a

iris/tab_ddpm/4/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.709687607155773,2.677306075920573,6.899997915645121,2.2807062411533896,Iris-virginica
+1,5.797570596184659,2.686571891054368,5.096204818792437,1.8783606951647327,Iris-virginica
+2,6.114994995026034,2.7820100775244927,4.54724167509894,1.2775918664018504,Iris-versicolor
+3,6.540637905537533,3.0,5.809392675823729,2.1974484924918345,Iris-virginica
+4,5.419776980753478,3.0,4.517496999979221,1.4989854839095467,Iris-versicolor
+5,7.6900005118494885,2.625075905433452,6.8999981771035195,2.2899514687501012,Iris-virginica
+6,5.1504182198431065,3.5589979930007765,1.433420977011862,0.19971046062545983,Iris-setosa
+7,6.002485098265954,2.209022688142844,4.0088823957659185,1.01381483676794,Iris-versicolor
+8,6.953593918844319,2.8033123578133283,4.816215102134134,1.412096633506556,Iris-versicolor
+9,5.048183555572349,3.4985769838668017,1.3882307102015339,0.19594914357121423,Iris-setosa
+10,5.358313774900128,3.0,4.501180738725851,1.5278639937989211,Iris-versicolor
+11,5.333014255872094,3.728661417100055,1.502610275112131,0.19899082904832244,Iris-setosa
+12,5.635749373930442,2.6628155230197854,4.465395166532063,1.2414268239773323,Iris-versicolor
+13,5.790703569356474,2.7148191435432674,4.167723420622485,1.0121008922830335,Iris-versicolor
+14,5.531151846921276,2.3862391800179763,3.639212284537939,0.9799202006664001,Iris-versicolor
+15,6.527754347653833,3.0,4.390294096502419,1.3817617163103968,Iris-versicolor
+16,5.552273861729053,2.678320717481524,4.441022131364728,1.2466289051965385,Iris-versicolor
+17,5.496291613750283,4.199999362873403,1.422487320091187,0.19728770737470708,Iris-setosa
+18,4.938715766476973,2.3889602146480264,3.4831869749399686,0.9818361557329345,Iris-versicolor
+19,7.654189792209515,2.824237102473952,6.656189129925271,1.9968249670362728,Iris-virginica
+20,5.2938965827039866,3.376443549439924,1.488349524761134,0.2981775536060174,Iris-setosa
+21,5.617593787202401,2.7030622289912074,4.452689748379866,1.2597165650903788,Iris-versicolor
+22,4.98994812110756,3.4132161309865303,1.5684494549769044,0.3333948192255209,Iris-setosa
+23,4.989663939797104,2.0000020897830884,3.549322836219977,1.014984250445568,Iris-versicolor
+24,5.028149588178856,3.0,1.7680404719881033,0.19935741182053746,Iris-setosa
+25,5.583928795554195,3.0,4.510036633407884,1.4945443158165692,Iris-versicolor
+26,5.8879658732012485,3.1848646399399847,4.756337807942682,1.7599632208991922,Iris-versicolor
+27,5.709509465748707,2.9071805733566527,4.1952073167969495,1.2966553093499462,Iris-versicolor
+28,6.136498030049983,3.4005778748819337,5.339934119661157,2.314849439636593,Iris-virginica
+29,5.1360104712452195,3.292802332965943,1.7327680040993616,0.4989956801879676,Iris-setosa
+30,6.691229034731238,3.346605290007138,5.702623491027099,2.5,Iris-virginica
+31,6.079060731637566,2.799706973600227,4.6836387363733705,1.2044004727480855,Iris-versicolor
+32,4.7812222804914235,3.0,1.382236827529638,0.369207872856345,Iris-setosa
+33,5.38968040370052,3.4011090926511645,1.5166727596838396,0.2996017111729624,Iris-setosa
+34,5.025238718292355,2.0,3.6338907110385947,0.7795394701251372,Iris-versicolor
+35,7.899998584368562,3.784430328218467,6.368615360759399,1.9764012000914302,Iris-virginica
+36,6.822872638246788,2.7988648574648236,4.784731805113432,1.4004098928142277,Iris-versicolor
+37,5.028200068759795,2.000000474432893,3.686139454402572,1.0049923923112818,Iris-versicolor
+38,6.505113621475048,3.2081465387701082,5.06726366837255,2.0142805362126666,Iris-virginica
+39,5.745457879066017,3.1420929158580564,4.427510482033035,1.5178186930358062,Iris-versicolor
+40,4.817223936970732,3.411163592007852,1.6658370791329868,0.202176974433904,Iris-setosa
+41,5.0774143424344444,3.282086951462034,1.6041838313720873,0.4065359275538144,Iris-setosa
+42,6.694898023486911,3.267297069489614,5.696883743897226,2.5,Iris-virginica
+43,6.0208431723313645,3.4135423577450004,4.470594074154734,1.5890862968639223,Iris-versicolor
+44,6.307977729695922,3.275670015953395,4.708725112941544,1.59068377201364,Iris-versicolor
+45,5.702497343028337,2.835724485529128,4.297269649347528,1.2767462485002066,Iris-versicolor
+46,6.289007800757522,2.6830444377909695,4.911306418836996,1.795878931668145,Iris-virginica
+47,4.499376213085472,2.3590097987891285,1.2963580239580783,0.32310802887863177,Iris-setosa
+48,5.956209568252453,3.0,5.095569389754093,1.8036152309184192,Iris-virginica
+49,6.650807930375148,3.3101386147077294,5.59975130589564,2.0779428983339323,Iris-virginica
+50,7.699255398224154,2.568990608799912,6.9,2.29224453887415,Iris-virginica
+51,4.995698542346008,3.389606693572958,1.6293675646323573,0.4073409264676742,Iris-setosa
+52,4.818284396987259,3.0,1.3967551162565037,0.2899137038241524,Iris-setosa
+53,6.4972355723696165,3.0,5.788314795522357,2.19054417691622,Iris-virginica
+54,7.612768768642739,3.0,6.601718111569735,2.096033333024032,Iris-virginica
+55,5.486522194498675,3.0,4.511218095952789,1.4801415701811618,Iris-versicolor
+56,4.975845851262018,2.0,3.519167307783307,0.9503563861555435,Iris-versicolor
+57,7.212695191798687,3.0,5.991665943201683,2.095122518174771,Iris-virginica
+58,5.179557242035952,3.767838081577532,1.4363220271713835,0.4310566587554664,Iris-setosa
+59,5.7512385598343325,2.825827673519412,4.533496494438882,1.3284914470582687,Iris-versicolor
+60,5.024710922702049,2.3847733537602442,3.471507241894415,1.012463637843011,Iris-versicolor
+61,4.810617548984442,3.405745954534789,1.7843310146186628,0.20016214624740922,Iris-setosa
+62,5.068692548913212,3.342785223250237,1.64921541415233,0.40927194297854685,Iris-setosa
+63,6.206945509823769,3.4022807631167953,5.390932480022076,2.3094340720607898,Iris-virginica
+64,6.0067476408939235,2.8587391303514518,4.476241336627737,1.474371582733358,Iris-versicolor
+65,4.795388772416211,3.4019282281448513,1.5840806297902121,0.19856340710309434,Iris-setosa
+66,5.509636626551795,2.386726151561033,3.762811550189619,0.9732668010285821,Iris-versicolor
+67,6.217363655249598,3.3982780866612545,5.37548186618776,2.295163092516233,Iris-virginica
+68,4.99632368640403,3.0,1.571411111539058,0.2015865019820938,Iris-setosa
+69,6.308721603060643,2.4709040535034648,5.0080473276771835,1.8955327345781836,Iris-virginica
+70,6.2093246897082395,3.4004060679124435,5.445266818302718,2.307419626767959,Iris-virginica
+71,6.727084134123791,3.2711535170586297,5.733799841740441,2.1563922544938205,Iris-virginica
+72,5.859018654494229,3.215316643646144,4.826445745127923,1.8361017315476675,Iris-versicolor
+73,6.517875589632703,3.0,5.464346314797407,1.795748922241681,Iris-virginica
+74,4.586049531505158,3.5495413352581835,1.0000005474682998,0.19612842187486407,Iris-setosa
+75,4.994675574867639,3.3792760683196725,1.5727923095508203,0.4064895105052156,Iris-setosa
+76,5.096495468973791,3.5113120602899075,1.3897093788645463,0.19821474292877939,Iris-setosa
+77,4.491017390632465,2.2927330722449053,1.2942931010044942,0.2960609885858168,Iris-setosa
+78,4.97358110415445,2.0,3.542752898381688,0.798673695898336,Iris-versicolor
+79,4.999732088003343,3.0,1.601310137027758,0.20390895765052905,Iris-setosa
+80,4.499541869272177,2.278168183725798,1.3271787227969618,0.30946980644108507,Iris-setosa
+81,5.882519834909072,3.2277793806702872,4.812767909475514,1.815086873383238,Iris-versicolor
+82,4.991620559883134,2.0,3.5808667128272793,1.0034833561816952,Iris-versicolor
+83,5.24353470248036,3.4113532143268515,1.4561056884920196,0.20542805349936968,Iris-setosa
+84,5.950837548065549,3.192050542035292,4.792109077955535,1.7802836141287592,Iris-versicolor
+85,5.701413062464085,3.0,4.204883088521505,1.2015610390219418,Iris-versicolor
+86,5.481819263436922,2.3891866431972733,3.6853463697824993,1.016467826168139,Iris-versicolor
+87,6.69899419478581,3.0,5.026752945086559,1.7154273276021101,Iris-versicolor
+88,6.714624702922445,3.0983721618982374,4.74911452990372,1.52354926479428,Iris-versicolor
+89,5.4291463585237185,3.4265594344799397,1.6759117237970225,0.19924978898753984,Iris-setosa
+90,6.233873336920868,3.3141592521320256,4.6360349931720926,1.5851802176405003,Iris-versicolor
+91,6.192265548834308,3.3774976002661594,5.4352659833672625,2.3042283427396093,Iris-virginica
+92,7.058237810316364,3.0,5.900931348676091,2.1115990771451916,Iris-virginica
+93,5.364207327725381,3.386257951401215,1.6957174578629488,0.2042406994584902,Iris-setosa
+94,6.49802492059793,3.0,5.8186095811804055,2.1731040031535045,Iris-virginica
+95,4.400000622177105,3.2207583531634274,1.2945790049078154,0.1998790099533114,Iris-setosa
+96,4.826673222188924,3.0,1.4410938841790766,0.10000010126895491,Iris-setosa
+97,4.883176722506985,3.0559365569471875,1.4659916504166333,0.10000009127741614,Iris-setosa
+98,5.7511159791554185,2.890227988097145,4.284336372698251,1.3128735433126886,Iris-versicolor
+99,6.017283113143583,2.9031560327151533,4.490570291868433,1.4515739992571803,Iris-versicolor
+100,5.094113486438271,3.726107214488311,1.4928401012497476,0.4032493002562867,Iris-setosa
+101,6.210943905648793,2.5726880740868663,5.0178884763979115,1.846190228010725,Iris-virginica
+102,5.554167340133215,3.0,4.455936730542054,1.4881736289142233,Iris-versicolor
+103,4.912509379459287,2.4175972350144996,3.3415409683092157,1.0184484557179247,Iris-versicolor
+104,6.176213359173398,3.162840003347054,4.640244605334933,1.5241611355614617,Iris-versicolor
+105,7.333764678175415,2.8791403825382624,6.319730326794054,1.8073992297297843,Iris-virginica
+106,5.007765417658969,2.0000007086136327,3.488411072299872,0.8902049287919591,Iris-versicolor
+107,7.166653884927366,3.0,5.975667453350874,2.0998949399722804,Iris-virginica
+108,6.471051296778074,3.0,5.511702160217713,1.7981080327939476,Iris-virginica
+109,4.400000643947587,3.1762877060002044,1.3287028056278816,0.20215187131058848,Iris-setosa
+110,6.263844679925221,2.6892342733750834,4.895003371061506,1.7982860210865657,Iris-virginica
+111,6.1076000513279345,2.8075074715236026,4.72937097979809,1.1923915773293483,Iris-versicolor
+112,6.603712882165758,3.1563383787451507,4.753547668331649,1.5609994381692,Iris-versicolor
+113,4.909654133822456,3.1173872039105732,1.5090557751482423,0.10000009002039145,Iris-setosa
+114,4.992364509225,2.000000453184772,3.5491816327223265,0.9224244906231971,Iris-versicolor
+115,4.82383643773684,3.3786355820406255,1.8663107595933521,0.19698591057385206,Iris-setosa
+116,5.698421506661273,2.93478354500901,4.255957900703447,1.3202312050032436,Iris-versicolor
+117,6.711491042693534,3.0,4.988469018400912,1.7231217345358998,Iris-versicolor
+118,6.469104549049261,3.0,5.821659823357071,2.1671573441114873,Iris-virginica
+119,4.998262622876763,3.615231588453577,1.3585064999250231,0.20239463130394963,Iris-setosa

iris/tab_ddpm/4/0/test.csv

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

iris/tab_ddpm/4/0/train.csv

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

iris/tab_ddpm/4/0/val.csv

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

iris/tab_ddpm/4/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.93528806171397,3.0,1.4112813140412903,0.20015734489218265,Iris-setosa
+1,4.816004565783631,3.0,1.402535309750775,0.29820426692225166,Iris-setosa
+2,5.424169412967314,3.86930043785952,1.4030537057938237,0.4165691051543998,Iris-setosa
+3,5.4968190582005745,4.199999145605164,1.3991729782249558,0.2000797244544228,Iris-setosa
+4,5.703130198507865,2.895599708823284,4.202927907913305,1.3005119171712787,Iris-versicolor
+5,4.897484351186049,3.0,1.3745932112246364,0.20459337149170104,Iris-setosa
+6,5.61309843870431,2.6845146721158923,4.459051665462164,1.2705392679450556,Iris-versicolor
+7,5.806713213214902,2.7034352173136282,5.121964994839131,1.8940068518271884,Iris-virginica
+8,6.059952648903263,3.40382494701331,4.50014210298001,1.6014379295590677,Iris-versicolor
+9,4.864131699904451,2.414427881258026,3.2528341680669515,0.9441851763998308,Iris-versicolor
+10,6.642340933315788,3.081202212824279,4.7009263115280095,1.4802272856678773,Iris-versicolor
+11,5.567621630232176,2.9056884958922478,3.54339212279479,1.2944779199653689,Iris-versicolor
+12,7.350303665972009,2.8964284761235537,6.310712560599898,1.8063783600639876,Iris-virginica
+13,6.692603954949707,3.0,5.004588235618665,1.7207816798077908,Iris-versicolor
+14,4.8857591182806335,3.0,1.3836621563504434,0.20245626309182124,Iris-setosa
+15,4.400000554299149,3.185270738596324,1.294492202826638,0.18751689612950923,Iris-setosa
+16,5.012418778160743,2.0000005209368137,3.4573338502971374,1.0027256067891652,Iris-versicolor
+17,5.028976211200173,3.0,1.7205175368606898,0.2015900124180848,Iris-setosa
+18,6.338808562907491,2.352140312523311,4.45311822105519,1.3184798424186357,Iris-versicolor
+19,6.4603517541009285,3.1878046544173335,5.1662335190962905,1.9851494373036218,Iris-virginica
+20,6.90280018088305,3.172931237494255,5.964000943558126,2.258091100638454,Iris-virginica
+21,6.709281080036642,3.2756758506147903,5.686292557030911,2.5,Iris-virginica
+22,7.710762143666489,2.5898301202483327,6.899998779822521,2.3120068193646715,Iris-virginica
+23,6.542751725698437,3.0,5.559959397452441,1.8006105997791595,Iris-virginica
+24,6.497899130972703,3.0,5.7821523018781384,2.192771953055386,Iris-virginica
+25,4.90613129413137,3.0,1.415301542502772,0.20059949690964207,Iris-setosa
+26,5.070636077302224,3.5107296624599993,1.4026048399939546,0.20663208960972437,Iris-setosa
+27,6.864394561182233,3.1892905983126014,5.867727130809064,2.229434667422856,Iris-virginica
+28,7.7014297392493045,2.6196930253378174,6.9,2.2937067918434955,Iris-virginica
+29,5.583272677972635,3.0,4.517066655909217,1.5401669629685955,Iris-versicolor
+30,6.108671377128928,2.8038589950646444,4.67722204290362,1.1813072801873763,Iris-versicolor
+31,5.80829798270366,2.7559793781830146,4.232423596267099,1.0719176036960856,Iris-versicolor
+32,6.727567393644707,2.5156716463669433,5.818448320940935,1.8065036180540568,Iris-virginica
+33,7.589529614058777,3.0,6.603853685866541,2.0843473619379993,Iris-virginica
+34,6.72253490078513,3.305178786117091,5.74926777265562,2.125522158836503,Iris-virginica
+35,5.402887048103436,3.876376159606081,1.3133389791435308,0.3810764333588015,Iris-setosa
+36,5.923567956773418,3.0,5.070663519507062,1.7969804688964435,Iris-virginica
+37,5.397755589140099,3.922582267999761,1.2685194742829085,0.48293494791304303,Iris-setosa
+38,5.986312496815798,3.4003205684121287,4.51081172705225,1.597282261945205,Iris-versicolor
+39,4.583876898729132,3.6057886920934274,1.0,0.19621257656438676,Iris-setosa
+40,5.108675698694871,3.498092670830794,1.3750802371247184,0.19306135210114386,Iris-setosa
+41,4.787526582989004,3.0,1.4077734514988052,0.10000011692210227,Iris-setosa
+42,5.942971128259698,2.8720798774114153,4.520125810319589,1.4227632253682205,Iris-versicolor
+43,6.785407203754517,2.7816548693865024,4.791130285760964,1.3976331147548529,Iris-versicolor
+44,5.805937101014468,2.6906836756661208,4.048143000579917,0.9113975869074571,Iris-versicolor
+45,5.684379876470222,3.781722665912539,1.7874728262557233,0.30061776787012107,Iris-setosa
+46,6.24316456576826,3.385860628109862,5.421853375207333,2.3053078153574518,Iris-virginica
+47,6.261751033334767,2.220380700040417,4.44834657770452,1.3854708271208211,Iris-versicolor
+48,4.980776780416171,2.0000007141931495,3.4740037811663207,0.9774114457930252,Iris-versicolor
+49,4.807202326905235,3.397279295654472,1.5702917335638367,0.19991482061128132,Iris-setosa
+50,5.887160371994396,3.196508902214772,4.827226812116674,1.8029194306363874,Iris-versicolor
+51,5.002236167739843,3.0,1.5831604073473118,0.19871616554361654,Iris-setosa
+52,5.743976601201805,2.870958876125182,4.327339556931676,1.3154611530158395,Iris-versicolor
+53,6.499964950956848,3.0,5.492815734730846,1.8080424419503272,Iris-virginica
+54,7.69162923995165,2.572222404211527,6.9,2.324965842553661,Iris-virginica
+55,4.999555600013698,3.4049946934512585,1.5946901110804186,0.3834739133098688,Iris-setosa
+56,6.598484267931562,3.2752908531339906,5.459554263709456,2.0743929383007784,Iris-virginica
+57,5.674762026193333,3.0,4.216255768941324,1.210848231713762,Iris-versicolor
+58,6.419836664166884,3.0,5.511998086712018,1.8129463471442437,Iris-virginica
+59,5.38054144379041,3.397125552441194,1.6828719317951777,0.19986051962846035,Iris-setosa
+60,6.065346559970588,2.830726151431819,4.635223123937145,1.2408060022972613,Iris-versicolor
+61,6.8864495939876305,3.0771503079688074,5.106630868384659,2.2986942173133063,Iris-virginica
+62,4.807107077779125,3.3951771288158383,1.834150209492535,0.19846186234991944,Iris-setosa
+63,4.79099251022584,3.390030081943121,2.083757754184256,0.20253249915756655,Iris-setosa
+64,4.602297523192135,3.1992099790899213,1.4080011339825438,0.19552703072699978,Iris-setosa
+65,5.497554005163813,3.0,4.521702562412418,1.4974855315596143,Iris-versicolor
+66,6.026311376946325,2.204916399064673,4.132542962008226,1.0401798097150252,Iris-versicolor
+67,4.894258727611248,2.3735101257589406,3.3107387005864344,1.0020348230487395,Iris-versicolor
+68,4.925087242989429,2.3774594499598587,3.4087346364898665,0.8825961702850047,Iris-versicolor
+69,4.890741267371018,3.0,1.4023682372626467,0.201609008485037,Iris-setosa
+70,5.370652160641093,3.366081531514629,1.9076918021398193,0.201579233768892,Iris-setosa
+71,5.7165866866003965,2.621194126853247,4.085564908424654,1.048779466927228,Iris-versicolor
+72,4.827664301904285,3.0,1.3968840627885049,0.30515318560170024,Iris-setosa
+73,5.499635467047877,3.0,4.516680197879052,1.5035688871715243,Iris-versicolor
+74,5.545541372654334,2.4102102119711057,3.7485272201365185,0.9989516052369878,Iris-versicolor
+75,5.5798311823006586,3.0,4.0340791570223296,1.3051017457467518,Iris-versicolor
+76,4.916164912271557,2.416139309003133,3.372376805227772,1.0092780507037364,Iris-versicolor
+77,4.4,3.194544619896996,1.310208192911282,0.19850984478067318,Iris-setosa
+78,4.897225315190895,2.40539016818466,3.259585480649327,0.992315693543993,Iris-versicolor
+79,6.1836639247527545,2.8825428006985923,5.504100268307598,1.8206913456676237,Iris-virginica
+80,5.079260885421456,3.531324078077624,1.4137633004836574,0.20642373279741014,Iris-setosa
+81,5.187101233419868,3.385103643775442,1.3902208169886845,0.19977663357697073,Iris-setosa
+82,5.802278072968313,2.704203737483362,5.082569603109177,1.8940560061489824,Iris-virginica
+83,5.989217014982381,3.384347521592521,4.477734541659537,1.5679573623283387,Iris-versicolor
+84,6.698246034820141,3.28064271346907,5.706559743218831,2.5,Iris-virginica
+85,7.899998600853614,3.830576030055907,6.319898463516235,1.9789005969645836,Iris-virginica
+86,7.899998868164863,3.812287128456656,6.362557374679373,1.9946990785084144,Iris-virginica
+87,7.693545698260593,2.793857281100097,6.716561056148803,2.0002326160094808,Iris-virginica
+88,7.9,3.8161256010030145,6.419518721433403,1.9950861291078794,Iris-virginica
+89,4.4,3.2215623500784725,1.2840229952150835,0.19760895965076375,Iris-setosa
+90,6.296735983690442,2.4985158679559296,5.000643730475967,1.9020611176845934,Iris-virginica
+91,6.042606379214505,3.390420711513351,4.527342745266359,1.6066539662951616,Iris-versicolor
+92,6.613159071441656,2.7914721798076885,4.704873704968531,1.3491884321042833,Iris-versicolor
+93,6.419916093704194,2.888094509071475,4.28145091931662,1.2927716533320661,Iris-versicolor
+94,6.683028728769573,2.5099582936043774,5.770733036957544,1.8039357673280683,Iris-virginica
+95,5.460910543303024,3.0,4.4945146509651765,1.4949564723651274,Iris-versicolor
+96,5.118728174995819,3.4954082667506117,1.3872549114236283,0.1963783266910617,Iris-setosa
+97,6.236973154903428,3.389249129460506,5.435173950762457,2.3096113750968357,Iris-virginica
+98,7.698703251469264,2.6040565586115956,6.9,2.298894661569467,Iris-virginica
+99,7.6413700542462335,2.8105731358402926,6.650993082542979,1.9603646681702818,Iris-virginica
+100,7.724996616159908,2.605622534591468,6.899998959663514,2.299129793859987,Iris-virginica
+101,5.978347918097763,3.3889852177017774,4.549369946036097,1.6061271784606912,Iris-versicolor
+102,5.534585165523107,3.0,4.497825773267512,1.487548794228022,Iris-versicolor
+103,5.585092119560171,2.9186289571473254,3.623800121435544,1.29396999190374,Iris-versicolor
+104,6.4537309344926514,2.919125222209042,4.309452925881932,1.3218687982116644,Iris-versicolor
+105,5.665821481297679,3.0,4.161692567071707,1.251166877517687,Iris-versicolor
+106,5.642331343861739,2.7857608857579894,4.4585303588470895,1.2754444868286592,Iris-versicolor
+107,5.680292342256631,2.9102841335944016,4.036750919766638,1.293873888911827,Iris-versicolor
+108,6.524364359288302,3.0,5.4807726967880175,1.817328824131977,Iris-virginica
+109,5.772031771862561,2.697734431681464,4.199244423705443,1.0190296798024467,Iris-versicolor
+110,5.7922940406930135,2.6964031426812864,5.098046827598922,1.8988199318358583,Iris-virginica
+111,6.8051567906033865,3.1991408067241,5.869356015825546,2.2915077441407066,Iris-virginica
+112,6.296457356289084,2.5009544193018987,4.990539431934148,1.8795090250448816,Iris-virginica
+113,4.76260923414437,3.0,1.3441892386357022,0.1,Iris-setosa
+114,4.7375659845526865,3.3219129175395405,1.5272216975234656,0.2006955290268133,Iris-setosa
+115,4.889310538704849,3.0951455595842754,1.5041727234860662,0.1,Iris-setosa
+116,6.5654402490170725,3.0009089941948295,5.718016731829903,2.110641664231077,Iris-virginica
+117,6.31367971825784,2.3519886678130164,4.414758630913855,1.2776212460172043,Iris-versicolor
+118,5.482193256074204,3.8637918747688533,1.3397825719714813,0.41890410087974306,Iris-setosa
+119,6.268615347147643,3.3075131866365877,4.657684336044492,1.5823984175745043,Iris-versicolor

