a

iris/tab_ddpm/0_3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.720070402966613,2.802825977279773,6.899956854674109,2.2462048229965266,Iris-virginica
+1,7.673274064286577,2.583605845605142,6.9,2.2359039283286126,Iris-virginica
+2,6.2198637347140355,2.356091154347091,4.610585914955131,1.5258065626374373,Iris-versicolor
+3,7.264024463331935,3.0,6.17559989855267,2.0536897445185702,Iris-virginica
+4,5.532204990316237,2.859584481008186,4.5313092906217545,1.3743815458616395,Iris-versicolor
+5,5.983988749290891,2.508541103705491,5.204848794839975,1.4815822280791084,Iris-virginica
+6,4.57326906745022,3.6444403912247774,1.0,0.2003154534057796,Iris-setosa
+7,5.939235569424219,2.6422515864009473,4.255831214308441,1.0534790528816815,Iris-versicolor
+8,6.771330357026747,2.8947826855889423,4.604265015136033,1.3939714343218854,Iris-versicolor
+9,5.031416678507317,3.499970223514445,1.383946017337654,0.22705682729422688,Iris-setosa
+10,5.4837082396266865,2.942137894654079,4.376383190047589,1.333436885092564,Iris-versicolor
+11,5.387466585022744,3.7673766178856463,1.5012125200591866,0.210641966480269,Iris-setosa
+12,6.221031914935231,2.4554728779140715,4.817833110962707,1.4680227117854485,Iris-versicolor
+13,5.277615599507248,2.54013982868811,3.760716234282933,1.1300315750688432,Iris-versicolor
+14,5.392976629624368,2.4103292810977006,3.240950577928397,1.0150608168477933,Iris-versicolor
+15,6.515714321327489,3.0,4.442021795768176,1.417471018426073,Iris-versicolor
+16,5.5354888317665445,2.638106133333553,4.287613211949385,1.3018849075180157,Iris-versicolor
+17,5.460854540907911,3.9,1.3527223404100641,0.3669507646960764,Iris-setosa
+18,5.141331079538635,2.4373183899636413,3.8435558843725284,1.0321507648714152,Iris-versicolor
+19,7.686261232563797,2.8815036555930784,6.681984794652256,2.0230324047654333,Iris-virginica
+20,5.01437133772809,3.44962922256039,1.2915696559691248,0.25787914426897995,Iris-setosa
+21,5.368933455028178,2.5799652866941,3.874807678932764,1.2403257170700812,Iris-versicolor
+22,4.77053513405186,3.48870731591741,1.4144006802675797,0.28094229285237043,Iris-setosa
+23,5.0430332982501875,2.000126550062708,3.5805338177948016,1.1164593206934899,Iris-versicolor
+24,5.3792765413452095,3.356525470812394,1.4664601212184785,0.1942378241330005,Iris-setosa
+25,5.840701204938193,3.1840819038777197,4.50774439148882,1.500920540256412,Iris-versicolor
+26,5.793792311383322,3.131121766973431,4.305393817008188,1.4296749322881297,Iris-versicolor
+27,6.86874864943177,3.1274464147447625,5.290261405911137,2.2356267704420003,Iris-virginica
+28,7.633298746678683,2.5900869722254836,6.899998716812356,2.3319483175388025,Iris-virginica
+29,5.398605062809492,3.3628796185743157,1.864095849839167,0.28542090084251015,Iris-setosa
+30,7.455197867233347,2.835840509237498,6.496434255289197,1.8865752647845138,Iris-virginica
+31,6.2330455189113625,2.412420325594601,4.555688488282341,1.3776174385691577,Iris-versicolor
+32,4.58023607396693,3.536901951101745,1.0,0.2118593562797328,Iris-setosa
+33,4.976471126094538,3.1344799246081503,1.428280183522698,0.23554936947828034,Iris-setosa
+34,5.015441950873081,2.0,3.782050056933291,0.6254615506699095,Iris-versicolor
+35,7.899998620710584,3.798912441340207,6.296895534274559,1.9712242131851705,Iris-virginica
+36,6.701858350620766,2.6220658349909662,4.681411383246714,1.3728106627222079,Iris-versicolor
+37,4.984163197949135,2.0,3.769974649299921,0.9583482114356194,Iris-versicolor
+38,7.71293732806591,2.6227451694803006,6.899998899574293,2.2795107780169763,Iris-virginica
+39,5.846092516503337,3.2606044699581997,4.386438497784851,1.4994777107067176,Iris-versicolor
+40,4.942081956829444,3.518557763099567,1.4460133454975743,0.34517300896443676,Iris-setosa
+41,5.246446457261392,3.3878126274264972,1.6458202282744265,0.243182338956805,Iris-setosa
+42,6.856592319147153,3.0261813120628287,5.082572137896435,2.28860085303478,Iris-virginica
+43,6.228786165750888,3.3680043983416903,4.502261054109821,1.5700188941154989,Iris-versicolor
+44,6.170789589932955,3.1515610467032977,4.622043501298165,1.5164463251674634,Iris-versicolor
+45,5.626571132670151,2.7022090010039412,4.163938971038858,1.1220948337478998,Iris-versicolor
+46,6.638972849853036,3.0,5.348487230046482,1.9946293309258591,Iris-virginica
+47,4.680159306246116,3.0,1.3268146763832422,0.36832592375628176,Iris-setosa
+48,6.303172360347445,2.988637399533053,5.318460237947068,1.846765432461354,Iris-virginica
+49,6.6511635672567815,3.308166584800422,5.653177169170116,2.1364004826281704,Iris-virginica
+50,7.685333754498965,2.621257404952675,6.897986554543347,2.1400034590332044,Iris-virginica
+51,5.339091337424133,3.8999992173005333,1.309167571782815,0.44373254297659,Iris-setosa
+52,4.400000697290148,3.095804732464478,1.3243248746550864,0.1925230537600628,Iris-setosa
+53,6.432320481841363,3.197868208441756,5.704801230946711,2.3469943829830746,Iris-virginica
+54,7.515191244269398,3.0,6.531472463501195,2.0956274298399182,Iris-virginica
+55,5.506043141120216,2.9456919540422004,4.261107920584976,1.3538422165297341,Iris-versicolor
+56,4.941385535382858,2.0,3.5242349960472743,0.8518396432497006,Iris-versicolor
+57,7.899763963130332,3.5541977687374033,6.3105356079437955,1.9785067593483048,Iris-virginica
+58,5.299083405797779,3.8956822934454687,1.4298970254190349,0.2812991023697764,Iris-setosa
+59,5.671052769475607,2.7760551017363135,4.543523775947608,1.3155051806355926,Iris-versicolor
+60,5.069850623299866,2.4279759066187534,3.3442864201213327,1.115331534400953,Iris-versicolor
+61,5.1272396864485925,3.5904470103461823,1.550135441288831,0.19310250768220671,Iris-setosa
+62,5.150734395900614,3.4309574841735238,1.626038833977792,0.37816281738618124,Iris-setosa
+63,7.697333957282053,2.6026954893141983,6.9,2.3144206707191675,Iris-virginica
+64,6.14279866326976,2.296446667516496,4.536440420982787,1.4807905770545107,Iris-versicolor
+65,4.4,3.0,1.3339796145289449,0.19088432622422608,Iris-setosa
+66,4.554060473128966,2.0,2.5432977855673666,0.2512621296386042,Iris-versicolor
+67,6.707004784294619,3.3360633879904324,5.709548677750448,2.5,Iris-virginica
+68,4.400001079007191,2.85142919842277,1.4036312159401654,0.21158263168705055,Iris-setosa
+69,6.337696564174446,2.318004147255248,5.2397551860228555,1.7190481030094655,Iris-virginica
+70,6.495674453926446,3.3192348658748196,5.635169008192714,2.2759186071924886,Iris-virginica
+71,7.665611761617406,2.6226520630071666,6.9,2.319871166568248,Iris-virginica
+72,4.5871462889901045,2.0,3.4157907102777854,0.9991600469141193,Iris-versicolor
+73,7.9,3.8223775238475626,6.389631718035552,1.9574766884999057,Iris-virginica
+74,4.584807282622258,3.543763709506619,1.0000009582968754,0.19657806247162551,Iris-setosa
+75,4.729537359623671,3.2880234692737536,1.37833206778198,0.28774816017229304,Iris-setosa
+76,5.115277173445866,3.5435244314552556,1.3951137625807797,0.1978755088604736,Iris-setosa
+77,4.471729207853933,2.229908429603932,1.269548761083679,0.2916841062575685,Iris-setosa
+78,5.7965730182799735,2.352966226554707,4.264680549088492,1.0293635197555695,Iris-versicolor
+79,4.881316284156915,3.0552184851092075,1.4637542903857268,0.10000010617389164,Iris-setosa
+80,4.50599445752046,2.31686617444823,1.3531026423122747,0.3048710811035693,Iris-setosa
+81,6.0482016606364,3.4381423459067615,4.650857554937111,1.686898581270214,Iris-versicolor
+82,5.444523937544783,2.391285546474639,4.212483396335653,1.1153840839089788,Iris-versicolor
+83,5.292185303560967,3.439165224385451,1.4884398795941371,0.2607296396616338,Iris-setosa
+84,6.352106744884739,3.0,4.6326300389292125,1.4458203172556243,Iris-versicolor
+85,5.794722528761345,3.054224135433637,4.380915898499668,1.350678759235322,Iris-versicolor
+86,5.078332713989777,2.482012040236683,3.077926408854492,1.111908485791831,Iris-versicolor
+87,6.275174267432724,2.3750603153494243,4.881658633720547,1.5278253919554585,Iris-versicolor
+88,6.728899347422498,3.0059830201987445,4.741642633420717,1.47771522177147,Iris-versicolor
+89,5.492452619910331,3.5169553270621807,2.2513644736973344,0.1986445712440427,Iris-setosa
+90,6.079064976928855,3.221261962323993,4.555316201502966,1.5242119308381343,Iris-versicolor
+91,6.532923327399095,3.2085401216667693,5.542216190856834,2.107660045542322,Iris-virginica
+92,7.264633561085781,3.0,6.016721036458332,2.1579537760103853,Iris-virginica
+93,5.173982100506621,3.348404575789086,1.491761182748695,0.2446165596976612,Iris-setosa
+94,6.75008125001466,3.2202522697001355,5.7758371096531675,2.1117633368461997,Iris-virginica
+95,4.400000633313497,3.0,1.364965691985342,0.19971930677443372,Iris-setosa
+96,4.849143177863248,3.0,1.4434236393542863,0.1,Iris-setosa
+97,4.847780539375763,3.0,1.4275092475941542,0.1,Iris-setosa
+98,5.892623705650964,2.8553918333928,4.328260771502299,1.2090497922500896,Iris-versicolor
+99,6.204874399791885,2.764369181617418,4.774273402404073,1.4895681615039442,Iris-versicolor
+100,5.1245043543782485,3.6581020830104705,1.4773104547551446,0.3160532295443792,Iris-setosa
+101,6.1564933806845445,2.320287634506304,5.113597923917335,1.5905384931558921,Iris-virginica
+102,5.599470949161194,2.9754427623272286,4.100725766842273,1.3930354558144697,Iris-versicolor
+103,4.922871134939298,2.459378590956113,3.066475911639542,1.0612206947926635,Iris-versicolor
+104,6.12084648709111,3.0,4.393499415582496,1.4007534232423,Iris-versicolor
+105,7.664668229974178,2.6111141850878785,6.899985215784001,2.252623851542253,Iris-virginica
+106,6.019091292949076,3.3784936380601986,4.535965240655548,1.5462307140363032,Iris-versicolor
+107,7.322995973063641,3.005442667513264,5.853954002770127,2.1962714745344525,Iris-virginica
+108,7.89999862225029,3.797048231764205,6.493972243392336,1.9322826734805727,Iris-virginica
+109,4.400000951137704,3.0828034384702994,1.3499887085510416,0.20046294173286613,Iris-setosa
+110,7.899998273471191,3.782327917205249,6.383384724330279,1.9790569946511842,Iris-virginica
+111,5.961115915317821,2.7868058152069284,4.4939220505591635,1.1428003327730654,Iris-versicolor
+112,6.488126211780549,3.2318768842956422,4.818718602534158,1.597295222810359,Iris-versicolor
+113,5.1714494136634155,3.8204673698371283,1.8273152043481125,0.19921693608189628,Iris-setosa
+114,6.594978264681768,3.061532516874871,4.649453172637178,1.4743548080750257,Iris-versicolor
+115,5.216861687979618,3.381484130598422,1.5704464831935958,0.18235551542756506,Iris-setosa
+116,5.3609908636259425,2.7244652177640947,4.206147417320216,1.3422338660974327,Iris-versicolor
+117,6.312247024303448,2.518201329888296,4.877302312918628,1.5146631163868878,Iris-versicolor
+118,7.635383956142045,2.5394532908273817,6.9,2.2806538433815113,Iris-virginica
+119,4.995964512308007,3.519519702843271,1.268911214527195,0.24720747531584708,Iris-setosa

iris/tab_ddpm/0_3/0/test.csv

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

iris/tab_ddpm/0_3/0/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/0/val.csv

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

iris/tab_ddpm/0_3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.043075512109608,3.3179436419828305,1.407795987560015,0.18597890352353202,Iris-setosa
+1,4.660596806833924,3.5862058389476053,1.0000004576411807,0.20944430640435963,Iris-setosa
+2,5.311784663885313,3.602347448236501,1.4658612475207267,0.4459924235324544,Iris-setosa
+3,5.403191498535549,3.899992010371294,1.3773328998944332,0.4118422915895633,Iris-setosa
+4,5.748411702311819,2.6631466987502526,3.9991230402738625,1.0931301797352377,Iris-versicolor
+5,4.9601165565365815,3.086396875831089,1.3972506149791326,0.26317378282763004,Iris-setosa
+6,4.5087179737774585,2.0,3.1062635895791173,0.40606091050710746,Iris-versicolor
+7,5.991701545297017,2.8034454261245942,5.482262190097502,1.72503609535622,Iris-virginica
+8,6.247174874231019,3.3782730008824084,4.5707824112455535,1.6032177655377422,Iris-versicolor
+9,4.852049592546865,2.4542229204781507,3.1974036226680695,0.8983908816838615,Iris-versicolor
+10,6.587084614160418,3.0,4.606033111833784,1.4054217281544594,Iris-versicolor
+11,5.223619888521569,2.748323271985994,3.4722839721661596,1.3179293642345575,Iris-versicolor
+12,6.729545621035898,3.2424557255004056,5.685111789158008,2.5,Iris-virginica
+13,6.417017688111503,3.0,4.632006282525688,1.565029434308911,Iris-versicolor
+14,4.592293051401059,2.7356917671631042,1.3238046510072963,0.27913532039598654,Iris-setosa
+15,4.40000063035238,2.9236061235421102,1.378537982430782,0.18308399718587398,Iris-setosa
+16,5.01238964193262,2.0000005027318264,3.024148340514229,1.017085308763179,Iris-versicolor
+17,5.359822158570471,3.3141507973918696,1.4796833820145097,0.21951470206229307,Iris-setosa
+18,6.373971941786921,2.677540466286919,4.975669726272896,1.5033918019626822,Iris-versicolor
+19,6.370799845588588,3.2114102871084516,5.194281138438186,1.9330439478211554,Iris-virginica
+20,7.9,3.839243578699744,6.45915461894596,1.9933824560327564,Iris-virginica
+21,7.9,3.808194353593296,6.342386911041144,2.0284755838321735,Iris-virginica
+22,7.727761834901035,2.6019758638170583,6.899995235476958,2.3182610847694423,Iris-virginica
+23,7.052231337583362,2.9637097027654824,5.94890816946108,1.8739222980743446,Iris-virginica
+24,6.850436595001011,3.078134221863311,5.792855436131747,2.233788115063815,Iris-virginica
+25,4.608445087966175,3.5641822810395403,1.0000004526286685,0.19773064163731424,Iris-setosa
+26,5.0735968682384565,3.531086753314586,1.400494052903764,0.22152534448052644,Iris-setosa
+27,7.790707268055208,2.6012686245629704,6.9,2.3150083161080524,Iris-virginica
+28,7.700529416850464,2.6266285722750493,6.9,2.3012860306251075,Iris-virginica
+29,5.823949046767319,3.0063833790209498,4.418650808219055,1.6086242955687853,Iris-versicolor
+30,6.031645082659435,2.870721743601757,4.555101805341154,1.1583801932827793,Iris-versicolor
+31,5.876974760252345,2.7522432863203665,4.281848009964951,1.10403217954319,Iris-versicolor
+32,6.9339442676086325,2.6470034665666953,5.889145783135792,1.768396750392348,Iris-virginica
+33,7.453128701437783,3.0,6.469479190518141,2.0611205636764454,Iris-virginica
+34,6.785770628815545,3.2439175050121443,5.790741890175439,2.259595713063724,Iris-virginica
+35,5.433531370323058,3.708429668091066,1.4980448932629808,0.30769273327795327,Iris-setosa
+36,6.082924152657645,2.8549760726654174,5.015080500877007,1.8636150062914356,Iris-virginica
+37,6.668234657695083,3.0,4.417352839369722,1.4907616432622144,Iris-versicolor
+38,5.9883109164073405,3.1687159615047387,4.358424902059831,1.4162569733399697,Iris-versicolor
+39,4.563195624432419,3.5853280657976616,1.0,0.1770517553822707,Iris-setosa
+40,5.116673426342623,3.4935409924961163,1.3202729685822003,0.19867396835888484,Iris-setosa
+41,4.788538769596301,3.0,1.4418760842942657,0.10000014487492097,Iris-setosa
+42,6.063106478173384,2.597704688697032,4.982587294322259,1.5073636298756057,Iris-versicolor
+43,6.670393253373743,2.809813471520083,4.611224465654036,1.375093422481928,Iris-versicolor
+44,5.84641543359659,2.801189252320987,3.978540270822443,1.061898499424017,Iris-versicolor
+45,5.5310866484661565,3.688575300342707,2.088399572228995,0.27358106836821494,Iris-setosa
+46,6.489994653563013,3.3349799914511027,5.610140931206311,2.373189427067091,Iris-virginica
+47,6.298576813864762,2.1897811677678063,4.503333551836209,1.4593271730286266,Iris-versicolor
+48,5.907233667268046,3.3434475472017553,4.479482748036216,1.5436450101502979,Iris-versicolor
+49,5.128117018524991,3.5960388238580236,1.4582373343282926,0.20069518499503686,Iris-setosa
+50,5.808747902540343,3.1830783672982235,4.556242815355443,1.5502303223452092,Iris-versicolor
+51,4.400000496657076,2.9251718237286153,1.4007357556379585,0.196217257234641,Iris-setosa
+52,5.674940352244217,2.637168653305483,4.040367644971426,1.2262139435430501,Iris-versicolor
+53,7.738073873477917,2.5994003526056284,6.9,2.3181964820565346,Iris-virginica
+54,7.682877491811264,2.530801600293429,6.9,2.3421970239620964,Iris-virginica
+55,5.094551869831713,3.603214388507776,1.4332129704578747,0.2656694715813905,Iris-setosa
+56,7.687658440735352,2.5921683750412488,6.9,2.3337609609654666,Iris-virginica
+57,5.764492982382584,2.9052255005011447,4.2255196121578456,1.2071636902272305,Iris-versicolor
+58,6.456357616427376,3.0,5.652302341280264,2.020367519143557,Iris-virginica
+59,4.955450424466073,3.0887772772260194,1.4059172847682926,0.2385717251871633,Iris-setosa
+60,5.901738663379483,2.956011082180317,4.372437370801353,1.294690134940847,Iris-versicolor
+61,7.020658655700648,3.078010375074201,5.010420327359478,2.3326194697532996,Iris-virginica
+62,5.050280842593242,3.6523970828016403,1.9518473206216347,0.19746344461544904,Iris-setosa
+63,4.750736071862538,3.283381774759532,1.4914794601434371,0.3496346502604058,Iris-setosa
+64,4.814936437531795,3.0,1.4400654160828423,0.1,Iris-setosa
+65,5.629262322756553,3.0,4.230663330312649,1.3907409348071205,Iris-versicolor
+66,5.710056865174238,2.241325794639279,4.245615088307191,1.311256353196185,Iris-versicolor
+67,5.004750892555082,2.0000965988319677,3.551323880992286,1.0559650174201953,Iris-versicolor
+68,5.285637491506454,2.5014817600052224,3.540339288226072,1.00424465983178,Iris-versicolor
+69,4.951405814873573,3.016321132919725,1.4182401452091733,0.21927838422661747,Iris-setosa
+70,5.372306142675446,3.3562640896923845,1.4996420172244727,0.2050714466266927,Iris-setosa
+71,5.621730341339581,2.501618032879123,4.019126364322382,1.0926400913623262,Iris-versicolor
+72,4.658622901751366,2.734927565728131,1.3473984954521496,0.2944399609511451,Iris-setosa
+73,5.731150857509291,2.984051278579655,4.630799158272553,1.4911653968635876,Iris-versicolor
+74,5.544099684620214,2.4598081496810975,3.726517839439418,0.890304381016296,Iris-versicolor
+75,5.55592799155913,2.9376900728952138,3.9304079001439067,1.3978093463870018,Iris-versicolor
+76,4.9958191576769195,2.521276239899188,3.3214300926495364,1.1455471722910038,Iris-versicolor
+77,4.4,3.0,1.4083923643438117,0.19742730081512339,Iris-setosa
+78,4.9306901105382375,2.4546746471766228,2.861189558004854,0.9446897569759132,Iris-versicolor
+79,7.89999812398683,3.7788279849325037,6.374394253732614,2.0236281719466067,Iris-virginica
+80,4.815123322292083,3.0,1.4258739445045139,0.10000020655399897,Iris-setosa
+81,5.08471221134663,3.4303838798304693,1.3629300222077876,0.21614985384152982,Iris-setosa
+82,6.665596213102393,3.3202145881575436,5.690685551376645,2.5,Iris-virginica
+83,5.810841787818903,3.19074888897349,4.321836509444984,1.3967881723130984,Iris-versicolor
+84,6.674339293857266,3.183010589773038,5.545815116601908,2.4996990076776164,Iris-virginica
+85,7.899987531449195,3.7411378959794197,6.196192949727695,1.9594089365358909,Iris-virginica
+86,7.9,3.822311508121848,6.33551037462834,1.9823574276531122,Iris-virginica
+87,7.721425618354437,2.7680520342752644,6.760764190690838,2.0026129122874,Iris-virginica
+88,7.899998987701098,3.812000963273221,6.4294537391321045,1.9558135989896375,Iris-virginica
+89,5.372952569802141,3.899999642560601,1.2597410165564895,0.29791352616310973,Iris-setosa
+90,6.024155732975159,2.22964066178358,5.183453851130912,1.4570445296451129,Iris-virginica
+91,4.82289773350941,2.0,2.3767532599399837,0.9794290086819382,Iris-versicolor
+92,6.487461342544116,2.6380682841111636,4.787619950225194,1.369949269457471,Iris-versicolor
+93,6.230589105334815,2.8699947288539405,4.284341509032069,1.2542277897644882,Iris-versicolor
+94,7.290139462107685,2.7969836905730996,6.34803979769906,1.8665222027691348,Iris-virginica
+95,5.56257641618539,3.0,4.2889546890656645,1.4736721309556877,Iris-versicolor
+96,5.109169289574479,3.4932349158608034,1.3594544865179004,0.19689777277458884,Iris-setosa
+97,7.899998584599891,3.8116276877180444,6.382795698280421,2.0528652242256524,Iris-virginica
+98,7.702131520595291,2.606124415266262,6.9,2.299402571427211,Iris-virginica
+99,7.604446920950128,2.7737538509274797,6.630908381776714,1.9279507595298446,Iris-virginica
+100,7.773503190865052,2.6122438606183347,6.9,2.3162102551465096,Iris-virginica
+101,5.7640421465274985,3.29388760711366,4.492268384002346,1.5178184602665745,Iris-versicolor
+102,5.623996636152167,2.9961086528401113,4.071039563876703,1.3364199616917178,Iris-versicolor
+103,6.480711646518766,3.1924218603292065,5.023644519753965,1.9778620505318805,Iris-virginica
+104,6.590542688648277,2.9189913363886966,4.3235234431190595,1.3449620949434453,Iris-versicolor
+105,5.842527668423651,3.087086034541155,4.326992644439217,1.3882203351620868,Iris-versicolor
+106,5.563979359197515,2.8907388267587484,4.256320625512359,1.2346370509304865,Iris-versicolor
+107,5.653608819507137,2.946413274462576,3.8458993219169635,1.2905755383858413,Iris-versicolor
+108,6.612211832312152,3.0375568243061744,5.407917418411335,1.9369500010147755,Iris-virginica
+109,5.563552783980258,2.6515770075361176,4.252215861343364,1.1042132365016268,Iris-versicolor
+110,5.933851945863092,2.199056234603912,5.1437017255902235,1.4363577761940545,Iris-virginica
+111,6.977400352959932,3.1783395914064316,5.734823091851366,2.2948406530259766,Iris-virginica
+112,6.663436475702432,3.2635040921330947,5.682722921918172,2.5,Iris-virginica
+113,4.725547503249877,3.0,1.3030826540525,0.1,Iris-setosa
+114,4.412145533835794,3.1671307221486447,1.380776526524411,0.2784046110572729,Iris-setosa
+115,4.874766310217974,3.070617223315213,1.4960130255923558,0.1,Iris-setosa
+116,6.725576171053602,3.0,5.454830758691032,2.059013772321167,Iris-virginica
+117,6.545464494571797,2.747672367587118,4.427436053118739,1.2447269137951575,Iris-versicolor
+118,5.584157575847764,3.73359896397251,1.4859513253498386,0.25993853408559153,Iris-setosa
+119,6.36261573819594,3.1485308493480506,4.547190311039841,1.4723202347630597,Iris-versicolor

