-setosa
+82,5.963914113868252,3.0,5.098405304720077,1.8149286721911564,Iris-virginica
+83,7.696522096954584,2.6888748746196356,6.893459361531003,2.1217075239972365,Iris-virginica
+84,5.514541695223238,2.684976633090959,4.477214390851645,1.2649741292502632,Iris-versicolor
+85,5.574587371057295,2.863382267376058,4.276753568806388,1.291242107437201,Iris-versicolor
+86,4.640353248020382,3.704289342703444,1.0,0.18963580236328767,Iris-setosa
+87,7.667867866842138,2.6059069270259845,6.89999839237289,2.3130144410448157,Iris-virginica
+88,6.735278520744976,3.2496714770201844,5.78227523550553,2.1120734910952366,Iris-virginica
+89,4.8304537029447205,3.0,1.457250809179886,0.10000012665981975,Iris-setosa
+90,5.645971413438288,2.595281785093954,4.260438142918022,1.159215407303203,Iris-versicolor
+91,6.005995836288935,2.2939784096425644,4.159454922064851,1.0774750497727836,Iris-versicolor
+92,5.109129370952205,3.471899290969224,1.4038732892988972,0.19563507034062147,Iris-setosa
+93,4.823991368478918,3.401998242869806,1.594592547166396,0.19472611599978673,Iris-setosa
+94,5.123306930617767,3.440881777408458,1.408624274539865,0.19851492928582293,Iris-setosa
+95,5.67836290795774,2.6830197910200355,4.006323883473062,1.1449787548449069,Iris-versicolor
+96,5.8459863547996145,2.837220655506509,4.193463064863182,1.035720468053763,Iris-versicolor
+97,4.624106779246377,3.5288547407573017,1.0,0.20020766171038296,Iris-setosa
+98,5.702936951866013,3.0,4.165964929208871,1.206389013477024,Iris-versicolor
+99,4.474163590929769,2.224747549846787,1.2833753659572757,0.2848411668374487,Iris-setosa
+100,4.88597803858286,3.0854274956037306,1.457105570946468,0.10000011478215277,Iris-setosa
+101,4.970877880156495,2.0,3.0145077296631464,0.9493788762686262,Iris-versicolor
+102,7.660018640045376,2.59348720270877,6.899997078590722,2.2749767278831814,Iris-virginica
+103,6.07980060537869,2.9163141990736148,5.467735072741708,1.8267488045599416,Iris-virginica
+104,6.25580894826387,3.0,5.533231759921653,2.0394056979494852,Iris-virginica
+105,5.779952190030414,2.6805178808123755,4.280227369098285,1.0179545314852636,Iris-versicolor
+106,5.700211340294962,2.9720282514225294,4.119873274941751,1.1860571821787533,Iris-versicolor
+107,5.8250515124651,2.7114519801186465,5.119297226582976,1.9214121178505723,Iris-virginica
+108,5.504080133075133,3.720816323690595,1.5001604824947403,0.33067067617457774,Iris-setosa
+109,6.7406840692059005,3.0,4.887291512101735,1.6401097090853485,Iris-versicolor
+110,4.400000493647,3.2325873624521693,1.287526688239769,0.19830720794720058,Iris-setosa
+111,5.797376196489153,2.6862902268485325,5.124636424869899,1.890831971484032,Iris-virginica
+112,4.895205617985461,3.0,1.4402083624451203,0.1000012254039262,Iris-setosa
+113,5.915102180713073,3.0,5.058937873552333,1.814437606519648,Iris-virginica
+114,6.68059522721352,3.256220714329163,5.609343421614494,2.4999991209469803,Iris-virginica
+115,5.820907482891606,2.7112640665403127,5.107391113104782,1.9081888433847272,Iris-virginica
+116,5.8455349315403105,2.71845064658623,4.28933163759513,1.0573656803373372,Iris-versicolor