iris/tab_ddpm/4/1/test.csv

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

iris/tab_ddpm/4/1/train.csv

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

iris/tab_ddpm/4/1/val.csv

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

iris/tab_ddpm/4/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.551861021191408,2.614982683933619,4.390660641773597,1.211983300495598,Iris-versicolor
+1,5.01341160700105,2.000000549086939,3.7209488128328743,1.0098514490413157,Iris-versicolor
+2,5.897870201427649,3.0,5.1179124436175,1.8172316673179008,Iris-virginica
+3,6.007768929072937,3.404350844177622,4.478711347993855,1.5888159327111007,Iris-versicolor
+4,6.713189102339614,3.2981616723446057,5.731115480030134,2.4999996238661315,Iris-virginica
+5,5.013099906687689,2.0,3.487108772829909,0.9584256290518933,Iris-versicolor
+6,4.874371957213262,2.409771439340129,3.21376367162168,0.8858082009613606,Iris-versicolor
+7,6.297181297585267,2.319616633365442,4.397056490134803,1.296484528656856,Iris-versicolor
+8,6.792925046302747,2.8172086562927974,4.751097191018328,1.3977006994639778,Iris-versicolor
+9,7.644720375441919,2.6082562015493624,6.899998085702757,2.287737755663373,Iris-virginica
+10,5.023413438174985,2.0,3.610972243589024,0.9392200835263431,Iris-versicolor
+11,5.930108923655972,3.1987482884022294,4.789429642221684,1.8262931925537813,Iris-versicolor
+12,5.071100124210221,3.271995842412877,1.6759885378539334,0.45828584409357065,Iris-setosa
+13,7.717893632456713,2.6193103125317463,6.9,2.3087406843658194,Iris-virginica
+14,5.128020344997522,3.72358174861827,1.4419783546506832,0.4159633435442072,Iris-setosa
+15,5.531422839568006,2.4023356594767984,3.7769975378605762,1.0491909944717965,Iris-versicolor
+16,4.880830901924338,3.4268021534838695,1.564878949618211,0.20465353430195354,Iris-setosa
+17,7.599312729696768,3.0,6.628910188541442,2.0826694671192847,Iris-virginica
+18,5.606814997233569,3.0,4.076629734517756,1.297831584919576,Iris-versicolor
+19,5.9629824128209235,3.4141420052088285,4.48427518958324,1.5835467602817543,Iris-versicolor
+20,5.035098893779255,3.352099734329188,1.5723483362380124,0.42705964159669646,Iris-setosa
+21,5.009060711502108,3.0,1.6621690549640702,0.20003360064435183,Iris-setosa
+22,5.926153310764317,3.0,4.539027617136178,1.4187426340385043,Iris-versicolor
+23,4.988031452181951,2.000000546960046,3.5429313114863494,0.9904797721102334,Iris-versicolor
+24,6.527554037062096,3.2377025321692803,5.139490700065199,2.0182813894266807,Iris-virginica
+25,6.21896524706112,3.3824111120033766,5.416671435163875,2.2992612907088135,Iris-virginica
+26,4.811894278730767,3.0,1.3996631186481698,0.10000010477230814,Iris-setosa
+27,7.9,3.757247145601427,6.33952007715754,1.943565210330946,Iris-virginica
+28,5.364359508770934,3.4100313240829445,1.4939003317879243,0.4723452396353991,Iris-setosa
+29,6.689391741859741,2.4887055140882675,5.724343778637702,1.8009049948134193,Iris-virginica
+30,4.492248691850842,2.2985220242814175,1.2991565196987913,0.2960177722083008,Iris-setosa
+31,6.701965194883707,3.0,4.913094193152672,1.646676533987498,Iris-versicolor
+32,6.309275734268463,2.699643075020143,4.897187380638864,1.7797680609084656,Iris-virginica
+33,7.699478290349687,2.8360036862864137,6.683453188608017,2.0344045724620146,Iris-virginica
+34,5.029832387728757,3.5787580672852517,1.4000533429218611,0.2010686672129487,Iris-setosa
+35,6.245613469992724,3.392900661499963,5.445790235691778,2.3139970399859084,Iris-virginica
+36,5.98380932483345,3.408189318233298,4.514911771182021,1.6319167573354934,Iris-versicolor
+37,5.374880082124485,3.389234965247771,1.5155430989082253,0.3881494359228688,Iris-setosa
+38,5.392838161965514,3.394149663770786,1.663371712583342,0.20098112871544174,Iris-setosa
+39,5.505891626547026,2.5982135812281664,4.385831081423635,1.1781862090874367,Iris-versicolor
+40,5.7361598591689145,3.0,4.252305599852021,1.2271608321395535,Iris-versicolor
+41,6.68493025088284,3.295151210035515,5.680910438678334,2.0980114819960822,Iris-virginica
+42,6.80456836943584,2.786519383878012,4.786769507022915,1.4164795508388934,Iris-versicolor
+43,5.791220074126854,2.800626500144997,5.08644676576357,2.402086624441023,Iris-virginica
+44,5.438900901653246,3.9139757356279197,1.337145748204159,0.388424284118791,Iris-setosa
+45,4.993426080770976,2.0000007266561135,3.4296226018399114,1.0001334283008712,Iris-versicolor
+46,5.643190550578843,3.7528765481627295,1.5748868607542108,0.3694953893824315,Iris-setosa
+47,5.313364096299646,3.7166977051378227,1.5091014113841181,0.2038635525978757,Iris-setosa
+48,5.789964917265324,2.664166609794693,4.105768893672947,0.9228031128761192,Iris-versicolor
+49,6.042541191131361,3.0,5.09259917263738,1.8118256544859854,Iris-virginica
+50,5.817333429730998,2.699546041916121,5.137993544738218,1.8912453564653247,Iris-virginica
+51,6.262657790134794,2.175273379244148,4.447167625593531,1.4978506542792096,Iris-versicolor
+52,5.515580289366592,3.0,4.467067705937791,1.4698143521392113,Iris-versicolor
+53,6.3284048802775645,2.2868060669270305,4.404273639202675,1.3017312391212832,Iris-versicolor
+54,6.085961908213801,2.8011029077556353,4.704748106171194,1.1996323280586574,Iris-versicolor
+55,5.808688632043309,2.702329583050642,5.097830096333141,1.9061881249971777,Iris-virginica
+56,5.878838344734688,3.192971302192749,4.7885055429512375,1.7904732088493227,Iris-versicolor
+57,4.993439534396437,2.0000006007547264,3.4923775167927777,0.9163052511171939,Iris-versicolor
+58,5.803111212575349,2.799923676079665,5.137537687978926,2.393966197254319,Iris-virginica
+59,6.577502269686783,3.0074146508467097,5.794134800549049,2.2258397350878947,Iris-virginica
+60,4.984138181099152,2.0,3.4742498513866713,0.9939213130248234,Iris-versicolor
+61,6.322655901756327,2.4874362025807617,5.022222922133053,1.8885674779909378,Iris-virginica
+62,5.878110756454338,3.0,5.124134697695729,1.8100278806739372,Iris-virginica
+63,6.28955474640078,2.700910764430164,4.882520326738488,1.7961277016224542,Iris-virginica
+64,5.47460628956849,3.0,4.507890597358563,1.4900959586489855,Iris-versicolor
+65,5.5681338645727765,2.49435291653109,3.8313861380247016,1.1155398927023261,Iris-versicolor
+66,5.323858750167978,3.744784766200012,1.503689251098241,0.19983631329687934,Iris-setosa
+67,6.293614511096128,2.3157353188119427,4.438134502793661,1.3049404139300167,Iris-versicolor
+68,5.034369889484254,3.3498043542955815,1.6602345427251854,0.4449097304885999,Iris-setosa
+69,7.714357201830205,2.5997804578194654,6.9,2.300909185715324,Iris-virginica
+70,7.694990927611425,2.8007661748448447,6.694323409518882,2.0210309389912897,Iris-virginica
+71,6.539443182591563,3.0,4.389683879161545,1.379602856373513,Iris-versicolor
+72,6.490457927711,3.0,5.893056954289688,2.1820366314812865,Iris-virginica
+73,5.567959610549641,3.0,4.029822172940368,1.3009105095900357,Iris-versicolor
+74,4.807727592977715,3.4079789127686198,1.6869328358173594,0.19767976722869982,Iris-setosa
+75,4.803909070340081,3.0,1.4122612475804337,0.3204832065216871,Iris-setosa
+76,5.2191735862745485,3.4060667475098616,1.401143792206605,0.19959054075759763,Iris-setosa
+77,4.984672049329602,3.0,1.8882998869850889,0.19780564265511125,Iris-setosa
+78,6.514249035381651,2.9902883545071286,4.358565407713006,1.3577485847977246,Iris-versicolor
+79,4.400000575344625,3.19160346860836,1.2741611137622049,0.1984861771759976,Iris-setosa
+80,4.987919955314697,3.389588831818127,1.6098038492565234,0.45905408697506433,Iris-setosa
+81,5.686119842424394,3.0,4.098884590322628,1.2090714127554594,Iris-versicolor
+82,6.1367921913112715,3.0,4.598870527917872,1.4294273367584573,Iris-versicolor
+83,4.60169634826491,3.219160476187286,1.398877335458914,0.20467669742137737,Iris-setosa
+84,4.9031082296870805,3.0,1.3875904096515672,0.20105194586937242,Iris-setosa
+85,5.02266597084611,3.605807950096497,1.3779550585583298,0.19972942253803194,Iris-setosa
+86,6.4459486772188,2.8880141038544473,4.28838254256318,1.3102807835539318,Iris-versicolor
+87,6.196974657797705,3.420465888068323,5.440219197322446,2.3201106659941644,Iris-virginica
+88,6.365196475198604,2.9535975419068525,5.506063015348253,1.7851750401755166,Iris-virginica
+89,5.094988059423948,3.322165041185789,1.5732968886100247,0.5123922843924733,Iris-setosa
+90,4.600886464279557,3.209798319639384,1.406702834595297,0.20881686893608475,Iris-setosa
+91,6.19370377449075,2.2164943568901876,4.500330177482063,1.4295385005122765,Iris-versicolor
+92,5.9923473549740205,2.8844212247742345,4.494544759505693,1.509588979843754,Iris-versicolor
+93,5.455852485192706,3.0,4.5044319729806395,1.5080207455235843,Iris-versicolor
+94,6.474087932434264,3.0,5.855555066375022,2.1896725239685924,Iris-virginica
+95,7.634717645755931,3.0,6.628099081777635,2.11041931844509,Iris-virginica
+96,4.82645855846807,3.396012093083175,1.8367425424400863,0.20069921940765253,Iris-setosa
+97,7.89999896367962,3.861430196556638,6.416739620467212,2.0257291273206826,Iris-virginica
+98,7.037464424129336,3.0,5.8522773855806784,2.1092854953006084,Iris-virginica
+99,5.577465629272733,2.423120049895148,3.7881928430955942,1.035543701329394,Iris-versicolor
+100,5.4108142184352195,3.867372287776289,1.2886936334120878,0.36023336921093146,Iris-setosa
+101,7.59659601981432,3.0,6.583851510543299,2.092015917178807,Iris-virginica
+102,5.9856424494160585,3.41535871487267,4.467293476756151,1.5914342079328838,Iris-versicolor
+103,6.69187082299854,3.0,4.953302507298169,1.6971377234744844,Iris-versicolor
+104,5.467935860686369,2.4177736093635285,3.7918255139854002,1.0208892767731255,Iris-versicolor
+105,5.77296219942002,2.7958401969528603,5.180359437706705,2.4060130388860577,Iris-virginica
+106,4.816735794063732,3.397110927935272,1.7117786837938458,0.20201823773807648,Iris-setosa
+107,7.64477672466621,3.0,6.611265113798396,2.105017748600572,Iris-virginica
+108,4.582818710383126,3.630170032637461,1.0000003762086225,0.19902980915446783,Iris-setosa
+109,5.010434621045654,2.37959988124902,3.5240950068038486,0.9533825207017839,Iris-versicolor
+110,7.63655372751956,3.0,6.629934666759541,2.0843497573100347,Iris-virginica
+111,4.791505423077215,3.4046644272070163,1.750738084255488,0.1996938818896804,Iris-setosa
+112,5.379098046590934,3.397423250316493,1.641333920415162,0.20319197776286826,Iris-setosa
+113,4.901738208436979,3.0,1.4157891493578485,0.20212115718135265,Iris-setosa
+114,6.690647140355491,3.0,4.995484690484967,1.7018123505966138,Iris-versicolor
+115,5.790671953980545,2.703356929053697,5.101598612699853,1.9015045492328697,Iris-virginica
+116,4.817716117057261,3.3869153525462607,1.9709711542305746,0.19759609866633995,Iris-setosa
+117,6.7270336325244955,3.071775951589149,4.820932709775317,1.6098145593214317,Iris-versicolor
+118,4.896443483002837,3.0,1.4097577327402269,0.19871892191731622,Iris-setosa
+119,5.017737751568028,3.0,1.561024627594373,0.20215714382574762,Iris-setosa