iris/tab_ddpm/0_3/1/test.csv

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

iris/tab_ddpm/0_3/1/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/1/val.csv

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

iris/tab_ddpm/0_3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.463104083897221,2.6110036876544838,3.9139183540453124,1.3120423554243286,Iris-versicolor
+1,6.1007122261025435,2.7125748234621234,5.335763838932499,1.6019083448905653,Iris-versicolor
+2,6.691311106186646,3.2311874747842806,5.662350195511671,2.5,Iris-virginica
+3,5.954257982581115,3.377354184551248,4.433251992208563,1.569433027199694,Iris-versicolor
+4,6.685552758506509,3.2675297438041526,5.721229837980087,2.4999970054697287,Iris-virginica
+5,5.7725018793708385,2.939014022126722,4.253670246419614,1.3174723284018053,Iris-versicolor
+6,4.912302244190486,2.45393334178936,2.8399624214443486,0.8148433047495931,Iris-versicolor
+7,6.170169394330377,2.836998876474615,4.376258816134509,1.228721204970731,Iris-versicolor
+8,6.78927356028837,2.940424980973063,4.61836980986756,1.424025057413434,Iris-versicolor
+9,7.616622918050152,2.676434598085014,6.89973621471327,2.1900818556898165,Iris-virginica
+10,5.03049216039589,2.0,3.5956933073611195,0.8757743785633703,Iris-versicolor
+11,6.234252809120481,3.0,4.292272269465167,1.5338418297530245,Iris-versicolor
+12,4.4909453398467685,3.0,1.3732064822311665,0.3037574549387821,Iris-setosa
+13,7.73238662426552,2.6221472634489036,6.9,2.307684228284427,Iris-virginica
+14,5.02195200460656,3.7669262577664657,1.4364325426235558,0.2559317610593221,Iris-setosa
+15,5.464780743301659,2.4489409429625844,4.110817383682571,1.133259437202319,Iris-versicolor
+16,5.073469460588104,3.706416757983974,1.619662051589853,0.20147363921953337,Iris-setosa
+17,7.646110665303785,2.8531393658394144,6.6903774993947644,1.957407312603694,Iris-virginica
+18,5.828625171917291,3.0417286526625587,4.161965228294733,1.4442369443403273,Iris-versicolor
+19,5.8481102951276664,3.283912779914075,4.372919858965336,1.4862853725497778,Iris-versicolor
+20,5.113431394006234,3.5676654648891177,1.4871788916505007,0.2741052717109214,Iris-setosa
+21,5.132245722223733,3.5887615617744846,1.8982979488703813,0.22101741985201512,Iris-setosa
+22,5.923881856593865,3.0,4.528538519687375,1.3824441717653857,Iris-versicolor
+23,4.68144362728301,2.0,3.0278975675724773,0.47273834680735505,Iris-versicolor
+24,6.685550428706361,3.21916339263781,5.136464708362436,2.1597101265503458,Iris-virginica
+25,7.899996974934753,3.7547926321953424,6.284786922231128,2.0102049368558186,Iris-virginica
+26,4.80654529126419,3.0,1.3719605629576384,0.1000002189178785,Iris-setosa
+27,7.736434400223135,2.564046037310466,6.9,2.2450120398315674,Iris-virginica
+28,4.783741910546261,3.0,1.397281966282594,0.10000012698049807,Iris-setosa
+29,6.430461280995125,2.5522061224724784,5.6261125318099685,1.5575561290819413,Iris-virginica
+30,4.523172462177302,2.553621266680904,1.3213469740165542,0.2713257448626097,Iris-setosa
+31,6.693144376862649,3.0793178519899587,4.667774766501632,1.4817889452646094,Iris-versicolor
+32,6.267000620802288,2.6176176335143544,5.356173656481209,1.7435241034110405,Iris-virginica
+33,7.782753481423736,2.8487349128917296,6.758041501895066,2.059507676832713,Iris-virginica
+34,5.064199276364048,3.7021229844325587,1.4342614064059875,0.19984773812477472,Iris-setosa
+35,6.480671896144862,3.379335151485636,5.710422204857916,2.3908001104344523,Iris-virginica
+36,6.072685092878482,3.4069941265030868,4.643897385229096,1.6671489688544272,Iris-versicolor
+37,5.274109045241144,3.4907249296679153,1.6807863109074457,0.29893514726147186,Iris-setosa
+38,5.340540785935735,3.4274284767746703,1.4662813116953468,0.21760765590616077,Iris-setosa
+39,6.087081897397825,2.4404755655907966,4.5871392607241495,1.44613150822962,Iris-versicolor
+40,5.884671466269264,2.8531836571180444,4.390924659151166,1.1649830327118844,Iris-versicolor
+41,6.649622442832771,3.2559804788114137,5.638641376193163,2.16990418929224,Iris-virginica
+42,6.4184546051249916,2.7797282972558524,4.742906137612629,1.4831333478113022,Iris-versicolor
+43,5.958260747005368,3.012010741708088,5.155227281808629,2.053067957101079,Iris-virginica
+44,4.763819223069799,3.6049758293231493,1.000134523035181,0.20113423073054967,Iris-setosa
+45,4.449484154433634,2.0,1.8852873250659232,0.20886027969810278,Iris-versicolor
+46,5.397222885013747,3.899999649090111,1.3183483287378712,0.5931661079833779,Iris-setosa
+47,4.631749236433557,3.638730419846046,1.0000006552112963,0.20315714841921237,Iris-setosa
+48,4.585060846400643,2.0,2.1555939161958473,0.21765914999775696,Iris-versicolor
+49,7.9,3.815645003796152,6.256405319781766,1.9720153294408667,Iris-virginica
+50,6.004201467867872,2.2275558730158442,5.141113749934268,1.4924109986593723,Iris-virginica
+51,6.371747408389312,2.2446961109343246,4.496410785944722,1.48953712618765,Iris-versicolor
+52,5.499211345851678,2.921087676545469,4.272847913625811,1.4284022903798559,Iris-versicolor
+53,6.432885835550078,2.4074036921308184,4.655014701377209,1.4185616570764699,Iris-versicolor
+54,5.796020158198874,2.737744058598092,4.679832944557055,1.1972382631912073,Iris-versicolor
+55,6.713356656380531,3.318931101946432,5.679664156514535,2.5,Iris-virginica
+56,6.125795772001184,3.1577867203894665,4.583382710805043,1.5099574107812965,Iris-versicolor
+57,5.93275026276321,3.0987663025521237,4.384602420168294,1.489166792325252,Iris-versicolor
+58,6.3290958510050075,2.747486900462335,5.63785300478698,1.7530292978293764,Iris-virginica
+59,6.675113732778487,3.3178323885460728,5.631251660778206,2.4999880008035626,Iris-virginica
+60,4.54836820896616,2.0,1.9324890859558825,0.292650744393873,Iris-versicolor
+61,6.234295820797212,2.2971039161009617,5.251213902764656,1.6617942146362246,Iris-virginica
+62,6.386568016916703,3.118953171492647,5.530841743405647,2.048488697671242,Iris-virginica
+63,6.713030852299658,3.3258636210057313,5.629426262989695,2.5,Iris-virginica
+64,5.774229516394604,3.1209442134052767,4.569415703636874,1.451717630957414,Iris-versicolor
+65,5.226561581642251,2.541064074596338,3.3643747177504073,1.2258225046649562,Iris-versicolor
+66,5.43174661034111,3.842995035562507,1.902786946895483,0.21676938198460224,Iris-setosa
+67,6.067005877656742,2.578107781942388,4.730090622049602,1.3387112943551878,Iris-versicolor
+68,5.718219896061324,2.7526958979186107,4.70129490448846,1.3469770034073834,Iris-versicolor
+69,5.530985027998312,2.0032556292877306,4.745250707504838,1.3784995823349222,Iris-virginica
+70,7.721954252293034,2.776742325876167,6.72849000415999,2.0642901849114734,Iris-virginica
+71,5.924053448525754,3.0,4.331244452880259,1.3594404455844669,Iris-versicolor
+72,7.12285725208123,2.9713648985803145,6.292112756335597,2.0466203369658884,Iris-virginica
+73,5.450657855248414,2.847065907684869,3.7897531196620697,1.2480288934172155,Iris-versicolor
+74,5.621169597042496,2.836000966726457,4.3465813145082715,1.1806410493327681,Iris-versicolor
+75,4.5385716893208246,2.562869431348289,1.387305475066978,0.4344036272757755,Iris-setosa
+76,5.196432218191676,3.438801929534236,1.4401878210329713,0.19470313308489623,Iris-setosa
+77,4.4,2.9905391062480304,1.4155311207556305,0.1964705862575487,Iris-setosa
+78,6.647043062629829,2.972334575251552,4.534857632473128,1.3891044434778244,Iris-versicolor
+79,4.400002690259169,2.791317925797247,1.3344336175483036,0.20849066133268798,Iris-setosa
+80,5.011257656644077,3.413663595014074,1.4959530393641174,0.35177823123533986,Iris-setosa
+81,5.7891370907992705,2.9199363806240544,3.563740501256133,1.2421550724053663,Iris-versicolor
+82,6.189606846581537,2.838748983092952,5.036181242339706,1.5450644974512167,Iris-versicolor
+83,4.635817183319595,3.281353467289746,1.4274647007675085,0.3334764574502128,Iris-setosa
+84,4.873501344281274,3.0,1.3900084588599901,0.23841898641497664,Iris-setosa
+85,4.99554905386231,3.50973426274997,1.2988629606604345,0.2056453442998288,Iris-setosa
+86,6.362305001026559,2.8509763501243675,4.269044179340692,1.4335875252025847,Iris-versicolor
+87,6.391275417077085,3.40774975484381,5.644565464189098,2.40540416874308,Iris-virginica
+88,6.4367022426198695,2.9846983275105217,5.311457912218953,1.8297088897927969,Iris-virginica
+89,4.9608958317430085,3.446227793168701,1.4325673761116646,0.5018844022463327,Iris-setosa
+90,4.587605611480646,3.6404402787354018,1.000000519216066,0.21844177250570912,Iris-setosa
+91,6.129212249913059,2.203088578827274,4.468172557084982,1.4390565587523352,Iris-versicolor
+92,6.075237700104019,2.6842514391025385,5.115657317139217,1.7021671016316242,Iris-versicolor
+93,5.174785539150997,2.6855954546533707,3.7459276037655,1.3671986876806848,Iris-versicolor
+94,7.899998799812028,3.7790167249501763,6.468582631000599,1.976968056143927,Iris-virginica
+95,7.7836082002152285,2.9471315578277193,6.76127468187126,2.0907631277812646,Iris-virginica
+96,5.043916380432601,3.502398682194585,1.6882439420659965,0.1814507635883272,Iris-setosa
+97,7.9,3.860570601489187,6.489115093457841,2.041507872240409,Iris-virginica
+98,7.044830104429385,3.003073560953329,5.795662263829249,2.170819786125203,Iris-virginica
+99,5.541743010479312,2.518985360578974,3.8009647087925473,1.0688413707025715,Iris-versicolor
+100,5.391542496077065,3.8945967742905463,1.437996308966996,0.2686362015479424,Iris-setosa
+101,7.680026573651521,2.913560980641622,6.655553994407267,2.0185842254533823,Iris-virginica
+102,5.934780167816437,3.4106330961675773,4.438751492486803,1.5740698511268072,Iris-versicolor
+103,6.485924174373876,3.1187158068682197,4.487605377948711,1.5133755394508481,Iris-versicolor
+104,5.076874350676908,2.50476966148902,3.584466698560057,1.1347269272168052,Iris-versicolor
+105,6.289338047646551,2.957010719505154,5.674770525691296,2.153911360376993,Iris-virginica
+106,4.400001088496579,2.9663597682620257,1.4003644641000075,0.20561334784081517,Iris-setosa
+107,7.763341454187844,2.9390680928485526,6.7556174344989035,2.057060994015684,Iris-virginica
+108,4.575825211597609,3.6203193422285267,1.0,0.20230837276792843,Iris-setosa
+109,5.580743573758923,2.521477542533283,4.125063536367971,1.0575828765445165,Iris-versicolor
+110,7.7173981500909035,3.0,6.736748702448618,2.055595402275307,Iris-virginica
+111,5.000005480292371,3.5352023093077274,1.3858828885558339,0.22789361080577208,Iris-setosa
+112,5.332326015255247,3.505517079914797,1.6305400571592803,0.2370805308470401,Iris-setosa
+113,4.919976892612117,3.0,1.4161751163001786,0.2139274356664822,Iris-setosa
+114,6.741250783998367,3.0,4.676504202627073,1.4652003082316472,Iris-versicolor
+115,6.299712659597695,3.0,5.208971817616899,1.8866670920021,Iris-virginica
+116,6.041256778352913,2.655180136024041,4.711249194186598,1.1302767320707157,Iris-versicolor
+117,6.799989263121432,3.070269818180526,4.740080812842589,1.517195621774821,Iris-versicolor
+118,5.165766108874604,3.412651599564612,1.409595229704839,0.21060085552640273,Iris-setosa
+119,4.976975311799508,3.1384567616044805,1.42546270103383,0.2581090826844121,Iris-setosa

iris/tab_ddpm/0_3/10/test.csv

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

iris/tab_ddpm/0_3/10/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/10/val.csv