+117,4.774200170084496,3.3631262198498604,1.6638206685697279,0.20311418661966116,Iris-setosa
+118,5.786225376116658,2.68324668572566,5.134974513787502,1.9158214385376278,Iris-virginica
+119,5.068235551134398,3.4689081299448166,1.3857065169191118,0.1950102020532752,Iris-setosa

iris/tab_ddpm/1_4/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.713228930961213,2.629607593488299,6.899996912855021,2.2677680032587286,Iris-virginica
+1,5.392208743822851,3.8954421545504037,1.2771663586547004,0.4014993659627823,Iris-setosa
+2,7.47073566337364,2.7005200046426348,6.482346063274377,1.8483746203658873,Iris-virginica
+3,7.8999988338910425,3.77978026153741,6.432468084096023,1.9924663936939886,Iris-virginica
+4,7.654585971610807,2.618912770389468,6.9,2.3044036722049093,Iris-virginica
+5,6.6697570472123875,2.971745532432652,5.772713753869568,1.804833890784772,Iris-virginica
+6,4.939602447286182,3.1717547963908257,1.7807943950366156,0.23604870433325473,Iris-setosa
+7,6.501527614188688,2.949753040253224,5.659946787434686,1.7951453029565143,Iris-virginica
+8,6.795370772150493,2.8069247450252783,4.847409878642639,1.4221924470368033,Iris-versicolor
+9,6.317070795245993,2.518570819516309,5.198115315241841,1.8814246750794472,Iris-virginica
+10,4.892915475516379,3.027486287150693,1.4897783232930952,0.10000010024056875,Iris-setosa
+11,5.9915207146784155,3.382858097104887,4.453806069051924,1.5991047606941695,Iris-versicolor
+12,4.843217299849748,3.0,1.401411212322711,0.10000016546786733,Iris-setosa
+13,6.731761430426761,3.0,5.01221773715231,1.690786229655584,Iris-versicolor
+14,7.735058540908882,2.5949097884487498,6.9,2.3180743928303182,Iris-virginica
+15,5.1617477519450485,3.618512422936174,1.4180212033159187,0.1999944998966589,Iris-setosa
+16,6.543544435477616,3.0025285467010048,4.502172935033866,1.445136210712465,Iris-versicolor
+17,5.753511318511353,2.6957333864479676,5.084789803107634,1.9259549052017917,Iris-virginica
+18,6.480197045765401,2.940595001983862,4.356392386977165,1.3389923459303563,Iris-versicolor
+19,6.696485721548375,3.273924226582445,5.671984760728375,2.4999994437148607,Iris-virginica
+20,5.763767656013365,2.7222588544310904,5.120879994988207,1.916686106941985,Iris-virginica
+21,6.012846692607922,2.9671758947577365,5.376959033279391,1.8023744510677857,Iris-virginica
+22,5.5324095445108865,4.19999881727232,1.4111579708582305,0.20239866961810946,Iris-setosa
+23,4.928880723046534,3.0,1.411637651111644,0.19399817631261645,Iris-setosa
+24,7.444155799462636,2.86789637778713,6.484704656903139,1.8042532925168198,Iris-virginica
+25,7.244198028599996,2.9167726051307743,6.166766963707289,1.8036869686859736,Iris-virginica
+26,5.864238034081332,2.8923494426693237,5.110488937356893,2.4864238791540254,Iris-virginica
+27,5.70782130471023,2.983780702726683,4.173102147930907,1.226033426324617,Iris-versicolor
+28,5.781968839113149,2.78595131216096,4.0022819095566,1.1002894442589355,Iris-versicolor
+29,6.701302552054082,3.3354194703143176,5.721197917834196,2.5,Iris-virginica
+30,5.4853136946804195,3.0,4.500651209624616,1.6213673119831942,Iris-versicolor
+31,7.645500164665889,2.610090990413251,6.899998742207425,2.2747079924023006,Iris-virginica