iris/tab_ddpm/4/10/test.csv

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

iris/tab_ddpm/4/10/train.csv

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

iris/tab_ddpm/4/10/val.csv

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

iris/tab_ddpm/4/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.104485253167415,3.2824883960869484,1.7971927023750065,0.5082307710945971,Iris-setosa
+1,6.194014550124452,3.3861442698840944,5.427607528053348,2.294904162661267,Iris-virginica
+2,6.785651190351342,2.7988468830145288,4.7949638971314315,1.4017803704624803,Iris-versicolor
+3,5.720820974363719,2.851198968275169,4.345482697601277,1.3051826647463856,Iris-versicolor
+4,5.469751437320038,2.3918430839362883,3.5882124201570553,1.0295791396945426,Iris-versicolor
+5,4.898293203172671,3.104846091197231,1.5075673677836336,0.10000012038472687,Iris-setosa
+6,4.787327899091601,3.0,1.4265695214482368,0.10000009792198936,Iris-setosa
+7,4.791663859635661,3.0,1.3847103156071032,0.1,Iris-setosa
+8,5.7945690815922575,2.7110212094438153,5.094027050649658,1.8828481140580062,Iris-virginica
+9,5.477138632258413,3.0,4.517166089884444,1.4981816906628445,Iris-versicolor
+10,6.888593752330122,3.1644834833702347,5.872105813498063,2.282830792582163,Iris-virginica
+11,4.950031223090447,2.4191672793867744,3.420061032019131,0.9673188510842787,Iris-versicolor
+12,6.674112922435537,3.0,5.855813503339477,2.1505161305680014,Iris-virginica
+13,5.048938007191352,2.418635749581819,3.6136019595560636,0.9872010899723993,Iris-versicolor
+14,5.131479154596887,3.3050966193139795,1.732481647668315,0.5145142349638885,Iris-setosa
+15,5.405416406849894,3.4121448079729855,1.7803592166556057,0.19884939221246156,Iris-setosa
+16,7.899998410293454,3.8040331300423587,6.3938013943010885,2.0100908288314674,Iris-virginica
+17,4.859790427990344,3.0414332135745528,1.45859973055064,0.1000001019892817,Iris-setosa
+18,5.799923051964324,2.694305787565736,5.097332129915454,1.8996678039700168,Iris-virginica
+19,5.963639863529829,3.389858453922197,4.489212412772875,1.5981502487361319,Iris-versicolor
+20,6.079946425376045,3.0,4.557245813558137,1.3981482477085703,Iris-versicolor
+21,7.707093872859854,2.623712460151499,6.899998613876981,2.305431979303957,Iris-virginica
+22,6.691892449768441,3.2973654271678594,5.67176246747908,2.4999995035665092,Iris-virginica
+23,6.6705638501538616,3.3170314147363746,5.709517936660374,2.1245932607135756,Iris-virginica
+24,5.543913239693493,3.0,4.507444234717265,1.5077591440981404,Iris-versicolor
+25,6.515039092867636,3.0,5.828266435039083,2.2048173195166307,Iris-virginica
+26,6.048255444560483,2.234454369595148,4.18325543148562,1.0867143749622588,Iris-versicolor
+27,7.9,3.833775766300505,6.404828354898744,2.0144608163721083,Iris-virginica
+28,4.798608454743725,3.0,1.4020711795223662,0.10000009241919264,Iris-setosa
+29,6.675926347379702,3.0026236522335608,4.62927466892653,1.430239650574449,Iris-versicolor
+30,4.987228437686004,2.000000568952616,3.528860005783438,0.9211821833851039,Iris-versicolor
+31,6.694661119561204,3.0,5.019671815856308,1.708439687794287,Iris-versicolor
+32,5.403404124181544,3.92559975464932,1.2552319113408785,0.4097899932382736,Iris-setosa
+33,5.383041532271399,3.4051734369975977,1.6217481403045004,0.200365986235141,Iris-setosa
+34,5.055588087745573,3.2984510159447344,1.6310238506287749,0.4975334204240993,Iris-setosa
+35,6.675565957518024,3.2910853648903373,5.617543643783074,2.5,Iris-virginica
+36,6.25077878627918,2.914343921271202,5.568037150550092,1.7949004461468783,Iris-virginica
+37,6.098121015494236,2.7998605128195333,4.691927327498156,1.2139733041492708,Iris-versicolor
+38,4.983022289435023,3.635921849469265,1.4060989944525715,0.20409264501971183,Iris-setosa
+39,4.785941049455112,3.3759815324278257,1.6764245441683665,0.2012730849052524,Iris-setosa
+40,5.576432587173886,2.711894319427482,4.45428129582327,1.2652743840616067,Iris-versicolor
+41,6.679257390910543,3.300910053245766,5.655781210584605,2.5,Iris-virginica
+42,6.041150378343021,2.217562503151411,4.069376989946863,1.0262155261701296,Iris-versicolor
+43,5.006971715754033,3.604193557112735,1.3984410971388206,0.1969873997573942,Iris-setosa
+44,5.165610778238303,3.562951376155841,1.4361719873289802,0.19572407228428254,Iris-setosa
+45,5.528038724871537,2.3577473794896653,3.748752155876044,0.8305793120483553,Iris-versicolor
+46,5.272098179004622,3.7141485911101877,1.4901676689917538,0.21150213752554772,Iris-setosa
+47,4.894548558760556,3.107436111740765,1.4930294854342683,0.1,Iris-setosa
+48,4.4,3.2086107124335252,1.3055225951718772,0.19906673411049153,Iris-setosa
+49,4.988999869267297,2.0,3.452533931670944,0.9296620213902307,Iris-versicolor
+50,6.019431443049789,3.3883716610766386,4.509733011833371,1.6057189206226896,Iris-versicolor
+51,5.0849507143151325,3.5059618644773822,1.4061517991303603,0.20643442347701624,Iris-setosa
+52,6.89718181845336,3.103030086599031,5.086520347769323,2.3000688310651913,Iris-virginica
+53,6.096305180747758,2.7879217616759857,4.688014542646487,1.1880715630007186,Iris-versicolor
+54,6.677640157848176,3.3035339719115346,5.722521806823525,2.4999996394860995,Iris-virginica
+55,6.700917430644445,2.500614719758303,5.838980777929493,1.8135002406796144,Iris-virginica
+56,6.286494841045213,3.328716741036992,4.692756563854305,1.6033335462066247,Iris-versicolor
+57,4.4,3.15913159974021,1.3107638428992237,0.18737665746757004,Iris-setosa
+58,4.813333514993899,3.41651709592511,1.9449703694735179,0.19805978532545432,Iris-setosa
+59,6.389453258521481,2.9442930589883654,5.568619623560914,1.7959615782086233,Iris-virginica
+60,6.000358712544044,3.4013311869894296,4.475086596391425,1.6001307477555455,Iris-versicolor
+61,6.272318358570217,2.271944147955539,4.440637643797607,1.3415835758024186,Iris-versicolor
+62,6.9850083581165565,3.0834201063224222,5.088134168147495,2.301142680623548,Iris-virginica
+63,4.605065939808176,3.18773791882707,1.4056612038805398,0.1965485580171038,Iris-setosa
+64,7.3210338190712685,2.9031952016059805,6.265549447704164,1.8142676148162131,Iris-virginica
+65,6.103602839831188,2.807660076114147,4.697578585959547,1.1840836228670564,Iris-versicolor
+66,6.705806043120456,3.0,5.023632409154494,1.7098479235991793,Iris-versicolor
+67,6.488579896398743,3.0,5.775727438745947,2.179120001156341,Iris-virginica
+68,5.019973276272037,3.3999327715802985,1.686691876758652,0.4214034003293933,Iris-setosa
+69,6.253728726357207,2.894376487377618,5.579263508369941,1.7882159850283457,Iris-virginica
+70,6.311901906689226,2.4824631370646038,4.993999006517862,1.9009699771377235,Iris-virginica
+71,6.302442145319712,2.6920934715164297,4.881193244138467,1.7750241176159918,Iris-virginica
+72,4.586300004756891,3.1754737488300186,1.3900257048478992,0.204706876544501,Iris-setosa
+73,7.8999988192175445,3.819719456657106,6.400303060774897,2.0040569777686374,Iris-virginica
+74,6.09266042604109,2.8062850125816294,4.7250592838352,1.2027054406799058,Iris-versicolor
+75,5.805149310910165,2.7850921200336525,5.082620062782485,2.4053233485438357,Iris-virginica
+76,5.504169591418277,4.2,1.3619376976441324,0.21099267155280935,Iris-setosa
+77,6.390934094469755,2.88746644708824,4.297169790235485,1.2894351877497199,Iris-versicolor
+78,5.89797029777925,3.1892900489208804,4.799229976494922,1.8050412206389517,Iris-versicolor
+79,5.784235374284009,2.6996128638202554,5.090093610184547,1.8867137693911946,Iris-virginica
+80,5.145823314296599,3.2668852019622032,1.7635768495681665,0.29382024996734124,Iris-setosa
+81,6.400086397429827,3.2222188161991325,4.797261115255692,1.5993202437265985,Iris-versicolor
+82,5.687959216250236,2.872813171798517,4.257892674975143,1.3149918307641586,Iris-versicolor
+83,5.726223307923533,2.8100773731677795,4.504228061954118,1.2960186448506197,Iris-versicolor
+84,5.792558310760089,2.704167615995151,5.09984358371379,1.9070506660434627,Iris-virginica
+85,4.907884681357674,3.0,1.3896644086332486,0.19619303300644247,Iris-setosa
+86,6.281272460556393,2.714543952393753,4.893054773640004,1.7881169639172803,Iris-virginica
+87,5.101580009700756,3.6438503843780783,1.5071414221848423,0.42148678915272936,Iris-setosa
+88,4.98592857628607,2.000000610933394,3.3512387074156917,0.9269419024273344,Iris-versicolor
+89,5.891402836002033,3.207880690253226,4.828598906911652,1.7911162973304773,Iris-versicolor
+90,5.498856530767234,4.2,1.4033528592000266,0.20833604288584998,Iris-setosa
+91,5.664687966108541,3.0,4.203674009680145,1.2101610190734895,Iris-versicolor
+92,4.7658629450657175,3.384259796399321,1.9018999610852745,0.20224500306614196,Iris-setosa
+93,5.489150152132731,4.199999359720684,1.402144177911499,0.1984308430933847,Iris-setosa
+94,4.603150364636514,3.6275682145929324,1.0,0.1932366566259927,Iris-setosa
+95,5.825387810291105,2.8056841955370664,5.192715165351078,2.396708021420091,Iris-virginica
+96,5.05196859307355,3.3415483614720194,1.6435156261611017,0.49370395500261577,Iris-setosa
+97,6.315452462086508,2.503580961804587,4.994986648381452,1.8938986579377992,Iris-virginica
+98,5.396193966818221,3.379323810501974,1.5904462443106109,0.19447193764239,Iris-setosa
+99,5.790840719258912,2.806021349156046,5.195216869149456,2.4033588848715635,Iris-virginica
+100,6.682885689622193,3.0,4.9858333944293465,1.6886501393202347,Iris-versicolor
+101,5.50744154345451,2.394891937007053,3.761524498053611,0.9986376413340479,Iris-versicolor
+102,5.47038482560607,2.6092839903405745,4.409473720221078,1.2179249528588705,Iris-versicolor
+103,5.812877891075216,2.712515749536527,5.126252979273397,1.8977635579015415,Iris-virginica
+104,5.765547265452595,2.7688627579315277,4.040510463505732,1.0706135936285714,Iris-versicolor
+105,5.079411370261156,3.2950555425304873,1.7379288876167953,0.4684652971637211,Iris-setosa
+106,5.693079122914128,3.0,4.210604623367061,1.2157269967051976,Iris-versicolor
+107,5.559430474228675,3.0,4.152984576046078,1.3371323542493405,Iris-versicolor
+108,6.723054044062908,2.5131589753534813,5.89357739695328,1.8155221401354988,Iris-virginica
+109,6.8200588304356335,2.7737502734767947,4.802513853809116,1.4022845948006386,Iris-versicolor
+110,5.756300341810933,2.868380981865485,4.508048932642462,1.340659979912442,Iris-versicolor
+111,6.817689355972931,2.7982089611492804,4.821190959716934,1.419918028217303,Iris-versicolor
+112,5.95399403708381,2.876116347657545,4.518268632277122,1.3504218458560775,Iris-versicolor
+113,7.9,3.766045366768101,6.406284239940804,2.016901305576431,Iris-virginica
+114,5.46533111796805,4.2,1.361391696183872,0.20107102809307445,Iris-setosa
+115,7.692070724756937,2.827903199609114,6.689795909829801,2.013995866995158,Iris-virginica
+116,5.378706196044422,3.385164803028797,1.502503105368193,0.4291122083248179,Iris-setosa
+117,6.702952084859476,2.500279771493051,5.797884606680108,1.8011717783039816,Iris-virginica
+118,6.272703504744213,2.52017711906421,4.9999209040449095,1.900146273680036,Iris-virginica
+119,7.9,3.83100942493549,6.360951529843661,2.0265786130511056,Iris-virginica

iris/tab_ddpm/4/11/test.csv

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

iris/tab_ddpm/4/11/train.csv

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

iris/tab_ddpm/4/11/val.csv

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

iris/tab_ddpm/4/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.52711152491031,3.189112301963229,5.095146831511399,2.0179006302188016,Iris-virginica
+1,5.0227606034008385,2.0000004525978303,3.5425116407953396,0.9716616613894629,Iris-versicolor
+2,5.428899094026222,4.2,1.3932264530767557,0.19883939654428295,Iris-setosa
+3,5.0015565482723865,3.0,1.6789323387828279,0.2028873269418803,Iris-setosa
+4,6.697280092840322,3.3397712794539136,5.686598119836711,2.5,Iris-virginica
+5,6.05979808731276,2.8016246767755337,4.67100465515586,1.1879737315309762,Iris-versicolor
+6,6.089478292649001,3.0,4.6099661154539175,1.4286918402627322,Iris-versicolor
+7,5.7877077222356785,2.6904709716232627,4.111288041060723,0.922558937723031,Iris-versicolor
+8,6.439149671428839,3.1647831479184645,5.123525906337641,2.0037485812753038,Iris-virginica
+9,4.894481824969352,3.07565261425446,1.4748504557826108,0.1,Iris-setosa
+10,4.78953451401962,3.3938466906761002,1.7602058910842937,0.20144538876895812,Iris-setosa
+11,5.379830975874861,3.8727940335682134,1.301697629428559,0.4185068277121572,Iris-setosa
+12,7.5633769281961705,2.9151358371633105,6.5736878863911725,1.9809828730137171,Iris-virginica
+13,6.078831994243736,2.223112630720958,4.178588000675931,1.0928991748586214,Iris-versicolor
+14,5.4579824549247355,3.0,4.492477202265806,1.49545856398564,Iris-versicolor
+15,5.793239696376616,2.6838962710047722,4.057348600411183,0.8956061032200169,Iris-versicolor
+16,5.914364018288111,3.2066228734675253,4.816143866014976,1.797223527221875,Iris-versicolor
+17,4.81481661738709,3.0,1.4019537868028518,0.33018215370869197,Iris-setosa
+18,5.283806513335473,3.6536482430237953,1.497652651206732,0.19870418528556927,Iris-setosa
+19,5.333878143734528,3.8538644915761386,1.3698172219577804,0.2865080964464589,Iris-setosa
+20,7.693948386001849,2.593491212127728,6.9,2.294790428033001,Iris-virginica
+21,6.109758032559823,3.0,4.606729851944844,1.401059624818972,Iris-versicolor
+22,6.318285439190651,2.476121527583472,5.005088705147365,1.8946337925414984,Iris-virginica
+23,4.809172452325461,3.0,1.3943745453732155,0.1,Iris-setosa
+24,5.446782377484893,3.0,4.4796299707685945,1.4821953453527779,Iris-versicolor
+25,4.607866376053556,3.2015097704232858,1.3962029190624197,0.20539724149401078,Iris-setosa
+26,4.782787395086027,3.4028427511340467,1.57058773891877,0.19695763173369885,Iris-setosa
+27,6.388820485556381,2.9981810779439284,4.410734846275567,1.3619066081601956,Iris-versicolor
+28,4.60190549370428,3.614888760633651,1.0000004079227973,0.19917663152903872,Iris-setosa
+29,6.320217820765487,2.322679224167303,4.4067776460642385,1.3057984060695431,Iris-versicolor
+30,5.819607687830422,2.825114781233777,5.080945664313947,2.3987016376315355,Iris-virginica
+31,6.666346034416778,2.4980362594245076,5.781349865034237,1.8078977817522826,Iris-virginica
+32,5.596965485922647,3.0,4.086765792821644,1.2964113110270323,Iris-versicolor
+33,5.112826085018382,3.297895334326096,1.571094043257987,0.4760102408951531,Iris-setosa
+34,5.14919452497644,3.494277602360947,1.3887443182292618,0.20086642512050734,Iris-setosa
+35,5.377004904342427,3.374451418867662,1.806586067806058,0.1953932176678564,Iris-setosa
+36,6.379170433632468,3.3204316834058534,5.230812998736844,2.1132907190962675,Iris-virginica
+37,6.430515713062903,2.886944967596155,4.288385791623381,1.2816078049517547,Iris-versicolor
+38,6.2185928819659075,3.365490520738451,5.5028668207809925,2.2895905493628494,Iris-virginica
+39,5.257960996468281,3.6294724785220867,1.4653291432462292,0.19965912372664552,Iris-setosa
+40,6.126449573200157,2.8463857127974292,4.586296509730833,1.3173595975786794,Iris-versicolor
+41,5.349518729866107,3.3864906440194993,1.5210859956187641,0.4209756942913554,Iris-setosa
+42,5.635203315531309,3.0,4.168047034459699,1.2842689214021985,Iris-versicolor
+43,5.322260554951342,3.0,4.46131389390034,1.5042883096582014,Iris-versicolor
+44,6.414855142014867,2.893688692335061,4.268989161743642,1.3120355453726478,Iris-versicolor
+45,5.216465079418817,2.3687569542094122,3.472289778754538,0.8937688361652285,Iris-versicolor
+46,6.49096810212253,2.9611714818497803,4.354256811846056,1.3547267197629318,Iris-versicolor
+47,5.509216192126768,2.4119083295675683,3.820587979310333,0.9698689089923489,Iris-versicolor
+48,5.805166928868575,2.7800338464510443,4.375746723895346,1.066959457345507,Iris-versicolor
+49,5.0771228586376775,3.7053325907288546,1.4924813419736966,0.3738010879651441,Iris-setosa
+50,5.556855868301159,2.4914483189681005,3.7684577902852094,1.043682994882312,Iris-versicolor
+51,5.250619795482649,3.357319621280405,1.5267811088786791,0.40928691729825173,Iris-setosa
+52,7.689446397769844,2.620333978526099,6.899998741970341,2.30301359316905,Iris-virginica
+53,4.791548980399812,3.39227455052737,1.761762646806168,0.19758605580881927,Iris-setosa
+54,5.874705752410657,3.0,5.124862630835646,1.7781526072238436,Iris-virginica
+55,5.721103877259826,3.816197711135044,1.7744130392812478,0.3021045026201061,Iris-setosa
+56,5.982527449295487,2.9189087504106985,4.505287721811853,1.4689215377574714,Iris-versicolor
+57,5.72698201833593,3.0,4.225182477415451,1.2026399455791288,Iris-versicolor
+58,6.195270686504383,3.4092212528524537,5.4197489683882525,2.304255755437644,Iris-virginica
+59,7.69404291448514,2.587116552724492,6.9,2.2858920600149624,Iris-virginica
+60,4.910968233589683,3.1055114436023277,1.4955628445551807,0.1,Iris-setosa
+61,5.51985222919646,2.6464406491583037,4.382770027307015,1.2002009421395199,Iris-versicolor
+62,6.399744130964778,2.8876076412880667,4.298873921549862,1.2836000573650261,Iris-versicolor
+63,5.4922511249500525,3.0,4.529726287234728,1.5058976472935124,Iris-versicolor
+64,4.806805723484429,3.40219330205305,1.7342303290624177,0.20026942736160638,Iris-setosa
+65,5.421196023726771,3.397993493770727,1.6403883429171604,0.20105951467948643,Iris-setosa
+66,6.185156312785745,2.2149976303962755,4.479357191313978,1.4189076851031472,Iris-versicolor
+67,5.102056817576107,3.5033164615241006,1.4005876024264627,0.20125514683010162,Iris-setosa
+68,6.0964953498891115,2.788416071139211,4.722139228124998,1.190515504698235,Iris-versicolor
+69,5.575736323582331,3.0,4.524128247077368,1.5104671701881864,Iris-versicolor
+70,6.719321990080823,3.0,5.024253853325147,1.711974968973506,Iris-versicolor
+71,5.448114552501346,4.199999307934708,1.4025108964525017,0.21528373273419726,Iris-setosa
+72,5.389812825412512,3.8921939608764533,1.2934599873447539,0.3760566173281601,Iris-setosa
+73,5.013315272876956,2.0000008162018577,3.5107398419497393,1.0046347358627958,Iris-versicolor
+74,5.41124250963259,3.403575290175261,1.4957263124549973,0.3947713819674047,Iris-setosa
+75,6.1619100532500815,2.8330039174422597,4.694694668330426,1.2426856301445959,Iris-versicolor
+76,4.98895472539694,2.0000005303402575,3.437280597177431,0.9836555001468914,Iris-versicolor
+77,6.711209656988516,2.5134197829277953,5.815720303395202,1.8136668882258917,Iris-virginica
+78,6.49574863160296,3.0,5.793110018037927,2.1700329223150785,Iris-virginica
+79,5.450456306436319,3.0,4.47396205670538,1.4921986275614751,Iris-versicolor
+80,6.834917336261424,2.804832208243122,4.813013686353659,1.406652654832581,Iris-versicolor
+81,6.238470784058586,2.2802451080922594,4.276875473869126,1.1999846139136288,Iris-versicolor
+82,4.91311043342056,2.3980063439935093,3.3619612088799817,1.012395636900747,Iris-versicolor
+83,5.726309866760092,2.5934903116279413,4.0130655589846995,0.9686864928358576,Iris-versicolor
+84,5.106387544804966,3.287420757514259,1.8605114856641864,0.5470420084919906,Iris-setosa
+85,4.786703750613255,3.0,1.3876652376981027,0.1,Iris-setosa
+86,6.015647627178112,3.193618472893271,4.7701643305609664,1.7285117280403324,Iris-versicolor
+87,6.030976787052127,2.208474215796833,4.019840892955835,1.0083799137286675,Iris-versicolor
+88,5.203395385021169,3.3969905522537376,1.3935934088887842,0.19957600394174613,Iris-setosa
+89,6.521282193875685,3.1163421399063105,5.293883388441576,1.96922289270838,Iris-virginica
+90,6.514990723704539,3.196054344369043,5.088463501402341,2.0159014485098656,Iris-virginica
+91,5.88630503278942,3.202191680369432,4.787823572928761,1.8068704788532317,Iris-versicolor
+92,5.528814306933209,2.6406460397960574,4.437577712956973,1.2181297394801154,Iris-versicolor
+93,4.898588027512827,2.4018115600300494,3.2538986986919203,1.004812581648386,Iris-versicolor
+94,7.710169439744702,2.8048769905174784,6.708489294543087,1.998058931322983,Iris-virginica
+95,6.874320486167199,3.1006888122660916,5.115450828799941,2.2948170921934734,Iris-virginica
+96,6.716578350417171,3.0,4.918759011866091,1.667157226656342,Iris-versicolor
+97,6.241093867718557,3.369966529893214,5.444049636655403,2.2979660979767664,Iris-virginica
+98,4.496573526374392,2.29319564349184,1.294836050742261,0.29882919611035874,Iris-setosa
+99,6.664873395280296,2.4603549359785744,5.717330513467317,1.7853467040014026,Iris-virginica
+100,7.187549746812406,3.0,6.118322468925614,2.1287962791443356,Iris-virginica
+101,5.094300978302772,3.2800536067791537,1.6778720635892783,0.42740136791939065,Iris-setosa
+102,5.79854483988342,2.786416659276908,5.166116781526497,2.3953684919189495,Iris-virginica
+103,5.12042292126626,3.505131178772612,1.402074676424919,0.20072696175518456,Iris-setosa
+104,5.575024186958671,2.4916277857927653,3.8801078615817266,1.0978362161715591,Iris-versicolor
+105,5.435504476009396,3.8977900732127884,1.313677586539733,0.42488812946468707,Iris-setosa
+106,6.517241165840697,3.184285196108081,5.1092705524943165,2.008763723127308,Iris-virginica
+107,5.546452964774812,3.0,4.5100345534930035,1.507433096854528,Iris-versicolor
+108,6.838489028363607,2.804826548795963,4.81847869423488,1.4147689809908426,Iris-versicolor
+109,6.027496147408546,2.1975552198835673,3.9407819724452082,0.9679419339617323,Iris-versicolor
+110,6.681765098995463,3.2856650789376998,5.689846511296712,2.4999996193691385,Iris-virginica
+111,5.141657577664095,3.5452597637928225,1.4128949020282657,0.20016619064544114,Iris-setosa
+112,6.466297042596155,3.0,5.781624104049117,2.2266419109423587,Iris-virginica
+113,5.004800798533726,3.0,1.5906423566873722,0.19202630011027727,Iris-setosa
+114,4.8197069154257415,3.0,1.4096698982575528,0.28780832561023095,Iris-setosa
+115,5.012536407884509,3.608371325669374,1.3900966614413046,0.19876416495942748,Iris-setosa
+116,7.689401833876668,2.7961177870657474,6.700693631905274,1.9845508598760293,Iris-virginica
+117,6.193272554701047,2.2712665080960326,4.324626406907169,1.2590711921682056,Iris-versicolor
+118,4.848920997433671,3.3392832682343374,1.8839103133068762,0.19667791494029185,Iris-setosa
+119,6.349306060554435,3.3032770357486534,4.723030809470076,1.5938100380122169,Iris-versicolor