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

iris/tab_ddpm/0_3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.085074268925163,3.4075320038910886,1.4494929120121554,0.5565072709989041,Iris-setosa
+1,6.73342442037971,3.3074968034585472,5.684251365990361,2.5,Iris-virginica
+2,6.710507185715152,2.8352171218285975,4.810854897769968,1.3901391061706256,Iris-versicolor
+3,5.709490010251817,2.764178062181374,4.283184175429981,1.199685379794376,Iris-versicolor
+4,5.088370174356573,2.4535573599685896,2.6713717094605274,1.1786687120676145,Iris-versicolor
+5,4.849784980284178,3.125584244243829,1.489922614132169,0.10000014221685943,Iris-setosa
+6,4.81304161045108,3.0,1.4814471848454647,0.10000010489916183,Iris-setosa
+7,4.781019458737197,3.0,1.3192120317782143,0.1,Iris-setosa
+8,6.150777178913542,2.9210068892643943,5.519743799022256,1.7846762445601057,Iris-virginica
+9,5.606196237632523,2.914417812481164,4.534567033021577,1.3519976711459836,Iris-versicolor
+10,7.152453336870862,3.116672993140219,5.695572918162818,2.2742944403342586,Iris-virginica
+11,6.054410156203197,2.284000031784597,5.105348105405075,1.4575586576606994,Iris-virginica
+12,7.342164286098909,2.918603478649975,6.441976412273117,1.984316254319878,Iris-virginica
+13,5.2392870266288165,2.5324047385847983,3.8592080988763495,1.0908925640439326,Iris-versicolor
+14,4.623433974051012,3.619353761745534,1.000000529005747,0.2207978499968227,Iris-setosa
+15,5.409463322408824,3.78543408546134,1.9634429800701154,0.23016259994121682,Iris-setosa
+16,7.899997534014277,3.794425568162533,6.3477863855061525,2.0056847628852794,Iris-virginica
+17,4.8234701728845755,3.0,1.4282107950374638,0.10000009515895655,Iris-setosa
+18,5.95517775278881,2.5670133622252043,5.17800052510924,1.8528687560494164,Iris-virginica
+19,5.829391843131413,3.0113710260629993,4.253975984821376,1.4231882946850118,Iris-versicolor
+20,5.809301687297742,3.0,4.100504554909745,1.3384798275825074,Iris-versicolor
+21,7.7021577337610365,2.6536733653451474,6.89999853105418,2.3234579550096246,Iris-virginica
+22,7.9,3.8301852540501344,6.412356646847047,1.961272043955133,Iris-virginica
+23,6.6139397921219985,3.239400185540231,5.599330043667516,2.0780665867340464,Iris-virginica
+24,6.580780131835769,3.2915826935897985,5.752854046152055,2.334297717376555,Iris-virginica
+25,6.8740406675301235,3.081123038507163,6.136602091052086,2.276439756497124,Iris-virginica
+26,5.877838759004565,2.569410962466821,4.442095312368462,1.2246762389606756,Iris-versicolor
+27,7.899998729158282,3.8024168623039674,6.370190494148204,1.9971757389142952,Iris-virginica
+28,4.840835718041457,3.0346873470919467,1.433920307635964,0.100000249969423,Iris-setosa
+29,6.652619049470974,3.0,4.717059958615167,1.3900190912149266,Iris-versicolor
+30,6.13570868099552,2.3919990504329145,4.502528492110632,1.3284960163426611,Iris-versicolor
+31,6.133267138503599,2.6633069901827335,5.231768595543043,1.6299821870509872,Iris-versicolor
+32,5.282425729698319,3.759516122194327,1.4424536548967661,0.26618368757936056,Iris-setosa
+33,5.3689955318757265,3.4274984791274914,1.4903865714404503,0.20245997035157073,Iris-setosa
+34,5.153252903247489,3.383638204877705,1.5928768825809052,0.2949589768910728,Iris-setosa
+35,6.628987629257333,3.0258752838153895,5.241482285809336,2.0456477580647516,Iris-virginica
+36,6.053884369614913,2.8167492780502013,5.556583302924031,1.5355365380317,Iris-virginica
+37,6.270968201097768,2.6030425389305836,4.800549774481651,1.3677537396931927,Iris-versicolor
+38,4.932450702545693,3.5579881865590353,1.3774399183727337,0.27022781853731914,Iris-setosa
+39,5.1129902756455055,3.4350502460580628,1.6727636847878293,0.20587207629350737,Iris-setosa
+40,5.2186873623175885,2.7185566347609806,4.303153900054925,1.4033729282913747,Iris-versicolor
+41,6.6800793578315005,3.2760210943083377,5.668079884106606,2.5,Iris-virginica
+42,5.973074092606413,2.5644876174021607,4.474388703956932,1.2457576934036396,Iris-versicolor
+43,4.584577823972612,3.598958092369856,1.0,0.19029165157211664,Iris-setosa
+44,5.1209699846781485,3.7163868451860598,1.4606592512845427,0.1962643247389284,Iris-setosa
+45,4.554914133442223,2.0,2.8889168010295223,0.232409886708399,Iris-versicolor
+46,5.082020225284771,3.6701018740362605,1.4501864838115872,0.2300875996753537,Iris-setosa
+47,4.875963003318506,3.105208184589426,1.7121433559901693,0.1,Iris-setosa
+48,4.4,3.2555540372766814,1.3045142607477132,0.1995190813699595,Iris-setosa
+49,4.468187760767396,2.0,1.4453822198364286,0.22488139121869896,Iris-versicolor
+50,5.8205127985182665,3.2073507321767347,4.495596476148538,1.5256332389002463,Iris-versicolor
+51,5.601037672494302,2.7661997345255034,4.0340610481844195,1.3008639400827293,Iris-versicolor
+52,6.878726604551465,3.114003551404018,5.187219922941053,2.2968082114153594,Iris-virginica
+53,5.907622870914002,2.682475124705129,4.657642269387847,1.1624202935436465,Iris-versicolor
+54,6.658591145346397,3.2637312406640966,5.722068423414896,2.4999993818206643,Iris-virginica
+55,6.788767317703681,2.5469788215687443,6.093274601482015,1.8290280227138627,Iris-virginica
+56,6.357263041841489,3.3938188270428205,4.748272254751444,1.6259251264648533,Iris-versicolor
+57,4.801446017751432,3.0,1.4228975007985178,0.1,Iris-setosa
+58,5.06856976594376,3.753727780341227,2.1766913195906286,0.19567510454163806,Iris-setosa
+59,6.832673079054424,2.970812758881433,5.7810458852580435,1.9301489379131376,Iris-virginica
+60,6.114117990326819,3.3040922296994033,4.426498935144217,1.5585168813325894,Iris-versicolor
+61,6.191969741846265,2.307537563081752,4.629508145884262,1.4618406392578795,Iris-versicolor
+62,6.9647917469998495,3.0,4.89535018015133,2.267507895154833,Iris-virginica
+63,4.8944863967793975,3.478034705717502,1.4045626912837488,0.20157087016682015,Iris-setosa
+64,7.321365837239015,2.905961973945098,6.256147523902305,1.8331498404045339,Iris-virginica
+65,6.093830118194667,2.6776885096872323,4.443508430926352,1.164507679920621,Iris-versicolor
+66,6.720992054629455,3.000940633164425,4.762279193351975,1.4714879159586347,Iris-versicolor
+67,7.899998962041337,3.80403846727001,6.328686632687227,1.9283423312906307,Iris-virginica
+68,4.918918798703637,3.414291702385285,1.4760036900273514,0.3532226164353146,Iris-setosa
+69,6.115816219001032,2.7223999433259074,5.645050039236537,1.546171934468959,Iris-virginica
+70,7.9,3.786042905733537,6.377182962626002,2.014625544246477,Iris-virginica
+71,6.152620841700336,2.2939885703566336,4.856092114387288,1.6216943370990975,Iris-virginica
+72,4.40436477184069,2.9412708303109953,1.2806032387267796,0.290580963828839,Iris-setosa
+73,7.899997879704771,3.79306612604098,6.354962630521592,1.9897727132018406,Iris-virginica
+74,5.8756469435989676,2.8616627628106914,4.623630023634359,1.262138228039737,Iris-versicolor
+75,6.1385064086463625,3.2413954807067302,5.523255232722748,2.371411956246695,Iris-virginica
+76,5.183639184725255,3.565483727083415,1.4038214237704811,0.2350901651643773,Iris-setosa
+77,5.964948216881752,2.9078806473463374,3.9504286252834113,1.287210422678596,Iris-versicolor
+78,6.1687501287027455,2.5410632058805507,5.1481454695554225,1.6101205845837245,Iris-versicolor
+79,7.899998226535688,3.8014549154268322,6.3979549438367265,1.9986439134265301,Iris-virginica
+80,5.090887009282687,3.1774871341200073,1.4614483070615745,0.23390320049822647,Iris-setosa
+81,6.635056170197778,3.0,4.769679017916244,1.4767719309021388,Iris-versicolor
+82,5.425845872091801,2.7063857894467134,4.252220067928124,1.3846592387176275,Iris-versicolor
+83,6.208224897329599,2.5278192093283085,4.9301678241980476,1.507480049567547,Iris-versicolor
+84,7.899998831230895,3.809857539815197,6.39180684043539,2.029579918063843,Iris-virginica
+85,4.911614761252543,3.166581891664457,1.3970959916594736,0.22466502777556732,Iris-setosa
+86,6.033621457004092,2.3335503153834694,5.073297059623417,1.4697117422294008,Iris-virginica
+87,5.112148394604119,3.767929844305208,1.932999123089512,0.2398740756818648,Iris-setosa
+88,5.057977962999986,2.000042322391938,3.4383248208692803,1.0386481848628912,Iris-versicolor
+89,5.880230474732519,3.0870349481164348,4.559666816537911,1.4978992735223982,Iris-versicolor
+90,5.455725020279303,3.9,1.3157925858066473,0.5364453924450445,Iris-setosa
+91,5.6527974800029295,2.9353918007745277,4.435760182134856,1.2627363379639926,Iris-versicolor
+92,5.0529971686702275,3.74524880982634,1.9193969286227952,0.1992156892335672,Iris-setosa
+93,4.598679842746912,3.6036215142948973,1.0000004753048588,0.1995175540198778,Iris-setosa
+94,4.601595064853329,3.5982463480348157,1.0,0.19537306772425816,Iris-setosa
+95,7.715124032451415,2.5823696060548453,6.9,2.3343150703203737,Iris-virginica
+96,4.924198647856356,3.396771697370028,1.4901205030254028,0.5269591996606385,Iris-setosa
+97,6.739763267629457,3.2728911536061336,5.677378592896093,2.5,Iris-virginica
+98,5.371265213427268,3.365384508641138,1.465462299443212,0.19204022220331707,Iris-setosa
+99,6.475807521355942,3.2278087110969036,5.85168220217919,2.3508570813963914,Iris-virginica
+100,6.651625428399576,3.1041903782198306,4.695128957379123,1.4767788020212225,Iris-versicolor
+101,5.50270340468123,2.7680327961790554,3.5973143196347785,1.216194564231401,Iris-versicolor
+102,4.956366709158669,2.518355079147715,3.5281573881015027,1.3061188161712989,Iris-versicolor
+103,6.722188627073733,3.3038206245498776,5.73592430639736,2.5,Iris-virginica
+104,5.820280057920326,2.6129670910335903,4.046525277050728,1.3151717069939584,Iris-versicolor
+105,4.91765860363782,3.1119617127267922,1.4410756242050744,0.3469796352875042,Iris-setosa
+106,5.990282684151605,3.0,4.358409428275902,1.445123504177322,Iris-versicolor
+107,5.509465822130531,2.8652980565016124,3.748289058363153,1.2556171482418708,Iris-versicolor
+108,7.753943368004449,2.596365093793878,6.9,2.3297075977496,Iris-virginica
+109,4.74178576647473,2.0,2.0375484481092165,0.2926803957646864,Iris-versicolor
+110,7.711259434441591,2.553922990240539,6.9,2.303735869848743,Iris-virginica
+111,6.77076990078347,2.976544104465267,4.613400620596177,1.4206295181439677,Iris-versicolor
+112,5.960218870853048,2.9253745501991406,4.42425543150871,1.31142598045622,Iris-versicolor
+113,7.720133288833902,2.559268566135769,6.9,2.319019019132498,Iris-virginica
+114,4.570993613106485,3.63337501573955,1.0,0.1990503818844353,Iris-setosa
+115,7.726249180147882,2.6143424296576874,6.9,2.3316888747718822,Iris-virginica
+116,5.434518018017713,3.899999632616724,1.2722991842551312,0.5254893453515825,Iris-setosa
+117,6.178463449519289,2.282323402892996,5.193172660890811,1.545028118620097,Iris-virginica
+118,6.698096740196788,2.9287663472493954,5.679386717523784,1.9376807311944633,Iris-virginica
+119,7.9,3.819451986880776,6.354026747701447,2.0240025729376874,Iris-virginica

iris/tab_ddpm/0_3/11/test.csv

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

iris/tab_ddpm/0_3/11/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/11/val.csv

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

iris/tab_ddpm/0_3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.7257575843389485,3.155949532917387,5.35134032109309,2.1738513525771896,Iris-virginica
+1,6.280704357767544,2.992906770863655,4.279542126946399,1.37113535670862,Iris-versicolor
+2,5.3150623704856255,3.9,1.2665512713277052,0.40647492196090174,Iris-setosa
+3,5.097002711741773,3.2664484570725696,1.4675175429808318,0.27534471790681886,Iris-setosa
+4,6.746647028598714,3.2337487750634053,5.0850438422080195,2.279988784368393,Iris-virginica
+5,5.916137960056198,2.5835194860467836,4.600083231511108,1.3219408719195265,Iris-versicolor
+6,6.027669619589945,3.06912049357416,4.419745737168972,1.5278315026119473,Iris-versicolor
+7,5.975957653563334,2.8008174600506335,4.26349752327791,1.015433947200327,Iris-versicolor
+8,6.478251064646415,3.0881904406752403,5.265601818486141,2.011243322931007,Iris-virginica
+9,4.872047757365608,3.0453903402356346,1.4649626197512253,0.1,Iris-setosa
+10,5.004889376998423,3.2970706121604803,1.4488841412191242,0.22188634637060264,Iris-setosa
+11,5.131640744212064,3.5105243271589734,1.4030073501959504,0.2472489616017575,Iris-setosa
+12,6.768281516028905,3.3508332640140237,5.770793276792673,2.5,Iris-virginica
+13,6.267490223898912,2.3733763345815575,4.479106236707316,1.3546698449938719,Iris-versicolor
+14,5.532624760145726,2.8281606870033835,4.241750754809332,1.3226960892095279,Iris-versicolor
+15,5.651313073614248,2.603490350633667,3.8493366908752518,0.8787894112907444,Iris-versicolor
+16,6.112870891217409,3.0,4.78780824001656,1.508242126623365,Iris-versicolor
+17,4.7254453524958056,2.941959670124279,1.3870248924361135,0.29153171006609735,Iris-setosa
+18,5.173701639634255,3.7361118308499783,1.4961406794901304,0.1855291331019561,Iris-setosa
+19,5.077833970727322,3.596957241647142,1.4009016396865497,0.20427988346029524,Iris-setosa
+20,7.899997527312069,3.7770799649956888,6.399803119059195,1.9957564471504188,Iris-virginica
+21,6.249208897343314,3.0,4.649422358442399,1.4763016538688014,Iris-versicolor
+22,6.212135753443552,2.258995543782005,4.942619928342712,1.7783225175240427,Iris-virginica
+23,4.949168988414225,3.0103675078474765,1.4087334385276165,0.22127281031785545,Iris-setosa
+24,5.605202546178696,2.892550435264218,4.5346506254757,1.3534342701292739,Iris-versicolor
+25,4.677843998266161,3.3935210227404364,1.4404066015515546,0.2532096062813208,Iris-setosa
+26,4.473874769528335,3.3263985419212743,1.4091235942665212,0.26962504400512904,Iris-setosa
+27,6.1828660866062,2.9528038900582008,4.501382978602614,1.3170188771333284,Iris-versicolor
+28,4.400000979899745,3.2200095257087527,1.3054011219636594,0.19724111784814735,Iris-setosa
+29,5.963364473591372,2.734100014240051,4.491164068251859,1.2285614953506867,Iris-versicolor
+30,6.276473939242427,3.0,5.04613561428312,2.0220889371478465,Iris-virginica
+31,6.673532722561727,2.800321777847509,5.941780389124619,1.7068149248196938,Iris-virginica
+32,5.5845947278156896,3.0,4.225915835713494,1.3357262620473334,Iris-versicolor
+33,4.943061485742191,3.1234918695646803,1.4095905705912637,0.44203260751507556,Iris-setosa
+34,4.9402251793406595,3.1355139244048424,1.4271139038878746,0.10000282462517468,Iris-setosa
+35,5.414202876240822,3.3605881217460327,2.045740546690916,0.19821999215323743,Iris-setosa
+36,6.551093428821976,3.2724424940024988,5.465816357261321,2.024628436070509,Iris-virginica
+37,6.170452555752968,2.8003473909585144,4.036723739876514,1.2015448402138662,Iris-versicolor
+38,6.46273175228458,3.274156913243487,5.758971817770742,2.235552249331467,Iris-virginica
+39,5.160238908098737,3.4874210390106035,1.403618822848073,0.19971822316213908,Iris-setosa
+40,4.547004220896718,2.0,2.370909398999267,0.45678616011986467,Iris-versicolor
+41,5.3815267066613135,3.899999400813534,1.3496678939448392,0.4660516678069675,Iris-setosa
+42,5.684041801858709,3.0,4.167672237507074,1.349991086727982,Iris-versicolor
+43,5.170626801648304,2.635435274488573,3.8610275490678085,1.2804470681377866,Iris-versicolor
+44,6.336441001560904,2.7635902550973213,4.184399118536032,1.3325187303270039,Iris-versicolor
+45,5.00173993698219,2.4431099276918493,2.706852332469201,1.0225267721021638,Iris-versicolor
+46,6.2596156016987585,2.9880735470357576,4.281003020953189,1.414405235933881,Iris-versicolor
+47,5.149979701420622,2.4259609526117916,3.703875815190509,0.9197144260286347,Iris-versicolor
+48,5.705516192262001,2.747905748924535,4.583732730596093,1.1069218966585699,Iris-versicolor
+49,5.237705220781212,3.9,1.2622090495410316,0.35601919616169575,Iris-setosa
+50,5.318355107424193,2.610798312771085,3.4773297422419702,1.1361919388862545,Iris-versicolor
+51,4.401317328931404,2.0,1.3478257947425953,0.12615660174868212,Iris-setosa
+52,7.693834259220616,2.787208785586544,6.749736400811271,2.0286296846300473,Iris-virginica
+53,4.771822907404579,3.3496978821855694,1.4887750847034071,0.22318691297854867,Iris-setosa
+54,5.874838726366659,2.823421491082904,5.508185849146358,1.5085270665556227,Iris-virginica
+55,7.048529058584005,3.0,4.845528340852649,1.4476530645811236,Iris-versicolor
+56,7.713910397158931,2.619196372286923,6.899995108088232,2.260224087112258,Iris-virginica
+57,6.134527725864813,3.0,4.300319909781146,1.3542091909705058,Iris-versicolor
+58,6.439333016822598,3.412808705930715,5.687165071008949,2.3883873354546385,Iris-virginica
+59,7.6873770379087505,2.580705944647553,6.9,2.2748904160143653,Iris-virginica
+60,4.911547421355667,3.07611955807341,1.4706406503619625,0.1,Iris-setosa
+61,5.205573106396651,2.5977968515453544,3.515548592331455,1.1245850539443432,Iris-versicolor
+62,6.220581929992618,2.7363819654484023,4.375494878749707,1.1668540891041144,Iris-versicolor
+63,4.607522074728715,2.0,2.4302422957401055,0.5336524093925724,Iris-versicolor
+64,4.9944784979694505,3.5327026357974907,1.4695137038262926,0.20774163587760727,Iris-setosa
+65,5.214290803877179,3.5030893519872217,1.4771333589990825,0.20277694827706658,Iris-setosa
+66,4.58142892216458,2.0,2.3907000520176345,0.2949957451010575,Iris-versicolor
+67,5.086053667607992,3.584936178485569,1.4045080636377936,0.20674501332057138,Iris-setosa
+68,4.585438791422459,2.0,3.79845654319998,0.2619066754469615,Iris-versicolor
+69,5.883863617901576,3.20367858097398,4.619363235574453,1.5375153956907899,Iris-versicolor
+70,6.585512202553517,3.0,4.74889229766209,1.4874772572257484,Iris-versicolor
+71,5.347970772537523,3.9,1.286627629295595,0.6767572005230269,Iris-setosa
+72,5.439836009052331,3.795069529385781,1.4961351765338247,0.23473065546675567,Iris-setosa
+73,5.121606366695991,2.0000488406547143,3.588939270016421,1.1044101075650554,Iris-versicolor
+74,5.324516507631435,3.4628675581782713,1.42743479851114,0.2429840877755796,Iris-setosa
+75,6.083459184113637,2.947203275947581,4.769294498317137,1.330342126227728,Iris-versicolor
+76,4.962299141979057,2.0,3.099264646650118,1.0037515147964802,Iris-versicolor
+77,7.7478000053267095,2.6169088362633257,6.9,2.3382433309473916,Iris-virginica
+78,6.58926952118249,3.0,5.436306411321873,2.048335286694423,Iris-virginica
+79,5.49738972002144,2.932728265204032,3.9032147463066202,1.3202292493483723,Iris-versicolor
+80,6.780123767019475,2.8611795973561125,4.7387982998235465,1.3987690805504194,Iris-versicolor
+81,6.268312537991996,2.321732987903345,4.355412553730112,1.3909990164110204,Iris-versicolor
+82,4.912596643738265,2.4055074872887943,3.2755391407027457,1.030250057570885,Iris-versicolor
+83,5.466332383358347,2.533018436685974,4.067765397173534,1.0313858050144908,Iris-versicolor
+84,5.027500056014632,3.152735532904236,1.4604193713665803,0.3386080895456618,Iris-setosa
+85,4.783087089978317,3.0,1.3566466840574258,0.1,Iris-setosa
+86,6.066574026927518,3.1809140811274568,4.65012997226678,1.5144894476039477,Iris-versicolor
+87,6.061885584058271,2.320753819040126,4.221000389095454,1.153621742703791,Iris-versicolor
+88,5.038347557640575,3.4436134856640277,1.3362299542651221,0.26652730414647297,Iris-setosa
+89,6.678557181388686,3.0074285187772407,5.658674196502519,2.022697927110706,Iris-virginica
+90,6.766013086712818,3.115976206740333,5.045573409473483,2.2584484487332825,Iris-virginica
+91,5.723879660531621,3.178853723179092,4.373119063858004,1.4953756420678932,Iris-versicolor
+92,5.588696297774732,2.68004362089544,4.410123006491894,1.2031024531004941,Iris-versicolor
+93,5.09433375499175,2.5008428668626674,3.4567431758551894,1.1469631807895122,Iris-versicolor
+94,7.803703222741762,2.8628626855506067,6.8251776545410205,2.066223568273731,Iris-virginica
+95,6.7083978158349185,3.363914238390884,5.661099059687563,2.5,Iris-virginica
+96,6.520280955460093,3.271732690086382,4.664376023691061,1.5601538769024113,Iris-versicolor
+97,6.533824235975967,3.2668331177867174,5.718336746584636,2.3669200723755606,Iris-virginica
+98,4.461895492042794,2.1612584181555285,1.2986314860246768,0.29663991852221927,Iris-setosa
+99,5.902084389347552,2.1522806388425675,4.83021955877461,1.4412685118664048,Iris-virginica
+100,7.675623997958917,2.6240927280295194,6.9,2.3116373104071646,Iris-virginica
+101,4.4000007534938685,3.0,1.3511466592520893,0.20411224041851656,Iris-setosa
+102,7.720215321553654,2.529435551640908,6.9,2.316665893756868,Iris-virginica
+103,5.240214978777285,3.6705434514729878,1.4390882384557657,0.23606395531482935,Iris-setosa
+104,5.305676976632738,2.5563889116147083,3.7874328597055626,1.2721461497229924,Iris-versicolor
+105,4.867133394493073,3.0,1.4207187387014704,0.1,Iris-setosa
+106,6.755966337132358,3.0,5.234201256281878,2.1840910643084803,Iris-virginica
+107,5.693862611609253,3.0,4.22766899843381,1.3718342866127695,Iris-versicolor
+108,7.748351418579133,2.8795831426915814,6.756075423954446,2.0584518805636955,Iris-virginica
+109,6.284906845702934,2.2946899908393563,4.300845736224617,1.2032777276675357,Iris-versicolor
+110,6.640906268001784,3.2380098276531184,5.6731737893976275,2.499999401834223,Iris-virginica
+111,5.211742293570702,3.6132804144716157,1.4165728099467807,0.21538683650811377,Iris-setosa
+112,6.47839804428531,3.0,5.954997892685927,2.2917877042405475,Iris-virginica
+113,4.985500592329685,3.2382107969355483,1.4860816831233732,0.2042741486056148,Iris-setosa
+114,4.566282065405968,2.65904734986736,1.3432079284640965,0.26882505430528203,Iris-setosa
+115,5.034080494382219,3.7030544787604343,1.4218084069466308,0.1892874251362963,Iris-setosa
+116,7.730198443007114,2.5458541112003057,6.9,2.286584878334282,Iris-virginica
+117,6.682218809765344,3.286264695737787,5.715308352513162,2.5,Iris-virginica
+118,6.056739597551275,2.564433513432151,4.516412251730043,1.098670827157916,Iris-versicolor
+119,6.592847242950941,3.2381145898996158,4.733647892090423,1.5306094239197698,Iris-versicolor

iris/tab_ddpm/0_3/12/test.csv

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

iris/tab_ddpm/0_3/12/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/12/val.csv