+32,6.319148354261457,2.5713998135590956,4.930304071605075,1.8562002231022317,Iris-virginica
+33,4.613929981019111,3.6048602342377474,1.0,0.2009558277066144,Iris-setosa
+34,5.032471655426884,2.000000819589404,3.4982566859721707,1.0063211489053407,Iris-versicolor
+35,5.463610253013569,2.4294805509624275,3.650206575189721,1.022679144326472,Iris-versicolor
+36,6.75753286764735,3.130328495304894,5.38235166593804,2.265851938940665,Iris-virginica
+37,5.026816233594704,3.510559947295711,1.3994756657744132,0.19807081173085833,Iris-setosa
+38,6.332390736779209,3.0,5.394641679767903,1.8027046018246147,Iris-virginica
+39,4.4,3.184914417397168,1.29064285013072,0.1964992942689033,Iris-setosa
+40,5.6232074067802955,2.832181479955649,4.515917578689907,1.3585675635836498,Iris-versicolor
+41,7.698020114936455,2.5787465633659155,6.9,2.3029349675590227,Iris-virginica
+42,5.186851444077624,3.620273539630578,1.4363648244551857,0.27995149241884976,Iris-setosa
+43,6.0093723992876775,3.3125315036761425,4.643824114848859,1.677232372380209,Iris-versicolor
+44,5.8606704423589875,3.1985530697223243,4.6858998782895025,1.6761221810606681,Iris-versicolor
+45,5.323543274271113,3.341488662003038,1.8148990558063975,0.2015136260377235,Iris-setosa
+46,5.111729184707103,3.308248340156611,1.8385218380393415,0.4378565683944442,Iris-setosa
+47,5.288098130373238,3.422156060747695,1.4138603286437572,0.19749964641716083,Iris-setosa
+48,4.739732006881787,3.324952727645529,1.5288131635532511,0.20210249628092244,Iris-setosa
+49,5.825183729096102,2.864134642194324,4.0885661745559325,1.1425552966580328,Iris-versicolor
+50,6.726599654154041,3.3278229041343264,5.632360689284334,2.5,Iris-virginica
+51,6.834576797139269,2.9313562980967824,5.794613650788215,1.820304090549574,Iris-virginica
+52,5.38349336444243,3.3638858750417793,1.530564638827416,0.401959623169416,Iris-setosa
+53,5.5211054997296785,3.0,4.458026447939665,1.4733922475904426,Iris-versicolor
+54,4.9973356940987745,2.0,3.645458283638724,0.973128069350758,Iris-versicolor
+55,6.564725391059583,2.489511579979359,5.505686533676928,1.816915701063402,Iris-virginica
+56,4.504071359806343,2.35382119092843,1.2877020475098677,0.3323838653765354,Iris-setosa
+57,5.8339410247493975,3.0,4.568729938746957,1.4676642677937084,Iris-versicolor
+58,5.589731466017555,2.6278229146261225,4.4230661673170335,1.2559026611269182,Iris-versicolor
+59,4.780338559305762,3.3670963498048314,1.90142584820821,0.19453508742523873,Iris-setosa
+60,6.191453216823853,2.8431999993685895,4.260299224597295,1.1563073787817175,Iris-versicolor
+61,7.9,3.88115014312718,6.4673663294809245,2.0491942348303045,Iris-virginica
+62,6.22532251070357,3.345849669388017,4.701859642919071,1.6295995939036179,Iris-versicolor
+63,5.081712616875574,3.4695971553171034,1.3958422847253233,0.19732320757714233,Iris-setosa
+64,7.253601694421167,2.999355386488521,6.126569645115066,2.073129846491742,Iris-virginica
+65,7.722519491051119,2.729054707042921,6.7082879703865155,2.0229675392559097,Iris-virginica
+66,4.971842837363346,2.3711409722005454,3.3957434054874365,0.9478134673374887,Iris-versicolor