iris/tab_ddpm/4/12/test.csv

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

iris/tab_ddpm/4/12/train.csv

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

iris/tab_ddpm/4/12/val.csv

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

iris/tab_ddpm/4/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.80063772034505,2.675538592644893,5.077733460892841,1.8879025243648395,Iris-virginica
+1,4.997064026096067,2.000000515349936,3.5137595046092875,0.8591119029296042,Iris-versicolor
+2,5.014389801411658,3.0,1.575411661251552,0.1995199046748883,Iris-setosa
+3,6.048061955433008,2.846338679525083,5.355258685607115,1.8076893250151251,Iris-virginica
+4,6.283951227883514,2.4795487883284864,5.019178615972287,1.9233170956907548,Iris-virginica
+5,5.007144746437298,2.0000006018427223,3.473472765522502,0.951330008254138,Iris-versicolor
+6,4.995065115234275,3.6327288705329455,1.389116109289727,0.2018274022871169,Iris-setosa
+7,5.526631431128726,3.5094230833482323,1.5149233741096257,0.361952215728384,Iris-setosa
+8,4.5030178057373575,2.284222208794527,1.288895386083644,0.2931145653748236,Iris-setosa
+9,5.000588321848384,2.000000575437692,3.5952216134661175,0.9008140177508079,Iris-versicolor
+10,7.453341640751416,3.0,6.434468391970034,2.0732682938516316,Iris-virginica
+11,4.823077891879249,3.0,1.4069846800833927,0.1,Iris-setosa
+12,6.472775253303573,3.0,5.522279559948595,1.7940409050513617,Iris-virginica
+13,5.240799120490373,3.640865307532111,1.4742324000582485,0.19845166350616347,Iris-setosa
+14,6.3554536983516785,2.823345944287066,4.321618252293993,1.2623275480283898,Iris-versicolor
+15,6.096228616495772,2.7951900015605515,4.702965808843932,1.179762791277566,Iris-versicolor
+16,5.798887857416704,2.80352087783844,5.093807058336155,2.3993850696898193,Iris-virginica
+17,5.876497530397098,3.0,5.082478372288256,1.7926662430286242,Iris-virginica
+18,4.400000502856093,3.195736669386044,1.2817467431465817,0.197828575705554,Iris-setosa
+19,7.7001622762640665,2.603829780099438,6.899998392091597,2.283487232829555,Iris-virginica
+20,6.7842933891935235,3.210708208479854,5.840458297419332,2.278486440800933,Iris-virginica
+21,5.20741923967549,3.4065297175452374,1.3936643020364319,0.19916388430273527,Iris-setosa
+22,4.804872999149169,3.0,1.4012436221682742,0.1000000923436655,Iris-setosa
+23,6.694172215806803,3.1437538700585588,4.743893955817857,1.5161637244902892,Iris-versicolor
+24,6.33524253598717,2.3187719284237054,4.42061647988929,1.3157684418857722,Iris-versicolor
+25,5.0464818132609786,3.3543023302896295,1.6388263666191158,0.44753040701378877,Iris-setosa
+26,6.770063294711679,3.1658037132652317,5.866256086145629,2.284219529668286,Iris-virginica
+27,5.002822191772971,2.0000004792584924,3.3407874974240146,1.0374885300261303,Iris-versicolor
+28,5.800153387063909,2.7003421729342807,5.090711310124405,1.909351719387155,Iris-virginica
+29,7.737134805181256,2.5974386224085864,6.899998998045385,2.304241533376783,Iris-virginica
+30,6.457279448881003,3.0,5.5151183677984035,1.8099916321968856,Iris-virginica
+31,5.391978359401598,3.95109898668401,1.2831379836720713,0.4763261200654943,Iris-setosa
+32,6.71479919380082,3.0,5.017791966902039,1.7315494809415861,Iris-versicolor
+33,7.9,3.804115814431946,6.384936682100211,1.9796754924062403,Iris-virginica
+34,6.6590861532891115,3.324992954834472,5.724454843628639,2.4999996175669637,Iris-virginica
+35,4.810509904389048,3.0,1.389471734501416,0.24950732119390537,Iris-setosa
+36,4.906370835165941,3.1132484898516606,1.5008289635170384,0.1,Iris-setosa
+37,6.246758916791386,2.903664027413602,5.5627872576306325,1.7686170771482588,Iris-virginica
+38,6.0804670905980815,3.3674353386348965,4.544201573304987,1.62665719752638,Iris-versicolor
+39,5.790040038414983,2.719292627403791,5.0988103356865375,1.897719921225261,Iris-virginica
+40,4.809936661083598,3.0,1.3883501047496025,0.29372846161020544,Iris-setosa
+41,5.1384055777961315,3.714346786713528,1.4843548104327455,0.38082115783982284,Iris-setosa
+42,4.8967414833284915,3.0,1.4037365975508507,0.20124314307820715,Iris-setosa
+43,5.583615764447257,2.6772807946400876,4.474217172090213,1.2328112423370943,Iris-versicolor
+44,4.4949136710891695,2.313497461052458,1.291064386997546,0.31300515724573263,Iris-setosa
+45,4.400000563656389,3.1691593904595483,1.302234053757923,0.2062487995906214,Iris-setosa
+46,6.294074585363613,2.8935672708151183,5.595356169845854,1.7936860729896247,Iris-virginica
+47,5.207838999589304,3.3879752884513534,1.3932874007469864,0.2012683651982566,Iris-setosa
+48,6.649455199340961,3.298694935684684,5.589676507416591,2.097158601394022,Iris-virginica
+49,4.7900803874530125,3.4071460670154674,1.614949162900709,0.20063026597775796,Iris-setosa
+50,5.477600451810815,4.2,1.4075899520541726,0.2082219447173698,Iris-setosa
+51,6.484298055518557,3.2114468934250384,5.10018917630216,2.001115288177578,Iris-virginica
+52,4.968522681815821,2.0,3.5452363749364273,0.9165402293700697,Iris-versicolor
+53,5.668784406126094,3.7908736348546785,1.761817639497526,0.2989703564781455,Iris-setosa
+54,6.468479489479391,3.0,5.560235901744352,1.8169284958139578,Iris-virginica
+55,6.220700953737712,3.410217227153211,5.380128690542717,2.309297430934951,Iris-virginica
+56,5.897604360236483,2.877097234265034,4.494984996521757,1.4235905903413708,Iris-versicolor
+57,7.699070920132283,2.586984577706366,6.9,2.3040135320915374,Iris-virginica
+58,6.531044911888566,3.1616467405719617,5.209681673896783,1.9661770858042784,Iris-virginica
+59,5.013545087842676,3.0,1.6950754765647091,0.2010972284292706,Iris-setosa
+60,5.790207184411517,2.696824690733223,5.101309440529255,1.9009632708638788,Iris-virginica
+61,6.663361867797561,3.299372084485925,5.577919885366208,2.0878269484224576,Iris-virginica
+62,6.480074687824412,3.0,5.766292376103089,2.1846359255736987,Iris-virginica
+63,5.344095197357711,3.857106491682293,1.3494336234960802,0.3664141618735473,Iris-setosa
+64,7.674384245206084,2.7943608576205587,6.690796172424272,1.9809791090055615,Iris-virginica
+65,5.334743882906684,3.705739513069391,1.5106334702311912,0.20216746820453652,Iris-setosa
+66,6.799269886565416,3.183284384455769,5.9033427914442145,2.3094369455600723,Iris-virginica
+67,4.400000448880658,3.200431562826235,1.3020859947049535,0.1910699511196139,Iris-setosa
+68,5.507803158033127,4.2,1.4089238546782288,0.21299478598764493,Iris-setosa
+69,5.8668334699166,2.8710729380001343,4.469170504338065,1.4082438578750458,Iris-versicolor
+70,4.503020427013393,2.3344988187865607,1.304658578108039,0.3884469338690155,Iris-setosa
+71,4.902106807995131,2.394508369120551,3.245172846450201,0.9906259954814995,Iris-versicolor
+72,4.6132193837828215,3.1867282245795403,1.4075496095563134,0.19699761157807494,Iris-setosa
+73,6.115443376805548,3.0,4.588142163401055,1.386794165224269,Iris-versicolor
+74,4.7805950791213165,3.0,1.3859411605548368,0.10000010059917082,Iris-setosa
+75,7.723267396503204,2.591130569715138,6.899998458873263,2.2986928643374744,Iris-virginica
+76,4.730384288438417,3.0,1.3902981882643444,0.2848478623006744,Iris-setosa
+77,4.799441338727827,3.0,1.4062168259671097,0.3576297445668035,Iris-setosa
+78,6.80825296320353,2.7931925247352374,4.817102859905658,1.398551859756716,Iris-versicolor
+79,6.235947225744536,3.4168728597965643,5.381899800567735,2.297398929844745,Iris-virginica
+80,5.829128519240842,2.7050576502808874,5.0893724099293856,1.906678004077536,Iris-virginica
+81,4.99558333742017,3.0,1.6121957454942826,0.19842384626465281,Iris-setosa
+82,4.786455218914239,3.0,1.3906640775018733,0.295646093025157,Iris-setosa
+83,5.5298670286974305,2.4103380500422893,3.892380142951412,1.0372270478224959,Iris-versicolor
+84,6.691945572512457,3.2929083042185767,5.673509672081145,2.0991970984843458,Iris-virginica
+85,6.900784546088616,3.0837259314538614,5.134238658586804,2.299042269881057,Iris-virginica
+86,4.8761085437833085,3.0,1.40130314954522,0.20746595514977517,Iris-setosa
+87,7.282865640513084,2.9074754599394876,6.314075960450779,1.8018557030548452,Iris-virginica
+88,6.522400050301723,3.0,5.804298417961118,2.220324091866594,Iris-virginica
+89,5.823747181333577,2.804244411842143,5.122419808859192,2.4009682447679856,Iris-virginica
+90,6.104008543640146,2.7980632675203667,4.722437884938431,1.1862891084236389,Iris-versicolor
+91,6.302865986615338,2.6988784751994164,4.940259194089382,1.7970131750964435,Iris-virginica
+92,7.668459534743568,2.6217164315371075,6.899998555578655,2.2933359197455316,Iris-virginica
+93,5.809088500930206,2.818466120152661,5.090347452348785,2.3917673113629183,Iris-virginica
+94,4.897532798354454,3.1217168028858535,1.4910892980934654,0.1,Iris-setosa
+95,7.72060394330942,2.60576766249606,6.9,2.3084585495902057,Iris-virginica
+96,7.722123747028153,2.615571498208019,6.9,2.3248380211925728,Iris-virginica
+97,7.156574329048408,3.000877103368703,6.092791420524606,2.148880189203581,Iris-virginica
+98,4.991590330691806,2.0000004957104225,3.4229642472857513,0.9743737713820342,Iris-versicolor
+99,7.736807572689974,2.6459261568087165,6.9,2.3096847969693317,Iris-virginica
+100,5.805718098792387,2.8202267695709806,5.144599987499848,2.3952735755842895,Iris-virginica
+101,6.002641509345809,3.4058959351416696,4.52237464942012,1.6009220914706783,Iris-versicolor
+102,7.59724271915309,3.0,6.574416985878926,2.100691903221881,Iris-virginica
+103,5.991713117118806,3.4106327544792454,4.492303038974546,1.6034085682234869,Iris-versicolor
+104,7.622546920252989,3.0,6.588771944521615,2.099506304944408,Iris-virginica
+105,4.800200705377492,3.0,1.3984959003276356,0.33091857325807505,Iris-setosa
+106,7.083628244419928,3.0,5.859460669160577,2.136192559445051,Iris-virginica
+107,5.715054000657587,2.884772606675741,4.207511783609507,1.3010073580954948,Iris-versicolor
+108,7.7258051136069446,2.566760339040702,6.9,2.300506878538404,Iris-virginica
+109,6.035394940556504,2.905916648333536,4.482538787925091,1.53299914650196,Iris-versicolor
+110,6.491227859887,3.0,5.8719139078302325,2.2282124202133557,Iris-virginica
+111,5.845897196438517,2.819486832025299,5.118199732654421,2.3926710931645654,Iris-virginica
+112,5.650809299321591,3.0,4.113133100339074,1.280420192253723,Iris-versicolor
+113,5.7106801079607346,2.8662447863584126,4.076032379720223,1.152611075567465,Iris-versicolor
+114,5.867918809090415,2.918397355353471,4.52862247536656,1.3974634801114327,Iris-versicolor
+115,5.268889130586377,3.438692637863816,1.4240043981900128,0.23894411508061447,Iris-setosa
+116,5.446117496976946,3.408216019711907,1.8317230143867265,0.20184282791324765,Iris-setosa
+117,7.690406105451361,2.6047387868866743,6.9,2.2763958791450074,Iris-virginica
+118,4.996860110661237,3.404404446005567,1.679956789403341,0.4071547661842146,Iris-setosa
+119,6.544161360276332,3.0,5.510267929280564,1.8011462668160743,Iris-virginica

iris/tab_ddpm/4/13/test.csv

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

iris/tab_ddpm/4/13/train.csv

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

iris/tab_ddpm/4/13/val.csv

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

iris/tab_ddpm/4/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.5284692881419835,2.4303004670664916,3.7401439245751176,1.0092675304005734,Iris-versicolor
+1,6.385327594785994,2.8881563480684056,4.3137792273397775,1.2861924983454256,Iris-versicolor
+2,6.01205242111654,2.791496284742221,4.651960293598227,1.1729513998443204,Iris-versicolor
+3,4.984829806843526,2.0,3.293416936955718,0.9476839427267476,Iris-versicolor
+4,5.565831479262838,3.0,3.894184495573213,1.3233976305395525,Iris-versicolor
+5,4.600614263720152,3.629805114277177,1.0,0.1994972435486037,Iris-setosa
+6,6.50471260878367,3.0,5.527879072832051,1.8097002157517215,Iris-virginica
+7,6.518859119213309,3.0,5.505693566458086,1.814991660645233,Iris-virginica
+8,4.597519173436891,3.1773899653424356,1.4012448250392429,0.19615466875147008,Iris-setosa
+9,5.187873783589265,3.4065662503071015,1.3970786347745023,0.2000531731574951,Iris-setosa
+10,5.742328396949299,2.8168876944146795,4.512662878387095,1.3230970435301375,Iris-versicolor
+11,6.304980298106093,2.7134420615414276,4.9177021934867104,1.7803994633793172,Iris-virginica
+12,6.036682331993216,3.0,4.562266956193654,1.372831773544747,Iris-versicolor
+13,5.410794422584241,3.4034799395621627,1.7138198554986657,0.20258784080900014,Iris-setosa
+14,5.007686567703336,2.0000007689674986,3.5441967208021192,0.9206238507479616,Iris-versicolor
+15,4.896185893434299,3.0,1.4069657547450845,0.19375364222821023,Iris-setosa
+16,7.308847294443475,2.9093586196928167,6.274862574362693,1.7939881733718381,Iris-virginica
+17,5.606732232558436,3.0,4.0582012608011135,1.273675951051884,Iris-versicolor
+18,6.514310388524128,3.222835337714455,5.0744715915295275,2.003229509974227,Iris-virginica
+19,7.28747505189467,2.9080395836423776,6.318537973159704,1.7956235739539617,Iris-virginica
+20,6.695071824510823,3.3162124845806393,5.700169605934118,2.095761975391778,Iris-virginica
+21,5.487645010513267,2.5168085643200313,4.223333840608742,1.1258109805927852,Iris-versicolor
+22,5.004294277556487,2.0000007566573292,3.5182948401030325,0.9643483035190423,Iris-versicolor
+23,6.7682719943574785,3.1325607520367194,4.754569546173693,1.5362396099196978,Iris-versicolor
+24,5.408925922716019,3.412970390367232,1.527030932604148,0.41707469113519574,Iris-setosa
+25,6.292287637486191,2.320426270959228,4.410766136879698,1.299128345758022,Iris-versicolor
+26,6.691196640048583,3.2909203411739765,5.665091048755349,2.105994186747476,Iris-virginica
+27,5.887658160974786,2.864742633005607,4.535318478814755,1.3937297263697879,Iris-versicolor
+28,6.7369173603867045,3.2432477002435838,5.864633370603979,2.195880870745156,Iris-virginica
+29,6.096687733378378,2.802709171819411,4.710829117142575,1.201476829702518,Iris-versicolor
+30,5.97088304774509,2.902156808616451,4.513198456373381,1.4977013645946429,Iris-versicolor
+31,6.716398126417614,2.5112791243423724,5.838594834245584,1.8076411703580018,Iris-virginica
+32,6.294024455632875,2.560477618672292,4.982645448691731,1.8523913670481533,Iris-virginica
+33,5.776121242783044,2.887830422879381,3.9812116400977478,1.2928414347298398,Iris-versicolor
+34,4.589073359385171,3.21486199132683,1.3939131140333725,0.19755251170697335,Iris-setosa
+35,5.015608888564133,2.0,3.396320248566763,0.9857059468641367,Iris-versicolor
+36,6.301065404406088,3.302648930173545,4.698079034712253,1.6062789723625632,Iris-versicolor
+37,6.79096110012151,2.8162946315727204,4.799411570162042,1.4407023555396805,Iris-versicolor
+38,6.791600017074223,3.1933850941318154,5.851083115198418,2.2856084828855154,Iris-virginica
+39,6.793095934783498,3.0999312923483466,5.118478445467441,2.3188082615830856,Iris-virginica
+40,4.916213105610479,3.0,1.406726742289506,0.20047617928106762,Iris-setosa
+41,7.031763916248183,2.9127520744991924,6.175731503554125,1.7916463243993426,Iris-virginica
+42,5.467893693202451,4.1999989516532725,1.4275426653101457,0.2025872493032869,Iris-setosa
+43,6.272325616633236,2.50322788180583,5.01280182028797,1.8919591262818771,Iris-virginica
+44,5.548589580895681,3.760480949963664,1.5603006785745563,0.3214002144917159,Iris-setosa
+45,5.580782708658033,2.5378966272601757,4.188102401317557,1.1036345760169681,Iris-versicolor
+46,5.525758555618325,2.595858471462733,4.411643930761676,1.1804103301685032,Iris-versicolor
+47,6.983635143672632,3.0,5.799799458812922,2.097524967361405,Iris-virginica
+48,6.866631728340295,3.102471502252358,5.138453310484711,2.2926641922674507,Iris-virginica
+49,4.994722236183447,2.0000005865658763,3.46057974539695,1.0211586542058322,Iris-versicolor
+50,5.016241977865084,3.548678050211692,1.3962532713675833,0.20040530718261837,Iris-setosa
+51,4.959025348902169,3.636479349464581,1.4048324910114678,0.20003983358876049,Iris-setosa
+52,4.501566072049776,2.306935776336495,1.3333951614763107,0.29158981146660234,Iris-setosa
+53,5.94392025851243,2.7822807318694958,4.224604404672012,1.0475232918180515,Iris-versicolor
+54,4.999503557609829,3.6902255942712365,1.402710776180792,0.19706013298184608,Iris-setosa
+55,4.9886617747794615,3.61471680307897,1.4077716664071684,0.2003715344050369,Iris-setosa
+56,6.035724657758349,2.794735610462611,4.670770880995689,1.152996557604795,Iris-versicolor
+57,7.5215818690176715,3.0,6.517998510309869,2.0950427315863007,Iris-virginica
+58,5.144592311275952,3.402145638103551,1.4044196707156256,0.19836496423702066,Iris-setosa
+59,5.357246629040421,3.4005500892753253,1.5266577641327856,0.3735955540176933,Iris-setosa
+60,6.192581248333072,2.8317766657353234,4.273524997082032,1.1900627580559748,Iris-versicolor
+61,7.7101543378075785,2.605123342663091,6.899998851267542,2.310458819593687,Iris-virginica
+62,6.687676364307355,3.1103144505632287,4.724247417562774,1.5033612858371677,Iris-versicolor
+63,5.485962392300873,3.0,4.468567070969546,1.5124536719268549,Iris-versicolor
+64,5.897438354045462,3.215403358903255,4.783307346314513,1.80543623072593,Iris-versicolor
+65,5.774603372135642,2.6967271444536722,4.242258179440866,1.054315377302241,Iris-versicolor
+66,6.258533584421207,2.901826947535073,5.547078337161012,1.7981593677815821,Iris-virginica
+67,6.5252613836441045,3.219465454299454,5.202336470208103,2.0000552197809394,Iris-virginica
+68,5.560768167193627,2.4918473030002386,3.866977448388256,1.1116634007411157,Iris-versicolor
+69,6.132034217996889,2.7940335365364333,4.692517217613335,1.213717766539692,Iris-versicolor
+70,7.689142639825366,2.602438634588805,6.899998948495703,2.3010545325981666,Iris-virginica
+71,6.234468477334842,2.225827989790502,4.431721981382814,1.3732187448313953,Iris-versicolor
+72,4.980643562693558,2.0,3.4101294489925826,1.012326016552018,Iris-versicolor
+73,5.143712991444131,3.44389104619028,1.3981381240859667,0.20225784537560793,Iris-setosa
+74,7.651243806709424,3.0,6.613828885248683,2.131936427016654,Iris-virginica
+75,5.42629915280095,2.4078674394185007,3.5290670109102797,1.0012923841962065,Iris-versicolor
+76,4.488065504936469,2.2593241571851475,1.319601580659663,0.2868301185062456,Iris-setosa
+77,4.790025240459363,3.3975526513153205,1.6388519544819256,0.2010307156783564,Iris-setosa
+78,4.768890497721237,3.0,1.4047401026750155,0.1,Iris-setosa
+79,6.7930371071973825,3.1680478505373566,5.908197459639182,2.2776471015173265,Iris-virginica
+80,5.001615786319852,3.678789223440802,1.4000639348312143,0.2053651357612796,Iris-setosa
+81,4.590227091714045,3.609350264688974,1.0,0.20623443237227063,Iris-setosa
+82,5.633266854971445,2.8998584489390837,3.7786307246774693,1.2945427758760322,Iris-versicolor
+83,5.938519983922864,3.0,5.108395087862283,1.7979936776955048,Iris-virginica
+84,5.323370131999862,3.676518525923014,1.5157054956651341,0.20498484140490814,Iris-setosa
+85,5.996929350105887,3.4043149470598917,4.51151820166102,1.616141478920459,Iris-versicolor
+86,6.046924875547471,2.7999964244657343,4.660981145126514,1.2166202653792229,Iris-versicolor
+87,4.861952898792303,3.0,1.4084163449490366,0.1,Iris-setosa
+88,4.4,3.174789013486894,1.3134664610687694,0.20681100604905828,Iris-setosa
+89,5.6829295537784885,3.0,4.513087106784633,1.5347246611858016,Iris-versicolor
+90,6.315963751431021,2.677012088696912,4.861643038782846,1.8076223801755968,Iris-virginica
+91,6.652526456036791,3.320268313782854,5.709858319850369,2.4999995531859263,Iris-virginica
+92,5.55295808385737,2.581750174882323,4.276845935485695,1.1851651153232163,Iris-versicolor
+93,5.22725347371332,3.835341060748881,1.4008636492536473,0.3387926360137169,Iris-setosa
+94,5.936547990636343,3.2211417210503877,4.80715996359438,1.8062017385767397,Iris-versicolor
+95,5.0926047044174325,3.3714118687760166,1.8822829419828204,0.4138161454990861,Iris-setosa
+96,6.234993577360901,2.1846024689115584,4.511158257574579,1.4826264694861997,Iris-versicolor
+97,5.474644213330592,3.0,4.509159495670997,1.5114894156322543,Iris-versicolor
+98,6.092510378583623,2.796271122609252,4.723682423116182,1.2118148580218455,Iris-versicolor
+99,7.341149980701977,2.893199625465469,6.31879010367057,1.7918691836121812,Iris-virginica
+100,4.905329337154763,3.1223539558268785,1.5095237612741317,0.1,Iris-setosa
+101,5.13922599731096,3.706931243655033,1.505542068323252,0.39506598893361655,Iris-setosa
+102,5.189866944896885,3.38400113133926,1.4007771657560837,0.1950470249482401,Iris-setosa
+103,5.604092187404804,3.0,4.506864126086006,1.4980451316351202,Iris-versicolor
+104,6.471341996146843,3.214173836330359,5.081940782200551,2.0339232096260416,Iris-virginica
+105,6.494816820305989,3.0,5.7694921882026,2.199274542824767,Iris-virginica
+106,4.816883709007071,3.0,1.372476727619608,0.29486457576011543,Iris-setosa
+107,5.019526656439407,3.6059122721481462,1.3916513937409505,0.1984673944007059,Iris-setosa
+108,5.585706577089518,2.5701012755486166,4.315181919040416,1.1754062478499785,Iris-versicolor
+109,5.997872840511907,3.3730499435601606,4.511666453613703,1.6135360210664433,Iris-versicolor
+110,6.254075081299512,2.8683300161059924,4.25534151675314,1.2333399490691892,Iris-versicolor
+111,6.939262589977422,3.0,6.036115195543898,2.1375106234588928,Iris-virginica
+112,7.0915688388501605,3.0,5.8665746821580305,2.130720508562289,Iris-virginica
+113,4.775135502612067,3.4061718842248174,1.6797957662608571,0.19591804907408333,Iris-setosa
+114,5.017720874933004,3.6083775141853014,1.3935167195465312,0.20530272585586953,Iris-setosa
+115,5.402519302603176,2.6042032786934217,4.232954865448706,1.1906358676948194,Iris-versicolor
+116,4.825054166798958,3.3993640717822915,1.8814978856475135,0.2015039282660867,Iris-setosa
+117,4.964332129559756,3.600805084031427,1.3836371961940916,0.20161917691018064,Iris-setosa
+118,6.718118430346325,3.277539350598621,5.686557420836058,2.126080950531239,Iris-virginica
+119,5.807448221630269,2.805506226884392,5.083181099539872,2.4023126935341717,Iris-virginica