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

iris/tab_ddpm/0_3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.065768984967932,2.243841702218349,4.933793680453222,1.6492179873930648,Iris-virginica
+1,4.931752862418859,2.0,3.0814103011792593,0.6779863773414387,Iris-versicolor
+2,4.900559544588546,3.0,1.4354056550298797,0.22820016242036395,Iris-setosa
+3,6.66495415950161,3.265101351822382,5.688920939243199,2.499998710956844,Iris-virginica
+4,7.715474809440994,2.5414553324953326,6.9,2.3575646381255733,Iris-virginica
+5,5.040368456022636,2.0000031908905567,3.4834795710883304,1.0142788482582619,Iris-versicolor
+6,5.58438347431315,3.0,3.966734749444636,1.3674071681936415,Iris-versicolor
+7,5.558760198860108,3.9,1.3152852187752466,0.5790232782893638,Iris-setosa
+8,4.496089871861284,2.223435560953263,1.275434231369129,0.27900437395857763,Iris-setosa
+9,6.123724461438778,2.3139975670336312,5.1179790813231305,1.6165930333497838,Iris-virginica
+10,7.9,3.8086297671667095,6.3586513350304825,1.9401808397055973,Iris-virginica
+11,4.400302046508433,2.826086527504707,1.3665872888947215,0.2388384797481432,Iris-setosa
+12,6.680484156665589,3.0,5.674563432562245,1.9588200506314375,Iris-virginica
+13,4.624070139527747,3.602930543568488,1.000000901332474,0.2016929504610693,Iris-setosa
+14,6.167740884419443,2.528290773732749,4.285008504876131,1.1231349765332974,Iris-versicolor
+15,6.173282190146166,2.7320076081102562,4.6259236460117625,1.1908184318948007,Iris-versicolor
+16,5.902042767409602,2.870408332067408,5.290671761273332,1.822245671666176,Iris-virginica
+17,7.9,3.8177407279291327,6.349433925947629,1.9871413374999094,Iris-virginica
+18,4.400000458346974,3.1585585064771835,1.2840638538645306,0.19950420603556487,Iris-setosa
+19,7.69640641183077,2.6220290595630225,6.89999895623067,2.272987441581495,Iris-virginica
+20,7.694647296928731,2.6287720308174936,6.8999988135019645,2.298645536847307,Iris-virginica
+21,5.26657760912743,3.49010955924975,1.3959191036642622,0.22056286786226162,Iris-setosa
+22,4.793921437732991,3.0,1.4014153678700576,0.1,Iris-setosa
+23,6.71367649999505,3.096131260912431,4.7390484148884715,1.4799398507662322,Iris-versicolor
+24,6.4048302713381124,2.6136902980935086,4.453423652780357,1.3648924279475882,Iris-versicolor
+25,5.33233128344622,3.8999988973298927,1.319581361832492,0.48158762126580723,Iris-setosa
+26,6.795459872916092,3.1509119630482356,5.594662092185542,2.292378175001733,Iris-virginica
+27,5.1917459551716645,2.0002544479367663,3.4404065297631985,1.2138537133626714,Iris-versicolor
+28,5.775212553961262,2.8923990736410756,5.053982383691297,1.8652966358556973,Iris-virginica
+29,7.754151168806282,2.6017846351265215,6.899997741083208,2.3088270601847345,Iris-virginica
+30,6.768623920942596,3.0297740462011573,5.28915689240294,2.239038926518221,Iris-virginica
+31,5.437752579496914,3.8977123582681776,1.4447111748687702,0.4183616542971398,Iris-setosa
+32,6.150078657603714,2.9669738820768847,5.003610946962469,1.626100818641628,Iris-versicolor
+33,7.9,3.8033856088096467,6.36799998139022,1.9659346585232316,Iris-virginica
+34,7.655203814008584,2.6225529149107047,6.9,2.2957091485512984,Iris-virginica
+35,4.739783601083486,3.0,1.365612846944188,0.26967797187528497,Iris-setosa
+36,4.909714913223261,3.090089606171812,1.491226558163676,0.1,Iris-setosa
+37,7.899997077017238,3.7779488368459067,6.3433597814823806,1.8877052670938814,Iris-virginica
+38,6.11960031661537,3.3296196382611623,4.57201119284044,1.628831277268628,Iris-versicolor
+39,6.674474431599711,3.335464290231449,5.731576287007185,2.5,Iris-virginica
+40,4.809475066348331,3.0,1.3601171881888239,0.271184879159561,Iris-setosa
+41,5.167510459216221,3.7114444661967783,1.4612180512723374,0.24009234628571646,Iris-setosa
+42,4.999600132010162,3.1004714141248875,1.419514411683347,0.21833992501566046,Iris-setosa
+43,7.746465118714374,2.600049559869702,6.9,2.3154382730651535,Iris-virginica
+44,4.566695818645479,3.613529177082377,1.0,0.20792482964381542,Iris-setosa
+45,4.40000068870427,3.1828603199386594,1.2799036273268862,0.2095255380211929,Iris-setosa
+46,6.141168155410329,2.624674522945842,5.643559617786574,1.4572926392898982,Iris-virginica
+47,4.590712912962055,3.591949781834237,1.0,0.2024669044793394,Iris-setosa
+48,7.710275960715331,2.629486293744264,6.9,2.3117032413475114,Iris-virginica
+49,4.673661427409318,3.4273148338518906,1.412623257670467,0.23237160428580872,Iris-setosa
+50,5.41280469943447,3.9,1.3212466144372679,0.5550812474562683,Iris-setosa
+51,6.4921121938101845,3.1944401038964436,5.211089733504226,1.9644556270701568,Iris-virginica
+52,4.929494019409168,2.0,3.6679334761589266,0.9221465672153495,Iris-versicolor
+53,5.443232835461821,3.6871448119769004,1.9588387197230823,0.23801246574611026,Iris-setosa
+54,6.648079361166099,2.9936625794479754,5.58566818141259,2.0186812005264017,Iris-virginica
+55,6.699283762821673,3.2815787178653353,5.653010380339258,2.156707462314612,Iris-virginica
+56,5.8849796821167555,2.9114120438312243,4.335757614669528,1.3562009112567708,Iris-versicolor
+57,7.6609536835632905,2.5618961734100916,6.899998513931726,2.301102851096284,Iris-virginica
+58,6.7147112105375175,3.145671880956471,5.548281599861267,2.023788103576837,Iris-virginica
+59,4.858218459140647,3.0,1.4300708191578664,0.24909257427116574,Iris-setosa
+60,5.934320341080195,2.50733682709134,5.100981660422819,1.7515401932815078,Iris-virginica
+61,7.726798231810114,2.6227633576549536,6.9,2.3090319644311394,Iris-virginica
+62,6.728597973523669,3.0,5.6804607897327974,1.9614622449574792,Iris-virginica
+63,5.03876628660213,3.7875322546799635,1.4937240216605885,0.2192110439499351,Iris-setosa
+64,7.720953886514721,2.7594621432310054,6.758865043242375,2.02137034070684,Iris-virginica
+65,5.230532795184352,3.8005759791336344,1.8061097486120723,0.21387940056220262,Iris-setosa
+66,7.748538199635408,2.5589647975135157,6.9,2.3482893394148974,Iris-virginica
+67,4.400000442673556,2.9164368344097324,1.376952846702495,0.18814240093260542,Iris-setosa
+68,5.451373551380317,3.9,1.3319835185525029,0.6627828699242662,Iris-setosa
+69,5.604868776765381,2.677351715170384,4.195562266697113,1.3275652037676355,Iris-versicolor
+70,4.400001315216999,3.0,1.381296465081598,0.22118572477608545,Iris-setosa
+71,5.947827127257218,2.2163762868906236,4.998511056076803,1.5120355262261387,Iris-virginica
+72,5.018887781763178,3.4745197229246085,1.4174543677423117,0.21373024889019032,Iris-setosa
+73,5.980141143462751,3.0,4.409440661775718,1.3574120304141557,Iris-versicolor
+74,4.790767427802112,3.0,1.4149224553347342,0.10000012122028529,Iris-setosa
+75,7.777520660374056,2.587516370357594,6.9,2.313739079487493,Iris-virginica
+76,4.473868700734489,3.210891643463599,1.310454326738218,0.3583177309638521,Iris-setosa
+77,4.4006079034590115,3.0,1.3909173227410627,0.2840148504004184,Iris-setosa
+78,6.2461775242358915,2.483200515761469,4.991168310861168,1.4884205613962207,Iris-versicolor
+79,6.4858062397503335,3.4116885377306563,5.663362957977124,2.3274518386064424,Iris-virginica
+80,6.201162920635952,2.5408890796545247,5.394141746453029,1.6265655111572341,Iris-virginica
+81,5.033456923071161,3.1118081620034554,1.4135959579325557,0.18926296571801116,Iris-setosa
+82,4.585637602512468,2.7274530995581547,1.295880130694596,0.2975084569325344,Iris-setosa
+83,5.016024191036594,2.4617354997434577,3.5141037287335464,1.1200501566591836,Iris-versicolor
+84,6.712641794801159,3.303532013292375,5.681881827531701,2.5,Iris-virginica
+85,6.931999711638135,3.0738490271402026,5.368500059729452,2.283619766446956,Iris-virginica
+86,4.837054337023348,3.3832003061907723,1.4292386503021555,0.25745253390630707,Iris-setosa
+87,6.8433142200041805,2.973958921558388,6.00502953580909,1.8027601374571236,Iris-virginica
+88,6.6515068341420545,3.2714293952704785,5.7175664428184385,2.5,Iris-virginica
+89,7.010072459462279,3.065746951039748,5.775511100354279,2.2511243150234623,Iris-virginica
+90,4.602885412072007,2.0,3.632614447363026,0.2701877404765919,Iris-versicolor
+91,6.346209368147563,2.758918119783303,5.387473277334029,1.8970075955736048,Iris-virginica
+92,7.650082896197004,2.627965764110159,6.89999806114532,2.296341371741192,Iris-virginica
+93,6.771126665547124,3.3949289420627617,5.728031948989772,2.5,Iris-virginica
+94,5.842669913538222,2.901112966844876,4.178849653377755,1.165341301743696,Iris-versicolor
+95,7.7215208986854424,2.5690412458936174,6.9,2.3377234489947214,Iris-virginica
+96,7.9,3.8271776223939957,6.470722279139436,2.0564464594510596,Iris-virginica
+97,7.610048447464915,3.0,6.626067051698436,2.133554234334519,Iris-virginica
+98,4.9631152460655485,2.467203763224639,3.035204819417733,1.0741112603166474,Iris-versicolor
+99,7.756702347970987,2.665115595954609,6.9,2.319783373095916,Iris-virginica
+100,6.707754064660431,3.355674495428926,5.732777685536743,2.5,Iris-virginica
+101,5.962452296959554,3.3480006753295117,4.558465393462779,1.5301711099847841,Iris-versicolor
+102,6.735837431173654,3.415034304549624,5.718354998083226,2.5,Iris-virginica
+103,5.93919694022352,3.4077439185524288,4.416241276800651,1.5736055750913347,Iris-versicolor
+104,7.7703750433091905,2.932015036046392,6.739767009330743,2.0559606400792267,Iris-virginica
+105,4.794142425459726,3.0,1.3728795729077614,0.2947735504217769,Iris-setosa
+106,7.100125427316057,3.08716757830449,5.748300164522179,2.245685823636032,Iris-virginica
+107,5.188723058533684,2.5106277611320182,3.7141994969345276,1.210322509356637,Iris-versicolor
+108,7.74563882137742,2.5321617955441464,6.9,2.3002682168153967,Iris-virginica
+109,6.048559033820869,2.9013561327265163,4.31253300516253,1.4525230824761117,Iris-versicolor
+110,6.7507618917952845,3.0,6.195108342647405,2.2590006151557267,Iris-virginica
+111,6.982148218517234,3.083441466463737,5.3033375284780755,2.267507293849102,Iris-virginica
+112,5.6691790920050495,2.9499111207850794,3.7268262495907307,1.3185278899119008,Iris-versicolor
+113,5.648695040856253,2.724406328847898,3.8238651171566067,0.8717589939016983,Iris-versicolor
+114,5.776794072898252,2.94259440572662,4.6187701941364105,1.3572907338083624,Iris-versicolor
+115,5.080218642789192,3.5031156395509404,1.4017374126108637,0.29312902641248384,Iris-setosa
+116,4.9277136666088905,3.105589935839276,1.9752614497275522,0.1,Iris-setosa
+117,7.9,3.815095251521042,6.4943214732360595,1.9066923454687017,Iris-virginica
+118,5.958179297407749,2.6959451690598675,4.931258850204549,1.4846824360092679,Iris-versicolor
+119,7.77020712022264,2.5927757321840565,6.899998982183554,2.2627675414619617,Iris-virginica

iris/tab_ddpm/0_3/13/test.csv

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

iris/tab_ddpm/0_3/13/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/13/val.csv

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

iris/tab_ddpm/0_3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.530096972772224,2.438587528121253,3.7027609807135766,0.962168571972831,Iris-versicolor
+1,6.214271415253751,2.8430266241892252,4.254670610947889,1.1417151383161184,Iris-versicolor
+2,5.776092529587725,2.7695418102803426,4.546537731389337,1.1766105728472962,Iris-versicolor
+3,4.9742644056945196,2.0,2.7947592241368504,0.9429315390382906,Iris-versicolor
+4,5.428782265807638,2.86464922828682,3.4443732224280175,1.3861754910977488,Iris-versicolor
+5,4.619539045455271,3.6311510196522274,1.0,0.19925408343305717,Iris-setosa
+6,6.630774882829167,3.0291735927039865,5.658024371473778,1.9339520609189826,Iris-virginica
+7,6.315152937235252,2.912800859540957,5.534007606334797,1.681549903378575,Iris-virginica
+8,4.400551426920034,2.0,1.4263521003906017,0.11850050032637756,Iris-setosa
+9,5.027658898582477,3.449569684393822,1.4093128957249215,0.22786125167767882,Iris-setosa
+10,5.726909158811504,2.746253482965276,4.4836020283078035,1.2760555377302651,Iris-versicolor
+11,7.9,3.819396528611273,6.397203592417853,1.9214198126750226,Iris-virginica
+12,5.751272496360453,2.9450120767495767,4.22069623988132,1.2310525825919478,Iris-versicolor
+13,4.63765355225369,3.624753868802657,1.0000022417951235,0.20574972842654993,Iris-setosa
+14,5.189849175107237,2.5032053044048905,3.5734243148681606,1.023032816677807,Iris-versicolor
+15,4.4,2.8490503489895653,1.4007568280877953,0.18727260844616844,Iris-setosa
+16,7.558384546320449,2.932025316248858,6.542445270810634,1.9424567284768635,Iris-virginica
+17,5.745910517309987,3.152358684365768,4.222062088142539,1.422710268899113,Iris-versicolor
+18,6.626887711746455,3.1651618277768665,4.907270195318818,2.0935500918029937,Iris-virginica
+19,7.135929169311111,3.0,6.19374140045451,2.033058705207985,Iris-virginica
+20,6.707107319156557,3.3185147932665626,5.691570396389592,2.212611312666779,Iris-virginica
+21,5.038972120803587,2.396682471851446,3.3079363880363317,1.0433363257441075,Iris-versicolor
+22,4.614859988358759,2.0,2.733426827879022,0.2675517296273613,Iris-versicolor
+23,7.178954690254614,3.0,4.825772005683515,1.4955811302226598,Iris-versicolor
+24,5.366557819301844,3.4701529882574422,2.199207885107723,0.4805704380272892,Iris-setosa
+25,6.38739465078463,2.329647372957551,4.619295621186731,1.3917439678894061,Iris-versicolor
+26,6.66696892349992,3.2243632978033623,5.6241179059763855,2.158240472764236,Iris-virginica
+27,5.81764001845003,2.8420170291127844,4.917030175962069,1.5251817523159374,Iris-versicolor
+28,6.7457726672428855,3.209408397890133,5.871004969263281,2.281910839305552,Iris-virginica
+29,6.057022542969213,2.7786712521084347,4.855775466284714,1.2827988106008226,Iris-versicolor
+30,6.059708377443723,2.6277390468851753,4.846075502686304,1.5404431533359746,Iris-versicolor
+31,6.553872649517858,2.3885180499078893,5.683792135961937,1.7417124223172196,Iris-virginica
+32,7.708388984995767,2.5880162900841257,6.9,2.2769184584977493,Iris-virginica
+33,6.373069717307676,2.83670669038585,5.355827602216998,1.7779641871482519,Iris-virginica
+34,4.766117251140172,3.2407451785255836,1.4137260132663303,0.2666317148620894,Iris-setosa
+35,6.342034607933828,2.312200644692084,4.389326273027409,1.3087148899416012,Iris-versicolor
+36,6.320454167885244,3.2777704723854817,4.716112865268845,1.576686616312399,Iris-versicolor
+37,6.6834486249943845,2.7859601047440736,4.751740242575731,1.45113554750879,Iris-versicolor
+38,7.014192480099676,3.13524812872611,5.849381124782572,2.256012508537742,Iris-virginica
+39,7.624616015875744,2.6221492929534835,6.899994849367146,2.330386333694342,Iris-virginica
+40,4.704438017250384,3.5802642407348912,1.0000018322597408,0.20350351905735992,Iris-setosa
+41,6.892834437299465,2.906937845103631,6.1243061238745735,1.706837047194457,Iris-virginica
+42,5.009680601403635,3.530495868304609,1.9215445959652206,0.2038472169467443,Iris-setosa
+43,6.364126253936301,2.576958545647662,5.720612645129265,1.522449134906511,Iris-virginica
+44,5.5065166472759275,3.809014763792874,1.9415867011148387,0.2934851693760949,Iris-setosa
+45,5.493367118748456,2.5803013897648492,4.308520973522814,1.0797508580232626,Iris-versicolor
+46,5.54003070330716,2.6018314396841884,4.427904967873371,1.1821630161300578,Iris-versicolor
+47,7.716705481338671,2.592792638923329,6.9,2.283194421185546,Iris-virginica
+48,6.730291304429376,3.3012654771927927,5.721904220748903,2.5,Iris-virginica
+49,5.056686941560458,2.000014685095661,3.3350170988568837,1.1110993776658666,Iris-versicolor
+50,4.769871132659101,3.0,1.3815000938572883,0.1,Iris-setosa
+51,5.290511437589377,3.9,1.2523539713926015,0.6153964395440887,Iris-setosa
+52,5.057869115664403,2.4676171561107694,3.711798971864047,0.9821158888541044,Iris-versicolor
+53,6.1507413980789245,2.849887032397936,4.310936454853235,1.1206386010011764,Iris-versicolor
+54,4.91091187226141,3.6082654530722555,1.4160711269762472,0.2389242589475149,Iris-setosa
+55,4.974898151711401,3.6521236746506287,1.4561440005639557,0.22844408793852772,Iris-setosa
+56,5.901824434106979,2.6047007049718682,4.361489798834432,0.9572183510830279,Iris-versicolor
+57,7.69847907816049,2.781151644422423,6.71141590839227,2.0389998201621147,Iris-virginica
+58,5.038694653506232,3.4290329057990325,1.402989587834838,0.18579674191106832,Iris-setosa
+59,5.372498109676474,3.41978555175034,2.1026924398024582,0.2931753576831339,Iris-setosa
+60,6.714753376222864,2.9668320161320545,5.746077093109596,1.7841182240272533,Iris-virginica
+61,6.006254310625413,2.920344683710965,5.3229027573181416,1.8061667042161624,Iris-virginica
+62,6.775323613765175,3.0,4.7201094348911,1.4423487164046755,Iris-versicolor
+63,5.623269088539528,2.9211842613604566,4.446796955566622,1.5385293753763198,Iris-versicolor
+64,6.080304963132888,3.380345320532169,4.489774684298774,1.6215534395061997,Iris-versicolor
+65,5.871297667308052,2.5770973599955806,4.278685300517822,1.0300926326714583,Iris-versicolor
+66,7.635700095697372,2.6075525755000513,6.9,2.3084151655037677,Iris-virginica
+67,6.745027911284943,3.1366047809561035,5.58845513146266,2.10589470742925,Iris-virginica
+68,5.6325752382150664,2.5129298318203155,4.2627261471610165,1.2290258698417242,Iris-versicolor
+69,5.843376521510355,2.7438879391120863,4.354255629472082,1.1689878529994635,Iris-versicolor
+70,7.666356011233949,2.5977539486884456,6.8999989077956485,2.2946413059225876,Iris-virginica
+71,5.948591240958507,2.253947483490363,4.2638662497542885,1.3254186718382175,Iris-versicolor
+72,4.4690670363114275,2.0,1.4794712798362748,0.2609565206217812,Iris-versicolor
+73,6.285232156152801,2.943102002540802,4.613500994128783,1.3536431573999421,Iris-versicolor
+74,7.7781154470409035,2.936215364091243,6.756362315829953,2.107153234272946,Iris-virginica
+75,5.061448382219507,2.5023936949250642,2.661812477019872,1.104181142425915,Iris-versicolor
+76,4.457191483528238,2.1692208522958425,1.343466315023377,0.274400764298798,Iris-setosa
+77,5.002034286127605,3.497885949082819,1.3730839011297498,0.21385244329612244,Iris-setosa
+78,4.7629158488135035,3.0,1.415784886836555,0.1,Iris-setosa
+79,6.861225922903932,3.084856218077125,5.779928510643305,2.223474748104249,Iris-virginica
+80,5.071339859828475,3.7934768568581108,1.4811821356102475,0.20943299439046886,Iris-setosa
+81,4.5824277765095935,3.6071342016626167,1.0,0.2073516430788229,Iris-setosa
+82,5.439009079018677,2.6610992019031445,3.707567605533513,1.210265756551408,Iris-versicolor
+83,6.292967088895368,3.0,5.3297539198656,1.7760827827368333,Iris-virginica
+84,5.131495902991165,3.759356702353574,2.185456164494606,0.21370939563441194,Iris-setosa
+85,5.967493171385332,3.3012413286653626,4.425449526193229,1.568929949535151,Iris-versicolor
+86,6.110853910436563,2.6233462664288365,4.859771390398957,1.4910866224620658,Iris-versicolor
+87,4.90560476183603,3.0,1.3961861816730423,0.1,Iris-setosa
+88,4.4,2.9753737553264332,1.3864342907325211,0.2160088127247455,Iris-setosa
+89,5.847906777020318,3.0,4.419913190928391,1.5742274930010636,Iris-versicolor
+90,6.103287698148783,2.2380753667298694,4.805227535941419,1.564288289626207,Iris-virginica
+91,7.9,3.850949875459546,6.514094257157208,1.976595631052,Iris-virginica
+92,5.569471697412893,2.589311060091672,3.976233816117293,1.186566283058414,Iris-versicolor
+93,4.6982145670463265,3.4587573760934207,1.4042061399672,0.288741491132798,Iris-setosa
+94,6.043712128563817,3.1014270614934656,4.5437718617956415,1.5153618646138307,Iris-versicolor
+95,5.156750947648619,3.4976750271175328,1.6359613669963406,0.24103634790281547,Iris-setosa
+96,6.24655799802532,2.1917584956564244,4.487398708168811,1.4785515904007378,Iris-versicolor
+97,6.1904595485977,3.161009864701742,5.4125556818379925,2.0702355209188608,Iris-virginica
+98,6.073634937212085,2.5698649124331365,5.0426396606918855,1.4926163409021609,Iris-versicolor
+99,7.28807438577721,2.870623290700093,6.275121590994162,1.7921356692638475,Iris-virginica
+100,4.903167429754872,3.117282518807789,1.6645533502911698,0.1,Iris-setosa
+101,5.260500630191861,3.735604285270805,1.6739549482754874,0.2802856809486923,Iris-setosa
+102,5.355067929176744,3.8999991910275327,1.2987211426748875,0.29889132156638065,Iris-setosa
+103,5.8911353081757944,3.1728186248731394,4.407742363219031,1.4494098959500654,Iris-versicolor
+104,6.681259917615834,3.3306012993848246,5.611441255874747,2.5,Iris-virginica
+105,6.719976275182564,3.0,5.519266795562588,2.1075008932133854,Iris-virginica
+106,4.400000509949969,2.8363373532851934,1.327414548822852,0.1979747985406393,Iris-setosa
+107,5.3594030616875195,3.9,1.2909315285678962,0.34403227930893854,Iris-setosa
+108,5.5434664680925065,2.6199583970248956,3.8281011691227853,1.1980888243714123,Iris-versicolor
+109,5.870251551754309,3.263384512837541,4.532401945518105,1.5892595830142837,Iris-versicolor
+110,6.109746531114769,2.9344577711015045,4.208162511788966,1.1846683516747403,Iris-versicolor
+111,7.396038708661334,2.9355130904404234,6.551527147014453,2.043919088863924,Iris-virginica
+112,6.958583425859784,3.0,5.6167387048988315,2.0638125670185516,Iris-virginica
+113,4.863121770753023,3.4890153293498543,1.433948944612565,0.2489176922588288,Iris-setosa
+114,5.069266954584112,3.661229846798073,1.4154198267344356,0.2192719547790891,Iris-setosa
+115,4.962826660592222,2.5291417046491707,3.156102317814578,1.207552024300853,Iris-versicolor
+116,4.794338207572207,3.343565679287962,1.470090900962132,0.27487552617929456,Iris-setosa
+117,5.2808922657835025,3.9,1.2477565441298626,0.45733769010201725,Iris-setosa
+118,7.727069478979198,2.592760390298926,6.9,2.332227479709076,Iris-virginica
+119,7.899995255049252,3.732155605671825,6.258824742082699,2.0424014050015122,Iris-virginica