+67,5.086222981995285,3.4522703297841266,1.3922781015811434,0.19957204209854476,Iris-setosa
+68,6.434693005798579,3.01502084710144,4.9204710141084895,1.771362435845097,Iris-versicolor
+69,5.764085608341766,2.9490186496422823,4.535432105885445,1.4146663903797971,Iris-versicolor
+70,6.870247166723161,3.08868580304685,5.077575339505611,2.273287189216412,Iris-virginica
+71,6.303075853523819,2.486213767512818,4.981826487533625,1.8912752392618515,Iris-virginica
+72,5.46413990787097,4.2,1.3959788991240756,0.19829943701372552,Iris-setosa
+73,7.724870030348586,2.95873647044472,6.730942842635716,2.074069121332826,Iris-virginica
+74,7.647056975788861,2.794930889547884,6.5954907459875605,1.9362609524540875,Iris-virginica
+75,5.506420028245606,2.5632216003462855,4.154192131265686,1.1199905208430212,Iris-versicolor
+76,5.691194195305335,3.0,4.242126522339435,1.2744067225729074,Iris-versicolor
+77,7.193952029517869,2.884661880649472,6.175178943239765,1.7730355074205653,Iris-virginica
+78,5.564495928527836,3.0,4.219505478987938,1.3321688800131057,Iris-versicolor
+79,5.677839872797872,2.92193694365138,4.0413227191541585,1.2567713891977483,Iris-versicolor
+80,5.738092827818292,2.7091950006121333,4.344077515407166,1.3187839831307555,Iris-versicolor
+81,6.301827821851309,3.287812032353047,4.680317335921975,1.5881001865295097,Iris-versicolor
+82,4.848859357344161,3.0,1.4276289986791109,0.10000017397971672,Iris-setosa
+83,5.081256076340909,2.4353729127157613,3.4968404982937558,1.0121502509012488,Iris-versicolor
+84,5.727970301797609,2.9715555057331717,4.520315774250676,1.3883735220754145,Iris-versicolor
+85,4.6152518467319394,3.5970274044001123,1.000000416365345,0.2023404055027342,Iris-setosa
+86,5.142730405316247,3.4077828998551856,1.5732408576135009,0.35916760618929233,Iris-setosa
+87,5.503064501176269,3.0,4.518582468165573,1.510416823930006,Iris-versicolor
+88,6.013848174698543,3.175746590755379,4.7332660128376025,1.7671575116426939,Iris-versicolor
+89,5.738857642882075,2.48682519605718,3.9717150616170516,1.0079147318000266,Iris-versicolor
+90,6.699418848063326,3.3121286162472092,5.700591095671549,2.5,Iris-virginica
+91,5.029465263692144,3.4302002255159287,1.5801011213657665,0.5156280278409283,Iris-setosa
+92,5.558203077740391,3.0,4.5658081667790285,1.5297013638741375,Iris-versicolor
+93,5.760014759527807,2.6440992001508006,4.338708413801953,1.209310646363159,Iris-versicolor
+94,6.779411437370996,3.246605388347308,5.572502546243272,2.2842589055378877,Iris-virginica
+95,6.554724449698672,3.1955011205394697,4.663006214266873,1.4987601452096382,Iris-versicolor
+96,5.755764963563902,2.727359176833325,5.115094204651996,1.8947177035324392,Iris-virginica
+97,4.871698099756606,3.0,1.3967162567675084,0.20649369169805668,Iris-setosa
+98,6.097365780010545,2.2298605184368783,4.17836852346739,1.0889283709133573,Iris-versicolor
+99,4.862137796574636,3.020434086584029,1.4619904847261977,0.10000009773836899,Iris-setosa
+100,5.065049611816962,3.5076458532173933,1.3843263222333286,0.19823343786906208,Iris-setosa
+101,5.757795134436505,2.6922838216681453,4.4801875264341815,1.3737691917825174,Iris-versicolor