iris/tab_ddpm/4/14/test.csv

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

iris/tab_ddpm/4/14/train.csv

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

iris/tab_ddpm/4/14/val.csv

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

iris/tab_ddpm/4/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.667808879612107,2.7874214649123172,4.490681381757887,1.2885331391289145,Iris-versicolor
+1,6.234530406040879,2.884524250178835,4.29232148134755,1.30791708112251,Iris-versicolor
+2,5.556882638275975,3.0,4.492859136723933,1.517680650887961,Iris-versicolor
+3,4.998118006596188,2.00000046229005,3.574407267688742,0.8259772430650383,Iris-versicolor
+4,4.79722761578364,3.0,1.3738232454647543,0.10000009063912145,Iris-setosa
+5,5.631417948769539,2.757722652127964,4.486034277795432,1.2769703698550088,Iris-versicolor
+6,6.001848666653857,2.9601462166045422,4.5642943792870065,1.5208038947504106,Iris-versicolor
+7,6.185607525517127,2.2089042085026667,4.468795627856398,1.4682882006946592,Iris-versicolor
+8,6.854570881917133,3.0985862811870946,5.110935099541665,2.2808888376154526,Iris-virginica
+9,7.702325355078954,2.5928469235330076,6.9,2.299706141142934,Iris-virginica
+10,5.135013103346131,3.700537240697981,1.499492372753387,0.45505520880335804,Iris-setosa
+11,6.467486995723896,3.0,5.444472735912048,1.797975467725342,Iris-virginica
+12,4.87527752767538,3.059930805954693,1.4701432045631515,0.1,Iris-setosa
+13,6.853781044118026,3.119255204019921,5.929992843785517,2.1914192524961673,Iris-virginica
+14,7.899998688372154,3.7512878714617672,6.461118802904285,1.9698784407399088,Iris-virginica
+15,5.042936526307506,3.5684749344439277,1.3772634511483863,0.20100399176566472,Iris-setosa
+16,4.98869831679376,2.000000472931921,3.4689309856388317,0.8955891560834943,Iris-versicolor
+17,5.011235259172246,2.0,3.276949324619687,0.9714253778613582,Iris-versicolor
+18,6.347063774466216,2.5042230606762192,4.997793078916873,1.9023121264345677,Iris-virginica
+19,5.222409706533558,3.4006964705472362,1.4025036830954998,0.199753167077882,Iris-setosa
+20,5.660175160358187,3.78324578062269,1.7638347604050721,0.39314163931962004,Iris-setosa
+21,5.665057386265422,3.0,4.4958393003277735,1.4798328975224688,Iris-versicolor
+22,6.1385642860721905,2.2459631410943337,4.1717552957767206,1.1118325698496963,Iris-versicolor
+23,6.707786884764418,3.0,5.000979147148294,1.7010332218039124,Iris-versicolor
+24,6.286132146891223,2.6650641165636566,4.905064683457685,1.7916233123023841,Iris-virginica
+25,5.989474791654904,2.187702785391656,3.9216700442636285,1.0077013535369235,Iris-versicolor
+26,4.785702040923883,3.3938066105774642,1.8232504511759797,0.19477008046432992,Iris-setosa
+27,5.962854195617557,3.299997552747029,4.6487652654284375,1.6820196125935412,Iris-versicolor
+28,6.896337919912223,3.082351834257166,5.129385950830196,2.28515839993483,Iris-virginica
+29,5.867591336251703,3.2110661383201835,4.761909392676395,1.819731556822826,Iris-versicolor
+30,6.703612041281284,3.0,4.9925101022175795,1.6866954935987215,Iris-versicolor
+31,4.505591838840351,2.3022126610756626,1.313207026732436,0.3436571991286589,Iris-setosa
+32,5.416235319682763,3.9395266653680556,1.2639728447026428,0.4218028714322627,Iris-setosa
+33,4.892320337142591,3.10063159522238,1.480398982620737,0.10000014164187447,Iris-setosa
+34,6.710687074573143,2.4836904891880907,5.793157363158064,1.8104076957268829,Iris-virginica
+35,4.603041527174539,3.6105354356151,1.0000004584695805,0.19636371664921748,Iris-setosa
+36,5.111384047453124,3.489730489668666,1.384657521448178,0.1974885055334184,Iris-setosa
+37,7.253701537366152,3.0,6.130047208294816,2.0660864132409666,Iris-virginica
+38,5.500733479182872,2.605037313548821,4.416529716901392,1.2472292509096483,Iris-versicolor
+39,6.711851549629664,2.9931767956001445,5.736987058460405,1.8197489610411928,Iris-virginica
+40,4.9975796212783745,3.0,1.5649274228508308,0.20269584547729946,Iris-setosa
+41,4.904773971308877,2.3929651122814937,3.5606302027960197,0.9920571636728701,Iris-versicolor
+42,4.995275615159381,2.0,3.5659240111086157,0.9389125116146926,Iris-versicolor
+43,6.7171478545385055,3.3231001471769575,5.682399985944209,2.4999995839892724,Iris-virginica
+44,6.669961654950088,2.5197459713556603,5.777158618677708,1.8120747122495617,Iris-virginica
+45,6.676826140624699,3.276416106635077,5.674137443560566,2.102501242345265,Iris-virginica
+46,5.8177987327131815,2.721540540258877,4.130238315283482,1.0277491890946926,Iris-versicolor
+47,6.1946750834475734,3.404095937371324,5.422474076228854,2.3066392313915562,Iris-virginica
+48,6.032291732922129,3.3910839311432373,4.5174627565467995,1.606745484086727,Iris-versicolor
+49,4.983080740502967,2.0,3.503309873165316,0.9255724921646642,Iris-versicolor
+50,7.687841670118653,2.6298180908953017,6.8999989664700525,2.3039203992035313,Iris-virginica
+51,4.913191471747579,2.3988839452730835,3.48218722021469,1.0207630025998746,Iris-versicolor
+52,5.236148861009271,3.4047144811424443,1.4002029616319642,0.19897250901987773,Iris-setosa
+53,7.710171586297972,2.60603706017603,6.9,2.306000656808313,Iris-virginica
+54,5.469898225296262,4.2,1.3682571745540995,0.19777509728521092,Iris-setosa
+55,4.629481362072402,3.2075569912330595,1.4055088637542432,0.20056703620713712,Iris-setosa
+56,6.3388012215078575,3.3046023358910053,4.720629875831066,1.605172393916609,Iris-versicolor
+57,5.407374954102132,3.392058514955892,1.6993891424298753,0.2011010631591906,Iris-setosa
+58,4.966825858138909,2.000000602117113,3.501312947829442,0.96522218263091,Iris-versicolor
+59,6.859554045872814,3.093514473303038,5.114342652819831,2.308512897320584,Iris-virginica
+60,5.760215645390729,2.6732123588783536,4.088265110014414,1.0178241369061587,Iris-versicolor
+61,4.793786711794538,3.403559567158435,1.8005993516522263,0.20328958695149268,Iris-setosa
+62,5.79096702506424,2.7259935308761545,5.1550499087591195,1.9032059936839887,Iris-virginica
+63,6.723548105673804,3.2668628195062372,5.724847829362716,2.1283194227429294,Iris-virginica
+64,7.710340249741209,2.5802790194384673,6.9,2.304681931744107,Iris-virginica
+65,6.2608737901180715,2.6911143453599315,4.897364850330021,1.8134731783096742,Iris-virginica
+66,7.628392024649113,3.0,6.623429284153476,2.089101920731579,Iris-virginica
+67,6.414114745249199,3.2304142076593747,5.116496025846328,2.0479726232286035,Iris-virginica
+68,5.438537040440235,3.3831097792042133,1.8226061779822211,0.194933316707597,Iris-setosa
+69,5.987384159064368,3.0,4.595348996505605,1.4594896225099703,Iris-versicolor
+70,6.526450570994101,3.0,4.3668106769291235,1.3829309498177929,Iris-versicolor
+71,6.135412427817239,2.797234400089603,4.72683581374738,1.2091210083764974,Iris-versicolor
+72,6.720304173706404,3.2949477364885777,5.736796409947917,2.0956373819266663,Iris-virginica
+73,6.273215814825464,2.2787511999184016,4.377465867885094,1.2988483133962552,Iris-versicolor
+74,6.809293571860162,3.203198254963746,5.867235964976983,2.305713054691961,Iris-virginica
+75,6.715936269884324,3.0,4.987384727494837,1.7071691447235822,Iris-versicolor
+76,4.4,3.223913094680878,1.306607554173154,0.20623785042506637,Iris-setosa
+77,5.99639532743467,3.4011199318923975,4.508346614590151,1.6133795111162519,Iris-versicolor
+78,7.333147506055008,2.8846239068901687,6.377515466866092,1.8520237618078998,Iris-virginica
+79,6.695797166046292,3.0040871509025737,4.82678989182468,1.6295586128678106,Iris-versicolor
+80,5.293498868725281,3.715427334066124,1.4996174980838257,0.20056345275125423,Iris-setosa
+81,6.707103031578249,2.496105633682083,5.821984184275143,1.8080780929423295,Iris-virginica
+82,6.495210600179935,3.0,5.4213406273517535,1.8149067489250994,Iris-virginica
+83,6.395009778786556,2.8608060784629186,4.281427938044568,1.2885822457757379,Iris-versicolor
+84,5.493274203605559,3.0,4.515020028040616,1.5086879800621458,Iris-versicolor
+85,6.276273881734396,3.377653397747751,5.456306455740369,2.2711867686883243,Iris-virginica
+86,6.700098890241284,3.290056465207121,5.6671378053614365,2.099618785041817,Iris-virginica
+87,5.468333145583141,4.199999221832022,1.3617434546787501,0.1954044336789186,Iris-setosa
+88,7.33727543948022,2.90172894069712,6.313921762253529,1.8099625894976579,Iris-virginica
+89,6.0336708564405965,2.9177918838525754,4.541512119852163,1.520272955820813,Iris-versicolor
+90,6.699865505863865,3.0,4.9954758480819095,1.6951248740182632,Iris-versicolor
+91,6.495039921226084,3.0,5.782776249176751,2.173038102272625,Iris-virginica
+92,5.43087052383391,3.909640385189429,1.3075505615410674,0.410905182630488,Iris-setosa
+93,6.439722758132001,3.0,5.33781024559661,1.8615407439228646,Iris-virginica
+94,4.608068613392329,3.6740568700746805,1.0000005372643623,0.20148592180955568,Iris-setosa
+95,5.478998454833574,4.199999345267612,1.4086286913988082,0.1952688756244934,Iris-setosa
+96,4.6180574273424835,3.168067371965562,1.393719454021845,0.20605797431225295,Iris-setosa
+97,6.25120614283087,2.2677674490425335,4.4330661238447675,1.3775092990746904,Iris-versicolor
+98,5.495530774183027,4.199999298273142,1.392303433222639,0.204814797724648,Iris-setosa
+99,4.5984267896098,3.1512012109146554,1.4125851800367657,0.20177917047803087,Iris-setosa
+100,5.840480105233871,2.807047568842972,5.144584853264017,2.3711703910797075,Iris-virginica
+101,5.795071237463955,2.658290664413823,4.049919398226463,0.9894202847579361,Iris-versicolor
+102,6.267462759298395,2.2117721087213895,4.494793693969267,1.4411097247181608,Iris-versicolor
+103,5.425237596459347,3.0,4.478856801888685,1.4972727214166883,Iris-versicolor
+104,5.491931534825477,4.199999253853309,1.4007694485786688,0.19353044871539118,Iris-setosa
+105,6.67137664765943,2.9857395705047662,4.874461810669478,1.6198878310422462,Iris-versicolor
+106,6.770492894739544,3.1925666780202584,5.8377419538266215,2.3000887961943186,Iris-virginica
+107,4.582107792834421,3.682655521620645,1.0,0.20197445744911918,Iris-setosa
+108,5.490453106098252,4.2,1.4080006168462256,0.2081520581739133,Iris-setosa
+109,6.746902157594155,3.2191895346458788,5.879842628475207,2.2632204288688373,Iris-virginica
+110,6.370382616413576,2.8644336850409866,4.268195825060691,1.2765788006925118,Iris-versicolor
+111,5.797556495125001,2.8094012578935113,5.089980295777911,2.398039583682611,Iris-virginica
+112,6.175431629391657,2.19144263933499,4.5091477167262575,1.5189021965314586,Iris-versicolor
+113,6.113606682010207,3.3809889241429745,4.580403500334561,1.6104952063364069,Iris-versicolor
+114,5.012581827690995,2.0000004807108804,3.720672875065254,0.8420662727298114,Iris-versicolor
+115,5.978313105523148,2.170465359534411,3.972452122287197,0.9121667524288801,Iris-versicolor
+116,7.029596598756554,3.0,5.604427356395611,2.2226937191991065,Iris-virginica
+117,6.283748410206154,2.889634156663863,5.61659993700256,1.795442308158526,Iris-virginica
+118,5.13408943232421,3.311925607939166,1.670251870427647,0.5325204127877441,Iris-setosa
+119,4.5015478911784985,2.326270891515508,1.3092025107661642,0.3278307124878432,Iris-setosa