iris/tab_ddpm/0_3/14/test.csv

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

iris/tab_ddpm/0_3/14/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/14/val.csv

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

iris/tab_ddpm/0_3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.680858350224727,2.7561421614630635,4.447772020412387,1.2153378387314788,Iris-versicolor
+1,5.730042954990308,2.883709820848506,3.965029818842088,1.2633738923262663,Iris-versicolor
+2,5.8113058417794745,2.9469862122836816,4.451016157762124,1.3267340405332193,Iris-versicolor
+3,4.969181687948318,2.0,3.656715375637937,0.7755754349296116,Iris-versicolor
+4,4.750246896684451,3.0,1.3129541818233315,0.10000012086182813,Iris-setosa
+5,5.6678756145646245,2.6955174744551353,4.429731819663731,1.3678033513376475,Iris-versicolor
+6,6.1291635464673195,2.9873088950630455,4.794829099197893,1.56418319508716,Iris-versicolor
+7,6.082117407251751,2.172282177213602,4.39041997723709,1.4282216419695304,Iris-versicolor
+8,7.9,3.8350934237857177,6.39069770412047,1.971623440614953,Iris-virginica
+9,7.710195994825363,2.592925380739673,6.9,2.312028733879582,Iris-virginica
+10,5.747046173865821,3.0316438171946323,4.46149894300178,1.527433631844666,Iris-versicolor
+11,6.658612549852994,3.2902116396736014,5.675749001260762,2.5,Iris-virginica
+12,4.847433329330578,3.024292209526087,1.4527891875564745,0.1,Iris-setosa
+13,7.108700413413631,3.0680270677267854,6.147109785466604,2.1618446715923443,Iris-virginica
+14,7.899998105477464,3.761721791900291,6.448761357851003,1.940610812566716,Iris-virginica
+15,4.989397355417361,3.5557867777361514,1.3093146209340083,0.2203939594152242,Iris-setosa
+16,4.980664762022535,2.0,3.4994373571502084,0.7761288789190867,Iris-versicolor
+17,5.632851980073418,2.7438049528785844,3.5272563056082586,1.1833225369425766,Iris-versicolor
+18,6.766340169269361,3.254596814487924,5.737164624892105,2.5,Iris-virginica
+19,4.8459604902342885,3.0,1.4152347079036496,0.10000010939996912,Iris-setosa
+20,5.51668806776645,3.603413637710525,1.839958755364806,0.6107814002877334,Iris-setosa
+21,5.951443616485746,2.7370052203230473,5.022115237872957,1.6040900072009965,Iris-versicolor
+22,4.675062255405078,2.0,1.4750126824399428,0.3222595227983781,Iris-versicolor
+23,6.627381401917186,3.138650036226963,4.700991455134788,1.5270319396216323,Iris-versicolor
+24,6.071146348907467,2.6649582995722496,5.5129619310231295,1.6565255185676218,Iris-virginica
+25,6.00915770059889,2.2686435923194015,4.067034431498177,1.2215037674450568,Iris-versicolor
+26,4.799487024368441,3.386164785323771,1.4901294500555935,0.18841355978534136,Iris-setosa
+27,5.859166010567222,3.1372362159503933,4.644372492286423,1.542078483143948,Iris-versicolor
+28,6.745438341420513,3.2604157644300167,5.6977184793230915,2.5,Iris-virginica
+29,5.630161508210149,3.0782146349423805,4.246297229720668,1.604443302989884,Iris-versicolor
+30,6.785305541566941,2.943686483680906,4.7394593455716025,1.4014968880702214,Iris-versicolor
+31,4.508526557663797,2.4179120489611754,1.3308422814306653,0.460076084708631,Iris-setosa
+32,5.194342283443905,3.8512525203345858,1.4731995831214952,0.26302144853620896,Iris-setosa
+33,4.881158526733615,3.1144861129671146,1.4736798199694379,0.100000230295335,Iris-setosa
+34,6.389900207565685,2.347540036312652,5.47658582689672,1.7841776677372707,Iris-virginica
+35,4.602925900605771,3.5929828681445173,1.0000005786836133,0.19642287507129552,Iris-setosa
+36,5.057413152091387,3.488827369234577,1.3085221820497184,0.21623506447132798,Iris-setosa
+37,7.140232093194595,3.0,6.065668566345758,1.9753287358438303,Iris-virginica
+38,5.075337085107421,2.6285029869227095,4.012189465709198,1.4251869854788863,Iris-versicolor
+39,7.675092215110486,2.59254248556429,6.899998272605206,2.292139016462621,Iris-virginica
+40,4.864474595123803,3.0,1.3599430430790562,0.22920850274120522,Iris-setosa
+41,4.5567331005845,2.0,2.96062392048289,0.2927696569928832,Iris-versicolor
+42,5.888089203153754,3.0965907629919713,4.5447915961932175,1.4295609576270554,Iris-versicolor
+43,7.9,3.8092844913882136,6.4001576240125155,1.9647165597305134,Iris-virginica
+44,6.597589719465071,2.5381269689742383,5.799838374499158,1.7395879326186878,Iris-virginica
+45,7.9,3.807155847610212,6.323867029883352,2.0029033890402057,Iris-virginica
+46,6.0939276091257515,2.914551313849453,4.032877560690714,1.2894994302808462,Iris-versicolor
+47,6.091824198888163,3.409894501591826,5.562141383950081,2.3851659537405663,Iris-virginica
+48,6.318122199222381,3.1681808649110503,4.467632850506934,1.5170398689593196,Iris-versicolor
+49,4.983094789457163,2.0,3.5296894523397855,0.9325532229182893,Iris-versicolor
+50,7.664733969465743,2.6164517293496954,6.9,2.310884719597886,Iris-virginica
+51,5.156915104729492,2.4726997251954383,3.5678087768528433,1.1308642873366954,Iris-versicolor
+52,5.35728994242135,3.432776172696449,1.4190104559143843,0.21241899593868224,Iris-setosa
+53,6.688961099101619,3.3376375528254343,5.7633021618374,2.5,Iris-virginica
+54,5.359271775466976,3.9,1.22296802752852,0.37363329957523006,Iris-setosa
+55,4.847532031063186,3.4422022693571965,1.4131908304295673,0.28013875823545054,Iris-setosa
+56,6.489476300895776,3.102131293066342,4.617184524985513,1.4791831424874384,Iris-versicolor
+57,5.398205050694806,3.452147996189867,1.8175400480839032,0.2072158492932002,Iris-setosa
+58,5.971241647597888,2.509880310353884,4.388790707761588,1.3385321423759255,Iris-versicolor
+59,6.878168849229476,3.131674524598848,5.477674056607791,2.3324410517716982,Iris-virginica
+60,6.169058190646563,2.3215375063383075,4.45697988418657,1.3824840955856674,Iris-versicolor
+61,5.035665433979105,3.499158929269176,1.4448411499049276,0.1876697628390669,Iris-setosa
+62,7.670954604911362,2.66846181316593,6.9,2.3051056010337563,Iris-virginica
+63,6.788510383243643,3.189479706832639,5.781081345829507,2.2963740413157527,Iris-virginica
+64,6.029818239448266,2.2479374003919017,5.224029286485427,1.4928524667121577,Iris-virginica
+65,7.675068926160649,2.589928107432639,6.899996971636954,2.2957967660274425,Iris-virginica
+66,7.780982161766002,2.944631810356766,6.767636274162145,2.049785818998344,Iris-virginica
+67,6.368833175193113,3.1673248863178687,5.1074785423434355,1.917926739746767,Iris-virginica
+68,5.5008249249730214,3.3477510480646044,1.9993178228155442,0.18701429472884612,Iris-setosa
+69,5.7779957364330095,3.0,4.328996920087103,1.4053522402265,Iris-versicolor
+70,5.972826449464553,3.0,4.290886034025509,1.3498578695227381,Iris-versicolor
+71,6.1117748672939785,2.5587599306336704,5.103911534197149,1.5298912706129373,Iris-versicolor
+72,6.743674291576596,3.3203620070624327,5.734782671365897,2.5,Iris-virginica
+73,6.155917169275836,2.306415594043566,4.50400503769824,1.4231728031472082,Iris-versicolor
+74,7.9,3.8221808572666007,6.336316032112801,2.037993769039229,Iris-virginica
+75,6.722328393317148,3.30843207492764,5.689231192490896,2.499998644040301,Iris-virginica
+76,4.4,3.220700571655059,1.317460170972907,0.2064528937135785,Iris-setosa
+77,5.8581543134121725,3.263635192039101,4.419501571004862,1.5129665057358324,Iris-versicolor
+78,7.502229661441621,2.842478513747844,6.58962328628173,2.00108252695266,Iris-virginica
+79,6.690073737866273,3.0,4.458123172729645,1.4613427980117748,Iris-versicolor
+80,4.645557918647383,2.0,2.454103563849114,0.2709021576428162,Iris-versicolor
+81,7.11898757552115,2.585733122952808,6.298792500626577,1.876902965708741,Iris-virginica
+82,6.727172065933719,3.0,5.566911944348664,1.997086222794769,Iris-virginica
+83,6.270016750745674,2.2181829460758262,4.4746510805948745,1.4688452735496247,Iris-versicolor
+84,5.70418163407825,3.0195360974409766,4.506603170240394,1.4469371914499485,Iris-versicolor
+85,7.9,3.832086823403677,6.505678066339692,1.9513765447008025,Iris-virginica
+86,7.9,3.8145078858107966,6.385238519839835,2.008738589903878,Iris-virginica
+87,5.3589845181833065,3.89999949743006,1.2370250875747586,0.29686605888163864,Iris-setosa
+88,7.596915661250461,2.8734001752759792,6.578548132146437,1.9433289488012018,Iris-virginica
+89,6.0898042915599,2.7603754818892945,4.9813298965913875,1.5661410280807824,Iris-versicolor
+90,6.450796878843054,3.0,4.476073009071876,1.4526305303278362,Iris-versicolor
+91,7.720854999078752,2.571629305174829,6.9,2.279532011335831,Iris-virginica
+92,5.461592921449839,3.7548205577555667,1.490610653474278,0.2700370097488423,Iris-setosa
+93,7.687052682499387,2.639208866047033,6.899998862461233,2.3355433058026764,Iris-virginica
+94,4.594960981562441,3.6319228307463325,1.0000007056174995,0.1957514887018485,Iris-setosa
+95,5.426229858767524,3.9,1.3047958810138587,0.3929658831058196,Iris-setosa
+96,4.972650560491367,3.4640400149793353,1.3302937780646857,0.2179943233522022,Iris-setosa
+97,6.134300779809349,2.401531592103276,4.483617982710738,1.4576586618427954,Iris-versicolor
+98,5.420611649904871,3.9,1.2938963925935312,0.5378506681104275,Iris-setosa
+99,4.760272450709496,3.0965343245109596,1.437833398912915,0.28387000325200396,Iris-setosa
+100,6.93968666020494,3.0,5.502838200723079,2.1004487665895533,Iris-virginica
+101,5.897960775539603,2.700578145537914,4.07115984598547,1.1588917747364713,Iris-versicolor
+102,4.596511541117273,2.0,3.623263604901928,0.2524971973290577,Iris-versicolor
+103,5.562745646748933,2.9221585724466745,4.390787779926462,1.381743739925456,Iris-versicolor
+104,5.184459031092897,3.792906379948234,1.7083367123476285,0.1943542940633261,Iris-setosa
+105,6.323612320297143,2.6178995837636543,5.114681023052491,1.53001435313208,Iris-versicolor
+106,6.666126791541172,3.29622027123325,5.746863290590514,2.3401873255737864,Iris-virginica
+107,4.577202954448097,3.6527738691473584,1.0,0.20380820833134292,Iris-setosa
+108,4.681200600858492,2.0,2.7246004801651207,0.5474759017861245,Iris-versicolor
+109,6.7818307860186575,3.146440774515828,5.64569200778614,2.3045172481398075,Iris-virginica
+110,6.367510774498808,2.7298353981592003,4.290919072453576,1.1811364459922888,Iris-versicolor
+111,7.721079029762784,2.6074356083423784,6.9,2.335547677104401,Iris-virginica
+112,6.155849594693983,2.364637375821555,4.756969503735656,1.5311882605145377,Iris-versicolor
+113,6.173580183928407,3.4255367054530135,4.6831044652313825,1.6522988432723633,Iris-versicolor
+114,5.525894769000033,2.519356244402942,4.2915497952644985,1.0195043191678248,Iris-versicolor
+115,5.473683736942734,2.233457128954364,3.612555837042942,0.9801320002205107,Iris-versicolor
+116,7.740302851960038,2.535906043904015,6.9,2.337486920547432,Iris-virginica
+117,6.707113541306036,3.3022495725993233,5.7532563488611475,2.5,Iris-virginica
+118,5.179616684646464,3.486642969608176,1.9548207183426252,0.7336635602142201,Iris-setosa
+119,4.518040483423285,2.44205875422478,1.3517387825609153,0.3388976242263181,Iris-setosa

iris/tab_ddpm/0_3/15/test.csv

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

iris/tab_ddpm/0_3/15/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/15/val.csv

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

iris/tab_ddpm/0_3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.71604704944963,2.913319959757808,1.3419954901801165,0.19848264744925948,Iris-setosa
+1,5.848658059709895,3.0019191373271448,4.613354844606627,1.4910940928997993,Iris-versicolor
+2,6.880872433044089,3.170617052678395,5.780212825462905,2.3012180489589493,Iris-virginica
+3,6.239116330684684,3.0,4.332997579117596,1.4546110082198995,Iris-versicolor
+4,6.686657553934552,3.2645527875682023,5.724563996243196,2.5,Iris-virginica
+5,6.696171015103242,3.3156483704588022,5.698734023862854,2.5,Iris-virginica
+6,6.6144342684289015,3.107904307258226,4.639145191657713,1.4915046288132006,Iris-versicolor
+7,5.633792081185818,2.263710126574882,4.0146166969651,1.1470195772811727,Iris-versicolor
+8,4.836881213808998,3.441618798651956,1.423084847180487,0.6888726236549149,Iris-setosa
+9,4.832946821936892,3.0,1.4224692152840124,0.10000009073266815,Iris-setosa
+10,5.120068193386698,2.468807594731522,3.1489516028992632,1.0378621708156544,Iris-versicolor
+11,7.9,3.808544584161612,6.357858275954204,1.9817969317419697,Iris-virginica
+12,5.813602886567512,2.9178546002914487,5.081041904155108,1.8346614682425075,Iris-virginica
+13,5.542795182621322,3.0,4.357745910098351,1.435939974857453,Iris-versicolor
+14,5.002738785479084,2.330865217679969,3.09385254027735,0.8525597533030538,Iris-versicolor
+15,4.930367336929993,3.3952930359452913,1.4391280933104789,0.2192085754531002,Iris-setosa
+16,5.481369792574855,2.903816183759522,3.641429537706863,1.3274206954738357,Iris-versicolor
+17,6.436159238990711,3.0,5.515004478594335,1.8163238664232486,Iris-virginica
+18,5.509464097345753,2.6198426349636845,3.7605960508277594,1.1799168928727086,Iris-versicolor
+19,4.4,3.1337378037639145,1.3057738779845605,0.18965916879329386,Iris-setosa
+20,6.055185317230457,2.334724984033067,4.214794957144523,1.352273939471248,Iris-versicolor
+21,5.021157455851966,2.402894135090931,3.5159405089915956,0.9499244958245303,Iris-versicolor
+22,5.123278226843216,3.4809096461034366,1.5486846931863458,0.5426564800937236,Iris-setosa
+23,6.197328550898594,2.7409580841015413,5.55330946933826,1.8148229284075441,Iris-virginica
+24,5.460871857738786,3.6927216939173184,1.4903613140999719,0.20929646224931703,Iris-setosa
+25,6.039683516322625,2.6794459919421842,4.469187555712064,1.4930350392905507,Iris-versicolor
+26,4.4,3.3001670116458106,1.2610427034049205,0.19504767685417057,Iris-setosa
+27,6.619673070529533,2.981795799207886,4.387042672583723,1.3509800591907961,Iris-versicolor
+28,5.264233980860333,3.438241330851924,1.4483527991381902,0.18240424814607836,Iris-setosa
+29,7.704622012382728,2.571797000150805,6.9,2.318254471061478,Iris-virginica
+30,6.742489056329073,3.351876087481386,5.731271956920849,2.5,Iris-virginica
+31,4.957667741501004,3.6415754480267317,1.490870552055702,0.22779823035913607,Iris-setosa
+32,4.4,3.0,1.3582934478531161,0.20304116264627484,Iris-setosa
+33,6.768313215520038,3.207868128732195,5.7900219451022625,2.2533875224824667,Iris-virginica
+34,6.371164449179373,3.0057864038709083,5.387799145735972,1.8817099102750259,Iris-virginica
+35,5.477134169518568,2.580817276603634,4.18961680043443,1.0456179386280184,Iris-versicolor
+36,7.717414155068389,2.56340727068693,6.9,2.254067034479658,Iris-virginica
+37,4.587042831010848,3.623424380943317,1.0000003825013914,0.2046493757362635,Iris-setosa
+38,4.749571891453381,3.0,1.4024805367429778,0.1,Iris-setosa
+39,5.108245122421339,2.490777634629411,3.8294930799783637,1.3040474032099225,Iris-versicolor
+40,4.536453021058707,2.0,3.229659864184305,0.2889874491734189,Iris-versicolor
+41,5.8278006000836875,2.901701659565037,3.867748696837626,1.388630098218927,Iris-versicolor
+42,7.771055094761438,2.5892609912106876,6.9,2.3316989725871387,Iris-virginica
+43,6.721707390777069,3.3538221237051786,5.772188068715339,2.5,Iris-virginica
+44,7.9,3.7437646380405663,6.467496044967455,2.0698880172250944,Iris-virginica
+45,4.642376532792699,2.0,3.5916432920352777,0.2975829023952524,Iris-versicolor
+46,7.899997162262632,3.7865169532585288,6.565560786237598,1.9237187019449493,Iris-virginica
+47,4.726412990111097,3.4715905005221246,1.4716148132166726,0.2802863562442502,Iris-setosa
+48,5.479011782208441,2.449131926404678,4.175656637786588,1.182725992120098,Iris-versicolor
+49,5.384186188847524,3.3587343284539175,1.6755104352937171,0.49137711664484973,Iris-setosa
+50,7.60627879079191,2.76670781701002,6.884964344286783,2.0580666046782037,Iris-virginica
+51,6.1433757290502085,2.905779295552127,5.30170972617481,1.7806893692756776,Iris-virginica
+52,4.920383983256102,3.2010587444119736,1.4240264402850498,0.1941490264221175,Iris-setosa
+53,7.70003120362194,2.640490375608252,6.89999842323991,2.2963634940177107,Iris-virginica
+54,4.566304393303218,2.0,2.104749207383075,0.25734222954635017,Iris-versicolor
+55,6.491996190256835,3.2395875505292433,4.839599147687922,1.590035616343518,Iris-versicolor
+56,5.9505414528460285,2.845457729858805,4.53738876861358,1.3173318964721237,Iris-versicolor
+57,5.942263472152774,3.4442537754049427,4.597656305980547,1.5850493401167056,Iris-versicolor
+58,7.761875995765527,2.812239408131202,6.773139854723306,2.0515029650321472,Iris-virginica
+59,5.927433129605692,3.0,5.148852169641738,1.8164953552524328,Iris-virginica
+60,7.9,3.772858251245824,6.47127239959967,1.9705635440709233,Iris-virginica
+61,4.509721329445706,2.0,2.9254811436010506,0.27520341318580804,Iris-versicolor
+62,6.351592378144858,3.0087850534033835,5.17464253725172,1.8910050233950004,Iris-virginica
+63,6.0454251554658525,2.7821662179298707,5.442861902218079,1.8486792124766969,Iris-virginica
+64,6.43104776127748,3.2144149837160456,5.230594988523071,2.1387272846973735,Iris-virginica
+65,6.130139765396417,2.201881923372349,4.367700518426694,1.3234148215843147,Iris-versicolor
+66,5.0963283380335405,3.4700917488348004,1.3767934303415563,0.20147198674606143,Iris-setosa
+67,6.3531730728149896,3.3202547169723453,4.7333720519468745,1.5509088768706345,Iris-versicolor
+68,6.384905733648754,3.0,5.19870919722785,1.8217051631493124,Iris-virginica
+69,6.884528452906324,2.8738447710860373,6.100740151627337,1.6621220252956757,Iris-virginica
+70,4.962276257230294,3.448565228921882,1.4444654920539681,0.23262043805530355,Iris-setosa
+71,6.520746539384847,3.3378386282666646,5.74621552999359,2.499992504246006,Iris-virginica
+72,5.087734015855384,3.7103867668315402,1.483562799616492,0.1931631625100773,Iris-setosa
+73,4.450860226382404,2.0,1.5801690303703853,0.27100186281481664,Iris-versicolor
+74,5.7458572057547075,2.5764393266199215,4.183283827112149,1.083729143073617,Iris-versicolor
+75,5.06344861268342,3.4797029253183265,1.6178532846915261,0.1969690830739573,Iris-setosa
+76,6.921558707693635,3.2128331584702297,5.888236703049043,2.3318050803926624,Iris-virginica
+77,5.515789364822949,3.609220844368093,1.4999748393979382,0.24167250469443147,Iris-setosa
+78,6.800993892050871,3.1056278362192087,5.677690439236439,2.1020247751156873,Iris-virginica
+79,5.860369133348347,2.894867109312865,5.096664791504782,1.696845659596145,Iris-virginica
+80,5.041700727386022,2.5214362492200113,3.4690720301687947,1.1029480882838434,Iris-versicolor
+81,6.675731660188479,3.0,4.502415073939537,1.4505625197752976,Iris-versicolor
+82,7.9,3.840273887338209,6.334263404086851,2.034187291353927,Iris-virginica
+83,5.041704935225316,3.356126023452833,1.4084586318490575,0.23331464000842944,Iris-setosa
+84,5.653160585137915,3.841284104677292,1.4981593350524227,0.34733994497524995,Iris-setosa
+85,6.184837683606622,2.9232988710241146,4.571643918628722,1.2867164133604234,Iris-versicolor
+86,4.678380153781736,2.0,3.0706277876637307,0.4505818646473815,Iris-versicolor
+87,5.540258839368369,3.617605819550544,1.490363999856463,0.320383783743261,Iris-setosa
+88,7.899998878570002,3.817973435803525,6.453376888323968,2.054615391777369,Iris-virginica
+89,4.673040690752075,3.534569914001846,1.0000009010055946,0.20686210613698444,Iris-setosa
+90,6.605413402311093,3.0575385027260014,4.454140475295348,1.4425792974897491,Iris-versicolor
+91,4.687537994389191,3.1993458338845024,1.416343520845801,0.24460440570320988,Iris-setosa
+92,5.336692340140728,3.8999995677444077,1.319323847709669,0.283123977362307,Iris-setosa
+93,5.620490824580965,2.9317520047852956,4.275087540452912,1.2546381841371526,Iris-versicolor
+94,7.072646762428737,3.1094551160148565,6.019803547412,2.2828310574479427,Iris-virginica
+95,5.99618410853384,3.438203525486667,4.623155045437985,1.695773323472992,Iris-versicolor
+96,7.3708679674777615,2.7192452489698007,6.401580242759142,1.863726699817745,Iris-virginica
+97,4.595861696657884,2.0,2.341815238883228,0.3295602984523617,Iris-versicolor
+98,6.0861373465328885,2.521730493182984,4.3020206932754395,0.8535139640904255,Iris-versicolor
+99,4.402274742437904,2.0,1.4062302536878408,0.12330548871513261,Iris-setosa
+100,5.942935603033879,2.537632069177631,5.019406452366839,1.8303454837483641,Iris-virginica
+101,5.717145730206142,2.588399490650607,4.35922556206995,1.1982324737334382,Iris-versicolor
+102,6.038073800267062,2.094921426225524,4.223874910477489,1.1820024348065488,Iris-versicolor
+103,5.294610904794991,3.336837892961452,1.5280106372759004,0.22288505052195126,Iris-setosa
+104,4.929666144019663,3.098336871661468,1.4618299054591923,0.1,Iris-setosa
+105,6.626074268275605,3.0,4.51371270352219,1.449493368829927,Iris-versicolor
+106,5.884069162170752,2.85791770413649,4.609994926930168,1.121408429317074,Iris-versicolor
+107,4.5827314626534355,2.0,1.9199618733819481,0.2777046546996109,Iris-versicolor
+108,6.689316204029435,2.9811007430328273,4.437057095099129,1.3873034452954214,Iris-versicolor
+109,4.738751366810192,2.0,3.5989435220249333,0.31806306601825635,Iris-versicolor
+110,6.667126995198196,3.301733628783755,5.732450051799835,2.5,Iris-virginica
+111,5.375283969424912,2.709739187947223,4.367598974138857,1.3575698363856956,Iris-versicolor
+112,7.644772424643551,2.6072569349068595,6.899998876437037,2.299463888663592,Iris-virginica
+113,6.166649616393671,3.4112435303400646,5.671253626484932,2.3953881790182834,Iris-virginica
+114,4.4,2.918612498524004,1.4017199238250944,0.19174865119012402,Iris-setosa
+115,5.308831901653276,3.501164523891876,2.0231210973185156,0.4335348781204198,Iris-setosa
+116,5.349289894278957,2.6514319511549385,4.140214522947199,1.2196729629317327,Iris-versicolor
+117,6.965163167549851,3.238215160231856,5.8232363412004995,2.331335833652718,Iris-virginica
+118,5.167493834240273,2.7628902661993178,3.566232122970357,1.3825894285326252,Iris-versicolor
+119,6.529956549965766,3.0,4.372114095623951,1.4448700576138116,Iris-versicolor

iris/tab_ddpm/0_3/16/test.csv

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

iris/tab_ddpm/0_3/16/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/16/val.csv

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

iris/tab_ddpm/0_3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.11566588878334,2.535785411933028,3.5999880271733855,1.1824326712573099,Iris-versicolor
+1,6.422542199586189,3.029787059035724,4.655031809985165,1.4341302659730604,Iris-versicolor
+2,4.890340676288272,3.096953735394024,1.488659971566834,0.10000013751738476,Iris-setosa
+3,5.396256752299202,3.602173199922031,1.4829381218111348,0.21692329884574335,Iris-setosa
+4,6.920682109971536,3.1952112882841393,5.74656835530363,2.290670781533604,Iris-virginica
+5,4.608270393672478,3.594701108921884,1.000001366250666,0.20234694394070055,Iris-setosa
+6,5.304811900243976,2.4808143816826633,3.2194425559326305,1.0416392887358363,Iris-versicolor
+7,5.988934484564964,2.8959725358487436,5.5223432294708985,1.8246822818241009,Iris-virginica
+8,5.098683249170094,3.4479274655237977,1.67945121062712,0.531633145901199,Iris-setosa
+9,6.787489790137759,2.827551929297875,6.104311048755089,1.6771406845602521,Iris-virginica
+10,6.710889291646446,3.2918137015105513,5.674387188333414,2.4999995834193367,Iris-virginica
+11,6.858452700584617,2.9835819922532543,5.979627711548501,1.9215608065177494,Iris-virginica
+12,4.659896003481644,2.0,3.10044714645268,0.2866929792900584,Iris-versicolor
+13,6.325876787759484,3.0066720007533085,5.176526347081249,1.7374560167225586,Iris-virginica
+14,6.676233370842447,3.3226785169664783,5.6852373637038935,2.5,Iris-virginica
+15,4.4,2.978745030833185,1.3786864967028407,0.198532356479163,Iris-setosa
+16,5.938618823224355,2.599784063823275,5.256029910261771,1.833664068801871,Iris-virginica
+17,6.361912828287746,3.0,5.743586952573452,2.2718935505876643,Iris-virginica
+18,5.4175687594206865,3.899999150911318,1.3453004867878404,0.4629930381445954,Iris-setosa
+19,5.193579421190643,2.631618430049019,3.639585445119352,1.360561360066989,Iris-versicolor
+20,6.755627773033093,3.3175688129089296,5.664438404194708,2.5,Iris-virginica
+21,7.9,3.833330711025837,6.444702015814223,2.0082415923715033,Iris-virginica
+22,5.333081610187898,3.7264953811256794,1.4948789697151683,0.46240082385545894,Iris-setosa
+23,4.5960333249662355,3.624956536054264,1.0000006401587664,0.20549785016085526,Iris-setosa
+24,5.5882240175732445,3.794976158745375,1.678397123348027,0.27472895945626274,Iris-setosa
+25,7.697714965102023,2.644409254448936,6.9,2.2912603224985135,Iris-virginica
+26,5.03975032872318,3.6622222767613666,1.4870441290445826,0.233103455913858,Iris-setosa
+27,5.265669815285938,3.5279465466641455,1.4927983747832432,0.18990401477323626,Iris-setosa
+28,5.897961534139818,3.289527215348771,4.439017362588675,1.4677732497324432,Iris-versicolor
+29,5.758950670648546,2.727731966916153,4.41027945921616,1.3052815600886565,Iris-versicolor
+30,5.493103997420001,3.509980837009075,1.5932266831253477,0.3224639188410273,Iris-setosa
+31,5.796273054767092,2.82320471438846,5.005353193862712,1.519011632984409,Iris-versicolor
+32,5.260095645315,3.4991405330582954,1.4390558107344147,0.21431205825096084,Iris-setosa
+33,5.838204380883029,2.979370989870949,3.9541905089988276,1.4394084882685738,Iris-versicolor
+34,5.0686231741547125,3.4824265318082,1.414042942941022,0.19622283000071566,Iris-setosa
+35,5.5709403903528285,2.9320518100135318,4.379408940333161,1.3284097589305015,Iris-versicolor
+36,5.3859986965503435,3.7355680608206643,1.4853555426351068,0.22077823897817372,Iris-setosa
+37,6.792159351945292,3.0756476632262273,4.676223258487936,1.5078770457019923,Iris-versicolor
+38,6.285153092392393,3.0,4.239182342177034,1.4097984351574557,Iris-versicolor
+39,6.111117167801582,2.7978325257321672,5.052383857318699,1.5327387880358376,Iris-versicolor
+40,7.9,3.8281227858151734,6.383705632378213,2.0127219210100873,Iris-virginica
+41,5.086772824355686,3.291415187847783,1.4775392777510268,0.24717325345978963,Iris-setosa
+42,7.763752550110045,2.580024269491685,6.9,2.347016143131373,Iris-virginica
+43,5.121556474202792,3.659813284390293,1.4414313516572397,0.20076720110566262,Iris-setosa
+44,5.220255172652956,3.425923813872467,1.4703494604373297,0.2868147141457203,Iris-setosa
+45,7.718935491882453,2.5554859701056807,6.9,2.2792681369275596,Iris-virginica
+46,4.4,3.2540128259358085,1.2474066618252586,0.19221423055917625,Iris-setosa
+47,5.984991893619184,2.653119258606157,4.499645763253874,1.2820809001232125,Iris-versicolor
+48,4.8450431962496125,3.010088293319585,1.4533446119697764,0.1,Iris-setosa
+49,4.606997607382349,3.5931933847471,1.0,0.20086190425014536,Iris-setosa
+50,6.569240409489355,3.045767900541917,4.518197315791689,1.4790100247113476,Iris-versicolor
+51,6.017772685620127,2.244243793979607,4.91137358103717,1.6599026990739103,Iris-virginica
+52,5.01965610240816,2.4570260485973043,3.157358071336456,1.014865914229913,Iris-versicolor
+53,5.878847578158998,2.5918674842614617,3.890484284645294,0.7714895612259154,Iris-versicolor
+54,5.596797286734122,3.899966309657769,1.4292609232050915,0.3921521899235414,Iris-setosa
+55,5.9235351860381025,2.943675379171542,4.452577585394388,1.3621598492034463,Iris-versicolor
+56,4.400000806371853,3.0556438862908206,1.3218626948522445,0.21908505458628524,Iris-setosa
+57,4.602510580968721,3.591344841778574,1.0,0.20187861922393105,Iris-setosa
+58,5.652513913530583,3.0,4.21458381103335,1.327019837614677,Iris-versicolor
+59,6.099760920210566,2.7426945026639644,4.909481481830355,1.5686484475662426,Iris-versicolor
+60,6.273109581043635,3.088819268282023,4.4767817577512625,1.530181391276223,Iris-versicolor
+61,6.038557322250462,2.8704798866659824,4.322596413220592,1.201081708565712,Iris-versicolor
+62,5.345129137110973,2.726697794408141,3.5126689153314503,1.2051952120111475,Iris-versicolor
+63,6.498979883439593,3.0,4.55617151437065,1.4556473594863355,Iris-versicolor
+64,4.507895610811603,2.546691598520218,1.3150128274537827,0.5320272521474483,Iris-setosa
+65,5.627703990621702,3.4174749658766217,1.946173928588809,0.2717245899787778,Iris-setosa
+66,5.910884558691792,2.3069814535548003,4.257115710770774,1.327153037876564,Iris-versicolor
+67,4.628014936112493,3.6170718303448015,1.0000017341000318,0.2036629062905225,Iris-setosa
+68,7.697724260738017,2.647642115006133,6.899998991726284,2.3032770011717236,Iris-virginica
+69,4.6014447701800405,3.634769025923086,1.0,0.2342767180410749,Iris-setosa
+70,6.852025963473285,3.1313055616468186,5.206986322385146,2.3348211969245174,Iris-virginica
+71,5.489402642050508,3.7917121741008253,1.5337355395261367,0.26754211503875935,Iris-setosa
+72,6.6481832154920495,3.2646323492648803,5.785463822779699,2.5,Iris-virginica
+73,5.765625155670245,3.1256022487099435,4.436974758662622,1.4184945261961182,Iris-versicolor
+74,5.02544223664758,2.0,3.486456505665589,1.030501946987389,Iris-versicolor
+75,5.091335109566015,2.000011159619753,3.653336521665048,0.9279377091614069,Iris-versicolor
+76,4.961830228698676,3.0,1.4168073465559283,0.23901289428005554,Iris-setosa
+77,4.799037106586923,2.9049287936866213,1.3861223724086154,0.23694770279092936,Iris-setosa
+78,6.254924912521096,2.8496021665393907,5.601769705874243,1.5523845752241678,Iris-virginica
+79,5.603736214042701,2.8651493208096905,3.799473380278355,1.332388893970765,Iris-versicolor
+80,7.434428146989811,2.9121571312308454,6.349807936578171,1.818839989489415,Iris-virginica
+81,5.3991867744834865,2.936268133461401,4.371542363394975,1.4631291881426522,Iris-versicolor
+82,5.9182869516268575,2.1840343172158554,4.891767545797575,1.4966109900458324,Iris-virginica
+83,5.977617309169125,3.0,4.313321588292555,1.4977856457231724,Iris-versicolor
+84,5.186433132264957,3.3345401200679197,1.467140656227528,0.21675110831157365,Iris-setosa
+85,6.022020739336157,2.2851307788402697,5.395928708720559,1.5473656389950676,Iris-virginica
+86,5.489277738138913,2.8872036685847795,3.8744218040455007,1.3872744966212265,Iris-versicolor
+87,5.999764449484767,2.8734648717176707,5.101876868217557,1.5447806954726326,Iris-versicolor
+88,6.733320900618086,3.2491239139526567,5.7590476059116735,2.5,Iris-virginica
+89,7.776678447950696,2.8346515996342463,6.767506320713645,2.0571806625342264,Iris-virginica
+90,4.763937883750154,3.40985004222061,1.4234900373317059,0.22076628242914972,Iris-setosa
+91,4.811537827546338,3.4525685840460376,1.4386110406098953,0.23103297518551186,Iris-setosa
+92,5.729615816647365,2.7640491833302234,3.9389799264261907,1.1740882047187984,Iris-versicolor
+93,6.81708988744024,3.0471867487340116,5.229190241908228,2.2520360120058363,Iris-virginica
+94,5.360670158211802,3.43230108828957,1.5150105562382867,0.23221391994803275,Iris-setosa
+95,5.069466885454756,3.7132496928237138,1.436726051215867,0.1857347776199079,Iris-setosa
+96,6.560846231741284,2.8065733120994847,5.654694852873352,1.7054577296593734,Iris-virginica
+97,6.0833542958875215,2.7302248819741957,4.337121285307417,1.0862216340845383,Iris-versicolor
+98,5.945534655876162,2.0980216612776768,4.320950205013339,1.430533216213147,Iris-versicolor
+99,6.631541776190072,2.5099187677160875,5.733360095839339,1.818363069378274,Iris-virginica
+100,5.989064028012801,3.199362210982857,5.5335350735425335,2.1888700315060743,Iris-virginica
+101,6.1907201857451,2.562812671862271,5.600548305210353,1.4103719296933999,Iris-virginica
+102,5.414313367992966,3.899996566273913,1.3016093567949567,0.44471367578682897,Iris-setosa
+103,7.7521915681891596,2.810105258463354,6.76930812685703,2.0340925063637014,Iris-virginica
+104,6.819955011181225,3.1052259218721923,5.242792359349962,2.275691292096199,Iris-virginica
+105,6.675882969342117,3.2864672273761384,5.622226968150491,2.4999955335000035,Iris-virginica
+106,5.597884761585017,2.943226844478393,4.449551516114376,1.519242285680161,Iris-versicolor
+107,7.899998379971021,3.801947697601704,6.375257640948423,2.0275034811174057,Iris-virginica
+108,5.6651719914652805,2.9507505589427367,4.4068005121980125,1.350208691418295,Iris-versicolor
+109,4.924938400056424,2.3827930178276797,3.479257431947763,1.076104678798576,Iris-versicolor
+110,5.9324813433945485,2.1663905996121104,5.046224365187989,1.5014553506504373,Iris-virginica
+111,4.574150619864517,3.606126062124598,1.0000007214148807,0.19547322345170642,Iris-setosa
+112,6.909882505327039,3.1345363509776734,5.832281095759943,2.2538462459463227,Iris-virginica
+113,5.6132204743600695,3.0,4.478085978868502,1.4545636117711573,Iris-versicolor
+114,6.157849430610065,3.190656421110793,4.655425104664812,1.533827367675508,Iris-versicolor
+115,5.201140288306471,3.4748714003472587,1.4288363059045748,0.28520999923774054,Iris-setosa
+116,7.899998599335502,3.8034284706015624,6.391906295558198,1.9478246939088102,Iris-virginica
+117,4.63491118712746,2.0,2.8083571339363367,0.2776903026575659,Iris-versicolor
+118,7.754861572187872,2.5682918878455183,6.9,2.3500451468578976,Iris-virginica
+119,4.735925285558107,2.0,2.903339665662699,0.2846096735276271,Iris-versicolor

iris/tab_ddpm/0_3/17/test.csv

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

iris/tab_ddpm/0_3/17/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/17/val.csv

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

iris/tab_ddpm/0_3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.787266432860168,2.5673349124740783,6.9,2.3171210217869573,Iris-virginica
+1,4.962407890743864,3.454636539303166,1.4424148422206944,0.186132868832344,Iris-setosa
+2,5.376474850894748,2.667333302301949,4.236962856840681,1.3025492947367225,Iris-versicolor
+3,6.754637753911418,3.0097610812727678,4.597866495279346,1.438844932460798,Iris-versicolor
+4,5.059847317600794,2.4974684670297704,3.3672582488662113,1.1067255199463233,Iris-versicolor
+5,4.614574446703877,3.576562029519854,1.0,0.20750433818225467,Iris-setosa
+6,5.49684826314506,3.7635528661566955,1.4939193748594362,0.2657675209426751,Iris-setosa
+7,5.19903500454085,3.458217164926938,1.4267471703291414,0.2046826167025788,Iris-setosa
+8,4.606124750429968,3.607785028310205,1.0,0.19455360559165633,Iris-setosa
+9,6.7209500362174985,3.1844967691371235,5.535243599089632,2.0810767795815615,Iris-virginica
+10,7.097111104856319,3.214349251782054,5.768110583035888,2.3157888000068834,Iris-virginica
+11,5.365690609033243,3.6516148203681755,1.4979319636101753,0.23944024273225248,Iris-setosa
+12,7.415237743909129,3.0,6.372155980661224,2.0584712936154417,Iris-virginica
+13,5.567750012840136,2.9699078498508023,4.114082449794137,1.273310187881488,Iris-versicolor
+14,6.195883608473885,2.269002692480364,4.530970239646873,1.4363218464366616,Iris-versicolor
+15,6.495221331092806,3.124025536178304,5.734054297654387,2.2579792987739986,Iris-virginica
+16,7.747425571580893,2.585321445405255,6.9,2.2855769897170477,Iris-virginica
+17,6.046840814629646,2.525235837428425,4.498872313771827,1.4753741979766706,Iris-versicolor
+18,7.723555958031504,2.605223967726297,6.9,2.3081296978611183,Iris-virginica
+19,7.771404732673786,2.523735291209919,6.9,2.3700606298470133,Iris-virginica
+20,6.111163762888764,2.2305023839686386,4.959885674623718,1.5305699284287615,Iris-virginica
+21,7.899984083176285,3.7312919311238857,6.287261912187755,1.9746855475428122,Iris-virginica
+22,6.736104079479167,3.3175713190128047,5.685902481949072,2.5,Iris-virginica
+23,5.420513079241338,3.780000325545074,1.4844528297394608,0.29108957577635103,Iris-setosa
+24,4.6011117621913975,2.0,2.013182767112536,0.2877637260485881,Iris-versicolor
+25,6.50817747295891,2.979972889394233,4.473500697860888,1.3451416081616316,Iris-versicolor
+26,5.239465134008171,3.4145566508490415,1.4351626891507763,0.2479894390974946,Iris-setosa
+27,5.075593484077301,3.5064062326784224,1.4344678693029047,0.2016326573698043,Iris-setosa
+28,6.598541485142619,3.1427279364845764,5.662669165040823,2.275090972563487,Iris-virginica
+29,7.738266626554159,2.91222874230381,6.746616819554509,2.045594009913066,Iris-virginica
+30,6.869915786500271,3.227651868806244,5.379119680056552,2.315467075807753,Iris-virginica
+31,6.660828792448091,3.2998624191069257,5.731741220803324,2.5,Iris-virginica
+32,6.024743750111274,3.2959117745480286,4.546131052343359,1.5285044601372304,Iris-versicolor
+33,6.3323394669076105,2.381005944365991,4.915184792529646,1.5254713254291867,Iris-versicolor
+34,5.75711151611736,3.0,4.169295340140003,1.378845575713383,Iris-versicolor
+35,5.359694634058907,2.5851503015578907,4.313602079143519,1.1337008623887732,Iris-versicolor
+36,6.673160811642213,3.264917304269043,5.317731931317312,2.2702609959719346,Iris-virginica
+37,6.730833609418803,3.0253687436015033,4.66346345862537,1.4721127933012814,Iris-versicolor
+38,4.872848875749444,3.426537713233742,1.5916316413770926,0.27877356032459355,Iris-setosa
+39,5.234904112204134,2.705353780245683,4.157434995714946,1.3571837656821135,Iris-versicolor
+40,4.898228056613036,3.426328595036008,1.7964833731516041,0.23637616393648753,Iris-setosa
+41,6.698713008787123,3.296566303484355,5.73349139885834,2.5,Iris-virginica
+42,6.639436699708929,3.299886897192439,5.665552226909408,2.33653409449703,Iris-virginica
+43,5.23567365888398,3.692076933542998,1.4386842889335554,0.197095264061417,Iris-setosa
+44,6.763347811810348,3.016466044079299,5.750733812658446,2.0394704896774645,Iris-virginica
+45,5.011371172984541,3.562868703753834,1.516371422860288,0.289616203875642,Iris-setosa
+46,5.686866362950505,2.7770478099552798,4.229776678974692,1.0080406685639811,Iris-versicolor
+47,4.746327055744594,3.0,1.335549405594645,0.1,Iris-setosa
+48,4.78191933626373,3.2842220892723932,1.470008884747002,0.2531660583284856,Iris-setosa
+49,6.547173424597834,3.011975851037557,4.61747196948385,1.4597811751594365,Iris-versicolor
+50,4.562238572927707,2.0,2.5170890373002135,0.25595829031132056,Iris-versicolor
+51,4.933483745099268,3.0104504924216107,1.4340469854967137,0.18882154773997872,Iris-setosa
+52,5.242356614295261,3.6969648803724047,2.0766000964696154,0.2948041467409215,Iris-setosa
+53,4.663632032348741,3.5934217184626744,1.0,0.21325506221382515,Iris-setosa
+54,4.469467098488367,2.0,1.5049973427404126,0.2805777091752893,Iris-versicolor
+55,5.401307581827524,2.787540929207109,3.4773964645707234,1.3122834886567183,Iris-versicolor
+56,6.809548374321679,2.6971906348267067,4.729386285108656,1.4097959329608216,Iris-versicolor
+57,5.727389154630141,2.911674315651311,3.7868572536362484,1.3044207802665235,Iris-versicolor
+58,4.600429503609207,3.6450255858601515,1.0,0.20139065526302385,Iris-setosa
+59,5.062200555775833,3.721411335629667,1.462257061529827,0.22219437109799675,Iris-setosa
+60,6.963956157801899,3.0,4.823631081698908,1.446106787285204,Iris-versicolor
+61,6.020160008669106,2.9631553786191263,4.688283276665824,1.379383942773422,Iris-versicolor
+62,5.4196283395327605,3.4891877641167177,1.4576776975320387,0.2087783366071645,Iris-setosa
+63,7.710870223628936,2.6228346725812908,6.899997905599235,2.310230657097487,Iris-virginica
+64,6.199490381911334,2.198244560011136,4.363067464672656,1.3727852030306251,Iris-versicolor
+65,4.776232369345184,3.0,1.3708054841601938,0.10000009278178684,Iris-setosa
+66,4.4,2.950863215194222,1.3775245899062667,0.20577474599752987,Iris-setosa
+67,6.620893186266908,2.9550645531183797,4.480626215525695,1.4249830098544554,Iris-versicolor
+68,6.93668302528905,3.0906515690745513,5.813333300795898,2.2894427585136734,Iris-virginica
+69,5.200162879482064,3.687785305740612,1.4560859686655139,0.2921016468838783,Iris-setosa
+70,6.534496990192337,2.774973545944818,5.729537309971584,1.6254567226404475,Iris-virginica
+71,6.788296060167313,2.97697567422605,4.782170671305653,1.4630945080141944,Iris-versicolor
+72,6.67790996036051,3.2932604998332535,5.738859152346645,2.5,Iris-virginica
+73,6.465956069624635,2.9510171645058976,4.4958649265885375,1.332644113718802,Iris-versicolor
+74,5.960257793010554,2.553241791113587,5.185208887744615,1.7402834186490208,Iris-virginica
+75,7.597987288160603,2.836025612492114,6.670457442872855,1.9154267591547245,Iris-virginica
+76,7.248445412555139,3.0688360017292706,6.03990843366625,2.2092507772855914,Iris-virginica
+77,7.711651503243358,2.852433799239243,6.719212531383182,2.021001090008751,Iris-virginica
+78,5.0829678533731295,3.4278702167155104,1.307196673017395,0.2418588065221618,Iris-setosa
+79,5.848883930850712,2.9972103184958883,5.049472099760167,1.7544620172124563,Iris-virginica
+80,6.26689561386406,2.641267432467063,4.462663659094619,1.096328795141415,Iris-versicolor
+81,4.4000007234579765,3.0758469864711966,1.248658259058222,0.20297090181712957,Iris-setosa
+82,6.274615013014551,3.067796447839461,5.102406905935841,1.9694301097191005,Iris-virginica
+83,7.67106014658562,2.598759548648532,6.9,2.3135145010399394,Iris-virginica
+84,5.422668295877838,2.6374259607840633,4.374744362622473,1.2163281335231064,Iris-versicolor
+85,5.224403990972112,2.548925854649467,4.008041981467877,1.1264477821674113,Iris-versicolor
+86,4.645034342033585,3.6501047828476443,1.0,0.18963156170191164,Iris-setosa
+87,6.177515117668836,3.068405968383254,5.092499279524991,1.9368738409202508,Iris-virginica
+88,6.7485487925369085,3.172623589779756,5.656173384285952,2.0787750270832412,Iris-virginica
+89,4.804785221198627,3.0077894979547004,1.4624824627650548,0.10000010816980602,Iris-setosa
+90,5.629068380286156,2.612094960024825,4.275905993711383,1.1398494296658805,Iris-versicolor
+91,6.055652391719472,2.711468095375317,4.337472600917084,1.1929770667275679,Iris-versicolor
+92,5.076498432782224,3.507155850311478,1.4025975035134362,0.19918558272756975,Iris-setosa
+93,4.400000752585111,2.9933519137427456,1.3666659177421452,0.19113825170105225,Iris-setosa
+94,5.816390284476372,2.984563640351536,4.203973539889274,1.4492999826974338,Iris-versicolor
+95,5.155978633996884,2.5016767542838108,3.398688407221499,1.0681057632955875,Iris-versicolor
+96,5.873353619000776,2.7524614159039706,4.150820572414968,1.0011941267657574,Iris-versicolor
+97,4.837144344397113,3.0,1.3838430666530477,0.10000011990919112,Iris-setosa
+98,5.647726891783653,2.8945095205183042,3.871083914411944,1.1690680730564569,Iris-versicolor
+99,4.453622689708819,2.143952259538066,1.2877249155593264,0.28006084207697685,Iris-setosa
+100,4.87169129848516,3.0896119741686006,1.4524306423834912,0.10000009393037466,Iris-setosa
+101,4.979968087106123,2.000000535445174,2.8129264635801796,0.9502551725968409,Iris-versicolor
+102,6.325602815178728,2.9541482297812207,5.121465990963142,1.9698459329372957,Iris-virginica
+103,6.502337620597486,3.0,5.7216306483981825,2.0800453823998466,Iris-virginica
+104,6.332250853632466,3.085404761248089,5.653576257604435,2.2220730783180955,Iris-virginica
+105,5.694646811486218,2.6527752338103507,4.309054964906251,1.0532351452066244,Iris-versicolor
+106,5.6762931844465525,2.8849563251400734,4.102868870537826,1.1666087359036188,Iris-versicolor
+107,6.112933154772193,2.9823737636901586,5.513606889163348,1.9626573922606028,Iris-virginica
+108,5.365680441432999,3.6275174323295714,1.4757542669619312,0.40731753079048694,Iris-setosa
+109,6.998626749866017,3.1903478792539466,5.722386188286078,2.3303500054700503,Iris-virginica
+110,4.4,2.8749181474847814,1.4045257538751053,0.19782106406024197,Iris-setosa
+111,6.083564910656489,2.3459867460029864,5.37317325513861,1.4800277613238635,Iris-virginica
+112,4.642476476773426,3.503380642682806,1.0,0.18892329098097793,Iris-setosa
+113,5.977214699778885,3.0873690115052383,4.922695931367952,1.862616636362022,Iris-virginica
+114,7.695674327135324,2.5708841099431776,6.899999003574843,2.264266152731053,Iris-virginica
+115,6.292616852837089,2.8875046442955075,5.58370128817689,1.8660628564585562,Iris-virginica
+116,5.903036640806292,2.6380439133631755,4.359482485600077,1.0613832627760602,Iris-versicolor
+117,4.4,3.0,1.352158882684407,0.21025164406288768,Iris-setosa
+118,7.684476587894237,2.557306306667426,6.9,2.324200242478435,Iris-virginica
+119,5.043549743736004,3.4845235912615724,1.3801499337454972,0.18236630642610635,Iris-setosa

iris/tab_ddpm/0_3/18/test.csv

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

iris/tab_ddpm/0_3/18/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/18/val.csv

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

iris/tab_ddpm/0_3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.723443600281304,3.3210043381131045,5.714372580393785,2.499999427159088,Iris-virginica
+1,5.138417228269746,3.503348488089244,1.3279990894052833,0.2699033230682849,Iris-setosa
+2,7.685015856499569,2.734638127133133,6.663408497738693,1.9443921461313827,Iris-virginica
+3,7.9,3.8020746441193105,6.471039978376827,2.0000990982865052,Iris-virginica
+4,6.628806156768231,3.3119228385263906,5.704088442399527,2.5,Iris-virginica
+5,6.837906679886404,2.944239680933644,5.833409682757684,1.9002609202099778,Iris-virginica
+6,4.98972543962639,3.3942275345071744,1.4720419836158762,0.2533245814973519,Iris-setosa
+7,6.757762840083412,3.0,5.735309108857774,1.9150159349593947,Iris-virginica
+8,6.799316274541859,2.7736908427934415,4.8457153329754,1.4134453138675496,Iris-versicolor
+9,6.617678557645927,2.6384497043724355,5.780013594152483,1.8774723024299178,Iris-virginica
+10,5.441912837459715,3.8999996212831594,1.3599914027723443,0.4595207002777815,Iris-setosa
+11,4.799197577319532,2.0,1.6750220455141638,0.6498950498035652,Iris-versicolor
+12,4.560409038331799,2.0,2.4905588251721187,0.41722544128313865,Iris-versicolor
+13,6.2753403313863085,2.7701248499870936,5.169773774893708,1.5622690709783926,Iris-versicolor
+14,7.9,3.820152706458264,6.539021909629696,2.0337904161113816,Iris-virginica
+15,4.61124105299994,3.6256516342287832,1.0,0.20032198398702059,Iris-setosa
+16,6.135144544600929,2.9495256108602623,4.541336961365602,1.3465641335316374,Iris-versicolor
+17,5.800863220182275,2.862766197101569,5.018261671741057,2.007470972445315,Iris-virginica
+18,6.294979870593817,2.943577981003031,4.303133635169227,1.3348136355707352,Iris-versicolor
+19,6.6369292081234965,3.2452081947401124,5.648595308807939,2.4999871199792003,Iris-virginica
+20,6.210951601776858,2.752965239729958,5.526482733067316,1.9121153768071164,Iris-virginica
+21,6.652210590945566,3.2910336372167577,5.729977754292238,2.5,Iris-virginica
+22,5.435472209199504,3.899998973273626,1.3466426940787526,0.3989185622862327,Iris-setosa
+23,4.985337885547361,3.363807224246666,1.4200429121693146,0.19149204480975784,Iris-setosa
+24,6.6883430439457925,3.316717697618223,5.745494764947909,2.5,Iris-virginica
+25,6.721213706505263,3.3300359320980286,5.620104558242252,2.5,Iris-virginica
+26,7.6922418986132675,2.6019527543906547,6.9,2.31842750339138,Iris-virginica
+27,5.460362971227055,2.599261097502606,3.9732998234117076,1.0846536756440037,Iris-versicolor
+28,5.647483313781236,2.604373808026055,3.8216939333472886,1.067561282785018,Iris-versicolor
+29,6.716452451561437,3.342028793075184,5.709781333129632,2.5,Iris-virginica
+30,6.433584050975153,3.356251160512509,5.596137796347231,2.373663001015315,Iris-virginica
+31,7.625534022531251,2.6043344166139635,6.9,2.2767477498191444,Iris-virginica
+32,6.094653380050628,2.291507228109306,4.934970364860025,1.564075137774297,Iris-virginica
+33,4.617989517846489,3.598954971502543,1.0,0.20057839903827787,Iris-setosa
+34,7.012069618987271,3.1607666591764523,5.457049491699903,2.3053562391752314,Iris-virginica
+35,5.131520957971603,2.477369926212222,2.913480551586738,1.0689215545406165,Iris-versicolor
+36,7.70959673089623,2.5800088468724156,6.9,2.3361652086286164,Iris-virginica
+37,5.007601769030964,3.48889568103742,1.313181198420411,0.2159621935511658,Iris-setosa
+38,6.463885153356762,3.0032764614242793,5.43006932155002,1.9411028730850557,Iris-virginica
+39,4.893669873135541,3.04261962491436,1.4752421247200718,0.10000010643693111,Iris-setosa
+40,4.497883203633513,2.0,2.853439542351767,0.4194234252597695,Iris-versicolor
+41,6.4062349614416165,3.346560601009852,5.720494875748534,2.4970686198984655,Iris-virginica
+42,5.046930502505272,3.4687517279800093,1.4077253416655835,0.28403293698296955,Iris-setosa
+43,5.932903359197635,3.2172440754763443,4.421711453137008,1.5221122130853455,Iris-versicolor
+44,6.039020663356,3.120439762421225,4.483323421203582,1.5054948635786571,Iris-versicolor
+45,4.401779490955834,2.0,1.4522159434405406,0.11908375443616093,Iris-setosa
+46,5.173780546431906,3.370448442894662,1.9149351329711055,0.38564251920994025,Iris-setosa
+47,5.307418934522872,3.4569692417056275,1.410612734931816,0.20348976081460485,Iris-setosa
+48,4.853446462223383,3.38654916039845,1.442549973570507,0.24959901265928822,Iris-setosa
+49,5.977393637023855,2.696930194245101,4.1540731839139475,1.0213090360137904,Iris-versicolor
+50,7.717768002871092,2.626241943677252,6.8999979129482,2.378543699485533,Iris-virginica
+51,7.9,3.757666988244354,6.304928181907039,1.9487096119434841,Iris-virginica
+52,5.4364367884316795,3.3559385910101627,1.7537309244081982,0.26127324470642893,Iris-setosa
+53,5.802567870603301,2.9543840043646514,4.616501992882833,1.4009866987592874,Iris-versicolor
+54,6.772345587939743,2.757431242646786,4.935532214549269,1.3996794898781904,Iris-versicolor
+55,6.4384311296823675,2.3938631708031792,5.59148959868311,1.650142571634939,Iris-virginica
+56,4.515004819245746,2.5096782421901622,1.3046605756578291,0.3300482090583821,Iris-setosa
+57,5.9042924855051115,2.904847077936554,4.709960501193202,1.4026595964951771,Iris-versicolor
+58,5.512304678093098,2.6200643734531064,4.315721987651961,1.3024824108059336,Iris-versicolor
+59,4.917426551768543,3.351859215985665,1.8210891141210361,0.21377112369425363,Iris-setosa
+60,6.196318254077456,2.8189475282258063,4.255509164864544,1.1302447557609319,Iris-versicolor
+61,7.9,3.843998564367105,6.496107113051438,2.0703270237372715,Iris-virginica
+62,6.3587299560340185,3.357667619356213,4.79616614012728,1.6461242765608854,Iris-versicolor
+63,5.100270646229392,3.5056484872640588,1.4087060127148965,0.21969430009815547,Iris-setosa
+64,7.459242521430957,2.987846741858519,6.362593283594073,2.06446798610245,Iris-virginica
+65,7.789012053701955,2.77205437266352,6.753181197077558,2.0597074461166414,Iris-virginica
+66,4.988868134075646,2.4227283014159937,3.116068890924267,1.0361919064424279,Iris-versicolor
+67,5.05399743202569,3.4477834110366246,1.3566503826392886,0.21173535382179906,Iris-setosa
+68,6.263288761063609,3.0,4.778672465432043,1.559960476455529,Iris-versicolor
+69,5.761985583407999,2.933655377382082,4.5156033965718265,1.3371162361537963,Iris-versicolor
+70,6.853541845913253,3.0121907135415937,5.090743571319103,2.218963118990779,Iris-virginica
+71,6.345692288600786,2.3224495468181354,5.3746689156728635,1.6507182329731138,Iris-virginica
+72,5.853496656484337,3.2927751613659133,4.48014749018405,1.5358542846513965,Iris-versicolor
+73,7.79271608158499,2.9377574045248447,6.8072255204137635,2.0600110215927594,Iris-virginica
+74,7.70140704720229,2.7838474418926014,6.655491566575318,1.9883964569773,Iris-virginica
+75,5.073015871629376,2.480578335708637,3.4690613498271325,1.0156461585428502,Iris-versicolor
+76,5.714836244212853,3.0,4.283538106331756,1.356159341761836,Iris-versicolor
+77,7.192661460948541,2.849078984191113,6.151705562916244,1.73022267570591,Iris-virginica
+78,5.550018880638698,3.025635367303876,4.246153299709504,1.3556248258612784,Iris-versicolor
+79,5.64029224667888,2.8255656546705756,4.19264032806149,1.2214704620535048,Iris-versicolor
+80,7.706392393632429,2.5632309070979944,6.9,2.3341636632169203,Iris-virginica
+81,6.053491971784268,3.100683814645895,4.553865768160284,1.4547886965223937,Iris-versicolor
+82,4.8582319408321935,3.0,1.4384916795422202,0.10000015468180298,Iris-setosa
+83,4.479149851231246,2.0,1.4579047994121512,0.26938846156092083,Iris-versicolor
+84,5.767414062602749,2.9098757234258885,4.412554441724616,1.3430442028201903,Iris-versicolor
+85,4.622256324143989,3.59770809525598,1.0,0.20091435240506422,Iris-setosa
+86,5.337084902922958,3.6532229548561514,1.9726764895230704,0.21981984911287766,Iris-setosa
+87,5.379436023194669,2.846619027719916,4.2632913244449435,1.450274918524863,Iris-versicolor
+88,5.898954518339061,3.0,4.507263343520278,1.574059829441709,Iris-versicolor
+89,5.63096985785371,2.507130164424126,3.8459885303080523,1.053045992153999,Iris-versicolor
+90,6.588534004976724,3.3492984684047635,5.673740312724905,2.4999877439321745,Iris-virginica
+91,4.836548209754073,3.138147077035611,1.4677223018906287,0.10000014254866417,Iris-setosa
+92,5.681907962669115,3.0,4.430324852097193,1.4728098965860383,Iris-versicolor
+93,5.811763324479398,2.6413841075956253,4.334870670322676,1.3401554035410177,Iris-versicolor
+94,6.816764791508493,3.2676857011718816,5.607341426854515,2.3350892753694503,Iris-virginica
+95,6.5476600364862945,3.1678613696783553,4.584739887373482,1.4889305687671217,Iris-versicolor
+96,7.621249212630519,2.641487438595294,6.9,2.293407744658297,Iris-virginica
+97,4.4,2.9028784755678063,1.3865168208585528,0.20053577786113916,Iris-setosa
+98,5.776711697783648,2.3778155150633724,3.96343479558792,1.0927614729664905,Iris-versicolor
+99,4.822261644971233,3.0,1.4350500083241706,0.10000010188887883,Iris-setosa
+100,5.029097863600281,3.4938309056256114,1.3084726811461191,0.2083363868718881,Iris-setosa
+101,4.548511452933427,2.0,2.4555562626825562,0.7403353697123574,Iris-versicolor
+102,5.3216020342078565,3.846857639560197,2.19296557381958,0.231984246170179,Iris-setosa
+103,6.195575081525358,2.400994542434132,5.449272173775887,1.4806305012776502,Iris-virginica
+104,5.514205968744553,3.8999988695659993,1.3419123586319899,0.49983389399189826,Iris-setosa
+105,5.866197863948705,3.234229230938923,4.256139760598367,1.5319197922857883,Iris-versicolor
+106,5.110003319262587,3.620640597749845,1.4572708194224948,0.3952743739119394,Iris-setosa
+107,7.531325917168915,3.0294688744368123,6.578170351137035,2.12707529371591,Iris-virginica
+108,6.747906354053907,3.287674624924012,5.748792855569915,2.5,Iris-virginica
+109,6.039464601383288,2.2743302013911153,4.378894570871401,1.3923582720709702,Iris-versicolor
+110,4.649588650643471,3.624142240523853,1.0,0.2058291135614869,Iris-setosa
+111,5.077190297245966,3.4766583591183386,1.4959638952751937,0.19862055457899844,Iris-setosa
+112,7.418889876668096,3.0,6.456182971733387,2.066946963317092,Iris-virginica
+113,5.05114260779844,2.00000091393284,3.3713685458584313,1.0226018954904108,Iris-versicolor
+114,5.055022907173833,3.6633582145975168,1.4322304214884238,0.19747759558284766,Iris-setosa
+115,7.899998358463943,3.7707711350826925,6.4322298200501615,2.020348334435063,Iris-virginica
+116,4.588627742922774,2.0,3.298104013162089,0.3387829796246937,Iris-versicolor
+117,7.9,3.7945850971547976,6.374732508392441,1.9747537590793132,Iris-virginica
+118,4.591444910261057,3.1412072859346947,1.4013263743021167,0.2765590519332165,Iris-setosa
+119,4.556244487985638,2.59876390770452,1.3319431313225027,0.2833545343969389,Iris-setosa

iris/tab_ddpm/0_3/19/test.csv

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

iris/tab_ddpm/0_3/19/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
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/0_3/19/val.csv

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

iris/tab_ddpm/0_3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.084707379655747,2.479619705144624,5.191413396483233,1.553090241971722,Iris-virginica
+1,4.596890664443788,3.6511152154149524,1.0,0.2022200930932666,Iris-setosa
+2,6.566989113725631,3.0,5.526158735651703,1.787436096143897,Iris-virginica
+3,6.785477186345445,2.685352071117201,4.798123526976091,1.392725776348758,Iris-versicolor
+4,6.375000543464109,3.3953181990485977,5.676401178858187,2.3643060137042142,Iris-virginica
+5,6.459368556775762,3.2449497885354566,4.726699702107864,1.5583377949294248,Iris-versicolor
+6,5.099228601873745,3.242525894460539,1.427598054883882,0.20161070561613295,Iris-setosa
+7,4.995653258410114,3.3973751567562083,1.4617529295615297,0.21074567128396338,Iris-setosa
+8,7.713530451629396,2.5667260887850025,6.9,2.3029136263314127,Iris-virginica
+9,5.781593957705441,2.923207106043319,4.650953845389259,1.368193870033569,Iris-versicolor
+10,5.329804844605414,3.602827460890697,1.5028092525061212,0.4934198251645242,Iris-setosa
+11,7.9,3.807509913073495,6.395947867257539,1.9477087377249924,Iris-virginica
+12,5.876349326508908,2.997180522746177,3.757819639661905,1.3855179005961555,Iris-versicolor
+13,7.736065516201082,2.5898027386999134,6.9,2.2911728396514004,Iris-virginica
+14,5.716265352864747,2.8037779098248694,5.1242595039859475,1.927436242968085,Iris-virginica
+15,5.653914176293521,2.7420077449486375,4.238216711174378,1.298455140526544,Iris-versicolor
+16,6.053522749921149,2.5078657739843933,5.5596629452689434,1.400880018096948,Iris-virginica
+17,5.3127682908907135,3.527933283080463,1.4347489640598845,0.20725943621600038,Iris-setosa
+18,7.753446130909429,2.6369911889126696,6.9,2.3068965919897124,Iris-virginica
+19,5.0765756412932745,3.4862586687896298,1.4650892639650803,0.34403092938430785,Iris-setosa
+20,7.757388512825905,2.6073050941698397,6.9,2.3126941418504487,Iris-virginica
+21,6.076639952709637,2.747703002645004,5.527496644104499,1.5420203426838222,Iris-virginica
+22,5.956097380811578,2.163657968571216,4.883834371216291,1.5858027680424989,Iris-virginica
+23,6.1097606813548495,3.417506443882423,5.550511045768222,2.4371591553335565,Iris-virginica
+24,5.4612007012853,2.6693111189984844,3.9076340907132474,1.1638691751259411,Iris-versicolor
+25,5.101625764750591,3.808927838482445,1.8906194806092884,0.25505095260032445,Iris-setosa
+26,7.703330620319361,2.8760236250375026,6.680658021418885,2.0590210859066054,Iris-virginica
+27,5.0971911165896575,3.4648712960888584,1.47869337614534,0.1877074705856063,Iris-setosa
+28,5.077647447768136,3.652858332178196,1.7557763184378485,0.20882538804670994,Iris-setosa
+29,5.698915236096245,3.0051440135015506,4.264262137061315,1.4295747728893837,Iris-versicolor
+30,4.400000627743537,3.0436809568809395,1.2963245645013224,0.1806411280299347,Iris-setosa
+31,5.3255304849099305,3.8999995042990725,1.241051109092731,0.4489553204070791,Iris-setosa
+32,4.59972459948074,2.0,2.8557086255575506,0.23071019389972092,Iris-versicolor
+33,4.937646557764527,2.503370735679075,3.453753684893483,1.1686637960400486,Iris-versicolor
+34,6.706343613327692,3.2695009919707965,5.74185260485648,2.5,Iris-virginica
+35,5.730626642011544,2.9782024850427278,3.79807342673177,1.33238303653413,Iris-versicolor
+36,4.948686858906363,2.41717444207121,3.4458914151481155,0.9890695056787466,Iris-versicolor
+37,7.899997784898862,3.787350989124184,6.299609416589234,2.0155465994756305,Iris-virginica
+38,6.658216342251466,3.0223245690723277,4.568770059195308,1.4382691362176079,Iris-versicolor
+39,5.278734747429943,3.477566394344494,1.4760596806966546,0.2989991105345009,Iris-setosa
+40,5.536379465170036,2.8989086814247638,4.218118284432833,1.3782589871365742,Iris-versicolor
+41,5.37637421208523,3.9,1.3010540402116668,0.42948909801098023,Iris-setosa
+42,7.433880125524211,3.0,6.277329084698506,2.102902588481629,Iris-virginica
+43,6.424395037403715,3.1775536160996403,4.699248965987791,1.4990034306915154,Iris-versicolor
+44,5.660900516155055,2.824071006944702,3.840781325011075,1.2299016583638853,Iris-versicolor
+45,5.030233339187959,2.498030407521223,3.361896651746961,1.1577158715852485,Iris-versicolor
+46,6.142208166831479,2.5107512573472226,5.123369140656701,1.573580453045029,Iris-versicolor
+47,6.1755799015629185,3.404129866821778,4.618527860057609,1.7015579363565394,Iris-versicolor
+48,6.5762861550549125,3.250532636132716,5.549935791462758,2.3357025458395553,Iris-virginica
+49,4.697341445580985,2.9357730246441993,1.4004613855954544,0.32784706940692876,Iris-setosa
+50,5.812463728637626,2.7037118302392598,3.9181814931174026,1.3057170479129945,Iris-versicolor
+51,5.444242332051106,3.8999992465860385,1.2703622138049635,0.34042611152853686,Iris-setosa
+52,4.911782241132929,3.468244110754357,1.4911651462582536,0.24512507934195327,Iris-setosa
+53,5.916743713061853,2.8278954293679015,4.800557959704731,1.5109595416089292,Iris-versicolor
+54,5.197100088273727,3.2740964277422235,1.4603769153575243,0.1886447306032878,Iris-setosa
+55,6.674293742607078,3.017969941753827,5.770996922106446,2.265206575116858,Iris-virginica
+56,5.46745035769032,3.3715599868598143,1.4899985679144372,0.19761508568639852,Iris-setosa
+57,5.5090583339851324,2.556372737736515,4.20932312855477,1.0980905028516592,Iris-versicolor
+58,5.130149807088231,2.632914477964508,3.5154079319918705,1.3037211122984678,Iris-versicolor
+59,6.633167123162249,3.356749568931878,5.742086459078958,2.380782232411415,Iris-virginica
+60,7.9,3.7971828413789113,6.499056878803175,1.9958041139079932,Iris-virginica
+61,5.943214160983137,3.0,4.47043618943663,1.5215780268599282,Iris-versicolor
+62,4.808963749953476,2.0,3.414657519074619,0.2983070042562122,Iris-versicolor
+63,6.2255778964456985,2.7270409998873406,5.1213848781850775,1.51722798387012,Iris-versicolor
+64,5.326971860292719,3.6858957696977184,1.4995182614032054,0.2374915820474671,Iris-setosa
+65,4.4,2.921570469142547,1.4050177208673111,0.20118866932532362,Iris-setosa
+66,4.619518050186562,2.0,3.502765962839046,0.2993676669639178,Iris-versicolor
+67,5.615779102480204,2.849237055682796,4.69401518837978,1.5581580351829294,Iris-versicolor
+68,6.1218927349601096,3.259130819087963,4.632303608361834,1.5112540153155027,Iris-versicolor
+69,6.8088713177918425,3.195169682604892,5.564511520589798,2.32425794926732,Iris-virginica
+70,5.134528622453873,3.38514013217416,1.4030347593132388,0.22117134393464863,Iris-setosa
+71,6.257169204143444,3.3199389445374483,4.523957093092257,1.635452115696786,Iris-versicolor
+72,6.232332811985933,2.6986226533985804,5.067078377956281,1.9777147400491297,Iris-virginica
+73,5.458192850293536,2.689868461688493,3.514598813489806,1.2974249994786762,Iris-versicolor
+74,6.870990775150269,3.108445031970283,5.372246859504967,2.2311435135377495,Iris-virginica
+75,6.093226509941278,2.7179521205914194,5.5521738546875135,1.6799367131861624,Iris-virginica
+76,5.018837520736163,2.4988330236862035,3.2355976680551235,1.1265675958549062,Iris-versicolor
+77,5.542385375688582,2.720607845974936,3.56965465599074,1.200744729484272,Iris-versicolor
+78,4.627428522471725,2.8353042983708416,1.3525455510315234,0.27794060001967286,Iris-setosa
+79,6.2040763964168395,2.4187270408510786,5.313623632994009,1.5398234061758567,Iris-virginica
+80,4.727906121317191,2.3724221696198766,3.1430584624984625,0.8696121866977251,Iris-versicolor
+81,6.795069609200251,2.933867638213069,4.76158115085418,1.4267307421848676,Iris-versicolor
+82,4.685486469300282,2.9309644177448715,1.3559411268127162,0.29461112389164196,Iris-setosa
+83,5.872449110502572,2.4177832523512297,4.205531503150923,1.1880154707353716,Iris-versicolor
+84,4.962678551866116,3.4617954923226733,1.277267579087067,0.23065673069830636,Iris-setosa
+85,6.650190928461093,3.1716599929457407,5.545888864651937,2.176478356756953,Iris-virginica
+86,5.497462364788436,2.9819648324175607,4.288127466935321,1.3160183707279445,Iris-versicolor
+87,5.284463651012294,2.620353904725196,3.8262747329387956,1.2774192071610417,Iris-versicolor
+88,6.616200828465907,2.5371910118652146,4.619827436943315,1.3751277649375764,Iris-versicolor
+89,6.756633612570715,3.1876240200686343,5.641042195121533,2.1932655466839925,Iris-virginica
+90,5.286758569734217,2.6296153086476775,3.3925893119050343,1.1447248608394118,Iris-versicolor
+91,4.906496123673342,2.3898050258222447,3.4760698049889585,1.0291215297988396,Iris-versicolor
+92,5.24346913869012,3.346423280139525,1.4019951038694218,0.20238432987553898,Iris-setosa
+93,5.655414057449283,2.6608164942462307,4.719329473317508,1.3144031504800235,Iris-versicolor
+94,6.404711254095855,2.698596212695496,4.474910696760334,1.257092009080123,Iris-versicolor
+95,6.204536276120456,2.5774935114374395,4.948333417564429,1.522470259490428,Iris-versicolor
+96,6.370879532128352,3.0,4.614368862376197,1.4927616191201523,Iris-versicolor
+97,6.666378749878286,3.293005884555195,5.7184620083843996,2.5,Iris-virginica
+98,4.581941989010206,3.5920985257419624,1.0,0.1782331881348414,Iris-setosa
+99,5.303367092960068,2.499254417672518,3.706861895766,1.1282929331337384,Iris-versicolor
+100,5.763430820736973,2.9111104001716,4.439814861640167,1.3715494658348786,Iris-versicolor
+101,5.377700502730216,2.5194570078580036,3.8700206423572165,1.1192135158094254,Iris-versicolor
+102,5.602646423368948,3.0,4.355968350307915,1.4442785903836535,Iris-versicolor
+103,6.767293917631027,3.0,4.652204491857572,1.4306225024961141,Iris-versicolor
+104,5.762154186262445,2.759504527678864,4.229800645067807,1.0613803439155605,Iris-versicolor
+105,6.661869479493938,3.4001443443860606,5.693381539638534,2.5,Iris-virginica
+106,4.879686940121909,3.1138154158298246,1.487520296836346,0.1,Iris-setosa
+107,5.0656908322655525,3.805311953116372,1.4990085467646912,0.23274064096631095,Iris-setosa
+108,5.918739639136107,2.611470021670733,3.9639726381177476,1.1700357157137249,Iris-versicolor
+109,5.329494413765775,3.4077019016738883,1.5365940343006432,0.2775263232768669,Iris-setosa
+110,5.480887246646874,3.523629542265972,1.4920641733428097,0.2857797281115273,Iris-setosa
+111,7.9,3.8258359452673827,6.512185284397904,2.0127670233535007,Iris-virginica
+112,6.011053975039262,2.8927013626236526,4.80391546633964,1.5196522295466697,Iris-versicolor
+113,5.45911343048827,2.5592320873216927,4.36327284134621,1.2342059712494313,Iris-versicolor
+114,4.561629723447478,2.6026784386146713,1.3362269786251648,0.3239435477504083,Iris-setosa
+115,4.4,2.804354068162777,1.4063320609515375,0.19941237720885208,Iris-setosa
+116,5.134880331696276,3.3175218619306945,1.3685290097933525,0.2042715267812393,Iris-setosa
+117,6.740240341623298,2.541578126857777,5.777296606929312,1.721512957338439,Iris-virginica
+118,6.261141846195061,2.644958837195219,5.617353183673497,1.48272146081514,Iris-virginica
+119,5.254515452596174,3.7024094023100553,1.472246801977609,0.20360432309871926,Iris-setosa

iris/tab_ddpm/0_3/2/test.csv

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