+102,5.460586443701614,3.712214802992991,1.5765087511021798,0.21036407162659376,Iris-setosa
+103,5.812927768594916,2.3136069756991713,3.927307912074655,0.8563784104623238,Iris-versicolor
+104,5.571490780705289,4.2,1.3975830981955482,0.20793216644936016,Iris-setosa
+105,5.934218761083731,3.399596645317962,4.40985444495092,1.6084285039527166,Iris-versicolor
+106,5.09145231674703,3.5423547556698174,1.515166721889547,0.3896695365765894,Iris-setosa
+107,7.602561630206701,3.0,6.631133473361882,2.094136989060779,Iris-virginica
+108,7.145604372173111,2.8969625479447867,6.206449901710162,1.7823110566934037,Iris-virginica
+109,6.114765003907334,2.226372992156331,4.329734622819648,1.321139297143641,Iris-versicolor
+110,4.931997490129557,3.1033778299888626,1.47568591233563,0.10000010605410428,Iris-setosa
+111,4.5860213690446265,3.5462962094199333,1.0000004654664254,0.19880822154821748,Iris-setosa
+112,6.70904607146517,3.316923625520255,5.761731943154526,2.5,Iris-virginica
+113,6.217541196769935,2.233607171772224,4.302972275526194,1.2641001678465653,Iris-versicolor
+114,5.0484100096532485,3.631861601058468,1.409760070771837,0.19997984317242495,Iris-setosa
+115,7.722917878559688,2.5817416814782455,6.9,2.3086431152061433,Iris-virginica
+116,5.711906137418566,2.979578344709488,4.518591195144604,1.4791166584250395,Iris-versicolor
+117,7.538431791631322,2.8097890679649864,6.545897660314001,1.8732508703849031,Iris-virginica
+118,4.6247623484109335,3.1183714750569385,1.3926013050918693,0.20474976147116278,Iris-setosa
+119,4.6717798934594645,2.9044555034129145,1.3551794332129787,0.2880957554883101,Iris-setosa

iris/tab_ddpm/1_4/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/1_4/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor

iris/tab_ddpm/1_4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.281113838475433,2.7249038817633267,4.879857912919591,1.8135804573256182,Iris-virginica
+1,4.601439269797398,3.695789598856132,1.0,0.2026652853653951,Iris-setosa
+2,6.5694380296363395,3.0,5.461507087762101,1.8129511047032767,Iris-virginica
+3,6.977989670895253,2.8317516958780033,4.852502906018133,1.4403738555767678,Iris-versicolor
+4,6.211233714248334,3.390798076909547,5.490330306223738,2.2668713067123654,Iris-virginica
+5,5.014873850932469,2.0000008753817258,3.54679411404954,1.0129697247448075,Iris-versicolor
+6,4.915017178353496,3.0,1.4466398597338677,0.1985180964207121,Iris-setosa
+7,4.769645537980651,3.341125956157188,1.5378763880466666,0.1982755331634431,Iris-setosa
+8,5.509325134032686,3.0,4.431556215053871,1.4383875819864644,Iris-versicolor
+9,5.634649413904635,3.0,4.515819138478023,1.5297983195238076,Iris-versicolor
+10,5.562615895999771,4.199997688476005,1.4080872842436378,0.21271370034455467,Iris-setosa
+11,5.847111473344281,2.8119710484688785,4.212400949672573,1.0245615646668091,Iris-versicolor
+12,5.752711309729957,3.0,4.147762919905956,1.3142483969897292,Iris-versicolor
+13,6.342422158585755,3.0,5.392606715002487,1.7833220974609496,Iris-virginica
+14,5.7863507147066064,2.688372213563594,5.101569603186896,1.92849615540719,Iris-virginica