iris/tab_ddpm/4/15/test.csv

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

iris/tab_ddpm/4/15/train.csv

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

iris/tab_ddpm/4/15/val.csv

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

iris/tab_ddpm/4/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.895556329794574,3.0,1.3812324226592105,0.19397184576227244,Iris-setosa
+1,5.523825712202587,3.0,4.502379420289155,1.52628861261767,Iris-versicolor
+2,6.587330789256262,3.0,5.824325305608979,2.238537837914196,Iris-virginica
+3,6.421086116822228,3.271478252309043,4.697572203136351,1.5820541157021029,Iris-versicolor
+4,6.680233540963892,3.256151644582892,5.681293870599218,2.095888602407998,Iris-virginica
+5,5.790896061351187,2.700985467173515,5.116907604494812,1.899381607570008,Iris-virginica
+6,6.685107146385962,3.1209138249198602,4.7193252726971595,1.502569805065038,Iris-versicolor
+7,5.927695439837812,2.1813466829589867,4.01238013095465,1.0032473094702565,Iris-versicolor
+8,5.032738854143217,3.3172503099674704,1.5614987598789967,0.5097359684325073,Iris-setosa
+9,5.393512325308105,3.3912010655794074,1.5630879404949731,0.20306276620426134,Iris-setosa
+10,5.493989503162707,2.398545863887192,3.6277761557590806,0.9302633773753746,Iris-versicolor
+11,6.302543994427576,2.703197404701231,4.90057851862854,1.7873464836140136,Iris-virginica
+12,5.914276196481895,3.0,5.075457565370927,1.8034401573328476,Iris-virginica
+13,5.451536427260875,3.0,4.48840640852934,1.5008220454952441,Iris-versicolor
+14,5.264675467040808,2.3480919212352696,3.5408801243808066,0.8384429494856771,Iris-versicolor
+15,4.8733783227269925,3.3973224412385665,1.6223507120053104,0.19991878184838824,Iris-setosa
+16,5.595518604734228,3.0,4.058283057533448,1.2989329868130295,Iris-versicolor
+17,5.796102363569793,2.7087005149927146,5.13217521581616,1.8876926833226308,Iris-virginica
+18,5.6400664219376955,2.900503111367863,3.8374867561400476,1.2970213099504646,Iris-versicolor
+19,4.7577874614028834,3.392941169053139,1.572771208902875,0.19811179672141976,Iris-setosa
+20,6.278598003243178,2.279218443505789,4.340860569288785,1.2924861765959685,Iris-versicolor
+21,4.985161308929756,2.3899835095516293,3.548767295951717,0.9170249800714572,Iris-versicolor
+22,5.011209833005781,3.379703855151352,1.5946997315901517,0.45569066061212893,Iris-setosa
+23,5.801400218271981,2.6971475316549367,5.105512168852066,1.889494734208376,Iris-virginica
+24,5.322526231983035,3.708824394324995,1.5010592167127594,0.20058094303983878,Iris-setosa
+25,6.243960675795267,2.2640942507914184,4.405245806853048,1.3796663330799093,Iris-versicolor
+26,4.400000464466734,3.2136181425322903,1.2904714833505073,0.1985146279641624,Iris-setosa
+27,5.0105804524611575,2.000000651868051,3.4745693912615336,0.9726536336593448,Iris-versicolor
+28,4.944022751640936,3.0,1.4464143131499476,0.19247473807771226,Iris-setosa
+29,6.68027156892972,3.255223457034895,5.695116917498924,2.1068523491728577,Iris-virginica
+30,5.924368555425678,3.0,5.103142403553718,1.8165573476632537,Iris-virginica
+31,4.77875524276401,3.4009613508675125,1.8530349015518104,0.20773137324429036,Iris-setosa
+32,4.400000457104574,3.2190353326978927,1.2816985883491705,0.20183995109306552,Iris-setosa
+33,6.7738901807669185,3.198347745884427,5.87202709680979,2.2711008868637848,Iris-virginica
+34,6.442766007611217,3.1453755871286604,5.125417426029299,1.9591397373063022,Iris-virginica
+35,5.688948066544955,3.0,4.168836719254496,1.2070909356328356,Iris-versicolor
+36,7.9,3.755063862794976,6.4016897519802445,1.9517388590460716,Iris-virginica
+37,4.587810769917578,3.6217224677264523,1.0000004045599467,0.1984392130859488,Iris-setosa
+38,4.752642445631036,3.0,1.3768203847162113,0.10000009018655981,Iris-setosa
+39,5.026964450901128,2.38854559352507,3.774204558659852,1.0529720859237701,Iris-versicolor
+40,5.50344601091603,2.5956988213052687,4.397443612895503,1.1969254521044816,Iris-versicolor
+41,5.668369515412837,2.887890032737633,3.8789039515899066,1.2949444357872189,Iris-versicolor
+42,6.524557526459744,3.0,5.769508779527922,2.196280848713242,Iris-virginica
+43,6.228629685206543,3.3796721248178563,5.436231895569627,2.2983881027853763,Iris-virginica
+44,7.9,3.7062186658024707,6.440508461393861,2.046516092213641,Iris-virginica
+45,6.007318955302603,3.3421289824741254,4.631847425840356,1.672438469086129,Iris-versicolor
+46,7.899998529164521,3.8024114393906854,6.522970127265592,1.9565013599856849,Iris-virginica
+47,4.818032628026902,3.406338621742371,1.72542667113761,0.20146336323296846,Iris-setosa
+48,5.553220693948069,2.4491101704624363,3.9094504201299665,1.0676503253951495,Iris-versicolor
+49,5.125926227948464,3.282006175749928,1.7763657867381453,0.5178476142087169,Iris-setosa
+50,7.660469039069084,2.8122217911409257,6.682766911549826,1.9785448208844143,Iris-virginica
+51,4.995504211839072,2.000000604552753,3.4694725889601488,0.8935983305267237,Iris-versicolor
+52,4.958880942504242,3.0,1.4834392712304114,0.19613657958509906,Iris-setosa
+53,6.276103533166807,2.7117520829546784,4.906722645846788,1.7950020079411342,Iris-virginica
+54,5.54238529721539,2.454542118109845,3.7777301166021164,1.0265109949725002,Iris-versicolor
+55,6.712905075466948,3.0,5.02850880681541,1.7106464745302354,Iris-versicolor
+56,5.884728985787615,2.802818024179139,4.583083229907387,1.27642665851846,Iris-versicolor
+57,5.980363271404446,3.4131416901192626,4.525746357463267,1.5858955317206211,Iris-versicolor
+58,7.608430465581759,3.0,6.598967343175366,2.096755115033049,Iris-virginica
+59,5.873730212243773,3.0,5.106380386375727,1.8032293203526712,Iris-virginica
+60,6.715363938608936,3.247813228007613,5.732269406987425,2.4999995319481343,Iris-virginica
+61,5.488499933839647,2.4308011614015066,3.742582443957642,1.0094624156091112,Iris-versicolor
+62,5.915876685854589,3.0,5.09612941592909,1.797730470219253,Iris-virginica
+63,5.795333701730925,2.69851844727752,5.092295459239059,1.8768957781563305,Iris-virginica
+64,6.347262544798749,3.296806761512514,5.253935043071068,2.190391251293181,Iris-virginica
+65,4.590877193144604,3.6020686668317934,1.0000004516187841,0.19127641856797684,Iris-setosa
+66,5.192527941921831,3.412745565187231,1.3965522099029313,0.19864887195946684,Iris-setosa
+67,6.379679502053228,3.2532964801246034,4.741961268605686,1.559662594867319,Iris-versicolor
+68,6.312889194277188,2.7051581004159417,4.853749303189326,1.7881760081658797,Iris-virginica
+69,6.695863716250694,2.530133696131006,5.845515165059378,1.7937980428794087,Iris-virginica
+70,4.8005793697959565,3.4000421809536086,1.669155156800691,0.2031834032374561,Iris-setosa
+71,6.094516868518845,3.412030058534194,5.472165449512643,2.3025340500364333,Iris-virginica
+72,5.043574927703575,3.5724864918461106,1.4115835198161448,0.20020125457379567,Iris-setosa
+73,6.172973725952826,2.213599888918087,4.465568685767386,1.4986469379420422,Iris-versicolor
+74,5.600468074077949,2.508521195079335,3.9358705192392405,1.0983527795653774,Iris-versicolor
+75,4.823234460987748,3.397510635078513,1.7728903632413915,0.2027831162304528,Iris-setosa
+76,6.608436207123209,3.0,5.827324541105544,2.200712292197807,Iris-virginica
+77,5.371144139065812,3.5993311579007767,1.5175292475456987,0.2106584550199435,Iris-setosa
+78,6.520594691783166,3.0,5.810771174084402,2.1957585178263654,Iris-virginica
+79,5.8069715471332914,2.6973698256784497,5.071172656043904,1.8583311894087138,Iris-virginica
+80,4.935939625941564,2.4276991686684166,3.426379955096308,1.0078854183052253,Iris-versicolor
+81,6.5798763324757905,3.0,4.4272589869607435,1.435040908493445,Iris-versicolor
+82,7.694698247005145,2.6232805109737543,6.89999845044076,2.3045021760477873,Iris-virginica
+83,5.194289869835224,3.401017567187344,1.4000474103809908,0.20094543575518684,Iris-setosa
+84,5.441350612414746,3.935492852460328,1.2797240996940775,0.45569793159933947,Iris-setosa
+85,6.083801290425795,2.7988415068509354,4.700312640337239,1.1965896985858446,Iris-versicolor
+86,6.092248786158222,3.0,4.58509410504996,1.392579891945897,Iris-versicolor
+87,5.450256527538914,3.411015937911849,1.5032022484413894,0.42382066556656095,Iris-setosa
+88,5.884763258365811,3.0,5.103213964062368,1.820457432574427,Iris-virginica
+89,4.625861481970576,3.5334179386514526,1.0000004004610517,0.20292593911544535,Iris-setosa
+90,6.026670754630401,3.390917592075829,4.498264244158707,1.5738562936437224,Iris-versicolor
+91,4.600159009546794,3.1626748510035023,1.377475162416086,0.20143245674730018,Iris-setosa
+92,5.467145574620692,4.2,1.4044565664940576,0.18993049199719736,Iris-setosa
+93,5.63972065671491,3.0,4.207612996522203,1.2567586397580164,Iris-versicolor
+94,6.841555853002302,3.1990747772649066,5.924287648637732,2.312592038330289,Iris-virginica
+95,5.980697544534267,3.4129764945908856,4.530031420135083,1.636040853656897,Iris-versicolor
+96,6.724831242703479,2.5250000052541073,5.825418252615381,1.798823636271551,Iris-virginica
+97,4.99950897681587,2.0,3.4749690034467866,1.0187811568389706,Iris-versicolor
+98,5.0141540231821216,3.0,1.6535844461181384,0.19043578511989379,Iris-setosa
+99,4.8068855894977185,3.4065955172550995,1.590426420826944,0.19952207238222464,Iris-setosa
+100,5.800621714768866,2.685079593041747,5.082260676341345,1.8849550154592793,Iris-virginica
+101,4.852095394281545,3.0,1.4027167334269655,0.1,Iris-setosa
+102,6.16819300958413,2.2467662733466023,4.287574873680461,1.1669305209192933,Iris-versicolor
+103,4.997297654973659,3.0,1.66239277752363,0.1981996316567654,Iris-setosa
+104,5.452411255446326,3.3999197430810835,1.5752895809397947,0.1962679787152867,Iris-setosa
+105,6.702132056928766,3.0,4.974277930856501,1.6959097574715434,Iris-versicolor
+106,6.064265056973528,2.8074580264415427,4.697567298787244,1.1577865886321828,Iris-versicolor
+107,5.713705383551014,3.0,4.53820478747545,1.5254366820359244,Iris-versicolor
+108,6.663344146577799,3.0320681791557265,4.578979395308565,1.4732705879609893,Iris-versicolor
+109,6.079979478609008,3.0,4.600939687288833,1.402370628783293,Iris-versicolor
+110,6.430533816679306,3.0,5.518958164936704,1.8042883315795908,Iris-virginica
+111,5.612703783145938,2.7974544719616685,4.46359801650671,1.297234069311804,Iris-versicolor
+112,7.683250862456222,2.6049531410910554,6.9,2.300121670441722,Iris-virginica
+113,6.132477912308801,3.411429802414339,5.432623654196682,2.3113452746086693,Iris-virginica
+114,4.4000004448135925,3.185994035380288,1.3165223495149627,0.19876519776858673,Iris-setosa
+115,5.565391645036384,3.745047809278531,1.6426545213970427,0.36887106301049677,Iris-setosa
+116,4.613911828580609,3.19131665518311,1.40761544003332,0.20221251138909138,Iris-setosa
+117,6.875458141654847,3.187896096441484,5.933175158544082,2.2901673617449845,Iris-virginica
+118,5.450142817886793,3.0,4.401128868171696,1.4608775398432758,Iris-versicolor
+119,5.070349440348101,2.0,3.4652943413967203,0.9618665111745792,Iris-versicolor

iris/tab_ddpm/4/16/test.csv

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

iris/tab_ddpm/4/16/train.csv

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

iris/tab_ddpm/4/16/val.csv

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

iris/tab_ddpm/4/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.507464000272233,2.531986955593106,4.174884050007393,1.1251654744050408,Iris-versicolor
+1,6.68037142367201,3.1146348936325823,4.726658157079853,1.4962147094905833,Iris-versicolor
+2,5.0828258497816,3.3047567379564957,1.6758242714887457,0.4653396451201982,Iris-setosa
+3,5.309409860841762,3.6121189112242216,1.4956127051250785,0.20438055189443702,Iris-setosa
+4,6.828753358450882,3.1794404944571935,5.9208006452696935,2.28814454069222,Iris-virginica
+5,4.598004318128339,3.6049720624985575,1.0000006047080798,0.199004585241927,Iris-setosa
+6,5.559516549257263,2.4293677600497836,3.746007662123219,1.0251735945051512,Iris-versicolor
+7,6.250995062470411,2.911985565891987,5.579099271630517,1.8088283298654848,Iris-virginica
+8,5.086519405287689,3.2922738624176917,1.7834341549930743,0.4760208009348404,Iris-setosa
+9,6.299773551524039,2.901412469375325,5.608557011945643,1.796944889630333,Iris-virginica
+10,5.815282325898402,2.7093660576550964,5.105965030147677,1.9028307261886113,Iris-virginica
+11,6.514649886179363,3.0,5.585828544118696,1.8136441766941651,Iris-virginica
+12,6.362643923262588,3.276614123360445,4.736422223932164,1.5823293200543456,Iris-versicolor
+13,5.7288780925187925,3.0,4.2051227046045225,1.1642321904566904,Iris-versicolor
+14,6.704643983402239,3.312015442419272,5.706401460481111,2.1197080211085484,Iris-virginica
+15,4.8871384123862365,3.0,1.3990915122043794,0.20160962176451874,Iris-setosa
+16,6.26815595480801,2.701367069128355,4.9390615973553444,1.8087617864508536,Iris-virginica
+17,5.7824875967347005,2.798761228438944,5.09128229583227,2.415134102074961,Iris-virginica
+18,5.492033227554485,4.2,1.410407757933568,0.20654146287962583,Iris-setosa
+19,5.679622905504607,2.8827229527737295,4.202928614943272,1.304840297970161,Iris-versicolor
+20,6.500505242264924,3.103887201697452,5.168961459806145,1.9449544014082942,Iris-virginica
+21,5.815526073130274,2.810776334819926,5.105271205593227,2.397779943606554,Iris-virginica
+22,5.103176914897672,3.693666624195795,1.4966733689477993,0.42842959072863207,Iris-setosa
+23,4.596088567393959,3.645585872996162,1.0,0.20020091110897384,Iris-setosa
+24,5.485676655220494,4.199998831587901,1.4009268234340637,0.1975180509324334,Iris-setosa
+25,6.470674395005488,3.0,5.796048110853235,2.1966842078215394,Iris-virginica
+26,5.020054564098325,3.53696911517101,1.4057373492447311,0.20635536189654152,Iris-setosa
+27,5.292337928296829,3.548555196647593,1.506663888193336,0.19968555627823273,Iris-setosa
+28,5.974579395976374,3.404843412659725,4.455263195400244,1.559438356718224,Iris-versicolor
+29,5.812428498513897,2.8272012760615706,4.549270097162858,1.3516584046884506,Iris-versicolor
+30,5.527399819378884,3.47423068517974,1.5178984933068471,0.39264629464856676,Iris-setosa
+31,5.89045760443747,3.1875003439120553,4.844141058478454,1.7843164761607702,Iris-versicolor
+32,5.2208163813821935,3.571617350169377,1.4615923693703714,0.20224447141495336,Iris-setosa
+33,5.632304846653871,3.0,4.1621409942883,1.3261130103243455,Iris-versicolor
+34,4.9094257485720885,3.0,1.3964676080339216,0.1988334846522467,Iris-setosa
+35,5.479634502559474,3.0,4.519713272361228,1.5081204645171995,Iris-versicolor
+36,5.622463804842195,3.7709657370199383,1.549081085530927,0.2860501802879032,Iris-setosa
+37,6.7072160636033376,3.12202114085807,4.7067301176477025,1.5205702217554438,Iris-versicolor
+38,6.010217645563289,3.39262924345693,4.488294667862944,1.5736924292717718,Iris-versicolor
+39,6.091508955562755,3.0,4.605412134990634,1.4057961015731897,Iris-versicolor
+40,7.01822472013195,3.0163154090690587,5.862380921888852,2.1722930002150007,Iris-virginica
+41,5.085763716871464,3.2785689997196528,1.7419745548921057,0.42958347755799386,Iris-setosa
+42,6.746902267510817,3.0292330942146752,4.859132553041494,1.6045015656876784,Iris-versicolor
+43,5.130181555450279,3.49050213774204,1.3913418674304263,0.2012904283604135,Iris-setosa
+44,5.066840124839515,3.2506514938525304,1.6048910001981274,0.29667126292092527,Iris-setosa
+45,7.59279773332316,3.0,6.617616332987781,2.07655339604362,Iris-virginica
+46,4.778902734383317,3.4033240603478,1.5669550967672223,0.2006473074806987,Iris-setosa
+47,6.2413192196684255,2.3232355874038975,4.3410675140742025,1.257401918487975,Iris-versicolor
+48,4.886891327697694,3.083990712456603,1.4915006248757692,0.1,Iris-setosa
+49,4.600594064646145,3.5833777712013686,1.000000422714071,0.19980756498924349,Iris-setosa
+50,6.386309642247719,3.251220564053361,4.701734053959541,1.5912261840232227,Iris-versicolor
+51,6.674040766194048,2.4945161178799977,5.735906910071694,1.8094844506331302,Iris-virginica
+52,5.37500782382379,2.390836001654972,3.6067787496132797,0.925644294635426,Iris-versicolor
+53,5.801033098498086,2.6823047908075135,3.993920023676829,0.838627405094714,Iris-versicolor
+54,5.4818561148117855,4.2,1.4089717528851537,0.19638161017127503,Iris-setosa
+55,5.730231350611213,3.0,4.520186806766478,1.4927114057040132,Iris-versicolor
+56,4.617915341613639,3.5883905429749494,1.000000423187388,0.2075236080575002,Iris-setosa
+57,5.3772339474275554,3.8639059457441505,1.3394809718485539,0.3714993915267268,Iris-setosa
+58,5.504315780533236,3.0,4.496316326792999,1.4620042322944697,Iris-versicolor
+59,6.701365711688908,3.0,4.968279269778145,1.7099807541806418,Iris-versicolor
+60,6.367552001028559,3.286091357618104,4.718265252052924,1.625711703418888,Iris-versicolor
+61,6.142622089208026,2.8344080700894048,4.584309225864756,1.2300444002628432,Iris-versicolor
+62,5.668798673076984,2.616525685541055,4.013271336190643,1.0476701965474204,Iris-versicolor
+63,6.688209806836756,3.1020364578413404,4.717457368379541,1.5220989644215053,Iris-versicolor
+64,4.49686634877334,2.3285247471341166,1.2962314249886973,0.3804861299305743,Iris-setosa
+65,5.669418430582814,3.6543643013391054,1.5678162298255045,0.34516288150430036,Iris-setosa
+66,6.1402182740195705,2.222452952683546,4.26921079868631,1.2412174035915173,Iris-versicolor
+67,4.6025279476558945,3.6427703252644466,1.0000004263923832,0.19779070820574324,Iris-setosa
+68,6.8393128164734645,3.1311330936799893,5.077267617439872,2.2953853643842623,Iris-virginica
+69,4.809826051306125,3.0,1.404974626389212,0.3645595400204087,Iris-setosa
+70,6.484891645196732,3.18498760394541,5.125783523525555,2.0058244790159976,Iris-virginica
+71,5.357385457691325,3.8322727236805925,1.3800015362069589,0.4209214333947896,Iris-setosa
+72,6.674661249047548,3.2712204934476894,5.727793007235346,2.1067373621527334,Iris-virginica
+73,5.846038839932889,3.1644530345465762,4.749267085387385,1.7451777736937946,Iris-versicolor
+74,5.003866942258197,2.0,3.483947949472265,0.990162479046939,Iris-versicolor
+75,5.011541575152414,2.000000607808932,3.521594890786553,0.844075388211385,Iris-versicolor
+76,4.8642951247143005,3.0,1.403554064941547,0.2904396025737563,Iris-setosa
+77,4.909694224767592,3.0,1.4010962181596622,0.1995665553416911,Iris-setosa
+78,6.293904423493979,2.9143030594438604,5.598495479910041,1.7894447306535752,Iris-virginica
+79,5.0042487802708635,2.0,3.377426058642917,0.9494450589161221,Iris-versicolor
+80,7.314425290386808,2.907718361972161,6.252518299380245,1.7983043288362133,Iris-virginica
+81,5.44127611717015,3.0,4.51161495788655,1.5147211063475325,Iris-versicolor
+82,6.2733643142364,2.55629698455207,4.946739051198313,1.8469684714092078,Iris-virginica
+83,5.934831621379002,3.2783295937690755,4.703993431776008,1.7172552715515228,Iris-versicolor
+84,5.113470935830313,3.296652590838954,1.5982144959065423,0.4447772323870794,Iris-setosa
+85,5.782481532629092,2.6844903814143932,5.13683110159966,1.9169576541589548,Iris-virginica
+86,5.428167693162834,3.0,4.476544386570923,1.5025648407879675,Iris-versicolor
+87,6.060024980293975,3.0,4.597249299010375,1.3916959462113234,Iris-versicolor
+88,6.7786301088776835,3.0,5.818117072023631,2.0403019219585348,Iris-virginica
+89,7.712282161814031,2.804721394467875,6.702858049476578,1.99333493000533,Iris-virginica
+90,4.5970853272680605,3.2153092688714353,1.4075291760176474,0.2020624794523435,Iris-setosa
+91,4.824415392548285,3.3906810098343105,1.7533991245338114,0.1983634037220955,Iris-setosa
+92,5.682269827167063,3.0,4.201514952964815,1.2080335198883505,Iris-versicolor
+93,6.8510173547786195,3.0924552733800654,5.0797193560029985,2.290401752318158,Iris-virginica
+94,4.9845950336123455,3.0,1.5695268287098862,0.19967613972797604,Iris-setosa
+95,4.810008308042383,3.411882135206272,1.5698040536081543,0.20369437368055937,Iris-setosa
+96,6.36868403812041,2.9085953908796793,5.583223955063642,1.7891134251828897,Iris-virginica
+97,6.368675917532944,2.87594482851526,4.321594776874656,1.2715719546670299,Iris-versicolor
+98,5.491803085012898,2.5642666538613685,4.345379834075749,1.1741772691910533,Iris-versicolor
+99,6.304473500498237,2.507820084798142,5.012787253443242,1.901046236544514,Iris-virginica
+100,5.786849375912597,2.7427021945506223,5.1454545767858955,1.9843820858254304,Iris-virginica
+101,6.319322735390832,2.9009470201189766,5.626778839079771,1.7996175549466422,Iris-virginica
+102,5.526939076099034,4.199998785379995,1.3873044570695072,0.20759995943275938,Iris-setosa
+103,7.720073851708187,2.7884064691899506,6.720053702545005,2.018176303409413,Iris-virginica
+104,6.540523385121445,3.2140409094839404,5.190808703704176,2.0283906039543123,Iris-virginica
+105,5.789647347696488,2.8071942419370495,5.07999866603469,2.4009129198127614,Iris-virginica
+106,5.4705327842420575,3.0,4.522459691376256,1.5377749185798109,Iris-versicolor
+107,7.899998842759771,3.799465936801471,6.409357007415918,2.0321664484563295,Iris-virginica
+108,5.532892455410211,3.0,4.525081409500397,1.5112581646934324,Iris-versicolor
+109,4.913067623578405,2.366852574214545,3.4237438049076787,1.0131480332333713,Iris-versicolor
+110,5.814450110018024,2.6943401975636236,5.114748842297507,1.8978976866974817,Iris-virginica
+111,4.773141030621088,3.405466606944915,1.6419104369146231,0.1988752737003121,Iris-setosa
+112,6.6947191190552795,3.29470037154132,5.729783002148841,2.1321012141839923,Iris-virginica
+113,5.433606162442924,3.0,4.492496267583147,1.5083594314561317,Iris-versicolor
+114,6.199505024623366,3.3121542881252086,4.657738760273878,1.5956476181451031,Iris-versicolor
+115,5.394601930435666,3.4091675711261575,1.5219852450542883,0.4193623808917588,Iris-setosa
+116,5.795078714828299,2.708479777027812,5.097346893359274,1.8873149995807774,Iris-virginica
+117,5.70508422032247,3.0,4.152189184597648,1.2171686986807648,Iris-versicolor
+118,6.844612255386136,3.201990536970906,5.88861688932706,2.312912438905049,Iris-virginica
+119,6.1674153153433435,3.347510927308223,4.589690411850933,1.5767164126703124,Iris-versicolor

iris/tab_ddpm/4/17/test.csv

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

iris/tab_ddpm/4/17/train.csv

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

iris/tab_ddpm/4/17/val.csv

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

iris/tab_ddpm/4/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7815288303634182,6.3772947000097755,2.0118920804341105,Iris-virginica
+1,4.811854616587651,3.4007255496806508,1.6056569252080575,0.19945729246575292,Iris-setosa
+2,5.730212953801093,2.8948846750126203,4.306780839011978,1.2924905277406344,Iris-versicolor
+3,6.722457341793824,3.091671465868583,4.688433486176015,1.4781764068806054,Iris-versicolor
+4,5.515416163331575,2.4341423615492714,3.7344699196672395,1.0371773493479932,Iris-versicolor
+5,5.162070165679039,3.3715239609255696,1.3968851861513185,0.20124270695593705,Iris-setosa
+6,5.64657273731039,3.8096951586645162,1.5630863429868769,0.2962112836023696,Iris-setosa
+7,5.1803442278215055,3.3957491469297465,1.4139018996894386,0.19901658234130803,Iris-setosa
+8,4.818002091699737,3.4078764545559723,1.81388421773398,0.19992119951714266,Iris-setosa
+9,6.5259779000155875,3.1914747316627676,5.132393729269939,2.004455745800405,Iris-virginica
+10,7.028860806469254,3.1882232724300272,5.946869054316138,2.2888844020837427,Iris-virginica
+11,5.179458545001669,3.4658977856584197,1.4142201890275443,0.2072807814746771,Iris-setosa
+12,6.478651471551387,2.975952317966534,4.330952001970799,1.347838585018312,Iris-versicolor
+13,5.651339233793669,3.0,4.190777872821453,1.2505404640284976,Iris-versicolor
+14,4.980516179312061,2.0,3.457894139725415,1.0104675688881606,Iris-versicolor
+15,6.316586301128214,2.939967687742718,5.582789247935553,1.8541318521190924,Iris-virginica
+16,7.705289610770651,2.8112911894265054,6.716967448005081,1.9851115152898309,Iris-virginica
+17,6.185304329112983,2.226517143146169,4.418936459647764,1.414636388464891,Iris-versicolor
+18,6.781808041447193,3.2006528538112975,5.84998211957137,2.2811710162478143,Iris-virginica
+19,7.138630533916483,3.0,5.812161335034197,2.1765289534570615,Iris-virginica
+20,6.3095867244547845,2.5253231641358167,4.981685938162358,1.8748597441372088,Iris-virginica
+21,7.703858200359754,2.6261113875808535,6.899998761742852,2.2875073188783093,Iris-virginica
+22,6.705041600113711,3.2775770860647264,5.6536160562765545,2.4999994272915402,Iris-virginica
+23,5.439763397349152,3.900746695005781,1.2929655618725793,0.4013440107067195,Iris-setosa
+24,4.902071062728923,3.0,1.3993445935629358,0.19860485550457396,Iris-setosa
+25,6.486033943181131,2.956376880618641,4.306414173863365,1.3367734199272592,Iris-versicolor
+26,5.343294161819414,3.383048650590237,1.4910334594730457,0.2971948667167761,Iris-setosa
+27,4.805473323662073,3.404116958170778,1.7371609283826808,0.20021563280856733,Iris-setosa
+28,7.899998358947503,3.780902301392272,6.396397147821822,1.998814317899938,Iris-virginica
+29,7.73014196475027,2.6374704656754733,6.9,2.316022461736092,Iris-virginica
+30,6.952515704243895,3.1174780379245184,5.099325430354787,2.290978133335853,Iris-virginica
+31,6.670133004370948,3.3215137351056057,5.7290867664919665,2.5,Iris-virginica
+32,5.931950717169993,3.197569486442599,4.789471374253655,1.8024677215249567,Iris-versicolor
+33,6.2245910197079315,2.2105602702771474,4.508518835341345,1.5053127599891398,Iris-versicolor
+34,5.62363711210207,3.0,4.1735405354090735,1.2653866956255322,Iris-versicolor
+35,5.506895800010229,2.6055042649147655,4.424341536284143,1.18638076474313,Iris-versicolor
+36,6.420884830782705,3.3428988547059313,5.322306019587193,2.22887268612133,Iris-virginica
+37,6.723356930014485,3.015914885350128,4.850489965306518,1.5978144066401698,Iris-versicolor
+38,4.800111694188643,3.400381168375576,1.861792211519826,0.20113155333333713,Iris-setosa
+39,5.381212809778021,3.0,4.493984237506183,1.49198651034617,Iris-versicolor
+40,4.81720458799916,3.3966043282919305,1.9118186840370655,0.2010003072513921,Iris-setosa
+41,6.347615091882647,2.9354747782777824,5.618901142707603,1.8068849002332596,Iris-virginica
+42,6.265526071598296,3.3704791772301395,5.416657910410938,2.2829443291390206,Iris-virginica
+43,4.631116753000753,3.2424978696295095,1.4128779258562945,0.19592957333567645,Iris-setosa
+44,6.499360158409132,3.0,5.463751256020772,1.8168998215028187,Iris-virginica
+45,4.80066033395506,3.3981592139522516,1.7374481710709746,0.19790529041431312,Iris-setosa
+46,5.702221116435324,3.0,4.210182656498442,1.1660021478315898,Iris-versicolor
+47,4.790399969430216,3.0,1.399969564020002,0.2904457451900082,Iris-setosa
+48,4.801369439054616,3.3905244428462704,1.806062845644146,0.2000361659026767,Iris-setosa
+49,6.414349982379489,3.2338421208676773,4.740360834909645,1.5832146974933277,Iris-versicolor
+50,6.300542088184407,2.2858686946114846,4.441633273014824,1.3139399339422497,Iris-versicolor
+51,4.996062874857111,3.0,1.5764888501653909,0.1987357847921887,Iris-setosa
+52,5.148340733374141,3.7115959327552166,1.5243484393956637,0.41773218859182576,Iris-setosa
+53,4.606105480510046,3.5944366091295556,1.0,0.20431655081759864,Iris-setosa
+54,5.90119734752978,2.213347862773,3.985490857016744,1.0067554969822283,Iris-versicolor
+55,5.5635800644566595,3.0,4.045517076279839,1.3055595702052056,Iris-versicolor
+56,6.807740716535867,2.801013471506237,4.7801765741993165,1.4054951632692345,Iris-versicolor
+57,6.020312726409314,2.9063480259776533,4.44739995176078,1.4376281427474966,Iris-versicolor
+58,4.601361105544452,3.6618196061720045,1.0,0.19783399397236456,Iris-setosa
+59,5.013306144911977,3.6705895123727768,1.4146303188491474,0.2002073793606565,Iris-setosa
+60,6.826382775039241,2.814097209206652,4.814246307894371,1.404033637422181,Iris-versicolor
+61,6.114592925666966,3.0,4.591016101861916,1.390204879296547,Iris-versicolor
+62,5.228479985634851,3.402126510859752,1.4141448172269726,0.1982490268518797,Iris-setosa
+63,7.711465831129959,2.611911195927718,6.899998823330292,2.30069585187387,Iris-virginica
+64,5.0014205898544795,3.0,1.6158399920693387,0.2015020007739513,Iris-setosa
+65,4.799691857522069,3.0,1.40860678111965,0.10000010733570366,Iris-setosa
+66,4.599615281993354,3.5913447704455566,1.0000003855736432,0.2000507351409961,Iris-setosa
+67,6.461469753314306,2.935508318428736,4.336782837501031,1.3432847391427583,Iris-versicolor
+68,6.813312312255806,3.165386805414056,5.909907693945547,2.304480934874003,Iris-virginica
+69,5.170793040162456,3.7718886549602786,1.4435822453691238,0.41619406945026644,Iris-setosa
+70,6.364884889618292,2.6276180114129057,4.9918573544498415,1.8185323521781,Iris-virginica
+71,6.699329311740438,3.0,5.00670578681932,1.7148086603389032,Iris-versicolor
+72,6.685234847432527,2.501230768261305,5.830030265225808,1.783130735773925,Iris-virginica
+73,6.460206142003759,2.9299997612894146,4.324968309004741,1.3297692001409736,Iris-versicolor
+74,5.791678095410775,2.721228660277663,5.0922867133187495,1.9008114076139218,Iris-virginica
+75,7.64740880993272,2.8207778400017167,6.671342377700102,1.9641589448669725,Iris-virginica
+76,6.793159527399104,3.200037449313414,5.823811830641721,2.284385021438224,Iris-virginica
+77,7.663259948014657,2.9267914756315556,6.654618221247733,2.067395791623669,Iris-virginica
+78,5.306446276172993,3.3739608943400947,1.4522702030925623,0.27285244836286016,Iris-setosa
+79,5.893066739986882,3.0,5.0891711615955355,1.7883942499919585,Iris-virginica
+80,6.00916295372465,2.1961440849737492,4.072478646242319,0.9576818688368949,Iris-versicolor
+81,4.400000697721532,3.1888491162398003,1.2609668037582396,0.19756582350740248,Iris-setosa
+82,5.880808538131516,3.0,5.0970495632737105,1.811114033105589,Iris-virginica
+83,5.808266920141072,2.6939411359286574,5.171771892508753,1.8992389632296118,Iris-virginica
+84,5.539062410260279,2.6436610349472627,4.42899327688328,1.23656649045084,Iris-versicolor
+85,5.620681091465321,2.848512081863555,4.336023124005272,1.2845411192151546,Iris-versicolor
+86,4.6199830609548425,3.6754714376931386,1.0,0.1919589112541205,Iris-setosa
+87,5.895378100093305,3.0,5.098857579302021,1.8327130927270234,Iris-virginica
+88,6.729501085068095,3.2829033048418745,5.784433944783706,2.108390807957396,Iris-virginica
+89,4.8345053471110955,3.029464357462641,1.4641170561158496,0.1,Iris-setosa
+90,5.77583444758771,2.667110752618483,4.050298725654011,1.0153075559666302,Iris-versicolor
+91,5.803426109431088,2.7134010357051137,4.177133540415333,1.0327408992278106,Iris-versicolor
+92,5.122162680884482,3.488768727741637,1.4015966625788228,0.19606003149168427,Iris-setosa
+93,4.79647816924682,3.4041680835554846,1.6120261607709676,0.19549084529136918,Iris-setosa
+94,5.189100004338771,3.402930357911323,1.4083456121563018,0.19975756477200898,Iris-setosa
+95,5.6034517138573205,2.617739371667005,4.3519217782031765,1.1862725528426383,Iris-versicolor
+96,6.136184556901814,2.801537127196015,4.258266928982734,1.1237866661968274,Iris-versicolor
+97,4.505796824912227,2.2679717845497236,1.3006269281726004,0.29939144989528743,Iris-setosa
+98,5.709249342421173,3.0,4.208722806927475,1.191721918512424,Iris-versicolor
+99,4.487240907086427,2.2701705257376297,1.2847095009054337,0.28801740001852405,Iris-setosa
+100,4.88529607405653,3.1149481721274843,1.474678618901213,0.10000009827526536,Iris-setosa
+101,4.9966769225846,2.0,3.3340799199520106,0.9397957588108303,Iris-versicolor
+102,5.782723620478667,2.7942316953670967,5.09555268267045,2.3926062802740895,Iris-virginica
+103,5.940542650416746,2.8055447994593896,5.32171446902094,1.8600984955859006,Iris-virginica
+104,6.461717473445074,3.0,5.77357046666655,2.2104061106887247,Iris-virginica
+105,5.784879252386612,2.6901073676394596,4.100492554381202,0.9378627477984889,Iris-versicolor
+106,5.675157110862464,3.0,4.187955081473897,1.1996834522004673,Iris-versicolor
+107,6.198490725718402,2.7024642163827792,4.974781504619951,1.852937651242789,Iris-virginica
+108,5.479411786262942,3.791394140551603,1.4875214404210726,0.3568126066897264,Iris-setosa
+109,6.720981520222301,3.0,5.018169834806318,1.7246662238015242,Iris-versicolor
+110,4.400000477149722,3.2196285880740585,1.2878903784938025,0.19974076731776969,Iris-setosa
+111,5.794299504940498,2.689996733624476,5.10560554901188,1.8930999627636687,Iris-virginica
+112,5.006384362528655,3.0,1.5743720974545699,0.19417468759725426,Iris-setosa
+113,5.884682932136205,3.0,5.098757030367825,1.8073597690868615,Iris-virginica
+114,7.293789357715901,2.8887910657156515,6.2550834682116845,1.7991152468573226,Iris-virginica
+115,5.8056344297355515,2.714564960245471,5.107292685728104,1.8969420288853078,Iris-virginica
+116,5.824720769541063,2.688496718594902,4.218151713157005,0.9849176192882503,Iris-versicolor
+117,4.796421095094493,3.3845587519838074,1.8614507449302296,0.20168804866732895,Iris-setosa
+118,7.690023208001186,2.5827027893691223,6.9,2.3032392018906425,Iris-virginica
+119,5.075723949607932,3.4981312693619415,1.3924354926307956,0.19699829261822394,Iris-setosa

iris/tab_ddpm/4/18/test.csv

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

iris/tab_ddpm/4/18/train.csv

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

iris/tab_ddpm/4/18/val.csv

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

iris/tab_ddpm/4/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.721581193798978,2.613371189721039,6.899998994549943,2.2945333758535735,Iris-virginica
+1,5.403388302156996,3.921457381780445,1.2684525835515066,0.44154048085130815,Iris-setosa
+2,6.717083632080479,2.4872029570031473,5.793797937689644,1.7904568468913995,Iris-virginica
+3,5.8970276322376876,3.0,5.105418695483772,1.7995686371123507,Iris-virginica
+4,6.508714112568041,3.014803575619789,5.787593463358556,2.2286196091730615,Iris-virginica
+5,6.378995509870892,2.9741829926701793,5.578707096404876,1.8019538722959703,Iris-virginica
+6,4.880323686037436,3.343586886929037,1.901328250469512,0.2243378926139813,Iris-setosa
+7,6.295469063538042,2.904630737950327,5.581774578135754,1.8035830674162754,Iris-virginica
+8,6.7895613125995595,2.805703008679364,4.833601470702333,1.4239237021838875,Iris-versicolor
+9,6.279534888007,2.88721809359091,5.622430942314625,1.7984519180408565,Iris-virginica
+10,4.900084214481575,3.0899662771921848,1.5073585826103257,0.10000009830953031,Iris-setosa
+11,6.022855095813946,3.3959766612896316,4.477933119538024,1.6068382719990841,Iris-versicolor
+12,4.816172194367376,3.0,1.400642835761746,0.10000010734128001,Iris-setosa
+13,6.7244258516812145,3.0,5.012492394953221,1.696529367728705,Iris-versicolor
+14,7.721457691144075,2.799094482838225,6.723042383542193,2.0242822066627273,Iris-virginica
+15,5.2316082738445795,3.691883207806747,1.473047351437289,0.19813739335142672,Iris-setosa
+16,6.135829464719031,3.0,4.608257504825673,1.4130423386725917,Iris-versicolor
+17,5.763778278375199,2.6852392888895893,5.091451884926557,1.902013818912558,Iris-virginica
+18,6.405421006736463,2.8954383267452144,4.322861714125729,1.300317727554361,Iris-versicolor
+19,5.926239075735076,2.7643528437163463,5.23462509333871,1.8540468668724124,Iris-virginica
+20,5.787332995313667,2.7137951613705273,5.111477206677866,1.8977758273947636,Iris-virginica
+21,6.277161285794632,2.8967296213835967,5.593317011694748,1.796418356874487,Iris-virginica
+22,5.523045725479975,4.199999214619848,1.4082919790597443,0.20081148078292924,Iris-setosa
+23,4.918935565586871,3.0,1.4156115225719392,0.19637608201487033,Iris-setosa
+24,7.299916785969762,2.9005628116285465,6.337337657575002,1.7898375263459347,Iris-virginica
+25,7.3025413722278385,2.913567161312147,6.224550550434817,1.8151253652668928,Iris-virginica
+26,6.683910118937462,3.31632681622526,5.682035911974137,2.4999996070512465,Iris-virginica
+27,5.718035003119044,2.9007503601647993,4.22387450063239,1.291155682657115,Iris-versicolor
+28,5.820289456311777,2.6830606334731253,4.0539759759215155,1.0073227666151918,Iris-versicolor
+29,6.696195163752581,3.3229770923195154,5.699940397396748,2.5,Iris-virginica
+30,5.409756909398478,3.0,4.466960847335278,1.5287095481633322,Iris-versicolor
+31,7.664747865268101,2.6077587018293915,6.8999988607840645,2.28704942545925,Iris-virginica
+32,6.2952545036597005,2.542799727240739,4.976792732295404,1.8765161140437203,Iris-virginica
+33,4.605777661288744,3.612286568230405,1.0,0.19775958371448116,Iris-setosa
+34,5.009832459917509,2.0000005447503746,3.491980390422166,0.9883391345943966,Iris-versicolor
+35,5.503645258464677,2.4288615862422294,3.722084711104581,1.0129282547579312,Iris-versicolor
+36,6.658751939493582,3.257783455478684,5.552770074819959,2.111135508834021,Iris-virginica
+37,5.024056303593351,3.561750751127559,1.4012046746410518,0.19974080067730882,Iris-setosa
+38,6.4854907551865715,3.0,5.514524427760859,1.8016897222478065,Iris-virginica
+39,5.520330840017621,4.1999992005782,1.3893145847500417,0.19752082829759915,Iris-setosa
+40,5.7075670062543695,2.8044595439353635,4.52530767453363,1.309898606588217,Iris-versicolor
+41,7.691590802798332,2.582892958698938,6.9,2.297872778157152,Iris-virginica
+42,5.221832003567653,3.734773518411971,1.4190607730660896,0.3007139412340594,Iris-setosa
+43,6.0460230687076635,3.3766697192714004,4.540857929286532,1.6379013838632157,Iris-versicolor
+44,5.644129503929458,3.0,4.520054819719996,1.514596764584796,Iris-versicolor
+45,5.41620012657266,3.411125692942897,1.726591006876298,0.19939396344557936,Iris-setosa
+46,5.111585862073108,3.292181171048022,1.8231913692393462,0.46520856191814264,Iris-setosa
+47,5.223445242997742,3.402097107242269,1.3985873893712895,0.19563769460084818,Iris-setosa
+48,4.8173953620381145,3.3984077080753874,1.8705186241269756,0.20316447445885966,Iris-setosa
+49,5.7687074448955125,2.8806209945141563,4.197112887021123,1.262100751608184,Iris-versicolor
+50,6.705591236131078,3.3314224624417332,5.685127484697202,2.5,Iris-virginica
+51,7.0532753156714385,3.0,5.861631515164288,2.0979978744613668,Iris-virginica
+52,5.388427252349866,3.3871309524251214,1.5143800541903292,0.45704480954082166,Iris-setosa
+53,5.4978166664689345,3.0,4.477814091906129,1.4932405897796321,Iris-versicolor
+54,6.79907162998952,2.7859369375943714,4.802601580783186,1.3955578799445743,Iris-versicolor
+55,6.705348170992966,2.5089446103098796,5.78794394098652,1.8010413940661887,Iris-virginica
+56,4.499974541752961,2.3246917043650615,1.2931553264408842,0.32855243347018687,Iris-setosa
+57,5.694042377133887,3.0,4.518092064423978,1.493688393458339,Iris-versicolor
+58,5.525470435491301,2.5993074487247694,4.404362147054582,1.2052018826371342,Iris-versicolor
+59,4.794847043769587,3.37991040154757,1.8935882247971292,0.19723751764010322,Iris-setosa
+60,6.374745430503829,2.868735208652247,4.301908222453291,1.2764637101529366,Iris-versicolor
+61,7.9,3.8152468670810933,6.447643436013205,2.0403469096038482,Iris-virginica
+62,6.266709245268579,3.3281931351303835,4.694358540436833,1.6146632762322286,Iris-versicolor
+63,5.0886261141388305,3.4903994178342264,1.3897393076778615,0.19853229751628326,Iris-setosa
+64,6.896518882215556,3.0,5.79866224656419,2.146848521510475,Iris-virginica
+65,7.9,3.7055948511882457,6.398148272663423,2.02160552328379,Iris-virginica
+66,4.992239942832184,2.0,3.5023375663981415,0.9285663193550358,Iris-versicolor
+67,5.120710923754364,3.459212464755079,1.3957515773435454,0.19864572657890034,Iris-setosa
+68,4.981295717034782,2.0,3.5379826414626976,1.0562302244986472,Iris-versicolor
+69,4.994469298492999,2.0000004923584154,3.57573814041813,1.0166145175669694,Iris-versicolor
+70,6.875800721339245,3.1112053183939716,5.092426695063287,2.2860666089296875,Iris-virginica
+71,6.328075429075844,2.456199837024113,4.997926276775469,1.9052975829594354,Iris-virginica
+72,5.481693873848204,4.2,1.4067425345457982,0.19850894989153106,Iris-setosa
+73,7.6445298906727945,3.0,6.64669557335045,2.104425503560944,Iris-virginica
+74,7.697576746575123,2.8017618423729616,6.675364457774702,1.9986715013069707,Iris-virginica
+75,5.389546421093201,2.438345054278571,3.7593223815936994,1.009397709073666,Iris-versicolor
+76,5.672036789396581,3.0,4.215496644965581,1.2545678316937596,Iris-versicolor
+77,7.294567804843916,2.8933971614512064,6.27196618630378,1.7942635390327077,Iris-virginica
+78,5.585293203925226,3.0,4.064965985664921,1.2992494232090934,Iris-versicolor
+79,5.753848628566833,2.8842057295419807,4.302692831957844,1.3102193769674737,Iris-versicolor
+80,5.894808051889597,2.8646030688179756,4.486477551687915,1.4170469550209885,Iris-versicolor
+81,6.265124740869845,3.3214014072611424,4.679067542609237,1.612844279828282,Iris-versicolor
+82,4.999437074109306,3.0,1.702880558890067,0.2004673052932107,Iris-setosa
+83,5.356340904952214,2.3871615604302074,3.584865822009731,0.9224752016506124,Iris-versicolor
+84,5.8756706025293575,2.992589910983107,4.570479627708922,1.4496327572377967,Iris-versicolor
+85,4.613357655614725,3.5991144991010193,1.0000004141142746,0.20086031521470987,Iris-setosa
+86,5.39678299765759,3.4067517611688403,1.7509716540253037,0.20081554834485182,Iris-setosa
+87,5.486498999891951,3.0,4.518556980032785,1.5072539383007073,Iris-versicolor
+88,6.0526102825353725,3.0,4.559212179040633,1.4641011916799356,Iris-versicolor
+89,5.681265531974143,2.540000220858309,3.998559445357685,1.0679587320283401,Iris-versicolor
+90,6.691398826728244,3.3230728069260276,5.717796368883541,2.5,Iris-virginica
+91,5.00948946690183,3.408634878324657,1.6202221279566564,0.448049125304077,Iris-setosa
+92,5.5465375086364475,3.0,4.514993155457047,1.4918361474312527,Iris-versicolor
+93,5.626579264726621,2.643419743056978,4.420561691317886,1.2184977847136,Iris-versicolor
+94,6.798468242349855,3.2198522785490575,5.821454964521989,2.2966820775618353,Iris-virginica
+95,6.637652861238357,3.1501497260852265,4.674201819864202,1.5121105542947202,Iris-versicolor
+96,5.776894426249073,2.7124953123654136,5.110603640541582,1.892590700239118,Iris-virginica
+97,4.893819342410996,3.0,1.40143766403684,0.20367514327867828,Iris-setosa
+98,4.998370824814661,2.0,3.4285599765560235,0.9908894123223233,Iris-versicolor
+99,4.84851599649782,3.029467699646329,1.4674840505380287,0.10000009655736877,Iris-setosa
+100,5.069841650670694,3.547071834192924,1.3902630701347394,0.1988008653346513,Iris-setosa
+101,6.18347140379299,2.202615475518214,4.513555540956151,1.5097807477784264,Iris-versicolor
+102,5.320965637803309,3.73945404472201,1.5145942929604999,0.20350194200203578,Iris-setosa
+103,5.969029569924039,2.210258450531797,3.9828292338511915,0.8995953187534369,Iris-versicolor
+104,5.5441600599718255,4.2,1.3966182340091633,0.20762924022082851,Iris-setosa
+105,5.981289101350054,3.409638520271611,4.443586724711018,1.605533916905389,Iris-versicolor
+106,5.090775872115578,3.688124270828697,1.5020583485980508,0.4090855572095221,Iris-setosa
+107,7.603708469000456,3.0,6.60653404779525,2.093936633640028,Iris-virginica
+108,6.4668904230864275,2.9619192849827907,5.640045364151867,1.7969002292220144,Iris-virginica
+109,6.23065568908795,2.2377654504213913,4.418792611745451,1.3656064127259424,Iris-versicolor
+110,4.919410949545911,3.1082928138236707,1.4913542933744997,0.10000010435370937,Iris-setosa
+111,5.377153632080162,3.394949473532416,1.6476091565275441,0.2000884732097927,Iris-setosa
+112,7.100754397644369,3.0,5.937135099504841,2.1065741339841435,Iris-virginica
+113,6.0992458273741175,2.221438569705091,4.141686210976048,1.0965176400677212,Iris-versicolor
+114,5.025914976466961,3.583966567833079,1.4018097068579445,0.20029799081053967,Iris-setosa
+115,7.9,3.7707574553214234,6.413369609763224,2.014800708240502,Iris-virginica
+116,5.921102457465195,2.9094639942539615,4.511524047749422,1.4905519621338439,Iris-versicolor
+117,7.631132066422425,2.817487267509316,6.630377875080237,1.953635693339218,Iris-virginica
+118,4.5997295832746765,3.19475120149428,1.4028666618731742,0.19904839959534265,Iris-setosa
+119,4.797132805765559,3.0,1.3951052697568667,0.2992252133104214,Iris-setosa

iris/tab_ddpm/4/19/test.csv

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

iris/tab_ddpm/4/19/train.csv

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

iris/tab_ddpm/4/19/val.csv

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

iris/tab_ddpm/4/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.29296927801966,2.7092329269902895,4.879641313401629,1.810410024744527,Iris-virginica
+1,4.599979608130883,3.665650572651361,1.0000003812352174,0.20179927445445597,Iris-setosa
+2,6.542531433378744,3.0,5.514876987056586,1.807675915815373,Iris-virginica
+3,6.852878985694238,2.792089557948894,4.788525568371701,1.3866010194859504,Iris-versicolor
+4,6.2037449872355355,3.3932449132505083,5.4735115038134206,2.2883444635539596,Iris-virginica
+5,6.3727942582473345,3.291159998752825,4.734908169209674,1.6080766315828732,Iris-versicolor
+6,4.999095817748874,3.0,1.5763923764892003,0.20008527742744944,Iris-setosa
+7,4.7959986153752014,3.3758687430282923,1.573485229867495,0.19812927251660006,Iris-setosa
+8,5.488275077107124,3.0,4.488955866855551,1.4912711255272808,Iris-versicolor
+9,5.609678458793409,3.0,4.530713446931564,1.5439023810675063,Iris-versicolor
+10,5.549702481900944,4.199998753819114,1.4085565733874204,0.21072469691781462,Iris-setosa
+11,5.821588706682662,2.7308879333305685,4.189884357740398,0.9555760150771526,Iris-versicolor
+12,5.672634196252308,3.0,4.120828381993855,1.2668690479680333,Iris-versicolor
+13,6.471126551247981,3.0,5.495259549199472,1.7946087487051923,Iris-virginica
+14,5.791357409866482,2.691844099050337,5.09855972475818,1.9147326689817434,Iris-virginica
+15,5.73105464013379,2.8505473917410535,4.410358499115322,1.3191908724957209,Iris-versicolor
+16,6.680032619745818,3.2709810289108026,5.725790071916572,2.4999995838368956,Iris-virginica
+17,5.272788029747846,3.6217126718071535,1.463591624923077,0.20016907480301635,Iris-setosa
+18,7.725069804600396,2.6086709624297035,6.9,2.3011334868068505,Iris-virginica
+19,5.069425249750342,3.328972392521726,1.6960824268788095,0.48527837097139837,Iris-setosa
+20,7.7285105179788856,2.6089654956699104,6.9,2.3066361653690337,Iris-virginica
+21,5.803701253501472,2.714460764916377,5.082480196703703,1.9057947715641337,Iris-virginica
+22,5.808988014926746,2.6954364271221745,5.08713132238352,1.9159268891033951,Iris-virginica
+23,6.181213614959566,3.3778322387923017,5.386979241535413,2.3076296880078404,Iris-virginica
+24,5.517538253749331,2.6014346644564683,4.325244868709169,1.179051298787902,Iris-versicolor
+25,4.991030945508041,3.4282525746717623,1.7476870032068388,0.35166497559112336,Iris-setosa
+26,7.704269933080345,2.8070514295271005,6.687913333754204,2.0311361204465608,Iris-virginica
+27,4.807621008052098,3.4001308322834825,2.029303763641837,0.20275910467280323,Iris-setosa
+28,5.09525595270993,3.6652958813143166,1.501995827165783,0.4011140501138225,Iris-setosa
+29,5.503243907715638,3.0,4.502661930947094,1.4905489646915573,Iris-versicolor
+30,4.400000455963767,3.210587713293515,1.2875069548354183,0.18634758487365133,Iris-setosa
+31,4.598244231715634,3.201063525188478,1.3817763795983065,0.20115418762549356,Iris-setosa
+32,6.004877091160911,2.1997693327761665,4.067784005859131,0.9694341076147046,Iris-versicolor
+33,4.894395377635414,2.429311988519947,3.364202997948862,1.0174021132767088,Iris-versicolor
+34,7.714601412293903,2.5806020106940264,6.9,2.293053283328186,Iris-virginica
+35,5.648759751066299,2.916905451285105,3.768256284902542,1.3063445110985266,Iris-versicolor
+36,4.911897414416018,2.3918668696069485,3.4064416835250517,0.9978883568775279,Iris-versicolor
+37,7.9,3.8012908815304574,6.393941510189287,2.024549610041146,Iris-virginica
+38,6.708230123003652,3.1133336892833707,4.704790537980336,1.4899862788411098,Iris-versicolor
+39,5.095344784925369,3.299056161245221,1.5956948344527155,0.4640916049940718,Iris-setosa
+40,5.480351800401483,3.0,4.515389353426095,1.508551554950149,Iris-versicolor
+41,5.489450867246852,4.2,1.4045077799324457,0.19582892448324696,Iris-setosa
+42,7.55718594184966,3.0,6.542431080723171,2.087935066145974,Iris-virginica
+43,6.291204522137817,3.303464875972539,4.6991717024807365,1.5867454031187072,Iris-versicolor
+44,5.710859373924221,2.850684168413349,4.088284474299091,1.2685407151555828,Iris-versicolor
+45,4.908994502296667,2.4110819927399145,3.446175786227134,1.0232602967641284,Iris-versicolor
+46,4.987125044788615,2.0,3.5664066576273643,1.0087997183893969,Iris-versicolor
+47,5.783565362185634,2.829409771938164,4.49460597660545,1.3458237539672362,Iris-versicolor
+48,6.224691619275204,3.3973372107723,5.461543235796599,2.2999508974069904,Iris-virginica
+49,4.788223707109792,3.0,1.4043733518658983,0.29936084614082936,Iris-setosa
+50,5.73788095094959,2.8067744277873343,4.402936636287997,1.3044297762078327,Iris-versicolor
+51,5.398702673707885,3.9162092391582357,1.2691188174469157,0.33152346443630376,Iris-setosa
+52,4.784012171412342,3.41155450852797,1.669928321551837,0.20108816796234869,Iris-setosa
+53,5.7712290897993395,2.8237870990822103,4.528407244582909,1.323866932475728,Iris-versicolor
+54,5.00679295605067,3.0,1.5706768554814665,0.1972835072941886,Iris-setosa
+55,6.508242508421856,3.0,5.797610066613596,2.2028321994002376,Iris-virginica
+56,5.44970896078124,3.3920284592616805,1.736179427094763,0.19481254630875458,Iris-setosa
+57,5.799170935247031,2.706723966692553,4.151757221166968,1.0128635199641007,Iris-versicolor
+58,5.586691093740954,2.9795198930102624,3.8245060916891505,1.300122707440113,Iris-versicolor
+59,6.799367063413248,3.2289862479894444,5.905812606168241,2.3125298176888007,Iris-virginica
+60,7.694765457745701,2.5929106629291967,6.9,2.3014762657569645,Iris-virginica
+61,5.6603680985969085,3.0,4.522103729342662,1.511364987978201,Iris-versicolor
+62,6.347755822358745,3.2757258167633467,4.727728075103719,1.5879384448978715,Iris-versicolor
+63,6.70021887060896,3.0,5.016253039221295,1.7012865387510256,Iris-versicolor
+64,5.177278277031129,3.5453673519380837,1.4352967818541453,0.20742772182089722,Iris-setosa
+65,4.4,3.2218226838216237,1.311321541829867,0.20284917560419377,Iris-setosa
+66,4.962374335306005,2.0,3.5212905578815596,0.9197274354657843,Iris-versicolor
+67,5.741811009033744,2.8590917536592264,4.481806941265658,1.3714820738218574,Iris-versicolor
+68,5.917806590212901,3.1982998415655106,4.816238376628023,1.7826822116445709,Iris-versicolor
+69,6.86006565906674,3.138459947237337,5.269129764200101,2.3197009289694916,Iris-virginica
+70,5.2170231702203695,3.4030644499410867,1.4014198778436513,0.19764728446971708,Iris-setosa
+71,5.996870122681299,3.394448164261057,4.48293381750757,1.608799652887709,Iris-versicolor
+72,5.822204986145544,2.799519874142587,5.109957722134176,2.3936339967421523,Iris-virginica
+73,5.610555060491313,2.8956031590544247,3.5907731502550586,1.3064201634262038,Iris-versicolor
+74,6.690502653676695,3.285171097454714,5.598964062864081,2.0980029639768425,Iris-virginica
+75,5.786784299685808,2.6791991764756897,5.1119347712505725,1.905682485346018,Iris-virginica
+76,4.934228314841413,2.404034595178502,3.4612411037881445,0.9874882867140882,Iris-versicolor
+77,5.642670743411032,2.8813144491053273,3.7153291106414112,1.2949986477690283,Iris-versicolor
+78,4.8002597761591606,3.0,1.3780460604724039,0.2893267848554785,Iris-setosa
+79,6.288996275405272,2.5513888198424164,5.000581690024981,1.8717995846110789,Iris-virginica
+80,4.903133150692422,2.415250442276735,3.2378536569436283,0.9938438808653745,Iris-versicolor
+81,6.670780700361229,3.0,5.012949363407184,1.7047147328463852,Iris-versicolor
+82,4.810806140568312,3.0,1.3980063588502694,0.32369026176679544,Iris-setosa
+83,6.007692977148419,2.1908370123758747,3.980143082985066,1.0334264705033762,Iris-versicolor
+84,4.5974704497958045,3.182477830939108,1.3767323830065838,0.2004775284694962,Iris-setosa
+85,6.487010698443376,3.1792055542011632,5.099968296629143,2.012668631252632,Iris-virginica
+86,5.483705160990219,3.0,4.421047668776304,1.452530626119763,Iris-versicolor
+87,5.64170606130243,2.9059917979569128,3.8515061475542733,1.3067821768143504,Iris-versicolor
+88,6.801314991231381,2.794304009054804,4.774614784066494,1.3939259050448967,Iris-versicolor
+89,6.691020198857689,3.2923932854033424,5.626877608981712,2.092007335057661,Iris-virginica
+90,5.585907662790087,2.5409791265214916,3.867049274870716,1.0798530735323881,Iris-versicolor
+91,4.915222431784217,2.400586658005941,3.458942794520713,0.9947259676978117,Iris-versicolor
+92,5.210177502217266,3.398759660833514,1.3889593493944574,0.1995773691624536,Iris-setosa
+93,5.537073343472713,2.64215039831016,4.424078462117638,1.2039230001473484,Iris-versicolor
+94,6.79621472748261,2.8058519282867453,4.7516861348483115,1.4014682294541863,Iris-versicolor
+95,6.704655296888581,3.0,4.975424192068616,1.698323122020296,Iris-versicolor
+96,6.325488117878808,3.1606691585139797,4.808977572931077,1.6793966559509121,Iris-versicolor
+97,6.289763156138128,2.5095932695246623,5.025988210220973,1.888900887257459,Iris-virginica
+98,4.608829059505073,3.594149816615863,1.0000003984463,0.18699092437826303,Iris-setosa
+99,5.582105040230938,2.4353192452832513,3.8373537902515977,1.0497710790836896,Iris-versicolor
+100,5.895415647362949,2.8809801394735843,4.499110693626358,1.4244946423023863,Iris-versicolor
+101,6.006756104174737,2.2210872027765696,4.168838114021842,1.0275337251296475,Iris-versicolor
+102,5.463775226121402,3.0,4.502823850850532,1.504209123558854,Iris-versicolor
+103,6.6693662691135325,3.0201213283435573,4.572775001657382,1.4553720043848541,Iris-versicolor
+104,5.957553321021678,2.8020133705024763,4.3770327151575055,1.1233854438425022,Iris-versicolor
+105,5.778839284907442,2.8193490548718296,5.098446877296101,2.3946073057402715,Iris-virginica
+106,4.4000004774341015,3.2264146298117553,1.2889888106354548,0.19397684656032688,Iris-setosa
+107,5.08298236507323,3.694642862065455,1.4923154511441292,0.3592992610180685,Iris-setosa
+108,6.010182303551237,2.195348294171312,3.9611108625193427,1.0436850572335954,Iris-versicolor
+109,5.320943182744595,3.375172338947124,1.5386481347601992,0.4632486548375154,Iris-setosa
+110,5.688524372454299,3.8018272098271177,1.5725434703374779,0.3217176133640224,Iris-setosa
+111,7.710782069883898,2.619282561832355,6.9,2.298550068450666,Iris-virginica
+112,5.02114990385787,2.0000006858960426,3.5060984763491265,0.9791053731144992,Iris-versicolor
+113,4.807061011491075,3.3921192111534935,1.9017779737681637,0.20324353124335187,Iris-setosa
+114,4.787014200099626,3.0,1.4014618832216967,0.33489284456748253,Iris-setosa
+115,4.40000047171864,3.1666173796302477,1.3059736667572228,0.2025319609335821,Iris-setosa
+116,5.197637050264641,3.4014069252014933,1.3955068122664576,0.2012322258253305,Iris-setosa
+117,6.705927301233229,2.511578370192235,5.769186833031172,1.7902436575162892,Iris-virginica
+118,6.246055108364695,2.8856609798032045,5.541097378850353,1.802912214846394,Iris-virginica
+119,5.256981756855714,3.5930303191867323,1.463172381961386,0.1982300701885104,Iris-setosa

iris/tab_ddpm/4/2/test.csv

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