+15,5.712579166033336,2.8669850458309627,4.235735159875406,1.3025355149909603,Iris-versicolor
+16,6.319201760842713,2.615254840904831,4.985117365705475,1.8186379021116041,Iris-virginica
+17,5.295853093045132,3.5648758669391643,1.4419647828103146,0.20305033590086424,Iris-setosa
+18,7.731196062928596,2.616476128409148,6.9,2.3003681787791694,Iris-virginica
+19,5.056106528373318,3.3732831234084375,1.6119499223660576,0.46444841465961806,Iris-setosa
+20,7.752086991260893,2.5961600419848345,6.9,2.30706994908624,Iris-virginica
+21,5.896429293824742,2.714854670899672,5.032683759233327,1.8892973507223025,Iris-virginica
+22,5.8249529070342865,2.674822048517898,5.095242999597037,1.9382136745369078,Iris-virginica
+23,6.17977259894261,3.3855082672685266,5.381847691199881,2.325236042584027,Iris-virginica
+24,4.966905205781179,2.0000005738650004,3.344858402860016,1.0003615649175195,Iris-versicolor
+25,5.007732862009781,3.5115660949403167,1.5466260863803563,0.30054117339553515,Iris-setosa
+26,7.9,3.80731711484292,6.396332286721251,2.0418479633217803,Iris-virginica
+27,4.595245267802867,3.596104461673216,1.0000007637083874,0.20000993263862074,Iris-setosa
+28,4.948105581402843,3.4628096144282323,1.540159307518034,0.2160059500390996,Iris-setosa
+29,5.550897862080581,3.0,4.408864215763687,1.4346552133183634,Iris-versicolor
+30,4.400000630302348,3.232751002742395,1.2796397003420212,0.18377770130832172,Iris-setosa
+31,5.452596765256851,4.1999991991246315,1.3443852388654092,0.20242651743410228,Iris-setosa
+32,6.036853403763444,2.2347916317446197,4.135550443799119,0.989534832580556,Iris-versicolor
+33,4.8891852517472785,2.4363205249449553,3.3616009626222043,1.043624804283195,Iris-versicolor
+34,7.716075019587309,2.5696087038414217,6.9,2.2899474489150333,Iris-virginica
+35,5.717938396601117,3.0,4.118083657695425,1.2962360046193329,Iris-versicolor
+36,4.944756623874758,2.4061629068026598,3.4557327782304483,1.0078154066555058,Iris-versicolor
+37,7.89999876987386,3.781023231787615,6.365629759048078,2.0176188462507847,Iris-virginica
+38,6.705945081346007,3.1101746520660236,4.681155586718547,1.4767039155496446,Iris-versicolor
+39,4.614835066956557,3.607791920891327,1.0,0.1940801807458523,Iris-setosa
+40,5.50655230575218,3.0,4.436837559776043,1.4571996634860702,Iris-versicolor
+41,5.4971003477310925,4.2,1.4056580868534847,0.1981580970238339,Iris-setosa
+42,7.501649610211128,3.0,6.430500185849108,2.0639922582631085,Iris-virginica
+43,6.434065721760813,3.243967343320075,4.723246134181919,1.5389394423443472,Iris-versicolor
+44,5.709837847655446,2.8695982073801765,3.9266319668933507,1.2417137627660642,Iris-versicolor
+45,5.000209719691493,2.427137854102731,3.5331292763939675,1.0573687157205955,Iris-versicolor
+46,6.103940348390401,2.793494568618541,4.593438224275874,1.4799878220410243,Iris-versicolor
+47,6.0638923868871295,3.2725181592188664,4.75683042978499,1.7831611528058084,Iris-versicolor
+48,6.348544171560214,3.3368890542702943,5.520429127029741,2.2927475795617522,Iris-virginica
+49,4.898734968680823,3.007192927471468,1.4544454698354945,0.3738907951703647,Iris-setosa
+50,5.014591591591002,2.0,3.084115963154345,1.025287675832758,Iris-versicolor
+51,5.450377578042153,3.9242616561264185,1.249604127891494,0.3481808439069149,Iris-setosa
+52,4.784823169527701,3.417902502240452,1.622067620173095,0.2004493860322075,Iris-setosa
+53,5.739300290573759,2.9119309259577846,4.490031593023554,1.3881502603217066,Iris-versicolor
+54,5.036490488121375,3.0,1.7028816824706146,0.1913524572347659,Iris-setosa
+55,6.544431642523369,3.0,5.8329588477578955,2.2390604122268054,Iris-virginica
+56,5.365475213041048,3.288406465729182,1.6028894292120182,0.19702158532082353,Iris-setosa
+57,5.748098049675382,2.80030451427246,4.2080215977646755,1.1324340743829948,Iris-versicolor
+58,5.569260950039759,2.984240663132546,3.8277210618744415,1.3171398776314047,Iris-versicolor
+59,6.70939144764613,3.2951393321470226,5.786703660251843,2.31784717755076,Iris-virginica
+60,6.9442238076429,3.0,6.102530120223641,2.195088527009975,Iris-virginica
+61,5.75424438252654,3.0250443408194503,4.614330885782305,1.6409477566838073,Iris-versicolor
+62,6.38469112353936,3.174778251198916,4.78689687601037,1.625483250800774,Iris-versicolor
+63,6.73615737712897,3.0,4.979486406774257,1.657879505504985,Iris-versicolor
+64,5.216501999641509,3.499523792736026,1.4636596241588338,0.2111537957214339,Iris-setosa
+65,4.4,3.2346753533602457,1.3068737679271263,0.19923710674829676,Iris-setosa
+66,5.513522159049994,3.0,4.513226200942254,1.4728751264005366,Iris-versicolor
+67,5.503972121451097,3.0,4.487107646901757,1.5048437865248412,Iris-versicolor
+68,5.976922492282808,3.217772515429132,4.815231181820764,1.7337697538007681,Iris-versicolor
+69,6.7887450725653,3.177992656412723,5.460530087517591,2.3091234381398267,Iris-virginica
+70,5.233741701511884,3.3534152070124206,1.4292395529731226,0.20300190022267545,Iris-setosa
+71,6.046999564999521,3.372883231997075,4.512278127307613,1.6234160915479758,Iris-versicolor
+72,5.829105354539194,2.767344356243479,5.093835601951001,2.327971020016046,Iris-virginica
+73,5.637856741667289,2.849721810476379,3.658438081614559,1.2986601955160781,Iris-versicolor
+74,6.700223409626883,3.1545447263116704,5.241055711267895,2.0883745216348886,Iris-virginica
+75,5.792122178595091,2.6728125006305405,5.126281492989223,1.9093465447813707,Iris-virginica
+76,5.344256636973953,2.563813200205014,4.16623736257891,1.1558967727567793,Iris-versicolor
+77,5.679451494379605,2.8041577756168925,3.7885786053480133,1.238674843081861,Iris-versicolor
+78,4.856215890895429,3.0,1.4027452478033973,0.2285655592641816,Iris-setosa
+79,6.0675019173208415,2.6599048131722545,5.025749229575358,1.8649597216458178,Iris-virginica
+80,4.962097626520893,2.000006856027893,3.4561636160076774,1.0036283881032861,Iris-versicolor
+81,6.72698530977062,2.9803963528353767,4.977931608127391,1.6640725880106655,Iris-versicolor
+82,4.7870681630731955,3.0,1.3884568146826122,0.27688493406952847,Iris-setosa
+83,4.97950245452518,2.0,3.3472703015721947,1.0376325393393353,Iris-versicolor
+84,4.400000539932283,3.188179755113837,1.2455748964645412,0.20104190167044206,Iris-setosa
+85,6.433614229902303,3.0691347143775753,5.287331219852053,2.0048098340762346,Iris-virginica
+86,5.52510164832508,3.0,4.314169418675731,1.3659671707096388,Iris-versicolor
+87,5.639792476589842,2.883089417890357,3.967892169814573,1.3036232554048308,Iris-versicolor
+88,6.640034701672207,2.558474421472577,4.620369689184234,1.3703349076233373,Iris-versicolor
+89,6.671191942392971,3.2597012384953103,5.530727210786512,2.0934292409270228,Iris-virginica
+90,5.593982938661964,2.7236831294867634,3.726467568193917,1.1521997533273867,Iris-versicolor
+91,4.928737354539174,2.397260426916475,3.529443455395405,1.0215612103074596,Iris-versicolor
+92,5.200153382162459,3.319204673343791,1.403078835543183,0.20362769124204774,Iris-setosa
+93,5.520676901074336,2.6783935092148763,4.46323909391181,1.2267250809973087,Iris-versicolor
+94,6.630641162946946,2.7407515195788137,4.593862107329525,1.3067593854298025,Iris-versicolor
+95,6.679744885209987,3.0,4.816008859924709,1.586093678256301,Iris-versicolor
+96,6.500655623360943,3.045633238603081,4.852751818610497,1.6822753204382634,Iris-versicolor
+97,6.255813363838262,2.5248807232204813,5.019168033408134,1.878840317369284,Iris-virginica
+98,4.590859272075464,3.611928461188892,1.0000003805937445,0.18258845312791888,Iris-setosa
+99,5.602419483251051,2.486969517829479,4.152905030880447,1.0950376362655037,Iris-versicolor
+100,5.749099056507331,2.9439318209600263,4.39604564706699,1.356142057637286,Iris-versicolor
+101,5.644843861018324,2.51203269241378,4.067610501245235,1.0693176895093441,Iris-versicolor
+102,5.46305376045712,3.0,4.484372722404169,1.4961394307485762,Iris-versicolor
+103,6.686289705664934,3.0,4.577100099296605,1.4456453496018165,Iris-versicolor
+104,5.841872710496318,2.908226821795003,4.237177414731878,1.1705942804215206,Iris-versicolor
+105,5.78955415772811,2.859180771232726,5.100978646929487,2.4446917662068914,Iris-virginica
+106,4.4000005320612985,3.2335125072307562,1.3048097778246441,0.1928269996851094,Iris-setosa
+107,5.063320046596643,3.722527945895316,1.4741339307668073,0.29731044222605396,Iris-setosa
+108,5.819918470283357,2.5859676443789175,3.967857308691288,1.0900105527583102,Iris-versicolor
+109,5.40544524253156,3.4095973466261533,1.5288855255972917,0.40711482839963065,Iris-setosa
+110,5.643084937725408,3.7955210664378076,1.559786901960991,0.31501580478708113,Iris-setosa
+111,6.7192748299065705,3.3207759646013075,5.794879581258193,2.5,Iris-virginica
+112,6.0373452105009315,3.0,4.558717814168677,1.4968049251491882,Iris-versicolor
+113,4.802023573715331,3.392376088948984,1.9512398845911947,0.20457718675617775,Iris-setosa
+114,4.592775787516671,3.5684946948592633,1.0000003741795624,0.20672230518432655,Iris-setosa
+115,4.4,3.145518811398172,1.314504332164412,0.19862723956747297,Iris-setosa
+116,5.032856005246064,3.14346361280258,1.3808362472156759,0.2024993507865015,Iris-setosa
+117,6.6131783211377515,2.5130797153581814,5.485845707487018,1.785722241929585,Iris-virginica
+118,6.556147442176748,2.641933087680892,5.482076711182135,1.7946694826094185,Iris-virginica
+119,5.241650293090441,3.5277212362077264,1.4475584352433861,0.19960323191468715,Iris-setosa

iris/tab_ddpm/1_4/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor