a

iris/tab_ddpm/6_2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.701733158971299,2.6320477274698058,6.899998301188432,2.282449345004818,Iris-virginica
+1,6.167905255737315,2.6952989258676348,5.587849927200793,1.5540143686466112,Iris-virginica
+2,6.304842229317289,2.50398810659472,4.875376348018565,1.4878829876879225,Iris-versicolor
+3,6.536784754604936,3.0,5.797170551884767,2.2044736901355386,Iris-virginica
+4,5.583214606927078,2.6845360293666456,4.451888026680977,1.2453296897385722,Iris-versicolor
+5,5.772216535382131,2.6840839668676053,5.067544742885769,1.8950272193168212,Iris-virginica
+6,5.113034299107373,3.767420758582276,1.4965576700401506,0.2001868414792809,Iris-setosa
+7,5.626227767940852,2.525937519144027,3.9628771039281006,1.1212158126869975,Iris-versicolor
+8,6.939400297088444,2.810034965687033,4.832934575721851,1.4165498707985749,Iris-versicolor
+9,4.861909298519889,3.0485394094132063,1.485116395301452,0.1,Iris-setosa
+10,5.3626369857798615,3.0,4.484111765923584,1.5082828446176095,Iris-versicolor
+11,5.3625582888601455,3.7325448622540245,1.530343429448586,0.2018154207384897,Iris-setosa
+12,5.577684749983728,2.6042101490065703,4.410088763212109,1.205936037523926,Iris-versicolor
+13,5.101478259702123,2.4907492177759534,3.0906953330303715,1.092637089484218,Iris-versicolor
+14,5.543700032654713,2.4082234020374194,3.70594959528007,1.086533940811711,Iris-versicolor
+15,6.385655078059353,2.898904025416995,4.350371782198469,1.307392815624508,Iris-versicolor
+16,5.529314314765067,2.6456564727816447,4.332651872276764,1.2536334364934978,Iris-versicolor
+17,5.521364506208017,4.199999268328297,1.411524466681364,0.20098887009527097,Iris-setosa
+18,6.0033948130611945,2.7475076534905947,5.215687540361221,1.813674675720306,Iris-virginica
+19,6.794255111587518,3.0,5.465160972204355,2.110568842841771,Iris-virginica
+20,5.07614837128312,3.4048634366560813,1.401251025589425,0.2914576880572715,Iris-setosa
+21,5.81055847561057,2.706582889342806,5.097112512434629,1.8937297321969886,Iris-virginica
+22,4.976196046580339,3.407287747063465,1.489411640020293,0.3870371238898971,Iris-setosa
+23,5.388641117874898,2.4496441745959268,3.6632203698405665,1.1081666783317294,Iris-versicolor
+24,4.914341886439536,3.098188362168874,1.6356433839932851,0.1,Iris-setosa
+25,5.4315583581518325,3.0,4.5155107469462115,1.5022105701883777,Iris-versicolor
+26,5.882849797241747,3.166364497025614,4.752762924474949,1.7748649465454511,Iris-versicolor
+27,6.944585530961625,3.0936857194984695,5.102253880745806,2.2967835743904015,Iris-virginica
+28,6.265113113309764,3.402107347422605,5.539476354912693,2.4097058181990594,Iris-virginica
+29,5.120798651479992,3.3068607146495363,1.723616440112645,0.4967180726032884,Iris-setosa
+30,6.6958197009177995,2.5271300517306727,5.820213315335443,1.8052212625767152,Iris-virginica
+31,5.553585013320877,2.6199765445734147,4.3324565395004555,1.2365661503669694,Iris-versicolor
+32,4.7929827997474375,3.0,1.3901869990042663,0.4034416467163586,Iris-setosa
+33,5.123062306894802,3.311234503130844,1.7694597623725137,0.3780081038411575,Iris-setosa
+34,6.232858584945362,2.2,4.547431727381835,1.4667584404596758,Iris-versicolor
+35,7.9,3.829146549181691,6.37746885713846,1.9865942241231367,Iris-virginica
+36,6.811207423660312,2.7956644450132813,4.800737026086986,1.3922380347099148,Iris-versicolor
+37,6.253957253001555,2.2,4.58483824264052,1.5095324701183732,Iris-versicolor
+38,6.518851046012513,3.1742596556638616,5.115823696816167,1.9707159563843304,Iris-virginica
+39,6.21078522275557,2.200000517588723,4.489597301218585,1.5140475478425466,Iris-versicolor
+40,4.617472353812396,3.407366668050006,1.3999896452205873,0.2999298643708158,Iris-setosa
+41,5.363569092897255,3.3944274693632375,1.498610787246117,0.3437000845458844,Iris-setosa
+42,6.89617738611792,3.0853500629162256,5.097144919876465,2.2948917160357967,Iris-virginica
+43,6.311601035164939,3.311046291044507,4.670502161134737,1.5916267761908087,Iris-versicolor
+44,6.297997566646261,3.2787275699004415,4.7115108301240225,1.5931984519901063,Iris-versicolor
+45,5.630531703183941,2.7302339643295768,4.448904487771977,1.2835407225876616,Iris-versicolor
+46,6.29361310152838,2.6910351925645997,4.921686303225279,1.7972686879079427,Iris-virginica
+47,4.49059084014425,2.299169373421863,1.298565709989016,0.3075980825019052,Iris-setosa
+48,5.9780231571897735,3.0,4.966345080103125,1.8022136424375397,Iris-virginica
+49,6.710391064488039,3.3014699105616243,5.69830222299966,2.091633144175022,Iris-virginica
+50,7.6950462157286434,2.570354280613383,6.9,2.2949135826233618,Iris-virginica
+51,4.992898805540903,3.396896918895359,1.629765318076012,0.3993502844927969,Iris-setosa
+52,4.955375316862698,3.3911512253997658,1.4833655917979875,0.33812161268567364,Iris-setosa
+53,6.297946919761682,3.3961532591044032,5.574546396600661,2.394304915573279,Iris-virginica
+54,7.081239240083631,3.0,5.885555671974557,2.1232782831311665,Iris-virginica
+55,5.240731731816835,2.75709697756459,4.111417100237254,1.3971500339627345,Iris-versicolor
+56,6.182953544872659,2.2,4.512903496323367,1.4929197017516729,Iris-versicolor
+57,6.914838029596453,3.2048067267990636,5.790700342969363,2.2973298518617113,Iris-virginica
+58,5.097250122645186,3.5061606816356803,1.4017458659434674,0.33929718834524636,Iris-setosa
+59,5.6751180686079925,2.7727533039859096,4.511738589337084,1.298893967798168,Iris-versicolor
+60,5.013632453443841,2.4397422063365037,3.0288447918180648,1.0964115351974366,Iris-versicolor
+61,5.178130068831104,3.459744825341304,1.5472515868563954,0.199793962464549,Iris-setosa
+62,5.117844884242543,3.3093593409051634,1.6703499087579798,0.4328478827885691,Iris-setosa
+63,6.305181424304065,3.403594637649947,5.586639344733252,2.401350872774337,Iris-virginica
+64,5.609315697251388,2.6635933949007073,4.191190034176885,1.2800503592758745,Iris-versicolor
+65,4.593827510458996,3.2032346609784286,1.3906582324326349,0.20029316659694452,Iris-setosa
+66,5.5077943375015606,2.40432280512272,3.8622559341636293,1.1007703686965689,Iris-versicolor
+67,6.512930832923117,3.0,5.788153759337766,2.203512450291671,Iris-virginica
+68,4.804970664904354,3.0,1.40036407604183,0.30994650359876286,Iris-setosa
+69,5.714904980247318,2.503283704333091,5.011523013561703,1.9865718387241358,Iris-virginica
+70,6.7087684694938785,3.2941239408368492,5.733792058359648,2.1078121075423817,Iris-virginica
+71,6.695917446413328,3.3047249605228965,5.68747162584633,2.104344703634854,Iris-virginica
+72,5.865073619212928,3.2061152352961955,4.81134574867699,1.8102469344032652,Iris-versicolor
+73,6.734154271270127,3.2916895824404837,5.673590143978097,2.4999995348618413,Iris-virginica
+74,4.989194815928921,3.1821534586459,1.2000002427449583,0.2008346758356269,Iris-setosa
+75,4.975287535244113,3.3141518740162303,1.4028402102443327,0.26878677471935464,Iris-setosa
+76,5.278137050814576,3.7235173442910434,1.4969590478571462,0.19904646014587946,Iris-setosa
+77,4.490862920246773,2.2943665299108367,1.2984892520272493,0.2984824045405257,Iris-setosa
+78,5.5018301366999625,2.409013178012056,3.82964815013318,1.0689005993855973,Iris-versicolor
+79,4.897886478103563,3.1112953332272877,1.498837611204413,0.10000010349240865,Iris-setosa
+80,4.794483757383457,3.0,1.4046893168283827,0.3119297876238274,Iris-setosa
+81,5.941987966785768,3.2356647698168155,4.801470066032204,1.7951553484374196,Iris-versicolor
+82,6.192887717972363,2.2,4.524739201302522,1.4977261841166718,Iris-versicolor
+83,5.058497418829311,3.3808974523034006,1.480392591694299,0.20739346340347112,Iris-setosa
+84,5.927944933125433,3.184204727961295,4.792013093955687,1.7926840636333359,Iris-versicolor
+85,5.596094119912177,3.0,4.149693895050685,1.2913974836972573,Iris-versicolor
+86,5.080972612259937,2.4827781191399385,2.9695221990491807,1.1012413013743922,Iris-versicolor
+87,6.214646798633024,2.5627102858782047,5.020558915412319,1.5559113514642613,Iris-versicolor
+88,6.703244567016676,3.0,5.005575069502115,1.7078389083765655,Iris-versicolor
+89,5.375316194644882,3.702813683841293,1.5217724138089124,0.2011772520928593,Iris-setosa
+90,6.285050945018072,3.2901835913566595,4.671613448167383,1.5807963014850857,Iris-versicolor
+91,5.893463239162687,3.0,5.099272823730803,1.8023065591845244,Iris-virginica
+92,6.847752180415694,3.0,5.563709372336244,2.119862102714042,Iris-virginica
+93,5.2839529937564995,3.3949688224046843,1.6498168000600044,0.2060592037859072,Iris-setosa
+94,6.546808631489893,3.0,5.528937199117538,1.818760312371202,Iris-virginica
+95,4.824971663147719,3.0,1.40009280579394,0.29714926896380106,Iris-setosa
+96,4.89654526735612,3.0949340102780596,1.5786953604383047,0.10000009614903778,Iris-setosa
+97,4.8765757944049755,3.064348270272424,1.4709926595781906,0.1,Iris-setosa
+98,6.5332612048982295,3.0,5.335008175628675,1.851754651797367,Iris-virginica
+99,5.9870355540792906,2.8881073115036306,4.515472402236884,1.4793001569941642,Iris-versicolor
+100,5.072327028541553,3.686370889375238,1.5081427550821245,0.4471059599445013,Iris-setosa
+101,5.7621064259444,2.593396032774204,5.060685387848976,1.9206256949653582,Iris-virginica
+102,6.5213421972270655,3.2010951155178984,5.101779206760547,2.0162301892589776,Iris-virginica
+103,4.91757031641659,2.4274916615000013,3.274929307841578,1.07989416543313,Iris-versicolor
+104,6.048497811308741,3.0,4.573057234450915,1.4082510408140856,Iris-versicolor
+105,6.011667424262008,2.2,5.009119172159914,1.4996504504714827,Iris-virginica
+106,5.914305527842407,3.2099277301755085,4.792158738363201,1.791291863435829,Iris-versicolor
+107,6.964576037636246,3.1312168568848286,5.718520069941426,2.2507089951266557,Iris-virginica
+108,6.489513592914444,3.0,5.512530622191333,1.8037353471540662,Iris-virginica
+109,4.400000823005199,2.899057513753344,1.4025894157769048,0.20027198758936948,Iris-setosa
+110,6.386182992320959,2.695717029056588,5.2908910908995574,1.894385645953784,Iris-virginica
+111,6.118871073493818,2.809160481144314,4.731243033838861,1.2009278693345182,Iris-versicolor
+112,6.271059184272823,3.2989591583552818,4.736262702549726,1.6387409684033993,Iris-versicolor
+113,4.904023485250159,3.099786723099369,1.6098119343142352,0.1,Iris-setosa
+114,6.797762561239012,3.1871546456798,5.8664372025969875,2.2974365895740694,Iris-virginica
+115,5.401649121825568,3.3902375048508624,1.6966907478105946,0.19788742574058635,Iris-setosa
+116,5.215900192427338,2.724152687077995,3.987417275845682,1.4306346506742653,Iris-versicolor
+117,6.280407575314398,2.518665382106381,4.935397041021782,1.532696250073014,Iris-versicolor
+118,6.403951022638676,3.0,5.7561221173171715,2.1168997788251342,Iris-virginica
+119,5.095926799754567,3.543756977427963,1.3821157882659223,0.34183348769388777,Iris-setosa

iris/tab_ddpm/6_2/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/0/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.975749958237609,3.2593714884958866,1.4010559621964163,0.2010294016584561,Iris-setosa
+1,4.901617157297244,3.0,1.4015656410808905,0.20323300124269592,Iris-setosa
+2,5.654897326068847,3.801235946601523,1.7802131092189386,0.3662999356196248,Iris-setosa
+3,5.508601591327674,4.19999895737894,1.4024356057309795,0.20009657570859568,Iris-setosa
+4,5.621375226556431,2.7212473514910616,4.326812507326797,1.2924674005401566,Iris-versicolor
+5,4.892817269394469,3.0,1.3898130859334596,0.2297152140576792,Iris-setosa
+6,5.420711485043264,2.6409630525906858,4.208700945101343,1.3512694843656756,Iris-versicolor
+7,5.84072879463157,2.7585268058069583,5.125121421231281,1.8708886516585543,Iris-virginica
+8,6.330255526348083,3.3027393954117668,4.690002571605935,1.605208963957014,Iris-versicolor
+9,4.835559882024026,2.3984762976100984,3.2731598189374513,0.9057128749168968,Iris-versicolor
+10,6.647870159524144,3.0,4.981946645289501,1.6588184393374197,Iris-versicolor
+11,5.332776649901759,2.860090393218717,4.010502235067003,1.3934613478536766,Iris-versicolor
+12,6.507989761549775,3.0,5.512756447097219,1.8031376369392775,Iris-virginica
+13,6.67440934069244,3.0,4.998518259242832,1.7161498456926894,Iris-versicolor
+14,4.997333070721129,3.2094790222084257,1.2,0.19845671431020098,Iris-setosa
+15,4.400000607611109,2.889920918173523,1.3963807045225827,0.18713278644352244,Iris-setosa
+16,6.217282223168223,2.2000002944684622,4.474587734072174,1.5029829194593625,Iris-versicolor
+17,5.4419510305691805,3.4021174452220673,1.743435556904382,0.20252721175977326,Iris-setosa
+18,6.089122433097371,2.9533728979710245,4.648615636782248,1.4062874164485806,Iris-versicolor
+19,5.980468305984566,3.0,4.876388144604829,1.80546180746305,Iris-virginica
+20,6.84778754057011,3.2066470194039103,5.817154432861547,2.2935863543446726,Iris-virginica
+21,6.730934190457367,3.2878738881387206,5.680493101106218,2.5,Iris-virginica
+22,7.705120443265079,2.5954247323756,6.899998447600721,2.310214326048975,Iris-virginica
+23,6.526290348901885,3.0,5.521274966497463,1.801893849522562,Iris-virginica
+24,6.931831761061861,3.0,5.664406520975357,2.1290726227975485,Iris-virginica
+25,4.942135949887009,3.060680756837734,1.412799837158233,0.20426429970832022,Iris-setosa
+26,5.198584861340945,3.5534317410397604,1.517402057557207,0.20688333920356913,Iris-setosa
+27,7.004443483913204,3.163414219989993,5.8127880877367035,2.2816162855646747,Iris-virginica
+28,7.8999988659476905,3.828892439793648,6.443733523766983,1.9983093416278332,Iris-virginica
+29,5.881995094230129,3.0,4.265698717668663,1.5488536817936263,Iris-versicolor
+30,6.096505767521152,2.799370764072926,4.676752608806888,1.1853351730188981,Iris-versicolor
+31,5.608783950797781,2.707039580742603,4.20088808892411,1.291223441520187,Iris-versicolor
+32,6.731659851696438,2.5102209349474593,5.773859242369808,1.8010684626864533,Iris-virginica
+33,7.1412152999148875,3.0,6.005510595021185,2.0526946958780314,Iris-virginica
+34,6.708662891181268,3.3055998770506685,5.752993372258094,2.1088316516101817,Iris-virginica
+35,5.523784020079307,3.836476317379483,1.6773513874663852,0.3336109505645981,Iris-setosa
+36,6.702531843292839,3.2790604547661717,5.618235798860492,2.5,Iris-virginica
+37,5.495797252325812,3.8129386587322824,1.4925796004818939,0.44015299469063573,Iris-setosa
+38,5.990148511730317,3.0,4.474029067767806,1.4253991082077342,Iris-versicolor
+39,4.989539559363429,3.2030130928079426,1.2,0.19423341166373914,Iris-setosa
+40,4.6192394355536015,3.4001545278161225,1.3929688928360249,0.2953565930920101,Iris-setosa
+41,4.886517240265959,3.075464099522608,1.4948804611879893,0.10000012450992181,Iris-setosa
+42,5.994012848258265,2.7069209320259247,5.078625206900493,1.5758586725664931,Iris-versicolor
+43,6.784395459028313,2.7844877449898853,4.802899894426719,1.4048473605662237,Iris-versicolor
+44,5.649949181628345,2.7744591234109723,4.198626387404588,1.2967044944541406,Iris-versicolor
+45,5.666105572100387,3.794128324318856,1.768268177555463,0.30393953527513823,Iris-setosa
+46,6.3131233545715055,3.395763817415509,5.595415246114795,2.4022057711057543,Iris-virginica
+47,6.303833751920186,2.291155530897702,4.3871578627384356,1.3032242686137874,Iris-versicolor
+48,5.942315524619908,3.0,4.348151750191658,1.4509971119959688,Iris-versicolor
+49,5.154481806816158,3.4034550572995266,1.494556071558287,0.19860416686204205,Iris-setosa
+50,6.287777806908241,3.3982765522430998,5.617509825500176,2.403147868225591,Iris-virginica
+51,4.902555922323001,3.0,1.3990733320554152,0.1980049122887963,Iris-setosa
+52,5.592128279851076,2.686725937438725,4.235998673252581,1.287005148536057,Iris-versicolor
+53,6.109095312809723,2.6080305209996193,5.592234957535762,1.4312468615312934,Iris-virginica
+54,5.9762430596771505,2.980574640832514,4.891135457877578,1.8154633151049908,Iris-virginica
+55,5.095978496942798,3.685177052957398,1.4980310982828646,0.39656884716481466,Iris-setosa
+56,6.571710066573026,3.2322592605282665,5.462113188408041,2.0372727636055736,Iris-virginica
+57,5.718592050397,3.0,4.323559453700252,1.3409027682943593,Iris-versicolor
+58,6.340482055849609,2.967615351309564,5.551159434840598,1.8091008959775303,Iris-virginica
+59,4.510403962267209,2.344167505723514,1.307478880117854,0.32138186133397184,Iris-setosa
+60,5.974279894951802,2.9532711069379114,4.532037722120146,1.424840610828916,Iris-versicolor
+61,6.80534697574518,3.0824279294154624,5.096170571844789,2.2739971899286293,Iris-virginica
+62,5.092381133440501,3.465541403631045,1.5909886728569629,0.20671278524965278,Iris-setosa
+63,4.641520883467859,3.3877380686492433,1.4300839730973363,0.35394333736632105,Iris-setosa
+64,4.607431042261567,3.1924500967482867,1.4027550325491693,0.19426332424956874,Iris-setosa
+65,5.405969644270548,3.0,4.521694011318866,1.4943823180790778,Iris-versicolor
+66,5.137220739937967,2.465636948988501,3.2915973078043854,1.0961443129953838,Iris-versicolor
+67,4.846080552877134,2.3777269646068375,3.291598642901794,0.9622610612099005,Iris-versicolor
+68,5.144480123350463,2.4865763974660595,3.1127895220746016,1.081587100337992,Iris-versicolor
+69,4.8794776004506435,3.0,1.4010299220321056,0.20030243029078224,Iris-setosa
+70,5.398776536915408,3.3962485888722482,1.8285071815605873,0.20164429189471594,Iris-setosa
+71,5.554653539686016,2.4908160957773036,3.9406942617027108,1.1230619063333829,Iris-versicolor
+72,5.117593922332351,3.3015600417469964,1.5952638228515668,0.4869865825811408,Iris-setosa
+73,5.436192526007815,3.0,4.513902400194873,1.4956703911109142,Iris-versicolor
+74,5.5681525743858185,2.441622290308869,3.813844800707897,1.0806425385436822,Iris-versicolor
+75,5.593325758003957,2.917660288780989,3.702603659582418,1.3068714521553477,Iris-versicolor
+76,4.917494990077207,2.4105956829357513,3.2780086821815586,1.0147175124248633,Iris-versicolor
+77,4.4,2.8845779264078035,1.411618713576007,0.20079961260616835,Iris-setosa
+78,5.773456869020505,2.6806480541955495,5.084179439076442,1.9010978104735639,Iris-virginica
+79,7.703441230355928,2.6026144605521813,6.8999988226187865,2.3136785403418965,Iris-virginica
+80,5.063274905182124,3.3759904255471707,1.425046459302786,0.2675336122866926,Iris-setosa
+81,5.077112985357602,3.3890124448169856,1.4957612065840427,0.20183370893096841,Iris-setosa
+82,6.096931002417694,2.6099011538381185,5.5735137662822725,1.3905532287474938,Iris-virginica
+83,6.1413517076030075,3.1079000354777886,4.547434489599213,1.4254279116489283,Iris-versicolor
+84,6.939993836922049,3.089448927396078,5.098837040331245,2.311008435366087,Iris-virginica
+85,7.899998582652189,3.8163391824248274,6.331882055865687,1.9805519771435804,Iris-virginica
+86,6.714402197706803,3.3076218676761915,5.686784999271382,2.103322888665449,Iris-virginica
+87,6.694377220202659,2.4895498624237584,5.832893977275298,1.7990242294386696,Iris-virginica
+88,7.9,3.847726604523475,6.405601854193055,1.9867685202754315,Iris-virginica
+89,4.4,2.9144443469171746,1.387259778132947,0.19632312767581872,Iris-setosa
+90,6.110242063179692,2.595680681864852,5.602147199856449,1.395940812737091,Iris-virginica
+91,5.901019095486214,3.2056965852553256,4.795089664229856,1.8034217325637778,Iris-versicolor
+92,6.26476616070352,2.5331575834445044,4.9455595899186235,1.5304878701659077,Iris-versicolor
+93,6.406576420179238,2.902150085220063,4.264982016240115,1.301927342643158,Iris-versicolor
+94,6.675256527454804,2.5131995918751677,5.7363293068011325,1.8022943633091242,Iris-virginica
+95,5.402136806632113,3.0,4.493663550513097,1.4865323938341668,Iris-versicolor
+96,5.121708743569801,3.4973660147414813,1.395642290211989,0.29471028781769476,Iris-setosa
+97,6.8575170964299765,3.1056064959511884,5.103700443552862,2.305492161968301,Iris-virginica
+98,6.485160852871773,3.1988260789768708,5.108239681533205,1.990909015839122,Iris-virginica
+99,7.300522280752987,2.8955775394292664,6.303543339012138,1.7997678988780277,Iris-virginica
+100,7.726280253606255,2.6064743524068015,6.899998907294874,2.291881590398681,Iris-virginica
+101,5.392583318402023,3.0,4.541729023458094,1.4862455322530506,Iris-versicolor
+102,5.403801556373069,3.0,4.473449711215581,1.470622449105515,Iris-versicolor
+103,5.98951087412237,3.0,4.783826289219654,1.7960709779563553,Iris-virginica
+104,6.864713452216861,3.0,5.518499568963212,2.1142669770217357,Iris-virginica
+105,5.60657949824561,3.0,4.122441937214944,1.290340753653927,Iris-versicolor
+106,5.646112086540539,2.805872828633179,4.4032758790414865,1.282570174135027,Iris-versicolor
+107,5.6021133239676715,3.0,3.8010612343932695,1.3257178891281582,Iris-versicolor
+108,6.547835957971865,3.0,5.479331884355783,1.8121409549858059,Iris-virginica
+109,5.558118896370892,2.5147315624013515,4.103478722821886,1.109464454778646,Iris-versicolor
+110,5.734469587774719,2.594250341052676,5.064199621792522,1.9135744146285336,Iris-virginica
+111,6.312120478034619,3.4003835707251335,5.602813567490015,2.399037580241919,Iris-virginica
+112,7.687997281512833,2.5899978385757114,6.899998777701269,2.283061807666938,Iris-virginica
+113,4.777881241938906,3.0,1.377304613376631,0.1,Iris-setosa
+114,4.6012534602942035,3.389334372464945,1.3943966222453887,0.2995410964231661,Iris-setosa
+115,4.883196954328022,3.099331825419286,1.5973075092782103,0.1,Iris-setosa
+116,6.498255467739578,3.1286164026627543,5.140890104105436,1.9470918814498397,Iris-virginica
+117,6.794242042533827,2.7954971180009314,4.791370965282404,1.3737826685983117,Iris-versicolor
+118,5.713424002207617,3.791697670104283,1.5956828262726999,0.3491851230752959,Iris-setosa
+119,6.295518881900883,3.288398003965722,4.699509714859635,1.561300781098612,Iris-versicolor

iris/tab_ddpm/6_2/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/1/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.803759565337378,2.647692404380411,5.070909173744836,1.9219092958701032,Iris-virginica
+1,6.025326746529435,2.707856177253562,5.129835131930398,1.608954715752176,Iris-versicolor
+2,6.012089947782236,3.0,4.817140371927946,1.8039167866785961,Iris-virginica
+3,6.293327320673898,3.2920863772442353,4.677259038497448,1.5992595877399172,Iris-versicolor
+4,6.705204008941292,3.2936614491463234,5.7249418417874445,2.4999995699251416,Iris-virginica
+5,5.851674713422898,3.0,4.188402507800033,1.4435971664709712,Iris-versicolor
+6,4.858465920850268,2.4112739288941065,3.23555086332054,0.8628854365675191,Iris-versicolor
+7,6.1996085311912905,2.2000003018917056,4.501441914576186,1.4954041647234584,Iris-versicolor
+8,6.794177510581231,2.8219837985731537,4.769395264833816,1.3999247215147423,Iris-versicolor
+9,6.737173374340308,3.0,5.408615552945755,2.12679282822009,Iris-virginica
+10,6.224747343333352,2.2,4.559427159428379,1.4948705746536022,Iris-versicolor
+11,5.927595913536198,3.197070237499623,4.77134357565691,1.8130595735194563,Iris-versicolor
+12,5.085062174533715,3.2989496569244183,1.490626587955764,0.48637016859299953,Iris-setosa
+13,6.710620059614628,2.5150907462110395,5.862886243962687,1.8028796742458184,Iris-virginica
+14,5.083041817465612,3.639008008357225,1.480953531192959,0.4059021315113531,Iris-setosa
+15,5.497530648155318,2.3936954785013422,3.8393022597413538,1.1111861007993349,Iris-versicolor
+16,5.109780690735632,3.746369785215073,1.5658912234757136,0.20440814682148323,Iris-setosa
+17,6.002220235687991,2.2,5.011029456040456,1.4841521806470979,Iris-virginica
+18,5.703211425711131,3.0,3.954953325941009,1.382330381109088,Iris-versicolor
+19,5.84897741834562,3.0,4.267470975418529,1.4467380941389831,Iris-versicolor
+20,5.068502758108923,3.5237126678724344,1.4975821637253348,0.39642097180353686,Iris-setosa
+21,4.903757629729278,3.0,1.402755314555142,0.19961655672995593,Iris-setosa
+22,6.109307579302089,3.0,4.617205852264113,1.4103681173234426,Iris-versicolor
+23,5.971232545274703,2.8862782472415374,4.578541803834888,1.4685302500814206,Iris-versicolor
+24,6.8804794762886,3.1328863160527134,5.097770294787402,2.2907792639743625,Iris-virginica
+25,6.861896797648044,3.101857463347384,5.104754116935513,2.295207180429733,Iris-virginica
+26,4.8186697779283385,3.0,1.4001408117859904,0.10000012778418207,Iris-setosa
+27,7.9,3.7702846070307174,6.341716992326751,1.957196038648639,Iris-virginica
+28,5.335067075736477,3.395706540840449,1.4972263309764797,0.4928773132783795,Iris-setosa
+29,5.993878589216167,2.2,4.954403638736126,1.501071189374584,Iris-virginica
+30,4.491572122185488,2.296518828280833,1.2988424038282047,0.29704543400850875,Iris-setosa
+31,6.700601437164182,3.0,4.99387495671991,1.70781674993615,Iris-versicolor
+32,6.292538806869587,2.7063049189956594,4.880806154314168,1.7912092143217329,Iris-virginica
+33,7.061674737433932,3.0,5.804153332617307,2.139485474169663,Iris-virginica
+34,5.160985451175688,3.792707469226901,1.6174363350884788,0.20346516531905207,Iris-setosa
+35,6.298324171507632,3.404943241283198,5.603509973255564,2.408358053448802,Iris-virginica
+36,6.276419846408176,3.2976856053739594,4.7170285610147795,1.6436210592324496,Iris-versicolor
+37,5.2922077422563625,3.375639558869644,1.567685001319623,0.4100879950485275,Iris-setosa
+38,5.3982846009658205,3.3968343879939136,1.6915011818749652,0.20504279911837708,Iris-setosa
+39,5.520773973829259,2.611116537483121,4.351743569395625,1.202359246807506,Iris-versicolor
+40,5.720200989257832,2.7594087440343777,4.511291488707402,1.259931222500609,Iris-versicolor
+41,6.692925744167473,3.294989468390509,5.687508861114926,2.0945315074734245,Iris-virginica
+42,6.700599497472284,3.0,4.990810290433602,1.700433533260175,Iris-versicolor
+43,5.780896938974284,2.7973373094523346,5.091113465176531,2.409430346362595,Iris-virginica
+44,5.106587529627398,3.522094947319908,1.4073545057963353,0.29669339547174667,Iris-setosa
+45,6.194681651649371,2.2000003455766945,4.470432349484918,1.5085649897198812,Iris-versicolor
+46,5.232268624704817,3.802608157500316,1.570214383857304,0.4630585874319182,Iris-setosa
+47,4.998283668561205,3.2154732826023125,1.2000001904403668,0.20139195212133007,Iris-setosa
+48,5.60131793631978,2.6456027489459504,4.431402454769945,1.2018553303195987,Iris-versicolor
+49,5.99953754728914,3.0,4.781773341513888,1.7988577554266247,Iris-virginica
+50,5.737362274735337,2.5345888955390583,5.035441009543359,1.9635292323509301,Iris-virginica
+51,6.328172665977968,2.2822776713390014,4.346483232124421,1.3094581685644655,Iris-versicolor
+52,5.275972100420221,2.807684819830138,4.0252423361882945,1.4105286336053955,Iris-versicolor
+53,6.321392202573038,2.4711874197092873,4.872218208093932,1.4959997189919803,Iris-versicolor
+54,6.303512766633017,2.902154541977826,5.614555499679439,1.7995081570980949,Iris-virginica
+55,5.744741620752328,2.541094346823673,5.019497166082391,1.9889788069777075,Iris-virginica
+56,6.786356658140591,3.188001573561042,5.836407414189047,2.2929644995590954,Iris-virginica
+57,5.896789863181315,3.205873392163589,4.786782729422183,1.7897966234329143,Iris-versicolor
+58,5.744799788918466,2.5928412127591023,5.056346227724771,1.9601780172909715,Iris-virginica
+59,6.794761728219499,3.0,5.377169830556363,2.1542057973228106,Iris-virginica
+60,6.287396309339132,2.30023475383615,4.383992501942807,1.300127442353998,Iris-versicolor
+61,6.7252125327462675,2.496894069402254,5.862094812571633,1.7996040871965542,Iris-virginica
+62,5.868543914191878,3.0,5.1057346767006155,1.8018514418671179,Iris-virginica
+63,6.287280530619579,2.70807603456873,4.85943291447977,1.7979245622982782,Iris-virginica
+64,5.398202092295165,3.0,4.504086519242514,1.4919354757124625,Iris-versicolor
+65,5.1319601835241695,2.5697766003404228,3.3260008750890844,1.244296806552706,Iris-versicolor
+66,4.904166258246026,3.122881120848569,1.5188657720672831,0.1,Iris-setosa
+67,6.305217564613422,2.483009749380774,4.908629319101846,1.5060860470957818,Iris-versicolor
+68,5.097508332211128,3.3059476789926765,1.6969569374452593,0.5161562524075607,Iris-setosa
+69,6.8591561581495615,3.0,5.518884050251817,2.109746651858242,Iris-virginica
+70,6.6894232987047495,2.4863679611727254,5.7769386103014195,1.808097869344683,Iris-virginica
+71,6.083349399154245,3.0,4.587213927404836,1.406705888001637,Iris-versicolor
+72,6.592059118010592,3.0,5.849538392064234,2.1535396613829554,Iris-virginica
+73,5.570846419547311,2.9396787560198585,3.6764828324330896,1.2919216132702789,Iris-versicolor
+74,4.615493011616207,3.219953353001379,1.4012435599565127,0.19686405281526248,Iris-setosa
+75,4.817913367448798,3.0,1.4067248549688534,0.31609412604954984,Iris-setosa
+76,5.323055582776001,3.4070480031510644,1.5447958179205636,0.1989972824516068,Iris-setosa
+77,4.868965726069479,3.0,1.4103631149412683,0.20034508192211162,Iris-setosa
+78,6.37321005632005,2.907142079173515,4.318430314757563,1.2972645301521348,Iris-versicolor
+79,4.4000006407710375,2.899605986221978,1.3748002252882148,0.1985979054379165,Iris-setosa
+80,4.990969048595803,3.384909149139128,1.5844372478509037,0.4348904510539487,Iris-setosa
+81,5.696457648124111,3.0,3.7593465174206515,1.3575434769979848,Iris-versicolor
+82,6.007556240419677,2.7066032315778137,5.1003469748316,1.5964319070825648,Iris-versicolor
+83,4.607449352513472,3.2122529767355497,1.4007008035092583,0.20577040587042691,Iris-setosa
+84,4.859209974763833,3.0,1.3963821108067433,0.2525168472268998,Iris-setosa
+85,5.013671569641713,3.3096127293212256,1.3907758362514955,0.20037001172362465,Iris-setosa
+86,6.9926491726342155,3.088433702833082,5.090785324484298,2.3150133613331247,Iris-virginica
+87,6.31491014447348,3.3998705902822537,5.641030749499,2.402022229170746,Iris-virginica
+88,6.343866974667441,2.7122829403073787,5.0454193560582015,1.811039651690369,Iris-virginica
+89,5.007376094333053,3.4289411245163235,1.4981331342535642,0.4475036135080596,Iris-setosa
+90,4.987593223309726,3.2225259412310527,1.200000236648715,0.20320703445854926,Iris-setosa
+91,6.279243845409262,2.3040478868388545,4.435282186165279,1.2946873520631201,Iris-versicolor
+92,6.007454699220762,2.706045438056476,5.096969006128909,1.6279881223547934,Iris-versicolor
+93,5.205188398740659,2.717916309463825,3.9513514538325576,1.4239744381014565,Iris-versicolor
+94,6.462191576462339,3.0,5.813547987516748,2.1361579417576135,Iris-virginica
+95,7.143408695174777,3.0,5.973617380595868,2.0968647418348882,Iris-virginica
+96,5.1587153991260735,3.444421759064033,1.5220702912146273,0.20117815751402945,Iris-setosa
+97,7.9,3.862041961537359,6.39808545551989,2.0183038526098094,Iris-virginica
+98,6.806942569773389,3.0,5.515883234546343,2.1024994828362042,Iris-virginica
+99,5.547875368015307,2.4492985370678744,3.7941946607859123,1.1089741411327867,Iris-versicolor
+100,5.101182913394772,3.470022969877734,1.4009316686749418,0.2990883849365918,Iris-setosa
+101,7.011648003763669,3.0,5.692101142976572,2.1049350606142507,Iris-virginica
+102,6.296834709834466,3.308189490895748,4.667686970697079,1.5921593368007008,Iris-versicolor
+103,6.678565479235547,3.0,4.9455381119275605,1.685973855327741,Iris-versicolor
+104,5.019579573918544,2.4796451921047216,3.311084293681548,1.1046266413911219,Iris-versicolor
+105,5.7825621958131554,2.7913579540436304,5.116246775004979,2.4079019224239677,Iris-virginica
+106,4.400000840586187,2.9100746008067646,1.3962672319666931,0.20281771057702194,Iris-setosa
+107,7.140976428816555,3.0,5.8981128054874885,2.128087329164089,Iris-virginica
+108,4.983211825786945,3.2117197882876813,1.2000001971463712,0.19745842424085258,Iris-setosa
+109,5.611340557585318,2.5119208509500304,4.046324002444705,1.1150564545024375,Iris-versicolor
+110,6.719963601053965,3.091198327331442,5.937152934013317,2.2548585406941517,Iris-virginica
+111,5.089852342759985,3.5082431254986255,1.4025937236951262,0.29784630571726,Iris-setosa
+112,5.411151424796542,3.403232955292915,1.6241733428422611,0.20276701575152503,Iris-setosa
+113,4.885647159614822,3.0,1.4066275076617396,0.20958374015593667,Iris-setosa
+114,6.695389835076384,3.0,5.000622744048321,1.689696883108453,Iris-versicolor
+115,5.993904844302193,3.0,4.881980152433819,1.8016979126067691,Iris-virginica
+116,5.401169055273825,3.3948935055769907,1.7928115582685415,0.19754312490866677,Iris-setosa
+117,6.713665642877716,3.0,5.008513038872726,1.730083197374921,Iris-versicolor
+118,4.989152590629731,3.29581560154516,1.4063989539795299,0.1989686184850747,Iris-setosa
+119,4.903777074492952,3.0,1.3904695658986996,0.21597443342710299,Iris-setosa

iris/tab_ddpm/6_2/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/10/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.126112652495892,3.312378297843328,1.7051575152422749,0.503165059529426,Iris-setosa
+1,6.2902269529740655,3.397449971469968,5.611317549072575,2.3970314382299134,Iris-virginica
+2,6.695305992980972,3.293767662652896,5.754230354319746,2.4999996404984186,Iris-virginica
+3,6.3171156795556245,2.9406476974697893,5.5736448557089435,1.811539441386449,Iris-virginica
+4,5.067835338452233,2.4802570456632074,2.847291813480749,1.1133331625520724,Iris-versicolor
+5,4.9047922432653825,3.0998203926771506,1.623455907803637,0.10000012027454182,Iris-setosa
+6,4.870801684427251,3.0649740318461856,1.4953433012493003,0.10000010002485897,Iris-setosa
+7,4.7918750097408465,3.0,1.3880367989638012,0.1,Iris-setosa
+8,6.293983471438265,2.8861837289487355,5.595553341837664,1.7949255435879505,Iris-virginica
+9,5.414825202490433,3.0,4.508920781097402,1.4896627298034948,Iris-versicolor
+10,6.922525553792606,3.1894740331480858,5.751211179663786,2.296922976975722,Iris-virginica
+11,6.126373153625691,2.6076634474035942,5.5891825661332915,1.4007499440264959,Iris-virginica
+12,6.469735483039559,3.0,5.745788144170875,2.1717301086296814,Iris-virginica
+13,5.060133054631292,2.485328978207776,3.1556820729836437,1.0806692725725544,Iris-versicolor
+14,5.329018869016647,3.3870679798274717,1.534133243064912,0.44744172493654055,Iris-setosa
+15,5.329773674532034,3.7569434626211793,1.6743392621945432,0.20700466195147146,Iris-setosa
+16,7.8999985275824915,3.782406457544391,6.39176347665986,2.001996961627579,Iris-virginica
+17,4.8899422292085415,3.098228004198988,1.5027941577954185,0.10000010401703395,Iris-setosa
+18,5.696793571092576,2.5139955117353803,5.013181030920982,1.9929062945914557,Iris-virginica
+19,5.841589070600428,3.053746403232561,4.526071579236136,1.714551576563061,Iris-versicolor
+20,5.73058618168402,3.0,3.920262429149444,1.3831827125682787,Iris-versicolor
+21,7.697695321795532,2.617901860276673,6.8999984660317395,2.301105350376885,Iris-virginica
+22,6.682308990355943,3.2922656416235836,5.6608799136533925,2.4999995106581263,Iris-virginica
+23,6.504033285535221,3.206939649932996,5.175131450595587,2.0127149592260656,Iris-virginica
+24,5.785912642328555,2.811825054906281,5.097844920439534,2.4027729577799697,Iris-virginica
+25,6.59835072428773,3.0,5.904696050324009,2.240192427121082,Iris-virginica
+26,7.703528057580483,2.616372654332219,6.9,2.3262234892532803,Iris-virginica
+27,7.9,3.8336821297525256,6.389865209524481,2.0114319022422484,Iris-virginica
+28,4.896855609097,3.112668455446458,1.496744631976267,0.1,Iris-setosa
+29,6.154872188759111,3.0,4.642888013590919,1.357278107519082,Iris-versicolor
+30,6.292013684717767,2.306627922717512,4.430016536487426,1.2860123292581873,Iris-versicolor
+31,7.899998697290087,3.7832985173998397,6.4241831669025755,2.0091652209546584,Iris-virginica
+32,5.324121569722774,3.8789902057434027,1.4992521302231685,0.37309533029654934,Iris-setosa
+33,5.385411369143219,3.4055973603813743,1.6249402407283735,0.20086116993929515,Iris-setosa
+34,5.0835087538098,3.3014671044010084,1.641231927030055,0.5161675862968128,Iris-setosa
+35,6.419529697257705,3.0,5.442338206022093,1.8073954308276607,Iris-virginica
+36,6.067113936545482,2.6093416232470483,5.597443211795834,1.4193618290345928,Iris-virginica
+37,6.015988796827515,2.7024305917129423,5.082618804300249,1.6021302571289844,Iris-versicolor
+38,4.5930694787752895,3.4042168394035843,1.405393964826552,0.3682158565590874,Iris-setosa
+39,5.117552015754649,3.3883137228923212,1.4974993627659603,0.19914604958751153,Iris-setosa
+40,5.174288398652616,2.6900149472120547,3.8565161694203223,1.4071297520768358,Iris-versicolor
+41,6.687091162509838,3.3033905986195533,5.669203172519294,2.5,Iris-virginica
+42,5.578808743472407,2.6585756182197757,4.411010966696867,1.2359989399710822,Iris-versicolor
+43,5.123016684159664,3.502105802482643,1.5071658160114279,0.19703580102307683,Iris-setosa
+44,4.8903147955348905,3.079696674929585,1.5695684455340428,0.1,Iris-setosa
+45,5.513094454510714,2.3757503144881036,3.800738018273128,1.0398979396979728,Iris-versicolor
+46,5.286930236337902,3.8501429646160195,1.521726076453367,0.279678592293061,Iris-setosa
+47,4.889060424990026,3.1058325293262166,1.4960723449413351,0.1,Iris-setosa
+48,4.4,2.9042662306073566,1.402254054110303,0.20224193811184382,Iris-setosa
+49,6.201103939237444,2.2,4.479062874947676,1.483512006391476,Iris-versicolor
+50,5.9113459128145545,3.1873183085997594,4.8013495246355715,1.796835309305384,Iris-versicolor
+51,5.064378822117239,3.3778443665626146,1.478040000084214,0.20985139053044233,Iris-setosa
+52,6.87383106573241,3.0970271460486956,5.089416898666173,2.29671269497798,Iris-virginica
+53,6.079286930870764,2.7898071325322302,4.702253199398097,1.2079884647484336,Iris-versicolor
+54,6.690479601576915,3.2968108540368277,5.722556941155365,2.5,Iris-virginica
+55,6.693894840301808,2.4996027917132935,5.830065499664178,1.8048652557298897,Iris-virginica
+56,6.298854894485954,3.309752394069543,4.700322832748957,1.5969011524889116,Iris-versicolor
+57,4.4,2.869287528020074,1.3983142265816348,0.1852297434323184,Iris-setosa
+58,5.117634773192699,3.8346515536675496,1.6493282137254706,0.19668492057602843,Iris-setosa
+59,6.567864704727306,3.0,5.698368330010764,2.1736558084395936,Iris-virginica
+60,5.912771184538407,3.0,4.179234003693575,1.506458687134534,Iris-versicolor
+61,6.300602361082566,2.311536010710623,4.414490163151621,1.295069756267277,Iris-versicolor
+62,6.94612466367696,3.0855789270867104,5.086855977885626,2.3069909892797296,Iris-virginica
+63,4.610305555251635,3.391222888426515,1.4036040967312424,0.2887000847491966,Iris-setosa
+64,7.323567166072561,2.9079781586340716,6.245769004420265,1.8084513769166664,Iris-virginica
+65,6.334745048089193,2.8529779355425746,5.452294930574716,1.8087330093319918,Iris-virginica
+66,6.711708176043573,3.0,5.007498953185329,1.704365690538828,Iris-versicolor
+67,6.790127559273025,3.2197959179237343,5.71180864405993,2.2591563208484713,Iris-virginica
+68,4.829640176425588,3.0,1.4060750350619566,0.33154784151636457,Iris-setosa
+69,5.931838962178427,2.2,5.004190302754249,1.4802563758724654,Iris-virginica
+70,6.388163658317219,2.6889568396503685,5.214341081590865,1.889985784531397,Iris-virginica
+71,5.821302312043707,2.5580360279385457,4.956534668155363,1.904226953334484,Iris-virginica
+72,4.592338544423954,3.1906748698505436,1.3932550501317065,0.2053714596484101,Iris-setosa
+73,7.899998912491014,3.841059816190325,6.411203219296159,1.9979371030287032,Iris-virginica
+74,6.088819778135144,2.8144706474066714,4.71801281688353,1.2097615067066776,Iris-versicolor
+75,5.816898081986505,2.7849275111091423,5.091114231369848,2.401925420835984,Iris-virginica
+76,5.6809205818364745,3.7922104608078513,1.5442683651784184,0.36825830958529626,Iris-setosa
+77,6.372660200651342,2.9036295078257477,4.293442157260045,1.2898351881578956,Iris-versicolor
+78,5.985800674307434,2.6892060798329886,5.101812779149203,1.6052947427747937,Iris-versicolor
+79,5.768551647054608,2.7923042866788603,5.097043582922944,2.398403424942974,Iris-virginica
+80,5.125723836084218,3.302309126319762,1.6476414121263823,0.4601560170038795,Iris-setosa
+81,6.306939315834791,3.276311172986415,4.732639614203949,1.582873006701837,Iris-versicolor
+82,5.534173068925076,2.6498076294444237,4.298801389600781,1.2882926734057143,Iris-versicolor
+83,6.0172508604712265,2.7015709381684934,5.090629830237255,1.5810231303105646,Iris-versicolor
+84,5.992487888747154,3.0,4.815192761675862,1.8032983888140413,Iris-virginica
+85,4.789921450180344,3.0745259037888233,1.3937654906062606,0.1955583569668202,Iris-setosa
+86,6.098913236328003,2.7075222106766503,5.420085545076937,1.6561450273099387,Iris-virginica
+87,5.110453399102234,3.681000193560375,1.498137627019887,0.42477360950586257,Iris-setosa
+88,5.9721872451478575,2.2000002752464876,4.972671688689857,1.4918559406169252,Iris-virginica
+89,5.898975869769284,3.200486568706515,4.825832102652142,1.7906034806080444,Iris-versicolor
+90,5.513470038876416,4.2,1.3978597866606577,0.20770816312733784,Iris-setosa
+91,5.633805020278095,3.0,4.288238663549938,1.2799093361957643,Iris-versicolor
+92,5.071187053329046,3.7752952583663424,1.6409072412264532,0.20182740897751938,Iris-setosa
+93,5.103878828064586,3.704673511167667,1.4997750044472082,0.3628841274088154,Iris-setosa
+94,5.004670268803695,3.204030257896293,1.2,0.19438401274411832,Iris-setosa
+95,6.556823340053545,3.248957695013966,5.627008331737824,2.4999837065644743,Iris-virginica
+96,5.004054091609115,3.3861733459046377,1.6085398446979569,0.45238076119336645,Iris-setosa
+97,5.722042249939672,2.492023007666651,5.000011022199386,1.9898041277406022,Iris-virginica
+98,5.354600217809902,3.3902143334797556,1.6130278348723253,0.1994676998411527,Iris-setosa
+99,5.794803270159535,2.801806832839036,5.120779114296121,2.403775718637222,Iris-virginica
+100,6.675547521217575,3.0,5.001766289476722,1.679370804014575,Iris-versicolor
+101,5.576569954390081,2.818578069038894,3.7035759362268204,1.2827524393266436,Iris-versicolor
+102,5.052639374253035,2.560507925567813,3.5336032909407105,1.2634916150705982,Iris-versicolor
+103,6.307929321604061,2.893891078150527,5.633057730325621,1.795696571410081,Iris-virginica
+104,5.57090305590982,2.5702368587949502,3.9289423818276634,1.1560775240883823,Iris-versicolor
+105,5.086735548871204,3.3026937459975207,1.7076843276639802,0.48888322640089277,Iris-setosa
+106,5.935519675572324,3.0,4.29562913763315,1.4943323413916367,Iris-versicolor
+107,5.593119855505299,2.9313459208366006,3.5562644438453663,1.3004074212702257,Iris-versicolor
+108,6.710118009727897,2.505991373893827,5.8514479558629455,1.8050376160804915,Iris-virginica
+109,6.852074507899576,2.7761013102739502,4.8200691452410815,1.4069472549240807,Iris-versicolor
+110,7.693798070341227,2.5888807634705544,6.9,2.279200663375591,Iris-virginica
+111,6.815094373318723,2.7964905382254726,4.838170834852469,1.4055198248334881,Iris-versicolor
+112,6.067466537123687,2.8726529602771738,4.634257283505239,1.2960189452877482,Iris-versicolor
+113,7.899998900384852,3.7821862092633114,6.3837830263081505,2.016517258637852,Iris-virginica
+114,4.993357167652878,3.2178209341146666,1.2,0.2015132775120162,Iris-setosa
+115,7.135061916730778,3.0,5.974814570105504,2.08100574016394,Iris-virginica
+116,5.467124445211282,3.4411652339930647,1.5188832266504795,0.41413778427081094,Iris-setosa
+117,6.7087779865790855,2.493588630788839,5.8060469334329206,1.7980786222288576,Iris-virginica
+118,6.3699339412318015,2.7025987639804243,5.243686268663873,1.9028399504737927,Iris-virginica
+119,7.9,3.8506909840328585,6.364829554453637,2.0169145154179517,Iris-virginica

iris/tab_ddpm/6_2/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/11/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.53387047484496,3.1901720675415137,5.088862243108421,2.0112312148902407,Iris-virginica
+1,6.122645003474779,2.963824988829453,4.515602418505868,1.448059725057661,Iris-versicolor
+2,5.472881837745497,4.2,1.3875860810039071,0.19824494529649273,Iris-setosa
+3,4.9998128424593675,3.2038114005629748,1.2000002402433287,0.20135890391650285,Iris-setosa
+4,5.803343117919841,2.821733045670916,5.100302556765075,2.4032341209430683,Iris-virginica
+5,5.820204663428102,2.8119167181173492,4.576588851566899,1.3074847777329017,Iris-versicolor
+6,6.755419301644703,3.2463123049374367,5.817432560313669,2.3195285001003345,Iris-virginica
+7,6.355912294330713,2.88955883764678,4.337552396499244,1.2625147988334282,Iris-versicolor
+8,6.431396863400234,3.1371481573587734,5.088277933753969,1.9728228569304034,Iris-virginica
+9,4.9013338734510485,3.097722098477059,1.4931562424666576,0.1,Iris-setosa
+10,5.087891572919115,3.3852401200712485,1.494093988749638,0.20402278737129179,Iris-setosa
+11,5.3985533706264155,3.8633879798439406,1.5962479713457876,0.38468735527416004,Iris-setosa
+12,7.316614561126853,2.9211630951482537,6.3135872204026455,1.8066110833972346,Iris-virginica
+13,5.563463317327551,2.451228978164179,3.864930127712107,1.1192392952877523,Iris-versicolor
+14,5.383776502672671,3.0,4.484966704252612,1.485015083484404,Iris-versicolor
+15,5.618670230123498,2.510504611333986,3.8756206727313898,1.0837304816772695,Iris-versicolor
+16,5.900272365817288,3.197238596609986,4.809899343960355,1.79476362044162,Iris-versicolor
+17,4.809807253790163,3.0,1.4023280871706796,0.32615553992003143,Iris-setosa
+18,4.902874466773328,3.082562982011737,1.5640920361152635,0.1,Iris-setosa
+19,4.990926209303158,3.2142234745536786,1.2,0.19396592409343716,Iris-setosa
+20,6.597205257166082,3.0,5.8374753333690395,2.232235643115051,Iris-virginica
+21,6.102189695362478,3.0,4.610929477176023,1.407526409799947,Iris-versicolor
+22,6.395682925603145,2.668529848495415,5.281554483423732,1.8716123167998784,Iris-virginica
+23,4.8195389586278425,3.0,1.4032425061049867,0.10000009075556685,Iris-setosa
+24,6.660905947009978,3.289907031075296,5.661090575978936,2.499999356797742,Iris-virginica
+25,4.902886656822876,3.0973485903635196,1.4902972518856312,0.10000012987536494,Iris-setosa
+26,4.5836019045428635,3.4022688544127297,1.3898509413148097,0.29729165734337903,Iris-setosa
+27,6.097637672082282,2.7996382070925443,4.688388357931016,1.2037704480163607,Iris-versicolor
+28,5.174964191921609,3.5378724043492644,1.4899744746614765,0.20352733852999363,Iris-setosa
+29,5.673458411450145,2.7461554625906905,4.4121466333862305,1.3052466550307202,Iris-versicolor
+30,5.811725813901773,2.831145801361106,5.0948440993381965,2.405415888209601,Iris-virginica
+31,6.319254908165572,2.776914756179315,5.432996184178384,1.8348766970265196,Iris-virginica
+32,5.495606578667182,3.0,4.311597954961805,1.3723761971779984,Iris-versicolor
+33,4.911625543252027,3.0642549577728326,1.4112121837929614,0.36802085672554685,Iris-setosa
+34,4.886319763900364,3.245373345897899,1.3901952666038575,0.20015656703971982,Iris-setosa
+35,5.391299732931085,3.3922852113573474,1.666709908630086,0.1969668050393666,Iris-setosa
+36,6.677572933583894,3.2989863374415487,5.678224935588523,2.085108595603398,Iris-virginica
+37,6.419548316021214,2.8872584134628188,4.281396328213757,1.2819488935260475,Iris-versicolor
+38,5.896145058771564,3.0,5.129529249060016,1.7997250892939058,Iris-virginica
+39,5.346413184001968,3.6003005258726932,1.4998270359945112,0.19981235811780595,Iris-setosa
+40,6.010311708429013,2.6921764031838844,5.086274601473043,1.6065469243394845,Iris-versicolor
+41,5.267168219680723,3.361692803726548,1.6148788968015018,0.45813621261695125,Iris-setosa
+42,5.621888986862285,3.0,4.123984100345222,1.3107667336862285,Iris-versicolor
+43,5.207480534528554,2.740648794576465,3.90261912529225,1.4328938581563297,Iris-versicolor
+44,6.40427414979227,2.899411878198879,4.231068396324432,1.3354022538850516,Iris-versicolor
+45,5.011191208609824,2.4650600347525837,2.877497125694226,1.084905726616541,Iris-versicolor
+46,5.8757009874701165,3.0,4.283240253748279,1.488261081153214,Iris-versicolor
+47,5.558567055712958,2.496857532147623,4.062956021215607,1.091233091895428,Iris-versicolor
+48,5.85381131875196,2.8014410200761684,4.635443446866146,1.2471247005663244,Iris-versicolor
+49,5.121309459391583,3.7616236844380895,1.5272207023075242,0.378875253119198,Iris-setosa
+50,5.227916473697585,2.619870882965863,3.4550721128971893,1.2362846592404502,Iris-versicolor
+51,5.139269528814705,3.329339010167154,1.4890081113354776,0.3409732918461515,Iris-setosa
+52,7.899998406241022,3.781609661420785,6.384296862137812,2.0033316471422395,Iris-virginica
+53,4.999062203669825,3.38907589924647,1.5629415856111788,0.36662278974821433,Iris-setosa
+54,5.860374373195567,3.0,5.106410975309913,1.7914575353256554,Iris-virginica
+55,5.731970475171161,3.8276082470882438,1.8031388474548184,0.2995207721860972,Iris-setosa
+56,7.704210536624726,2.6078513069641387,6.899998741946542,2.2855383820469135,Iris-virginica
+57,6.2407709430175125,3.0,4.509324079214538,1.3774970393197725,Iris-versicolor
+58,6.291895612566631,3.4069936580772473,5.599695712709615,2.3978059995899006,Iris-virginica
+59,7.700464225976777,2.58511513046383,6.9,2.286087332934437,Iris-virginica
+60,4.904481098183465,3.0958053763883875,1.4979915847918284,0.1,Iris-setosa
+61,5.282663089088442,2.5959528601378548,3.8102480537229626,1.208086289712977,Iris-versicolor
+62,7.899998991007012,3.806522355166892,6.361006212672492,1.9923072826538704,Iris-virginica
+63,5.419561788078964,3.0,4.5443835651367115,1.5023732496466817,Iris-versicolor
+64,5.082995747247249,3.3972775452070985,1.5039285329089616,0.20278551410823614,Iris-setosa
+65,5.267385797197728,3.3940055789939425,1.5564677987047544,0.20288090485383295,Iris-setosa
+66,6.268424556000636,2.5151125306366735,4.929842189488147,1.4959052128339687,Iris-versicolor
+67,5.183153653312509,3.7509920769820564,1.5364609062233858,0.2022540918668914,Iris-setosa
+68,5.710023235813952,2.7247176306961,4.578485570372777,1.2627674639888888,Iris-versicolor
+69,5.545891669773147,3.0,4.582342268156867,1.6046467655410228,Iris-versicolor
+70,6.885098463505187,3.2068927945373313,5.888614050605464,2.310140567823753,Iris-virginica
+71,5.5438724192853455,3.820186816491138,1.643113180958609,0.43776951496173855,Iris-setosa
+72,5.676925128390878,3.7889860515196885,1.590629750394707,0.2989698143554385,Iris-setosa
+73,6.219898540940601,2.200000318134659,4.5188888051070455,1.5019308730379746,Iris-versicolor
+74,5.554208804970129,3.6056023048964945,1.6222433395410978,0.34715151675344846,Iris-setosa
+75,6.090995876528418,2.928159644111547,4.65836377150999,1.3262697689689238,Iris-versicolor
+76,6.175041701557369,2.2,4.479727707218243,1.502037869426873,Iris-versicolor
+77,7.714504076209484,2.609072324462326,6.899998831258358,2.3102975543835065,Iris-virginica
+78,6.392913001015776,2.7033893499858226,5.290264350756941,1.859501429591649,Iris-virginica
+79,5.370272335000168,3.0,4.457450072078744,1.4898034918629803,Iris-versicolor
+80,6.822475986054055,2.810185524704022,4.827934367662328,1.410207788192345,Iris-versicolor
+81,5.619110830438558,2.4905448585524494,3.8026718480076864,1.0863162453938537,Iris-versicolor
+82,4.905127246049467,2.400971916387582,3.287141350782056,1.0425568297749643,Iris-versicolor
+83,5.512349003526839,2.5053774368608486,4.040467674157275,1.1080907974211287,Iris-versicolor
+84,4.815911048168549,3.0,1.4065519372735558,0.3344439639468612,Iris-setosa
+85,4.7972822650052995,3.0,1.3933844424759938,0.1,Iris-setosa
+86,6.120435316850438,3.0,4.6075943377667326,1.3936393902961453,Iris-versicolor
+87,6.33263150974627,2.7090117421867737,5.002805591433491,1.8091607358222253,Iris-virginica
+88,5.097148771472444,3.461979465674378,1.4000780947997185,0.2981082768869655,Iris-setosa
+89,6.756435652938294,3.0,5.4832931660418485,2.090423904139713,Iris-virginica
+90,6.5061006710704845,3.189709143013711,5.08952644208321,2.0028859991209207,Iris-virginica
+91,5.88091987017241,3.194750576324447,4.779897386636303,1.7984694923287343,Iris-versicolor
+92,5.550255222477855,2.667810672874493,4.424966674630767,1.245332629584954,Iris-versicolor
+93,5.028051983625079,2.4739949687883236,3.004655429856025,1.088261269747543,Iris-versicolor
+94,7.234694987149342,2.9965875124518018,6.110448891355953,1.9776242819859322,Iris-virginica
+95,6.861152410141644,3.1026100912922043,5.098083040584984,2.2927847569567175,Iris-virginica
+96,6.702262927604364,3.0,4.9934711349142304,1.713091063518544,Iris-versicolor
+97,6.306473969443002,3.3916752029872614,5.622173476365481,2.3982443212267843,Iris-virginica
+98,4.49828435910399,2.298464944378323,1.2980315569904144,0.2974266267693963,Iris-setosa
+99,5.954386818654979,2.2,4.942736432442067,1.4696946750411553,Iris-virginica
+100,6.6860410165646735,3.3004697945544383,5.720158995581101,2.1131569917678337,Iris-virginica
+101,4.620075534800824,3.19194691117306,1.4028337480537723,0.19940835399136775,Iris-setosa
+102,5.803848544004395,2.769424460768458,5.115205759385774,2.3985854303240375,Iris-virginica
+103,5.340948207965793,3.8512850295347434,1.6471732446358516,0.39058617189566586,Iris-setosa
+104,5.4773361425277125,2.5864009223010833,4.231905811893683,1.2101507266333842,Iris-versicolor
+105,5.145527979639336,3.537716108178925,1.4035887409077752,0.3038495613172129,Iris-setosa
+106,6.827368794397009,3.017897566916748,5.134874496553543,2.2373535969585547,Iris-virginica
+107,5.629741213415836,3.0,4.064667023152301,1.324953015183469,Iris-versicolor
+108,7.326810518790204,2.90554091199265,6.322139397806781,1.806089517732985,Iris-virginica
+109,6.310567462987838,2.298613833025557,4.377281430418442,1.3082816584750971,Iris-versicolor
+110,6.659912258623763,3.2894770930660564,5.654558259391462,2.49999964477062,Iris-virginica
+111,5.354930149751187,3.839822974580528,1.5679463906621343,0.2806231074617428,Iris-setosa
+112,6.478369061802129,3.0,5.799829525061522,2.2250218248706,Iris-virginica
+113,4.90099338351328,3.0,1.3945078162659161,0.19606883185219637,Iris-setosa
+114,4.815949101457925,3.0,1.4048674526759497,0.28501161998567703,Iris-setosa
+115,5.115917065840754,3.79666105916902,1.4988747498752957,0.2002967281535633,Iris-setosa
+116,7.266011340448262,2.894167373687896,6.285893334423669,1.7992659460455187,Iris-virginica
+117,6.6858166191251405,2.5038341864929907,5.7614175673833525,1.7992120121301625,Iris-virginica
+118,5.398732611329656,3.391145052795432,1.689363032692441,0.19777254054055055,Iris-setosa
+119,6.313526210238483,3.3103496626863302,4.702561823269163,1.6013492375411655,Iris-versicolor

iris/tab_ddpm/6_2/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/12/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.695281876476796,2.466433967683287,4.9704589787863025,1.985080350043066,Iris-virginica
+1,5.599820005798038,3.0,4.084060052979118,1.270425996419564,Iris-versicolor
+2,4.90608897283172,3.083345380302962,1.498710498422364,0.1,Iris-setosa
+3,5.914194593236594,3.0,5.117936174349322,1.801365339494048,Iris-virginica
+4,5.678223309550768,2.4580654734985057,5.006887688448931,2.0205293946405236,Iris-virginica
+5,6.010245329579333,2.2,4.9855833392225914,1.495361194647898,Iris-virginica
+6,5.09836540026314,3.513075526864863,1.3986031706182158,0.3096120936399351,Iris-setosa
+7,5.364529327581446,3.5779123035587252,1.4841747376373369,0.3602948331786979,Iris-setosa
+8,4.503687757868446,2.293040798149585,1.2953623117722153,0.2919205493268522,Iris-setosa
+9,5.992887397811665,2.2,5.012301084926456,1.4851274529606542,Iris-virginica
+10,6.651687943885761,3.2806504033522446,5.64851496083491,2.0762093698466164,Iris-virginica
+11,4.816944366749347,3.0,1.4034926198079487,0.10000009429372002,Iris-setosa
+12,6.4750480197941265,3.0,5.5313005045174375,1.7954707398638305,Iris-virginica
+13,5.185081038661764,3.408301339920477,1.4985077362655344,0.19766784295379858,Iris-setosa
+14,6.291515334055017,2.296235034508328,4.382248514184963,1.2849131150847326,Iris-versicolor
+15,6.109856870953152,2.7912016979044996,4.6979181961522976,1.1870634296601,Iris-versicolor
+16,5.969472943555664,2.2,4.985143291732422,1.499116554594907,Iris-virginica
+17,6.676820136801204,3.30728959970225,5.659384319812377,2.5,Iris-virginica
+18,4.400000462772998,2.899837144593369,1.3926193044526913,0.19827049632233196,Iris-setosa
+19,7.690549876245707,2.607337988915195,6.899998249284954,2.2858059617805826,Iris-virginica
+20,6.8453169884694995,3.2057109913471047,5.6959956422213,2.293296883055267,Iris-virginica
+21,5.360379392628567,3.6231236809334013,1.4978776404458394,0.20061065175697504,Iris-setosa
+22,4.81228141475031,3.0,1.4055470478053538,0.10000009748042434,Iris-setosa
+23,6.687926485788501,3.0,5.013123419530914,1.7062687508503567,Iris-versicolor
+24,6.3070508009600434,2.3296464100331864,4.428448471798555,1.3163115829732857,Iris-versicolor
+25,5.098386373773501,3.3037085269164583,1.6884593758666087,0.5017743727504115,Iris-setosa
+26,6.853720046153109,3.0916655249199745,5.1068593726062375,2.2934144125552005,Iris-virginica
+27,5.194475946345517,2.6879304970113935,3.7539146118733226,1.3967710008153453,Iris-versicolor
+28,5.75515365211794,2.632845408011448,5.0583165544350575,1.9370250110021285,Iris-virginica
+29,7.73647161390921,2.599452644057833,6.9,2.3094890816916887,Iris-virginica
+30,6.492507718625083,3.1696065146996704,5.111300700650967,2.0199365802974403,Iris-virginica
+31,5.135387564580107,3.6730101478493355,1.4243049220580961,0.3618797158253301,Iris-setosa
+32,6.023651417501096,2.7121530710639377,5.103456465849244,1.6215896170477837,Iris-versicolor
+33,7.705627992533199,2.6015446703937903,6.899998658663739,2.295241452333655,Iris-virginica
+34,6.535536448270362,3.2353416769310055,5.2210831724989655,2.019604061470605,Iris-virginica
+35,4.7705825359337535,3.0,1.3952368842800138,0.2981574543376827,Iris-setosa
+36,4.90267342193967,3.1114151921926223,1.5227597954361654,0.1,Iris-setosa
+37,5.873495873010992,2.794349715097046,5.129880263101823,1.810014816134787,Iris-virginica
+38,6.3140556382494415,3.2882007151860084,4.704587336446925,1.6163210953980764,Iris-versicolor
+39,5.781878904029628,2.7164339667062642,5.098718208101558,1.8852627087387157,Iris-virginica
+40,4.807914760880545,3.0,1.395971041174592,0.2919147294563879,Iris-setosa
+41,5.320095748707272,3.8581271045820547,1.6348347236114142,0.4280046993805807,Iris-setosa
+42,4.895154441443546,3.0,1.4023597645115624,0.19895422204731472,Iris-setosa
+43,6.304457528738358,2.9060941829474065,5.630593246998634,1.7955987676562335,Iris-virginica
+44,4.491428720330568,2.299665398924219,1.2959670701664998,0.2977668403521685,Iris-setosa
+45,4.903614662711255,3.0795298286589285,1.5127758540108893,0.1000001132720539,Iris-setosa
+46,6.262439652753133,2.8832357761942067,5.554546725272464,1.7933873215876752,Iris-virginica
+47,5.138078648587258,3.402262316074615,1.4938218004779942,0.20283940171698187,Iris-setosa
+48,6.544126550668949,3.0679621887448123,5.402303540453637,1.8920085618130484,Iris-virginica
+49,4.584978836919217,3.402937351336536,1.4000141843004101,0.31411098790085373,Iris-setosa
+50,5.483770412080982,4.2,1.4026225176850688,0.210458431474771,Iris-setosa
+51,5.889098674758968,3.0,5.091285764500065,1.7964647808068368,Iris-virginica
+52,6.167838371278132,2.2,4.510359504422875,1.4810779361995738,Iris-versicolor
+53,5.43917404387724,3.466683091149069,1.8007254021814867,0.2041416294650634,Iris-setosa
+54,6.8063579988549305,3.0,5.557001074925263,2.1083545417690353,Iris-virginica
+55,6.316013143172119,3.4082427737476833,5.5948464023866675,2.3992584200454106,Iris-virginica
+56,5.993761258197025,2.9538196932091285,4.444325881558407,1.4959715031147605,Iris-versicolor
+57,7.694575473051915,2.5922150205051606,6.9,2.3025253089546722,Iris-virginica
+58,6.547695142265828,3.0,5.4506940824343415,1.812976133439232,Iris-virginica
+59,4.834035183254257,3.0,1.4044835202020938,0.2857477828755054,Iris-setosa
+60,5.770079537510467,2.669700217203044,5.087159078665498,1.9135216613219723,Iris-virginica
+61,6.619712808570024,3.202507746470731,5.113032561153228,2.1078344239112927,Iris-virginica
+62,5.999227236256399,2.2000002804371337,4.9841907407397406,1.5016613849171696,Iris-virginica
+63,5.083144130745985,3.653239280809783,1.5421775877628314,0.37584949002483786,Iris-setosa
+64,7.258065693626188,2.890759193592255,6.2629383980031,1.7968936610372972,Iris-virginica
+65,5.219817226658807,3.7442731324681384,1.599093350747778,0.200173635629534,Iris-setosa
+66,6.8479139375954885,3.196186153663605,5.804937652861833,2.317237903893636,Iris-virginica
+67,4.400000515703253,2.9105021219277405,1.3921555407860529,0.18776347544039698,Iris-setosa
+68,5.50917001160053,4.2,1.404685023281612,0.21255040726190494,Iris-setosa
+69,5.567862503112205,2.672030103972539,4.2570419489294515,1.2817498796256055,Iris-versicolor
+70,4.5022842823276665,2.3115007311955083,1.3017544017917169,0.3547985526165489,Iris-setosa
+71,5.708404764215312,2.4907601359634843,4.984179752202188,2.000582242880827,Iris-virginica
+72,5.007848423878318,3.3069530248007957,1.4033618539527377,0.19750045181684686,Iris-setosa
+73,6.111165358529559,3.0,4.590443239481259,1.376976711899662,Iris-versicolor
+74,4.882135022133651,3.0722659980476537,1.4900155726546167,0.10000011243270003,Iris-setosa
+75,7.054370419321691,3.0,5.668933827179675,2.1051690084969747,Iris-virginica
+76,4.5837159784665005,3.19412201352685,1.3953221184764981,0.2023302631702018,Iris-setosa
+77,4.59306936035552,3.1983895683476544,1.4018958195595452,0.20952761487155525,Iris-setosa
+78,6.281164837381951,2.5161260060623065,4.98139887327012,1.515426735254622,Iris-versicolor
+79,6.312189432544269,3.44104895520388,5.6130158920496935,2.3985807349279944,Iris-virginica
+80,6.04303428423591,2.2,4.994206277564334,1.5317504157017856,Iris-virginica
+81,5.289559237832235,3.3847805313644796,1.5742467768641173,0.2009658821591884,Iris-setosa
+82,4.799036155128917,3.0,1.3968540578581736,0.297161074353082,Iris-setosa
+83,5.147918003729418,2.5357024793711904,3.4664145557196533,1.173948048636672,Iris-versicolor
+84,6.910540824294003,3.115758349462646,5.736269669742275,2.251404737840167,Iris-virginica
+85,6.918493988327338,3.0846259689459616,5.104635220781993,2.3002203929916614,Iris-virginica
+86,4.902132577292253,3.0,1.4022647501375538,0.19678024636749186,Iris-setosa
+87,7.292867345086185,2.909484216663485,6.310259500369217,1.8012028461813114,Iris-virginica
+88,6.529905967307399,3.0,5.765438286474809,2.2079395840581193,Iris-virginica
+89,5.818537961451118,2.806107655034744,5.101934137834992,2.412271589904519,Iris-virginica
+90,7.306044932832217,2.9039123401711624,6.325431112362253,1.798277779767936,Iris-virginica
+91,6.303687864061333,2.702307669283362,4.958003233341542,1.7966109425042809,Iris-virginica
+92,7.666467090433377,2.6163222223241727,6.899998550569137,2.298426045793045,Iris-virginica
+93,5.8295137181334855,2.815876031051508,5.0948789822415534,2.395679788790774,Iris-virginica
+94,4.900063662075692,3.1242877874680466,1.4971796737892689,0.10000009439625965,Iris-setosa
+95,7.721680404283842,2.602645616189513,6.9,2.3071892124309734,Iris-virginica
+96,7.723335407610996,2.6101511383843854,6.9,2.320912247773808,Iris-virginica
+97,7.040482744275842,3.0,5.865940064599266,2.154141690047101,Iris-virginica
+98,4.903817367678684,2.4071233346935426,3.2217808176310503,0.9989428901383168,Iris-versicolor
+99,7.736494575249153,2.624300415875254,6.9,2.3041835324775244,Iris-virginica
+100,5.810894542298854,2.824877921330562,5.110619821267548,2.40195612467247,Iris-virginica
+101,5.98934023146211,3.2243889587117636,4.784146348839691,1.7735852832235242,Iris-versicolor
+102,6.855295704004712,3.2021041549263654,5.806357942788488,2.2950465512003877,Iris-virginica
+103,5.88997970954285,3.2074606274786235,4.805734748952258,1.7998056118543466,Iris-versicolor
+104,7.007840977316425,3.104978751470079,5.71080661169787,2.232217162174654,Iris-virginica
+105,4.805836719224691,3.0,1.3980479751619181,0.3363167364491909,Iris-setosa
+106,7.07015244996469,3.0,5.769766051324447,2.12369998294532,Iris-virginica
+107,5.210788375457522,2.645006753337026,3.8608035205389712,1.3535522671619846,Iris-versicolor
+108,7.276859010150355,2.931259982463513,6.2239401700816686,1.8756897686384981,Iris-virginica
+109,6.017827411859894,2.9197958586245627,4.438499183065858,1.5327991034972572,Iris-versicolor
+110,6.490327349937672,3.0,5.8657529015532335,2.2302221015647743,Iris-virginica
+111,5.842381842887596,2.8100811222529223,5.104778505441446,2.4045238391409187,Iris-virginica
+112,5.617512893711188,3.0,3.997670131107928,1.3190242112650037,Iris-versicolor
+113,5.576905479116048,2.871883889742364,3.6675358445387984,1.252782960366483,Iris-versicolor
+114,5.807826983096182,2.8722080152099685,4.544884376453652,1.317356831241875,Iris-versicolor
+115,5.065078185290607,3.5448576167607593,1.484767161132107,0.38543475461802723,Iris-setosa
+116,5.450787566139847,3.4091347226973556,1.7884701329434667,0.2004410281740446,Iris-setosa
+117,7.695056121944252,2.5967573324078392,6.9,2.276334717620231,Iris-virginica
+118,5.037190924193259,3.51859530736346,1.5884018690204436,0.4212566210544982,Iris-setosa
+119,6.553007566894023,3.0,5.510717388818893,1.798063479602956,Iris-virginica

iris/tab_ddpm/6_2/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/13/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.547476040798352,2.440886242946156,3.793968811903837,1.0932026753867317,Iris-versicolor
+1,6.396230548209697,2.91052994952098,4.305184955545901,1.3007300371503019,Iris-versicolor
+2,5.953733409260076,2.692501655322291,5.080289910733436,1.5592145699730762,Iris-versicolor
+3,6.169309248897445,2.2,4.438444479006535,1.496286449073479,Iris-versicolor
+4,5.453467843027302,2.931730587415452,3.933446163436404,1.4148424855484265,Iris-versicolor
+5,5.008543245155601,3.2007220290692824,1.2,0.19909317588613995,Iris-setosa
+6,6.505635645691121,3.0,5.50147231858121,1.8004300600774972,Iris-virginica
+7,6.126465143856822,2.6056587957698394,5.583068085397617,1.4278124173270264,Iris-virginica
+8,4.596262379265003,3.183270238665186,1.4003019069632583,0.19598793950178134,Iris-setosa
+9,5.031403622777591,3.3482280682255054,1.4329180858956427,0.2322416407691288,Iris-setosa
+10,6.503493634017919,3.0,5.514898567075384,1.8045417109252226,Iris-virginica
+11,6.359249986319005,2.717720887082989,5.083116299631445,1.8118971323622375,Iris-virginica
+12,6.030598416847045,3.0,4.5582284538791304,1.3622780232661416,Iris-versicolor
+13,4.9337260478551155,3.050100675935577,1.406745792957347,0.20319296400941747,Iris-setosa
+14,5.57016351107039,2.5354459350765355,4.12182839712206,1.0998079519870188,Iris-versicolor
+15,4.888800687504969,3.0,1.3995442835707848,0.19343357234515543,Iris-setosa
+16,7.312790551373453,2.913330566856589,6.284811972362948,1.7980397566991906,Iris-virginica
+17,6.175191062495429,2.2000002926916964,4.454819116326461,1.4850905901878868,Iris-versicolor
+18,6.559448555553777,3.2093327665423677,5.08440857101416,2.0429113239543386,Iris-virginica
+19,6.699499045774886,3.0,5.5569738219584774,1.9933166789867567,Iris-virginica
+20,6.713865882804431,3.3049677845645697,5.708108359853004,2.103584360402903,Iris-virginica
+21,4.882327363650614,2.3913912284111722,3.2048914710210834,0.9988677789057099,Iris-versicolor
+22,6.2010508919229945,2.200000305388316,4.512453008148837,1.495416880515398,Iris-versicolor
+23,6.763394056800085,3.0,5.00855632657252,1.682332862722612,Iris-versicolor
+24,5.422364664998563,3.4339623591258404,1.5618196512273608,0.4297682400205064,Iris-setosa
+25,6.301758424051279,2.3069055669248133,4.419728895516579,1.3028626448316432,Iris-versicolor
+26,6.640705519064049,3.25520005293461,5.591514010594095,2.0789975721184413,Iris-virginica
+27,6.004524232491645,2.7087913789794653,5.107595021582787,1.6052120624533015,Iris-versicolor
+28,6.689140025112033,3.295915457758656,5.771318167695325,2.0828318597632505,Iris-virginica
+29,6.094322191518577,2.8049985757703473,4.713684513255521,1.1958358959501574,Iris-versicolor
+30,6.7824985259587,3.0,5.488221811456568,2.1179628403463244,Iris-virginica
+31,6.715126323704563,2.510372885321158,5.831075706862326,1.8033626781501362,Iris-virginica
+32,5.749881114594865,2.5943802955476847,5.05445862073226,1.9398939173048921,Iris-virginica
+33,6.515512980624833,3.0,5.431663103190035,1.8045337331307172,Iris-virginica
+34,4.592145687655696,3.2127370069428918,1.3971871108322356,0.19871400546627688,Iris-setosa
+35,6.714979902651671,2.4852762393733836,5.765285126626689,1.8029552353515763,Iris-virginica
+36,6.301078651990645,3.298982027133321,4.692500509575431,1.5958220900296438,Iris-versicolor
+37,6.785381461373402,2.819172324224695,4.819428344223841,1.4438370649289527,Iris-versicolor
+38,6.857174135254681,3.208843466680359,5.735533263214236,2.3032456993769093,Iris-virginica
+39,6.793790437074953,3.101467187336439,5.101630055192152,2.3244739732485917,Iris-virginica
+40,5.032661073823068,3.2085814809022435,1.2000002276318362,0.1987018413313585,Iris-setosa
+41,6.468244658395515,3.0,5.566270559734438,1.7971877722240264,Iris-virginica
+42,4.8842475568471,3.083878720271276,1.7107747482998934,0.10000009858300414,Iris-setosa
+43,5.957851214912573,2.2,5.002362758642713,1.490826695568483,Iris-virginica
+44,5.382209948658012,3.879937304072016,1.665866894046093,0.3944296956006438,Iris-setosa
+45,5.508401188393642,2.5934988122872977,4.401313585515621,1.173055341944977,Iris-versicolor
+46,6.314827996928913,2.305771407551918,4.425947781230671,1.311284114706296,Iris-versicolor
+47,6.9377076295187425,3.0,5.624659902124342,2.083814206555819,Iris-virginica
+48,6.88071297138943,3.104123217393915,5.110185548927383,2.29117369562602,Iris-virginica
+49,5.98934379833787,2.2000002972253316,4.976868770997817,1.5266864054259823,Iris-virginica
+50,4.5975719051705175,3.396480035781344,1.3965297123100542,0.29841164291146854,Iris-setosa
+51,4.588129593582942,3.419214150132563,1.4031312304779118,0.3235120896445501,Iris-setosa
+52,4.50134433488832,2.303631182204234,1.3108709842057922,0.29464713659592917,Iris-setosa
+53,6.177460969169665,2.8346583832438794,4.669096709232529,1.206188517789407,Iris-versicolor
+54,4.598878166652677,3.4130804834492987,1.4015761053409799,0.29340723839628996,Iris-setosa
+55,5.473279736488976,4.1999992246125455,1.408272394013336,0.20108627123266512,Iris-setosa
+56,5.908774893465903,2.7726308569594336,4.612227109352633,1.185710887146787,Iris-versicolor
+57,6.507055335246418,3.0,5.7941299243918145,2.2069183101249368,Iris-virginica
+58,4.981878512685157,3.2963904222288893,1.405676361036176,0.20145558690159632,Iris-setosa
+59,5.285538569200847,3.377281595295151,1.5668310812808255,0.40492831341898594,Iris-setosa
+60,6.460570904924084,3.0,5.498813598269824,1.7950415915910138,Iris-virginica
+61,6.009431091357893,3.0,4.784572692099865,1.8010874883609127,Iris-virginica
+62,6.780223051758864,2.8077770379039766,4.818152056057706,1.4000694658671133,Iris-versicolor
+63,5.386754924325222,3.0,4.420594263780046,1.4946468884037571,Iris-versicolor
+64,5.90910571220939,3.2056838797335736,4.780591938706776,1.806611168415619,Iris-versicolor
+65,5.590169910884813,2.553066353159029,4.032270385200333,1.1377542010266954,Iris-versicolor
+66,6.2729981843169975,2.9008762100074996,5.536075799069939,1.802070712103107,Iris-virginica
+67,6.693564973800963,3.2985764218232982,5.711252708010931,2.0937885645778613,Iris-virginica
+68,5.526653774206558,2.48150759561181,3.924920256026593,1.1240416349441449,Iris-versicolor
+69,7.71326215774373,2.601291064117866,6.899998701458636,2.3138582934924954,Iris-virginica
+70,7.686735761537377,2.60092924362892,6.899998780367399,2.3022853148894944,Iris-virginica
+71,5.498206218694786,2.3854093125422287,3.78951257546428,1.1025505076146171,Iris-versicolor
+72,6.187329026918404,2.2,4.490577031163272,1.5038457345745617,Iris-versicolor
+73,4.883193183858561,3.0944958383736285,1.5398446168322106,0.10000009707510442,Iris-setosa
+74,7.729179046078027,2.595589396639102,6.899998788075918,2.3159207683589194,Iris-virginica
+75,4.968059401583585,2.4398106566610975,3.0720014770535955,1.0681502129443161,Iris-versicolor
+76,4.490709073480943,2.2831445941612882,1.3069666405463054,0.29099340660821077,Iris-setosa
+77,4.637744803331245,3.3986401088105573,1.402508370627378,0.3230082090674613,Iris-setosa
+78,4.814725749191308,3.0,1.4394547790466585,0.1,Iris-setosa
+79,6.815052871251678,3.1932548032330534,5.835853157877823,2.2972939816022544,Iris-virginica
+80,5.111834799517874,3.847802390047424,1.6217369017835586,0.20889720010075824,Iris-setosa
+81,4.988273951953274,3.202528351802821,1.2,0.20125582128834438,Iris-setosa
+82,5.586997822817285,2.7159237798122327,3.9761729268801576,1.2886954465088631,Iris-versicolor
+83,5.926139948622769,3.0,5.100952625311539,1.8003575550257578,Iris-virginica
+84,4.904499692871227,3.0921489101610096,1.6312469642116492,0.10000010066584239,Iris-setosa
+85,5.93051804356442,3.0,4.261478122016575,1.5235699408335048,Iris-versicolor
+86,6.956907833248097,3.0,5.687562192319938,2.1171849264318903,Iris-virginica
+87,4.8537869498368424,3.0,1.40688223551929,0.1,Iris-setosa
+88,4.4,2.8770084534762312,1.4074769303723669,0.20351961225577905,Iris-setosa
+89,5.983027579239767,3.0,4.355231301438055,1.544674869205319,Iris-versicolor
+90,5.733021095896667,2.50083917566672,4.9491210913310075,1.9948453177707153,Iris-virginica
+91,6.267391465425179,3.403564117936474,5.594179311315551,2.396088570356711,Iris-virginica
+92,5.551879834251876,2.5902697873403784,4.02067005598921,1.1977427475277376,Iris-versicolor
+93,4.590983745031833,3.400893260931209,1.4025375876158386,0.290968129953144,Iris-setosa
+94,6.0355297755880235,3.0,4.502002517512936,1.4983286598666221,Iris-versicolor
+95,5.076908328896625,3.6393207774022,1.6971779785797605,0.36400404736060593,Iris-setosa
+96,6.316696751171697,2.2915612217002916,4.426606242529527,1.292153384796359,Iris-versicolor
+97,7.705765173465957,2.6210862068722878,6.9,2.3087911721671674,Iris-virginica
+98,5.9957181602774545,2.7019917677372263,5.106042971030072,1.597346867867723,Iris-versicolor
+99,7.3110119653862595,2.895524123703627,6.29860854040037,1.7971622225231083,Iris-virginica
+100,4.902405411552775,3.1144564307992946,1.5729130624925287,0.1,Iris-setosa
+101,5.333262572849867,3.8631848655810286,1.730477904724968,0.39300650558838623,Iris-setosa
+102,5.367834130816279,3.392460198227944,1.6021171122220952,0.198747426298591,Iris-setosa
+103,5.512169694621942,3.0,4.529691096458752,1.5419616577044446,Iris-versicolor
+104,6.492228884066404,3.190764818204247,5.090343550591592,2.0128341128791187,Iris-virginica
+105,6.777996779975499,3.0,5.455731228916517,2.1064197030631604,Iris-virginica
+106,4.810915704453777,3.0,1.383809041790571,0.29709086785000427,Iris-setosa
+107,4.8585631854123825,3.068736291361863,1.4664771677124775,0.1,Iris-setosa
+108,5.248676011539541,2.666531422516185,3.9255779394104224,1.3587834714288243,Iris-versicolor
+109,5.9230668292700175,3.1892172262924414,4.781529652516368,1.7918054959746728,Iris-versicolor
+110,5.659034193868067,2.9517604945470097,3.8893668330849303,1.3140947610744225,Iris-versicolor
+111,6.36076633357906,2.9693073446252396,5.701836484489813,1.9305129063943178,Iris-virginica
+112,7.021407999207403,3.0,5.687139753867372,2.1049626816847264,Iris-virginica
+113,4.597892154154235,3.403379780681362,1.3990431352206762,0.29563748750018565,Iris-setosa
+114,5.153585248002682,3.740387861136494,1.4978452929106854,0.20611519727320549,Iris-setosa
+115,5.125852932246956,2.64864363338135,3.7850608268185315,1.3794344991561318,Iris-versicolor
+116,4.619065539714855,3.2016142814902033,1.402705775247359,0.20139004927571807,Iris-setosa
+117,4.579934288105485,3.221651837788791,1.3878943562521855,0.20877171139468967,Iris-setosa
+118,6.900883969261156,3.1858942623152204,5.697820638552618,2.3091397398855418,Iris-virginica
+119,5.807926144101034,2.8025517677544314,5.089235349897969,2.4109569932146386,Iris-virginica

iris/tab_ddpm/6_2/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/14/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.641545755179601,2.733645096601455,4.465953615278759,1.2772602596705336,Iris-versicolor
+1,6.048353449372589,2.920202945221283,4.407364303498025,1.4142915294930918,Iris-versicolor
+2,5.622953443537151,3.0,4.120474420440493,1.3176567820299505,Iris-versicolor
+3,6.208428918630761,2.200000289485494,4.548688010655237,1.473026358998212,Iris-versicolor
+4,4.79975552897219,3.0,1.392106335097416,0.100000094480345,Iris-setosa
+5,5.571364829501452,2.680426778156762,4.289675489786035,1.285370951089259,Iris-versicolor
+6,5.948216273534508,3.0,4.422113247639928,1.5197013317648111,Iris-versicolor
+7,6.158507711562155,2.2,4.465894474886551,1.4943743711851103,Iris-versicolor
+8,6.863083397755793,3.0970234664422955,5.101162972697092,2.284504826883009,Iris-virginica
+9,7.699660295431017,2.589355026551844,6.9,2.301258464580462,Iris-virginica
+10,5.074637195279118,3.5976846335864154,1.5036340244761828,0.44389652864475004,Iris-setosa
+11,5.977905997002702,3.0,4.784989606094694,1.799995853120379,Iris-virginica
+12,4.8857960523346495,3.1009489025463246,1.49839519983562,0.1,Iris-setosa
+13,6.809855740477478,3.200213786046514,5.8750724088752575,2.276275800462301,Iris-virginica
+14,7.899998905260047,3.7768342163176687,6.451226376240297,1.9913935333085877,Iris-virginica
+15,5.0556161393669665,3.3872319882730797,1.3921923653333081,0.2436729191991863,Iris-setosa
+16,6.190872983287592,2.2,4.476729656954972,1.4745341438875732,Iris-versicolor
+17,6.33785849318865,2.9133462365520626,5.509814349797867,1.805165483492785,Iris-virginica
+18,6.266733251219379,2.6742473942724243,5.573921012774491,1.634035904583839,Iris-virginica
+19,4.904992179003026,3.094599164830861,1.4991237059317508,0.1000001045028944,Iris-setosa
+20,5.6496422829071555,3.7972335487364206,1.858737577242733,0.39984094125592673,Iris-setosa
+21,5.986515350702496,2.7075964665535652,5.091452265576729,1.5846765768533035,Iris-versicolor
+22,5.667931636046481,2.5173970831767036,3.8490761521205177,1.1275489526294387,Iris-versicolor
+23,7.899999009747049,3.7900303870873344,6.400751794761491,2.009802241726271,Iris-virginica
+24,6.286708750154668,2.670504108509889,4.903230402188179,1.7936182971184678,Iris-virginica
+25,5.528147281293734,2.384724110748594,3.7169954664049514,1.1162068252597095,Iris-versicolor
+26,4.596844048895645,3.192414429582926,1.4016518712056236,0.196403913206048,Iris-setosa
+27,6.012950240927305,3.0,4.5476514295236585,1.4661506284102683,Iris-versicolor
+28,6.9126492178602374,3.1831352484272535,5.747384568092043,2.295428816397862,Iris-virginica
+29,5.862586905359031,3.2039587857866887,4.761227941304676,1.807560408136796,Iris-versicolor
+30,6.791818758981046,2.811133583337108,4.797685400431472,1.399116872021437,Iris-versicolor
+31,4.50576515095847,2.298115902678941,1.3026793585788843,0.32931829386358796,Iris-setosa
+32,5.35209618497846,3.9026561634665713,1.5932154322741585,0.39764715973991543,Iris-setosa
+33,4.894004549992894,3.109464468881856,1.4932227554489819,0.10000015230660275,Iris-setosa
+34,6.702649105214618,2.4918005499246196,5.801799075897209,1.8062077134308128,Iris-virginica
+35,4.997137384069866,3.1990362045991936,1.2000002375602596,0.19588758495712771,Iris-setosa
+36,5.04057894428701,3.342617240849485,1.4105278855505081,0.20169696775194926,Iris-setosa
+37,7.166885826194544,3.0,6.020384508900695,2.037076661169658,Iris-virginica
+38,5.153209957911266,2.6583405996877696,3.8222087092384127,1.3892762314322062,Iris-versicolor
+39,6.496480690946127,3.0,5.468675286155839,1.8047626585111023,Iris-virginica
+40,4.9006282056352175,3.0,1.391732845684999,0.20239608820497096,Iris-setosa
+41,4.88371830107822,2.3933984147226326,3.5158697681493356,1.0245289358453091,Iris-versicolor
+42,6.079654413245511,3.0,4.599569886077853,1.4063039712682506,Iris-versicolor
+43,7.713233656808036,2.6156309021416972,6.899998794759091,2.303326149845361,Iris-virginica
+44,6.6999945892690675,2.5130630948918955,5.8388315519761695,1.805597861289336,Iris-virginica
+45,6.681352730097747,3.2911181424095375,5.682700128905404,2.5,Iris-virginica
+46,6.393017588010919,2.906621872647285,4.2937885245704335,1.3165858566974347,Iris-versicolor
+47,5.806135732705616,2.800463557472774,5.109015618037479,2.4028222239034855,Iris-virginica
+48,6.670146064343771,3.2729087975062114,5.513918943446954,2.0900725213602396,Iris-virginica
+49,5.045071655150022,2.4660788714269843,3.019430501050512,1.0722959423526803,Iris-versicolor
+50,7.685220954346853,2.618744049463263,6.899998837428351,2.303895294359207,Iris-virginica
+51,4.925857760067492,2.413379041066862,3.3662889578029342,1.0829109317647423,Iris-versicolor
+52,5.442505682837782,3.4086673628850597,1.673437191211611,0.20403570991848366,Iris-setosa
+53,7.696364451280892,2.60651034886083,6.9,2.3100382624847127,Iris-virginica
+54,5.492053752727734,4.2,1.3841207971229004,0.19554981928967644,Iris-setosa
+55,4.639145080845605,3.401767805648444,1.4011335291904534,0.30892171468663987,Iris-setosa
+56,6.11772066536416,3.0,4.592022363104933,1.4002467600792443,Iris-versicolor
+57,5.414423581734588,3.4000169976370445,1.6936174332222775,0.200425022188936,Iris-setosa
+58,5.596192795665138,2.5429716996316682,4.070052639161151,1.133351636398077,Iris-versicolor
+59,6.795643464223947,3.0710094694757775,5.096969311057364,2.3048445610188857,Iris-virginica
+60,5.550356030302883,2.5989025401006303,4.302654312921764,1.1981727924167866,Iris-versicolor
+61,4.894171242752474,3.0983185108811457,1.5680553998502842,0.10000010047849518,Iris-setosa
+62,6.322446583616051,2.787259884723853,5.357415786909934,1.847973032444124,Iris-virginica
+63,6.701154152234266,3.2917637957717085,5.6987274166337585,2.1074221576577843,Iris-virginica
+64,5.70308789593945,2.4965387502235306,5.011130543098105,2.0098506741407967,Iris-virginica
+65,5.997805414550012,3.0,4.776653813213022,1.8011890029666004,Iris-virginica
+66,6.897890044424059,3.201174684568593,5.817042062552067,2.291206934263344,Iris-virginica
+67,6.599070576676641,3.324964625599621,5.664772577616998,2.1706611902242448,Iris-virginica
+68,5.427926839378895,3.400054736525543,1.7103476538755618,0.19926074650884434,Iris-setosa
+69,5.624351773004544,2.947032948241101,3.843393902956343,1.3209740279962976,Iris-versicolor
+70,6.113540284743363,3.0,4.566602693109679,1.3985343873043101,Iris-versicolor
+71,6.027228531126725,2.696946730734678,5.114040219157693,1.605969499331452,Iris-versicolor
+72,6.318242180379362,3.402155936430211,5.6193161489440575,2.3996266578101766,Iris-virginica
+73,6.300253668345451,2.4519503272702017,4.834171522606597,1.4767409480368479,Iris-versicolor
+74,6.303826817799455,3.4019952215584826,5.595091746706403,2.4030549177854175,Iris-virginica
+75,6.7339346807984,3.30725094387993,5.66522065500869,2.5,Iris-virginica
+76,4.5983597224465775,3.4049280989327917,1.4006106512661627,0.3588233870511665,Iris-setosa
+77,5.64576349157542,3.0,4.211651443977347,1.3360354829440617,Iris-versicolor
+78,7.2503535588320185,2.895897543573634,6.268502334237471,1.8081046663711597,Iris-virginica
+79,6.693798501434505,3.0,4.975266261706656,1.7152357480087788,Iris-versicolor
+80,4.8968386308158145,3.1085796648985107,1.5196203528904657,0.1,Iris-setosa
+81,6.485593150642315,2.6314826051316063,5.4466315557535045,1.8712648710271085,Iris-virginica
+82,6.78322577269209,3.0,5.431584970043959,2.1094918110522736,Iris-virginica
+83,6.314651493014879,2.4602191797810757,4.821665208037375,1.4847660716109465,Iris-versicolor
+84,5.4120594639338595,3.0,4.489793858417219,1.4885417515794803,Iris-versicolor
+85,6.318409917170747,3.3953925309497768,5.626595619428366,2.3878516331657016,Iris-virginica
+86,6.710250705249345,3.3001413268589594,5.692390307391468,2.1043059250975733,Iris-virginica
+87,5.4573967993637424,4.199999025059668,1.3829073682230402,0.19751383968895642,Iris-setosa
+88,6.0334317238353385,2.200000288220203,5.006939445119687,1.523371005407337,Iris-virginica
+89,6.014468837857522,2.697624751648121,5.110630170625554,1.6126285920202326,Iris-versicolor
+90,6.69197817021885,3.0,4.984369562407692,1.6944169558714008,Iris-versicolor
+91,6.74931478013692,3.0,5.680601719015891,2.1257908460838624,Iris-virginica
+92,5.45024088490795,3.905962348560106,1.738552785340093,0.394834761993862,Iris-setosa
+93,6.419047214040152,3.0,5.48993291743888,1.8111200729078165,Iris-virginica
+94,5.004681106307395,3.2196803395349063,1.2000002634380202,0.1992359861188185,Iris-setosa
+95,5.507203741979761,4.199999151272461,1.4037292807484352,0.19676317812015115,Iris-setosa
+96,4.639752978183406,3.3593042238201916,1.4001800105750524,0.28910486770559296,Iris-setosa
+97,6.2834426786541515,2.323187850199674,4.4094548856782785,1.3212310664025821,Iris-versicolor
+98,5.498366917431715,4.199999278423631,1.39741480195083,0.2040598734747581,Iris-setosa
+99,4.603730596024109,3.1516164892491103,1.4080590353266127,0.2026853962237916,Iris-setosa
+100,5.837362626939475,2.807839620627114,5.110816707969242,2.3853279020502867,Iris-virginica
+101,5.609771239101264,2.6776744991990795,4.133958097452526,1.2811256999419613,Iris-versicolor
+102,6.346696658548519,2.438233330702377,4.848015663104019,1.463038558969776,Iris-versicolor
+103,5.994374672332783,2.7006297724298003,5.076324981925236,1.5861012406319541,Iris-versicolor
+104,5.498474669638685,4.199999206480372,1.3990062563549885,0.19463361780039828,Iris-setosa
+105,6.051093516792521,2.869781690385109,4.613443277150952,1.509092986476546,Iris-versicolor
+106,6.799588497784692,3.200387311713455,5.794164672415188,2.3017386366059123,Iris-virginica
+107,4.986476899597308,3.2222489640512797,1.2,0.2000001312855509,Iris-setosa
+108,4.904797882273151,3.1061549785153293,1.5520132685054548,0.10000011595123312,Iris-setosa
+109,6.79048772009326,3.2007925544856457,5.9310293531046305,2.302906603843017,Iris-virginica
+110,6.392109939528156,2.8860327269315396,4.234999904403293,1.2762441532449216,Iris-versicolor
+111,5.791625137382833,2.813222515834145,5.093234915536009,2.402938844954586,Iris-virginica
+112,7.211850497955945,2.906358461390332,6.258749474173827,1.8281065617415218,Iris-virginica
+113,6.3082285345886095,3.3077550041764745,4.732941934054889,1.61325099803968,Iris-versicolor
+114,5.553051535273698,2.4773480269073587,4.059688358655611,1.0795633495076977,Iris-versicolor
+115,5.472146483760296,2.370408497749165,3.7546785387283963,1.0976901872915372,Iris-versicolor
+116,6.884322601822909,3.0,5.483199527735197,2.1459969676030775,Iris-virginica
+117,6.098385826891318,2.6011287980182507,5.630009114587843,1.3914168698970892,Iris-virginica
+118,5.079660129377113,3.6187006870304814,1.520327291880687,0.4502626577021151,Iris-setosa
+119,4.498266647587613,2.3068207051688643,1.3033272463486876,0.2985766067834176,Iris-setosa

iris/tab_ddpm/6_2/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/15/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.896431448577577,3.0,1.391934284896659,0.19445330163387586,Iris-setosa
+1,5.400024227662162,3.0,4.490441831931459,1.5323096146981963,Iris-versicolor
+2,6.791264309788853,3.1894869593584647,5.843680008894487,2.2997920673494643,Iris-virginica
+3,5.98143160692519,3.0,4.263740196622888,1.4825730426695696,Iris-versicolor
+4,6.6730326407547205,3.2746286687005046,5.6819823992968335,2.1022659834525372,Iris-virginica
+5,6.076963272512276,2.6044333760573948,5.602269808146977,1.4076301955872628,Iris-virginica
+6,6.679817238779022,3.0,5.008928106937476,1.704138609603011,Iris-versicolor
+7,5.455908121949748,2.3781995038168526,3.809084649930097,1.1111034508761126,Iris-versicolor
+8,5.006128065458303,3.430916043229489,1.499550601116538,0.4799576114971916,Iris-setosa
+9,5.209892443572444,3.4017235872566034,1.4943023554471293,0.20205562388969459,Iris-setosa
+10,5.04555519847032,2.4716715725369154,2.949684103513033,1.0673949928678796,Iris-versicolor
+11,6.29432780930881,2.697359317714154,4.897264024050544,1.793085400868052,Iris-virginica
+12,6.021234260720791,2.200000307606819,4.954685143827935,1.5099679801146413,Iris-virginica
+13,5.580913414343955,3.0,4.060028271366481,1.2980466611273809,Iris-versicolor
+14,4.900934312892307,2.392591551852546,3.245643266287638,0.9312010679089804,Iris-versicolor
+15,5.015050008784706,3.304866711722353,1.4030755381001503,0.2017725963968402,Iris-setosa
+16,6.004228656642663,3.0,4.815119870303851,1.7972515692227788,Iris-virginica
+17,5.766996850920629,2.7868520597237256,5.099104419726803,2.383182988216801,Iris-virginica
+18,5.5640444167390655,2.6709330639099624,4.2386714987193885,1.2747710738443565,Iris-versicolor
+19,4.4,2.8995133209239157,1.3944253076626492,0.19585077088060296,Iris-setosa
+20,5.591777135511017,2.4741392656139487,3.7747002522166087,1.1061680301244443,Iris-versicolor
+21,5.047464254991891,2.4738996671416906,3.2336854896001315,1.0782524195538856,Iris-versicolor
+22,5.167893094740227,3.7247268964869775,1.4987298391674972,0.4130058850565853,Iris-setosa
+23,6.397884423270849,2.70369693321605,5.309521742682702,1.886844087268115,Iris-virginica
+24,5.448430328476207,3.4471856824092395,1.6344631898047746,0.2016066839207092,Iris-setosa
+25,5.939775253345101,3.0,4.294605338085258,1.4986218228918315,Iris-versicolor
+26,4.400000458776439,2.915146170376604,1.3943644649696214,0.19763414515259797,Iris-setosa
+27,6.805093427371846,2.808765943145913,4.788367236561643,1.39635285969796,Iris-versicolor
+28,4.907623623120662,3.0,1.3957378007127352,0.19292678643590233,Iris-setosa
+29,6.593550459761207,3.2332591719389825,5.429040113962016,2.0693893425446452,Iris-virginica
+30,6.003402883758246,3.0,4.847113188563423,1.8066979091226902,Iris-virginica
+31,5.088102468389259,3.7817797939207187,1.614298912780691,0.21280091280480948,Iris-setosa
+32,4.400000456365285,2.9110664035134954,1.3976633477220481,0.2006603427175238,Iris-setosa
+33,6.789095227220885,3.2008343101563024,5.831854916715115,2.2862781588955596,Iris-virginica
+34,5.855571215484299,3.0,5.0991089822543785,1.7957193758884729,Iris-virginica
+35,5.4970744201584525,2.596570102399832,4.35959966175555,1.1977701396028186,Iris-versicolor
+36,5.961073142673744,3.0,5.130936256055545,1.7933620656584885,Iris-virginica
+37,4.982601929115087,3.2075017302022566,1.2000001891895382,0.1965601072619346,Iris-setosa
+38,4.80645443788227,3.0,1.4241851539361434,0.10000010161649353,Iris-setosa
+39,5.136819454547598,2.4914460738087336,3.3700019513031996,1.1496210544563585,Iris-versicolor
+40,5.18791805090207,2.546343351884626,3.4282619068378812,1.1770869595881648,Iris-versicolor
+41,5.631043453844972,2.8764006879791624,3.6720194550122587,1.3238791687214828,Iris-versicolor
+42,6.535749681889369,3.0,5.712156215332743,2.1876339516370162,Iris-virginica
+43,6.799199756577794,3.18628567601684,5.886410738148436,2.2981215792631366,Iris-virginica
+44,7.9,3.7158851913509228,6.411874661757482,2.0338613741711433,Iris-virginica
+45,6.114489452369073,3.0,4.612650864754074,1.4276708224494938,Iris-versicolor
+46,7.8999985919406095,3.795542118275129,6.487412018515755,1.9785924803778403,Iris-virginica
+47,4.978381204087471,3.4073684022475637,1.4934269561670428,0.3856046044056076,Iris-setosa
+48,5.515659693193227,2.4647667581928383,4.063573971151221,1.1192366897926884,Iris-versicolor
+49,5.269198625776963,3.3565401789362896,1.574417767390881,0.4633132418636412,Iris-setosa
+50,6.282773832884873,2.896352235529543,5.596713368225707,1.79634292406685,Iris-virginica
+51,6.009052536033949,2.200000295591761,5.0023355493196515,1.4735753813393864,Iris-virginica
+52,4.984982478410231,3.278900670970146,1.3870829500132729,0.197511579116482,Iris-setosa
+53,6.287172839364474,2.7149525413505904,4.913317762036532,1.795257144903574,Iris-virginica
+54,5.569483800546367,2.53681734385822,3.9390516663475106,1.1182005366933938,Iris-versicolor
+55,6.715551574384058,3.0,5.0136052075908815,1.7149677466776236,Iris-versicolor
+56,5.771196117335079,2.795463464188058,4.501061679871652,1.3063100791586648,Iris-versicolor
+57,5.974003129827463,3.236777616142057,4.818928798925115,1.7693275865125768,Iris-versicolor
+58,6.012980146487221,2.2,5.002474582954765,1.5094745946331392,Iris-virginica
+59,5.867549923172939,3.0,5.098785276149103,1.7982398438355192,Iris-virginica
+60,6.806716636597353,3.0,5.528331458410369,2.093737338700174,Iris-virginica
+61,5.465502998408558,2.4062673811344397,3.72924223088864,1.0861900010077037,Iris-versicolor
+62,5.966503015316809,3.0,5.007157381410969,1.7984328833279277,Iris-virginica
+63,6.36643718159708,2.711356445240028,5.229254326265386,1.8546639261853046,Iris-virginica
+64,6.489158436677001,3.182300248853649,5.095029145444736,2.0413377007367517,Iris-virginica
+65,4.989975786942177,3.206343321840176,1.2000001910050038,0.19221101997884976,Iris-setosa
+66,5.0208535984942255,3.3200126740907656,1.4044117697081817,0.2034674340813203,Iris-setosa
+67,6.28232204328098,3.301053654051077,4.696672526543354,1.5666733250461462,Iris-versicolor
+68,6.307121339249371,2.7166271156033033,4.833767285931991,1.792813733279951,Iris-virginica
+69,6.683870845830165,3.3015627684947395,5.71816871412467,2.4999994855317436,Iris-virginica
+70,5.072876043202124,3.3935754646813376,1.502413474497863,0.20725352942867786,Iris-setosa
+71,6.237232265831175,3.4359529871768,5.620290195868074,2.4039034177670815,Iris-virginica
+72,5.149782514502111,3.7351695086737142,1.699378412606042,0.199799912563852,Iris-setosa
+73,5.475544089845639,2.412686465316761,3.7219969884197965,1.097994045399697,Iris-versicolor
+74,5.569710478407609,2.4865476239933826,3.870583539601918,1.1068504117541758,Iris-versicolor
+75,4.907470315236212,3.0944250307701635,1.565268853737148,0.10000009477590796,Iris-setosa
+76,5.904432961671531,2.819972771145803,5.1111666282924695,2.4032317481931877,Iris-virginica
+77,5.454373850684257,3.404223664829999,1.7435166884620004,0.21269059212586086,Iris-setosa
+78,5.824297457855233,2.805880496391168,5.106024870203763,2.3998035907158486,Iris-virginica
+79,5.78892462547435,2.6740841379244893,5.075765474333339,1.858406272293251,Iris-virginica
+80,4.9033931891715445,2.4132650685439017,3.2243641637684073,0.9931426853827494,Iris-versicolor
+81,6.739955129862308,2.8278991453703415,4.796075559284792,1.4269632724131205,Iris-versicolor
+82,7.9,3.8445270029337455,6.369419372247441,2.009420712322481,Iris-virginica
+83,4.983952303444846,3.2789930112755368,1.3978842061041419,0.20135444858325774,Iris-setosa
+84,5.170963990292691,3.593310092225557,1.4047858217743745,0.3598137146075686,Iris-setosa
+85,6.085749648785206,2.8205837956248545,4.671192012633112,1.2138996561550262,Iris-versicolor
+86,6.017760432924137,2.9536163963874125,4.535718495110564,1.4683097905699003,Iris-versicolor
+87,5.705404440872764,3.8072272330800105,1.7991689271637448,0.340054405028356,Iris-setosa
+88,5.8826406740114825,3.0,5.101289900361747,1.808534947988858,Iris-virginica
+89,5.673655947136003,3.764128046741011,1.6983668217971324,0.331654162613134,Iris-setosa
+90,6.035301406435644,3.0026624528532726,4.3687704391780064,1.4293033834157647,Iris-versicolor
+91,4.745211514381663,3.0,1.3942259918787097,0.2606243336889619,Iris-setosa
+92,5.478596831377002,4.2,1.400625122307118,0.19589636630953533,Iris-setosa
+93,5.592732515624939,3.0,4.203499661096996,1.2941978116498722,Iris-versicolor
+94,6.88789067115608,3.2012150268168442,5.861750318649252,2.3055785437870733,Iris-virginica
+95,5.912674183745897,3.224704183941689,4.835589435725539,1.809047520665959,Iris-versicolor
+96,6.68944805125,2.4928769960602297,5.770051058789083,1.7996221880831647,Iris-virginica
+97,5.598945428671677,2.69169583583554,4.282560385331847,1.2888146976522261,Iris-versicolor
+98,4.91163731728864,3.0,1.4019990740134933,0.1921830620465059,Iris-setosa
+99,4.901842131410702,3.118460607037913,1.4980238846632952,0.10000009339339214,Iris-setosa
+100,5.757309948133256,2.59186705669141,5.051969014324783,1.9423102249964637,Iris-virginica
+101,4.909890526064873,3.083756663166817,1.4927480212563857,0.1,Iris-setosa
+102,6.1781090833220755,2.2,4.504726508079388,1.4677866397340091,Iris-versicolor
+103,5.095599699578853,3.3098758022897687,1.7306760982579852,0.4676214162078114,Iris-setosa
+104,4.911794829545872,3.096035721262055,1.4927832002376238,0.1,Iris-setosa
+105,6.695894885006056,3.0,4.983085269619027,1.6904064220340276,Iris-versicolor
+106,6.032927437433602,2.8095168505044743,4.680741705510607,1.1809155139139773,Iris-versicolor
+107,5.49331398729522,3.0,4.500689171816138,1.5215321011113645,Iris-versicolor
+108,6.790642784719797,2.8045626634775616,4.788400065057023,1.405586973554871,Iris-versicolor
+109,6.110836767032913,2.806772404731273,4.703140972355033,1.218816887779185,Iris-versicolor
+110,6.288015791935243,2.8977514979649412,5.606401709979949,1.8036873689955526,Iris-virginica
+111,5.470078067836145,2.6166821109099523,4.384959661900675,1.2221577650580386,Iris-versicolor
+112,7.6786197759853545,2.6028824246017854,6.899998869643257,2.302792144141874,Iris-virginica
+113,6.279042430889057,3.404087800928326,5.629354406483016,2.404263433353747,Iris-virginica
+114,4.4,2.895762451620093,1.4026336848817433,0.19733932047293226,Iris-setosa
+115,5.544601004694863,3.5890981011781493,1.7785862240422308,0.4192446463244358,Iris-setosa
+116,4.608346278379542,3.200340601804415,1.4004987929908108,0.2022026915372504,Iris-setosa
+117,6.899120081955748,3.205067404212798,5.833389722780127,2.3003192210891124,Iris-virginica
+118,5.134665796810869,2.64943652001781,3.6556807913521157,1.3420218743210195,Iris-versicolor
+119,6.2730799551919745,2.9761009043496847,4.390191426987165,1.3938530300500196,Iris-versicolor

iris/tab_ddpm/6_2/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/16/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.111376518869887,2.517287940068551,3.159035587813209,1.1234014762994367,Iris-versicolor
+1,6.694733353710556,3.0,5.013227666480156,1.6905493788840997,Iris-versicolor
+2,5.526646629217892,3.59286081824806,1.5356834271035484,0.3348723556973565,Iris-setosa
+3,5.084585855332085,3.522715873407052,1.4850944609366803,0.40850705342212434,Iris-setosa
+4,6.9742224350218525,3.0,5.675870744119755,2.153103635175899,Iris-virginica
+5,4.9890963036089735,3.205016705059265,1.2000003351563138,0.20083108585720585,Iris-setosa
+6,5.284904883509172,2.4908061790906384,3.3036700805425387,1.110648437428334,Iris-versicolor
+7,6.279363056345577,2.9120685923212766,5.599195980906333,1.8039937253656377,Iris-virginica
+8,5.020260777706131,3.4195390113973962,1.553131587902074,0.3939070785404015,Iris-setosa
+9,6.344253353361271,2.949107006713173,5.582828169624521,1.799082238786219,Iris-virginica
+10,6.101467753854407,2.6104770791831244,5.605894807025127,1.4121965384359325,Iris-virginica
+11,6.527819558351327,3.0,5.556801766637743,1.8154110565491635,Iris-virginica
+12,6.135628000484572,3.0,4.628469746065405,1.3912156969666323,Iris-versicolor
+13,5.933449566990705,3.0,5.0974325642181055,1.7919469639557573,Iris-virginica
+14,6.491672828807889,3.0,5.469462822726383,1.8000933123828906,Iris-virginica
+15,4.928734900173128,3.137463280976762,1.4016895558643434,0.2082266321704137,Iris-setosa
+16,6.266503082217027,2.6972148890333894,4.935109884298703,1.800837957024999,Iris-virginica
+17,5.768183784801411,2.798646347881023,5.093157217006222,2.4147608858411553,Iris-virginica
+18,5.502601902934744,4.2,1.403972166024261,0.2043747974475384,Iris-setosa
+19,5.226545376998009,2.7156850915730137,3.9141400842075305,1.4142790990438039,Iris-versicolor
+20,6.719649574912467,3.310678676989595,5.6541715765030975,2.5,Iris-virginica
+21,5.813115551982312,2.822093960421672,5.100069257526794,2.411328332450671,Iris-virginica
+22,5.127686695768357,3.720658089021634,1.5148686263037519,0.4479363348072537,Iris-setosa
+23,4.991883006586085,3.2133433879875883,1.2,0.19872886455748978,Iris-setosa
+24,5.475250707972431,4.199998670710884,1.3982223617721448,0.19957497790725484,Iris-setosa
+25,5.814814858171879,2.8155135376601437,5.104720729506904,2.3927652679029796,Iris-virginica
+26,4.983256850782558,3.3930672319938897,1.5855669394242908,0.4654561920901088,Iris-setosa
+27,5.403773190551376,3.4015287905908713,1.7258945506388188,0.19949357747159374,Iris-setosa
+28,5.4954041752101865,3.0,4.286100993829992,1.3336900621756773,Iris-versicolor
+29,6.767706619515957,3.0,5.634733261968112,2.139052092534002,Iris-virginica
+30,5.6908493761062955,3.798489830964904,1.7351277311586357,0.29884635438765134,Iris-setosa
+31,5.772847159742441,3.04154401363935,4.768463319030178,1.7461659645746739,Iris-versicolor
+32,5.438480724585826,3.405974318557507,1.7853510063717908,0.2048419553648504,Iris-setosa
+33,5.689660856309087,2.9942371584507237,3.8644461828239853,1.3724191872948748,Iris-versicolor
+34,5.012953645478458,3.310118710360751,1.402056678034861,0.20164957885130746,Iris-setosa
+35,5.627557528882107,3.0,4.255781834436198,1.3064109871859746,Iris-versicolor
+36,5.631437848296259,3.750720152166808,1.6072616766318628,0.28887597053475433,Iris-setosa
+37,6.690568575759969,3.0,4.993044061108214,1.7133116313622916,Iris-versicolor
+38,5.905836320789108,3.0,4.187149968948538,1.4642696875925245,Iris-versicolor
+39,6.001616035877957,2.7164115504767636,5.10384397883335,1.5898297935625458,Iris-versicolor
+40,6.892169722620028,3.1958718960573793,5.723874113923391,2.2916851127906024,Iris-virginica
+41,5.0961045034348444,3.296138426040943,1.7760891947577444,0.4582501793807334,Iris-setosa
+42,7.739540031462986,2.5816273845123034,6.9,2.323954399672553,Iris-virginica
+43,5.251386637808677,3.715216198900156,1.4936710802417081,0.2025619376292632,Iris-setosa
+44,5.190797149040002,3.349406296547407,1.4998782279855025,0.43361689630690226,Iris-setosa
+45,7.098358757194984,3.0,5.97847802858949,2.0652188300197603,Iris-virginica
+46,4.586262454214703,3.3970106617304427,1.3902283209842694,0.3126338164136842,Iris-setosa
+47,6.279446735544527,2.5205004305829832,4.905927130764943,1.4946765557479456,Iris-versicolor
+48,4.888152552471466,3.0972571265411935,1.4993403726243768,0.1,Iris-setosa
+49,4.997019694188177,3.1746783214882477,1.2,0.1997078529937971,Iris-setosa
+50,6.290003888533008,3.2455391661091184,4.66123915083092,1.556651027853339,Iris-versicolor
+51,5.99505768449048,2.2,4.9907366591783795,1.5063023607763244,Iris-virginica
+52,4.98507020369653,2.4589497714582667,3.138106180487039,1.070155441995394,Iris-versicolor
+53,5.630752128556858,2.5116221107326098,3.7821341176277548,1.0760483000849987,Iris-versicolor
+54,5.491096763317488,4.2,1.4042514981180927,0.1991048832012039,Iris-setosa
+55,5.8681688294650085,2.930347007752259,4.4312979480797905,1.4266171305111008,Iris-versicolor
+56,5.271608157642734,3.7304380260910692,1.5287672351305688,0.20863684471970118,Iris-setosa
+57,5.161360938662937,3.739309243496361,1.594325528655957,0.20032125579625648,Iris-setosa
+58,5.557548937622033,3.0,4.212873876929083,1.2825878370989843,Iris-versicolor
+59,6.018865238790989,2.701570579466745,5.073211223852372,1.604626088905411,Iris-versicolor
+60,6.05893676931827,3.0,4.42397361953442,1.4957616465147725,Iris-versicolor
+61,6.049674541347563,2.883166018666728,4.636649739637574,1.3018225858066044,Iris-versicolor
+62,5.2360682265482605,2.7159927672000186,3.8508245901561393,1.353260703116796,Iris-versicolor
+63,6.473005411647086,3.0,4.879078202140249,1.6197381374600806,Iris-versicolor
+64,5.096343797352585,3.3061112529515593,1.6224982315094987,0.5757206974234541,Iris-setosa
+65,5.6757525441964685,3.7836196773273487,1.6099253128561497,0.29996806146435184,Iris-setosa
+66,6.061360358121122,2.3233287555816022,4.287383472113853,1.2631845869613474,Iris-versicolor
+67,4.993493059311371,3.218036625608086,1.2000002258619398,0.19729086234491938,Iris-setosa
+68,6.827096388479199,3.2156352213237382,5.656344866578704,2.3003188630741818,Iris-virginica
+69,4.810419936476594,3.0,1.4048595624964144,0.3934170838250972,Iris-setosa
+70,6.008122034611545,3.0,4.845048384311308,1.803391057206552,Iris-virginica
+71,5.380805242573444,3.879351300247382,1.618235039711971,0.4188368286065016,Iris-setosa
+72,6.6811045365696415,3.2869753912785233,5.764712408156069,2.1000490541562113,Iris-virginica
+73,5.841526958956598,3.167007617080491,4.760066856522305,1.780204061867568,Iris-versicolor
+74,6.21505870329994,2.2,4.521729306805271,1.5015777378549913,Iris-versicolor
+75,5.59048457669101,2.491448651434108,3.8265322568086213,1.0724787564594795,Iris-versicolor
+76,4.837817425466957,3.0,1.397224828883916,0.2882548613640501,Iris-setosa
+77,4.904868642626667,3.0,1.4000503184959316,0.2011354480180046,Iris-setosa
+78,6.089276477192829,2.605958919165561,5.6014031006870155,1.3827874504208255,Iris-virginica
+79,5.577025724688788,3.0,3.9974287418637333,1.327833352027974,Iris-versicolor
+80,6.507717502658659,3.0,5.463493649926613,1.7987834647518404,Iris-virginica
+81,5.257384659392019,2.804429928688672,4.176281899483064,1.4469510063205782,Iris-versicolor
+82,5.669933534499978,2.487596978090348,4.9733277960704,1.99797476426231,Iris-virginica
+83,5.866295904320117,3.1804919521214186,4.805850078219555,1.790521142022318,Iris-versicolor
+84,4.916912654986961,3.0,1.4015087006839009,0.2033913425124,Iris-setosa
+85,6.071781507338396,2.589946602469333,5.623645966633591,1.4290529716009206,Iris-virginica
+86,5.5289513180934025,2.9214222668395413,3.8036747980681693,1.3512327887278175,Iris-versicolor
+87,5.983726092346442,2.720707352313066,5.0977163327278365,1.6096851957460647,Iris-versicolor
+88,6.620452422555619,3.0,5.639564768625767,1.8119642614336133,Iris-virginica
+89,7.118068120379404,3.0,5.907360029298185,2.093412604818818,Iris-virginica
+90,4.599964751975586,3.207062663754564,1.4061635498677705,0.2021709290545238,Iris-setosa
+91,5.025728939003148,3.3940043610088613,1.6113862842777669,0.3744963190228079,Iris-setosa
+92,5.609422494231305,2.818744371835608,3.797400257124534,1.308779288480566,Iris-versicolor
+93,6.839499043156567,3.0883622377204314,5.088465280307359,2.29549691152535,Iris-virginica
+94,5.2532517176064895,3.371379261568566,1.4950898872175238,0.41163813839400254,Iris-setosa
+95,5.186610488626435,3.7879819546726465,1.4962297320601101,0.2037113777637146,Iris-setosa
+96,6.367596996977487,2.927579100673346,5.540055772713109,1.7947304417726935,Iris-virginica
+97,6.223554776776238,2.830784785797208,4.570569617812358,1.2277327355654861,Iris-versicolor
+98,5.057339395877205,2.4454276368187737,3.217027547255097,1.0806016180941578,Iris-versicolor
+99,5.753303218210143,2.5415570465344124,5.037006253441259,1.9838312386536587,Iris-virginica
+100,5.788428464558981,2.809550259541764,5.113241142447222,2.4065512306928887,Iris-virginica
+101,6.134470619742548,2.607570712574059,5.617465392781521,1.3978386707004085,Iris-virginica
+102,5.518630164322839,4.199998523862504,1.4008820821303754,0.20615907918336715,Iris-setosa
+103,7.3345636151098565,2.889124893556622,6.331135168605012,1.8036333622991705,Iris-virginica
+104,6.9270277153234945,3.097679045591485,5.113664126651921,2.2999585811175756,Iris-virginica
+105,6.8589303997365,3.114303608665635,5.092817551781439,2.3004817524587664,Iris-virginica
+106,5.397921646268376,3.0,4.507856678871025,1.5107870028146857,Iris-versicolor
+107,7.899998842608372,3.812738415265299,6.379304809460805,2.0263428308469322,Iris-virginica
+108,5.4727094554647735,2.8975846487082,4.299201889443235,1.392334759536044,Iris-versicolor
+109,4.904426312180547,2.384592184419299,3.309696924300656,1.0400428910651913,Iris-versicolor
+110,5.71269501546361,2.4907918653018304,5.001864826865879,1.9926217968260214,Iris-virginica
+111,4.578613577373835,3.4036476006781142,1.3969511915752642,0.29816780366838497,Iris-setosa
+112,6.674469939504753,3.3006396229719437,5.701700963447555,2.11520687671519,Iris-virginica
+113,5.403799796345348,3.0,4.484506453826385,1.4951567385406321,Iris-versicolor
+114,6.089959719858655,3.0,4.61202036240343,1.4082203591167342,Iris-versicolor
+115,5.405740947653086,3.4092525160335296,1.7074939676205396,0.4149757735078474,Iris-setosa
+116,5.806782593013696,2.72910458245109,5.101784386774569,1.8645848561637266,Iris-virginica
+117,6.037617524517281,3.0,4.514525388977556,1.4128258959449438,Iris-versicolor
+118,6.864112970095692,3.203318330272926,5.796884386549857,2.3076447770075297,Iris-virginica
+119,6.312544081811002,3.3983906320532355,5.584668739037767,2.380977680021815,Iris-virginica

iris/tab_ddpm/6_2/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/17/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7812010708332267,6.367137589038429,2.0089523226729966,Iris-virginica
+1,5.101048903828965,3.3915816618060437,1.4881124474641139,0.19920038577803173,Iris-setosa
+2,5.216433385835768,2.7061331153404264,3.9604435633683424,1.3839690758948169,Iris-versicolor
+3,6.327803822609547,3.245102856241488,4.706864145049784,1.5173149212435326,Iris-versicolor
+4,5.035496069466334,2.4799642601869047,3.022277421100412,1.0883552874308906,Iris-versicolor
+5,4.983049523415558,3.271940853131714,1.3820313944607696,0.20161503144511575,Iris-setosa
+6,5.677124142016305,3.808495826723979,1.6280690202037775,0.29693083862090275,Iris-setosa
+7,5.028990679780134,3.330021418469868,1.4259973431584576,0.2017153793286972,Iris-setosa
+8,5.004240896271418,3.2082754995418203,1.2000002070650206,0.1973760294654884,Iris-setosa
+9,6.535127754433949,3.1896264936584897,5.104089731323352,2.0010233372423407,Iris-virginica
+10,7.0297264699868975,3.207766640546973,5.771795320436575,2.3048354082432305,Iris-virginica
+11,5.382187004161775,3.3974186765262675,1.6786076056126578,0.20638232227770342,Iris-setosa
+12,7.899998513919046,3.7794808224833565,6.360383924416422,1.9925858987182132,Iris-virginica
+13,5.574279736609854,3.0,4.148259538557249,1.3125329985691834,Iris-versicolor
+14,5.505517871003979,2.3925573795596975,3.7596517829896325,1.1085943374602951,Iris-versicolor
+15,6.507948437456493,3.0,5.804498421045658,2.2153657673980436,Iris-virginica
+16,7.316078382062085,2.9084365824792413,6.335068021864257,1.7911049078011312,Iris-virginica
+17,6.277634209866284,2.5153337334764534,4.851071147669595,1.4948050955733523,Iris-versicolor
+18,6.829692459387089,3.1975862941469844,5.745864330324712,2.2868855958032634,Iris-virginica
+19,7.115987365193361,3.0,5.785762485478599,2.1535218632346025,Iris-virginica
+20,5.709674443852919,2.484834294188833,4.994423090979327,1.9953747188368602,Iris-virginica
+21,6.699265770892971,3.3104194696254585,5.691690966472544,2.1075108734412034,Iris-virginica
+22,6.710322504415216,3.292317225764836,5.660793044761439,2.49999950592367,Iris-virginica
+23,5.413689607427647,3.8904226849384536,1.6949018830433493,0.3904498858602097,Iris-setosa
+24,4.905030334100755,3.0,1.4006042463621369,0.19853494762220963,Iris-setosa
+25,6.399622245995622,2.9137510047713966,4.3193225015532395,1.312297071619937,Iris-versicolor
+26,5.257929317772838,3.355656888834866,1.494902552461482,0.44077574760987304,Iris-setosa
+27,5.23492545217186,3.606224095144096,1.5286447529919143,0.19956339133867781,Iris-setosa
+28,7.682142255731831,2.5963298554713075,6.899998765465704,2.2918206215430326,Iris-virginica
+29,7.338080567953472,2.92301339892882,6.311808417773253,1.805848641162564,Iris-virginica
+30,6.328098261544124,3.400733756725056,5.582324239637834,2.395666847020848,Iris-virginica
+31,6.684747131152841,3.308448330641588,5.742897953097433,2.5,Iris-virginica
+32,5.919155699992623,3.186103029651929,4.7939209614956395,1.7965671998439756,Iris-versicolor
+33,6.3029340479085985,2.4993576507871658,4.903048664011588,1.5172481654308447,Iris-versicolor
+34,5.834384570091879,3.0,4.204266730308426,1.4517323321546773,Iris-versicolor
+35,5.4930863043306,2.5887934091696425,4.421525070705189,1.1804465329053841,Iris-versicolor
+36,6.558317547061747,3.2180452060285423,5.1209520344833885,2.062770901039128,Iris-virginica
+37,6.182624270992059,3.0,4.6366256697448245,1.3906708262794707,Iris-versicolor
+38,4.995071190358245,3.3991180783669823,1.658090419329778,0.40477969126528707,Iris-setosa
+39,5.386563449459475,3.0,4.473993464448091,1.4847832228509688,Iris-versicolor
+40,5.081402398958483,3.3914011887888273,1.6107546125842163,0.21190344554416177,Iris-setosa
+41,5.915103341883164,3.0,5.113653495227713,1.8040476473653277,Iris-virginica
+42,6.327333613885338,3.3929198843673984,5.61424599779528,2.3918179502877646,Iris-virginica
+43,4.836430201347088,3.268347190054278,1.4033125125592507,0.19696467252793995,Iris-setosa
+44,6.506243685170843,3.0,5.463167352230121,1.8030775116402895,Iris-virginica
+45,5.0643981603359975,3.5912554768421234,1.5122198112341094,0.35918382803029636,Iris-setosa
+46,5.619878717297493,2.7495728404104227,4.457671716328768,1.2574855261256244,Iris-versicolor
+47,4.789526267698724,3.0,1.4013047860983492,0.29069605446689917,Iris-setosa
+48,4.611625152106336,3.196249723539992,1.4021645247148757,0.200261779817226,Iris-setosa
+49,6.296441533595735,3.296246648391645,4.691931899895043,1.605312025060979,Iris-versicolor
+50,5.739211155988093,2.5165839568005755,5.015639919192919,1.9815710289590267,Iris-virginica
+51,4.995734250723326,3.275729751750366,1.417663970739145,0.20133930015707718,Iris-setosa
+52,5.235124049897342,3.7887878113221913,1.7306580690445759,0.42371138387266505,Iris-setosa
+53,5.003478757831366,3.1950276131648105,1.2,0.20328775299111698,Iris-setosa
+54,6.167533732490136,2.2000002912533767,4.5179332510165935,1.5213961293634828,Iris-versicolor
+55,5.5620258916013245,2.882228029452783,3.562572722421829,1.29796492464608,Iris-versicolor
+56,6.814415397859395,2.799738202725005,4.795821855473925,1.4071969109016502,Iris-versicolor
+57,5.610134069054376,2.8997617150174464,3.5776273703234414,1.3159227180713697,Iris-versicolor
+58,4.995851184718685,3.2206580320822504,1.2,0.19539011821826718,Iris-setosa
+59,5.198546326285857,3.8519723285791234,1.6205691884384728,0.38703767515662624,Iris-setosa
+60,6.8309654405032205,2.8176318878831235,4.83360248608532,1.408641191991196,Iris-versicolor
+61,6.085141018587081,2.8523042444425717,4.658884377192568,1.2576704251806938,Iris-versicolor
+62,5.463147657527622,3.4065055365852954,1.7658277560987568,0.1998237270665113,Iris-setosa
+63,6.721702625071089,3.304200203234944,5.725596052319318,2.5,Iris-virginica
+64,4.904588255335238,3.0,1.4020745936958183,0.2027347842305562,Iris-setosa
+65,4.80438479899197,3.0,1.4038747233047817,0.10000010874530599,Iris-setosa
+66,4.400000453278121,2.904290557929642,1.3982723769623684,0.20149735625168233,Iris-setosa
+67,6.399543333852418,2.8884079849683477,4.330549015686759,1.3219900365356179,Iris-versicolor
+68,6.851474989677767,3.175949932544781,5.836102847756619,2.3060003463948404,Iris-virginica
+69,5.155592008501711,3.7693360236918796,1.4971427607751866,0.40008595906126926,Iris-setosa
+70,6.409479376161876,2.7005753193717825,5.290001576521302,1.9018923572329551,Iris-virginica
+71,6.7070008053027514,3.0,5.003018696553795,1.7103231427976424,Iris-versicolor
+72,6.664991859858467,2.4988559390657508,5.804592141649106,1.7891784205093544,Iris-virginica
+73,6.4179556401990645,2.9056268754138523,4.333063916966813,1.3168467187307156,Iris-versicolor
+74,5.756376266764654,2.6459790578546754,5.065569992310239,1.9405818613876265,Iris-virginica
+75,5.983432901722576,2.200000309543931,5.017908135011589,1.4953749155562241,Iris-virginica
+76,6.896713700893301,3.1946632964386197,5.689762449770638,2.299922853338922,Iris-virginica
+77,7.314270336375046,2.901618280232172,6.292163068168037,1.8095900252753765,Iris-virginica
+78,5.100099961915172,3.438649326261386,1.3933210677889474,0.2994354714969501,Iris-setosa
+79,5.953093832084311,3.0,4.967140636438296,1.793088901457035,Iris-virginica
+80,6.309568401017841,2.316584935200449,4.446717243608316,1.288066132306355,Iris-versicolor
+81,4.400000744943367,2.902550580692418,1.3709972019578784,0.19740371372275667,Iris-setosa
+82,5.975951964364349,3.0,4.787574727976393,1.8023338319673938,Iris-virginica
+83,5.803599674341779,2.705244839135467,5.127382509288009,1.924388882023053,Iris-virginica
+84,5.187779334904568,2.57533745155409,3.771879430180916,1.2309206662305172,Iris-versicolor
+85,5.001251331675126,2.468124094936282,3.226467817569904,1.0711404504881727,Iris-versicolor
+86,5.2626254041613985,3.7882752658368113,1.4973682472255294,0.19600808136930303,Iris-setosa
+87,5.881923290713715,3.0,5.077476132695669,1.807903120814738,Iris-virginica
+88,6.5333100758580365,3.1726933992182147,5.129292760196239,2.00040242301543,Iris-virginica
+89,4.875218839569706,3.0958335138191395,1.5117064401138647,0.1,Iris-setosa
+90,5.522877688372734,2.5517948261254455,4.149109973509273,1.1766447876241688,Iris-versicolor
+91,5.785535171229967,2.812788975826574,4.544133395376808,1.3543727574813365,Iris-versicolor
+92,5.1382755150598705,3.399120625669902,1.5178940244819605,0.19643433820588158,Iris-setosa
+93,4.605614434383737,3.1951241971000055,1.393469235855402,0.19612241707032918,Iris-setosa
+94,5.099488194971804,3.4992392915388377,1.4071351190617762,0.3103092464047619,Iris-setosa
+95,5.118554128953689,2.5004221999420664,3.077193588263634,1.091829944758038,Iris-versicolor
+96,6.0637787118676005,2.800984070202407,4.683319169768056,1.182527979788902,Iris-versicolor
+97,4.856984364808247,3.0,1.4355242468028921,0.1000000974895118,Iris-setosa
+98,5.614795058296188,3.0,3.956944490963207,1.2962929302097688,Iris-versicolor
+99,4.76500021565935,3.0,1.3857553037511543,0.1,Iris-setosa
+100,4.888672235912021,3.1276361756417006,1.4933547291472606,0.10000010712588281,Iris-setosa
+101,6.0025626588975225,2.2000003097940173,4.959184190702209,1.487725277531453,Iris-virginica
+102,5.756871839956444,2.7747448884775605,5.0878352643207805,2.3861901325706816,Iris-virginica
+103,6.282795307181679,2.902851973036431,5.598524249653531,1.8026431901655053,Iris-virginica
+104,6.407620127149381,3.0,5.685251393679669,2.128791604189185,Iris-virginica
+105,5.565260553350183,2.665105914356071,4.430179614061591,1.2226770432013612,Iris-versicolor
+106,5.580211934449241,2.963899820637768,3.791716393196398,1.3050493154284564,Iris-versicolor
+107,6.2894722441022735,2.718569251053072,4.990795324195166,1.816755947790664,Iris-virginica
+108,5.637127441411876,3.7769646576324996,1.7872625077049076,0.3276284252829884,Iris-setosa
+109,6.931627795682857,3.191352175952116,5.797257422748837,2.3125757148314445,Iris-virginica
+110,4.4,2.9155507924833355,1.38816588725841,0.1995756200357665,Iris-setosa
+111,5.784798390028685,2.671391522225647,5.090980570207252,1.9041408341575188,Iris-virginica
+112,4.887916554786737,3.0416536819880493,1.4823537755073326,0.1,Iris-setosa
+113,5.983874233992069,3.0,4.790254087587981,1.8013901321807289,Iris-virginica
+114,6.6845312372459835,2.4814472190864514,5.7274371498821814,1.794357207636574,Iris-virginica
+115,6.305501537319862,2.894693764389499,5.594289182158687,1.8041490314545117,Iris-virginica
+116,5.6103251937138285,2.670488482454958,4.457036903403431,1.2445005088234085,Iris-versicolor
+117,4.593679158726515,3.3935019203344043,1.4043894155565166,0.32855986315386587,Iris-setosa
+118,5.988626060620064,2.2,5.009991730587339,1.5217629115814395,Iris-virginica
+119,5.099062116428747,3.3894421639583268,1.4967224927115226,0.19984684838623323,Iris-setosa

iris/tab_ddpm/6_2/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/18/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.03315826920272,3.0,4.847760534899733,1.7993714217613979,Iris-virginica
+1,5.105842331366031,3.5236254982279314,1.3891183808303063,0.332802474215856,Iris-setosa
+2,6.714295091652663,2.481923358337005,5.784689502089533,1.794959547967773,Iris-virginica
+3,5.88823391239655,3.0,5.099801678095437,1.796899668907848,Iris-virginica
+4,7.682175924729718,2.612250689375181,6.9,2.3014253549342514,Iris-virginica
+5,6.4688838601603,3.0,5.495585046183154,1.8054309790711536,Iris-virginica
+6,4.995942279671955,3.2913673079603254,1.4076454064733186,0.20336130625251939,Iris-setosa
+7,6.480235043534943,3.0,5.47998752463692,1.8029291308537234,Iris-virginica
+8,7.1425483860267605,3.0,6.078512408396754,2.0589199300620518,Iris-virginica
+9,6.421135422723507,2.6928194328010266,5.363649628189957,1.9041896382467103,Iris-virginica
+10,4.903950010393411,3.098918138503017,1.640999720404881,0.10000010214804969,Iris-setosa
+11,6.305843618995771,3.29300953757507,4.683982674026324,1.6157251487595203,Iris-versicolor
+12,4.904014736691822,3.077260636140659,1.4899781603690228,0.10000011759893386,Iris-setosa
+13,6.028880646550622,2.6865352816431645,5.099826364374567,1.5826574061832321,Iris-versicolor
+14,7.71943072390185,2.5976120447250515,6.9,2.3229994989826306,Iris-virginica
+15,5.462819519970855,3.560612992416728,1.498869889626132,0.3609102962905804,Iris-setosa
+16,6.098028017962259,3.0,4.611840039719501,1.4142906814773661,Iris-versicolor
+17,5.667653165230065,2.531223571235936,5.017204205955456,2.007353199104142,Iris-virginica
+18,6.3938092907375,2.8906641507849744,4.32770681525967,1.3039503978412676,Iris-versicolor
+19,6.356714675626881,2.7488989194808187,5.338093007951283,1.8470539147719636,Iris-virginica
+20,6.377256240690669,2.712445679624801,5.293540225525458,1.8902156659070364,Iris-virginica
+21,6.093170743064254,2.5922105698379108,5.6184772232496405,1.4002805347583107,Iris-virginica
+22,5.527485241798324,4.19999908709001,1.4049546464245075,0.20016853780349006,Iris-setosa
+23,4.910421768331571,3.0,1.3971449227346349,0.1972766733085744,Iris-setosa
+24,6.693673459623218,3.2996248808165345,5.752973331660799,2.499999460802421,Iris-virginica
+25,6.018787171644782,2.200000359072262,4.953099338716797,1.526350295079908,Iris-virginica
+26,5.803963337138102,2.8087859979676866,5.089833347878179,2.3990508592206203,Iris-virginica
+27,5.538619350475645,2.617877756144093,4.4202214540764935,1.200272639979883,Iris-versicolor
+28,5.61571775311812,2.6827267622318884,4.201819366200696,1.2844136041375767,Iris-versicolor
+29,6.696218060126632,3.3149617477405324,5.6963757561179165,2.5,Iris-virginica
+30,6.669491568609045,3.295095356871898,5.664941285195483,2.128255449411181,Iris-virginica
+31,7.671850300728507,2.6101537993665067,6.899998706844453,2.2829568450130804,Iris-virginica
+32,6.009410546461271,2.200000319169487,4.982901905846343,1.508356535072563,Iris-virginica
+33,5.17631854501341,3.6508547906152904,1.4966526659643644,0.1992482528137811,Iris-setosa
+34,6.9439849931535,3.109755925952388,5.103452719835002,2.3067042065668755,Iris-virginica
+35,5.087354632261552,2.5008830995728464,2.9257285465630423,1.091546287000722,Iris-versicolor
+36,6.79958486116455,3.0,5.378954600011462,2.1708554251542203,Iris-virginica
+37,5.103228222608715,3.515582815598256,1.4022572136133815,0.30320730361718007,Iris-setosa
+38,6.29723788131852,2.9263363206715187,5.560796227476527,1.8027909868518395,Iris-virginica
+39,5.421803387552298,3.865774082814371,1.6481601304690325,0.33561254000124463,Iris-setosa
+40,5.517611328880358,2.633102414018453,4.425289063971534,1.248381937169091,Iris-versicolor
+41,6.290067313121159,3.3967991226585794,5.619362159789876,2.398628791766652,Iris-virginica
+42,5.035425809772854,3.40744682276089,1.4018368195875268,0.2944671818558928,Iris-setosa
+43,5.470526009125981,3.0,4.506507328462983,1.5290154218551866,Iris-versicolor
+44,6.531238254356183,3.1996289436518732,5.123197833785508,2.0084270615660986,Iris-virginica
+45,5.305000196159826,3.4090717596651734,1.6080561153982433,0.19864656619529575,Iris-setosa
+46,5.117226976028269,3.301901616136298,1.8450778173984757,0.44112142897662343,Iris-setosa
+47,5.417163013850721,3.4063788469161382,1.7261904687592142,0.1984412714147032,Iris-setosa
+48,4.61120767390796,3.3958666653933003,1.4063409320656117,0.3152784150069673,Iris-setosa
+49,5.653193524053726,2.7334082553332184,4.304719040760117,1.2887358640222413,Iris-versicolor
+50,6.7939089660322445,3.0027123371783775,5.258998570070215,2.258655095737699,Iris-virginica
+51,6.930182396860571,3.0,5.586596474899133,2.079115781452185,Iris-virginica
+52,5.363266788143928,3.384225931054667,1.5774959145639098,0.4522498597560079,Iris-setosa
+53,5.501301476020671,3.0,4.332154635734995,1.3832947393730834,Iris-versicolor
+54,6.814886891813546,2.7864456698035402,4.836481312693393,1.3948790849886674,Iris-versicolor
+55,6.708586076483591,2.5065431780457335,5.794311539115253,1.7993522772936201,Iris-virginica
+56,4.49827871453416,2.3072312508309456,1.2969735253162065,0.2989908647258419,Iris-setosa
+57,6.011129054470145,2.8847070259691288,4.616388232944122,1.3584519440668184,Iris-versicolor
+58,5.527469050779906,2.6074192417468915,4.385844293005864,1.215275467049082,Iris-versicolor
+59,5.00197528310854,3.3662734778458936,1.6883476299606026,0.37074200017300485,Iris-setosa
+60,6.400720050604444,2.8994686445691973,4.290106399719426,1.3016754830416857,Iris-versicolor
+61,7.9,3.846476519443928,6.430047667205209,2.031987597421815,Iris-virginica
+62,6.299495635251306,3.305250943918894,4.713984020746625,1.6152947585344064,Iris-versicolor
+63,5.073791038788122,3.521760494449339,1.4917530279979136,0.3649113542089338,Iris-setosa
+64,7.106471709096197,3.0,5.903629325168197,2.0969886857258793,Iris-virginica
+65,7.723805983861003,2.55231668737778,6.9,2.313611298203057,Iris-virginica
+66,5.011671310402466,2.4428594191795447,3.1383498879991576,1.0272491700148219,Iris-versicolor
+67,5.08967479684506,3.4544175266044057,1.4028851623434848,0.297201047459394,Iris-setosa
+68,5.890760938727309,3.1715384028117084,4.809177373870018,1.801680847976778,Iris-versicolor
+69,5.9163366596592155,2.8760943820480818,4.5870229421263895,1.405034909246216,Iris-versicolor
+70,6.926462945446289,3.106014688790329,5.0922068291480995,2.3029567738310917,Iris-virginica
+71,5.738371833759601,2.506751040123095,5.011940630036624,1.9934470352696525,Iris-virginica
+72,5.497037827267283,4.2,1.4008789657848908,0.19931901380805916,Iris-setosa
+73,7.1674838092864865,3.0,5.979285128258079,2.1107967277253152,Iris-virginica
+74,6.71121393400654,2.4983381605129606,5.728485914626184,1.7984282736162958,Iris-virginica
+75,4.899073509432826,2.3993768739591532,3.2211119501589773,1.014513549573218,Iris-versicolor
+76,5.890161149176547,3.0,4.261654547198166,1.4877530604514788,Iris-versicolor
+77,7.295922434238711,2.8889591175978193,6.26133678114956,1.7967543652908613,Iris-virginica
+78,5.410838202585068,3.0,4.426523846578711,1.4647176311270171,Iris-versicolor
+79,5.591096738007147,2.8409246831205714,3.6731703757614804,1.2868397375127938,Iris-versicolor
+80,5.810672589454994,2.794385691775736,5.0961751894410785,2.3984546027757796,Iris-virginica
+81,6.106264613296711,3.0,4.608042653946448,1.411337473442003,Iris-versicolor
+82,4.9013138330208195,3.0974781064363874,1.6265328319847558,0.10000010445828297,Iris-setosa
+83,5.041065713653113,2.4756474915720394,2.8964779729288117,1.080600931802437,Iris-versicolor
+84,5.735799383127504,2.8150624256495607,4.492349776774957,1.2971619084438553,Iris-versicolor
+85,5.378285707597422,3.882244051269103,1.6644901601596904,0.3833616164369079,Iris-setosa
+86,5.302063059238104,3.709771905497671,1.5122826186895133,0.20161628673187965,Iris-setosa
+87,5.812486944370046,2.8130873897735618,5.107849776959767,2.404899610160144,Iris-virginica
+88,5.981475130944406,3.0,4.3962683657601085,1.5125152482188267,Iris-versicolor
+89,5.609049695717131,2.4931686170828575,3.9150825176384414,1.105448466083781,Iris-versicolor
+90,6.717252290478064,3.3067247802903714,5.699147894321637,2.5,Iris-virginica
+91,5.04635599516531,3.608165567315275,1.4991781557126211,0.4159539542908191,Iris-setosa
+92,5.437516700193373,3.0,4.488908152890778,1.4683839228614817,Iris-versicolor
+93,5.593388522870486,2.6687941459802755,4.308007933390342,1.2628113196616209,Iris-versicolor
+94,6.312070998779839,3.407936642267314,5.576181868289412,2.4054211955591716,Iris-virginica
+95,6.3096850745985575,3.2832193507297966,4.688673251566989,1.581528509417466,Iris-versicolor
+96,5.7243663753314635,2.6719777012253316,5.089839068125295,1.9108940212596197,Iris-virginica
+97,4.794064662698611,3.0,1.4008485480645507,0.1000001019845517,Iris-setosa
+98,5.5283027179511794,2.4319002857392356,3.7644250531048438,1.1021796375569648,Iris-versicolor
+99,4.878174290614744,3.0897767746149882,1.544942557220632,0.10000009151598167,Iris-setosa
+100,5.108742123642828,3.535625341953553,1.4000012402675301,0.29784173886803555,Iris-setosa
+101,5.810866309268294,2.817839456315884,4.482609342979495,1.408512900649995,Iris-versicolor
+102,5.240769776931902,3.7543626889732704,1.6472859640171593,0.20116962606678684,Iris-setosa
+103,6.093624746884704,2.615173895101651,5.599011893339685,1.3759664841558192,Iris-virginica
+104,5.559507339207672,4.2,1.3974445229246784,0.2063024601215895,Iris-setosa
+105,5.860531242299731,3.0,4.018946322746955,1.4819753265919398,Iris-versicolor
+106,5.217800193556639,3.82845040893188,1.5873891324138851,0.4143209775209191,Iris-setosa
+107,7.053357824290146,3.0119162300645,5.887465122815253,2.145217361952392,Iris-virginica
+108,6.44650795129718,3.0,5.535663901183955,1.798065535729572,Iris-virginica
+109,5.535720430471407,2.5095171382006747,3.854967073516079,1.097875015255004,Iris-versicolor
+110,4.914337129594092,3.0997610867602488,1.4976228739549728,0.10000010387197601,Iris-setosa
+111,5.096800695919558,3.3983558701342664,1.4969378408222058,0.20070281589150357,Iris-setosa
+112,7.031956206555174,3.0,5.823468810222998,2.115122824250525,Iris-virginica
+113,6.316999696008486,2.2978979219493385,4.388874842673959,1.2999424597304565,Iris-versicolor
+114,5.141997324929851,3.7904801901911203,1.5293831251118446,0.20026286669879306,Iris-setosa
+115,7.9,3.790783538916856,6.404535832002429,2.0072548957082823,Iris-virginica
+116,6.478202750810805,3.0,5.7907751054964205,2.2024296512335853,Iris-virginica
+117,6.685007971382818,2.4852484983896668,5.799954983668935,1.793783645752049,Iris-virginica
+118,4.606560734560969,3.190984197189672,1.4004544593069668,0.19934477385109783,Iris-setosa
+119,4.79385911333083,3.0,1.4002833507464558,0.298999454264054,Iris-setosa

iris/tab_ddpm/6_2/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/19/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
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/6_2/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor

iris/tab_ddpm/6_2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.993901782558733,2.200000322620527,4.967001287979258,1.5208523180062827,Iris-virginica
+1,4.9998536812683145,3.2163549349504343,1.2000001957111248,0.20203114143022535,Iris-setosa
+2,6.537003331022306,3.0,5.507631536318247,1.8014081466482876,Iris-virginica
+3,6.885380552955313,2.7887203089324166,4.807287446500039,1.3856747969143548,Iris-versicolor
+4,6.296190442812356,3.3992951811530703,5.628460465097162,2.3910030518621923,Iris-virginica
+5,6.310620895860293,3.28947554031989,4.703669944418037,1.5947591585501484,Iris-versicolor
+6,4.902951190262175,3.0,1.4005000953896547,0.1995585617349872,Iris-setosa
+7,5.094126817699709,3.385765229721491,1.4890473706322087,0.19851238305025581,Iris-setosa
+8,6.708644973384645,3.2898947681480704,5.67249239971011,2.499999540426445,Iris-virginica
+9,5.796852621923397,2.875395406362922,4.521289691373179,1.3734637939788932,Iris-versicolor
+10,5.54359318082971,4.199998809423494,1.4054036910833205,0.20563455869479833,Iris-setosa
+11,6.519312155840195,3.0,5.52021545456642,1.7974197242109526,Iris-virginica
+12,5.9105097687035295,3.0,4.158852178977683,1.504220742312969,Iris-versicolor
+13,5.926134747357879,3.0,5.097678197773772,1.8008752252976041,Iris-virginica
+14,5.975334687230548,3.0,4.81898210565054,1.8039719992134575,Iris-virginica
+15,5.635757584832545,2.71581594439458,4.269758708216445,1.3057589742632003,Iris-versicolor
+16,6.689684617589248,3.2845852060142424,5.699976761063331,2.4999994874898688,Iris-virginica
+17,4.906894093815322,3.0978212323034913,1.531768974374307,0.1,Iris-setosa
+18,7.720401921202748,2.611777617867519,6.899998806423071,2.3086189442684253,Iris-virginica
+19,5.078122061773915,3.333673313076938,1.7085095614113976,0.4801504075589801,Iris-setosa
+20,7.73339048287364,2.60205778249896,6.9,2.3124410683083467,Iris-virginica
+21,5.912681725582535,2.770301029087773,5.123064886718247,1.8543954426963678,Iris-virginica
+22,6.012675306178206,2.2,4.9822369361545205,1.5412755413948707,Iris-virginica
+23,5.793949126653779,2.7873778346076037,5.096359857653411,2.4082331377234354,Iris-virginica
+24,5.5107587044069115,2.649300756866891,4.216583194468889,1.243051276494757,Iris-versicolor
+25,5.209283166864618,3.863176337470434,1.6627060467106642,0.3742895956945625,Iris-setosa
+26,7.300387454586654,2.8956059265410254,6.276926458899135,1.809875336402167,Iris-virginica
+27,5.098451117342088,3.3974134313371693,1.6213158495436113,0.2023116026605706,Iris-setosa
+28,5.047571281770272,3.5145665232873804,1.5408061114448035,0.3186090591917765,Iris-setosa
+29,5.402760790809139,3.0,4.492932762871986,1.4813959894680917,Iris-versicolor
+30,4.400000591031768,2.9207511411028046,1.3880746066364957,0.18678137271527112,Iris-setosa
+31,4.590104154098396,3.3920135094812323,1.3950672605152814,0.3056774092216386,Iris-setosa
+32,5.540973329334246,2.419162300301491,3.887760506619596,1.0931382404540253,Iris-versicolor
+33,4.901681542132768,2.4194699082970685,3.279655824880053,1.0439681134176324,Iris-versicolor
+34,7.707637667714625,2.5837420502803594,6.9,2.2964831741788387,Iris-virginica
+35,5.639547230490486,2.9695232404675025,3.7681674509228715,1.3308952658946187,Iris-versicolor
+36,4.912292715175274,2.4055909077079756,3.3036188466959833,1.0009976194007302,Iris-versicolor
+37,7.899998384260115,3.7747111772587503,6.370800824436818,2.017532254595326,Iris-virginica
+38,6.1479013590552265,3.0,4.615522233647027,1.3881768877882512,Iris-versicolor
+39,5.422376618036407,3.4074202846265673,1.4977515660047895,0.3739652136498425,Iris-setosa
+40,5.608110370135855,2.9153443008434334,3.772867230039444,1.321094935799419,Iris-versicolor
+41,5.1373172436814345,3.7648965022641834,1.5193416269215774,0.34770464575088644,Iris-setosa
+42,7.103455644257901,3.0,5.944935052246035,2.0358920418147752,Iris-virginica
+43,6.101744622733911,3.0,4.608665245565001,1.389915409706655,Iris-versicolor
+44,5.58866166814278,2.8666793665057497,3.559607794116839,1.3116793927597816,Iris-versicolor
+45,5.007079860527347,2.4558939034922886,3.2367232369430314,1.0950718121208058,Iris-versicolor
+46,5.998047311083671,2.6761534015015,5.107397928406852,1.5923427773094145,Iris-versicolor
+47,5.941780033421731,3.216437863357255,4.805450109407241,1.8129859171937017,Iris-versicolor
+48,6.890084430916864,3.1129335807417253,5.113737823039452,2.299833894999699,Iris-virginica
+49,4.791921055453254,3.0,1.4010255958239524,0.30104262431049655,Iris-setosa
+50,5.62015014425759,2.7263694644661327,4.041991273903788,1.3097402935394349,Iris-versicolor
+51,5.657434166694747,3.7831688477472927,1.6177062932428088,0.2908737577480939,Iris-setosa
+52,5.014814869374707,3.458188005826905,1.5445643271239102,0.4101569946338419,Iris-setosa
+53,5.809798650995786,2.8318703657603304,4.53514859700729,1.3549238312979586,Iris-versicolor
+54,5.1295910728120795,3.3103474003206346,1.6536590597980283,0.4392360360568409,Iris-setosa
+55,6.537060677807708,3.0,5.855741069997704,2.2124961407007295,Iris-virginica
+56,5.433263341617451,3.3992982787487036,1.73313050934967,0.199273193461525,Iris-setosa
+57,5.497676498548299,2.6009798692910624,4.396980623633726,1.216151185909856,Iris-versicolor
+58,5.20146425776264,2.7029046315797145,3.888926871876984,1.4057385581279498,Iris-versicolor
+59,6.830925301374756,3.216072663046885,5.874886495089991,2.3111382470223543,Iris-virginica
+60,6.777081590343713,3.191588313728778,5.896004258077819,2.2902918936301733,Iris-virginica
+61,5.935438998970587,3.0,4.255681285082963,1.50156652514461,Iris-versicolor
+62,6.0343966628652455,3.143720482620375,4.708729489320114,1.7362330596624833,Iris-versicolor
+63,6.003843373462013,2.709635575103932,5.097698975901597,1.5963520711010797,Iris-versicolor
+64,5.414358683187791,3.415761942910278,1.6892748485594686,0.20725013927356262,Iris-setosa
+65,4.4,2.9206750063510385,1.4028626330851646,0.20261751542023745,Iris-setosa
+66,5.472411107061367,3.0,4.564135321876676,1.569098367293076,Iris-versicolor
+67,5.622440277880535,2.730372573167399,4.382697517161011,1.3174758268752977,Iris-versicolor
+68,5.905462798615065,3.1979625284812108,4.815409020514718,1.789033629478053,Iris-versicolor
+69,6.853949912960279,3.204639698746885,5.694322604646145,2.3144544028346283,Iris-virginica
+70,5.117709787545954,3.3031159872213536,1.6882280106510024,0.469612659133902,Iris-setosa
+71,6.288956299086667,3.293855338848657,4.6754072262034025,1.6242404830312178,Iris-versicolor
+72,5.820498307480478,2.784600618341412,5.09794243917605,2.3950271311375184,Iris-virginica
+73,5.331171837222072,2.7203777293182405,3.7790756986521155,1.380506465324402,Iris-versicolor
+74,6.7197871306610955,3.3058355253622755,5.65226253615245,2.5,Iris-virginica
+75,5.79369238055281,2.7020530627929134,5.111499188963978,1.8982833100148453,Iris-virginica
+76,5.082367353673494,2.503564120595771,3.072322859346456,1.1001650572130264,Iris-versicolor
+77,6.018441766411535,3.0,4.773098257587447,1.8022609766129276,Iris-virginica
+78,4.500253177688475,2.297389150535485,1.2948261982314517,0.291849939771404,Iris-setosa
+79,5.765993223043751,2.620568661339149,5.055891098326611,1.93304097135383,Iris-virginica
+80,4.898466773330136,2.404422511335913,3.2335110975546275,0.9830860084098942,Iris-versicolor
+81,6.672495456881497,3.0,5.004736919511428,1.69018758818213,Iris-versicolor
+82,4.805954251608859,3.0,1.4000723517171048,0.31541709089150993,Iris-setosa
+83,5.530584291242287,2.4065817945760344,3.8084022598270586,1.1228982430803158,Iris-versicolor
+84,4.60901454553784,3.395214217204853,1.3927370830566854,0.31693255987217966,Iris-setosa
+85,5.881995572206758,3.0,5.092487034371237,1.8015722079724674,Iris-virginica
+86,5.400234541075053,3.0,4.493712500446666,1.5049166501896936,Iris-versicolor
+87,5.231013950692423,2.7155223981375114,4.027804027547071,1.4232039963879233,Iris-versicolor
+88,6.850230219520554,2.7871530006320624,4.7837380078277665,1.3964611962343436,Iris-versicolor
+89,6.6920327013162115,3.2936065281896143,5.665962911103348,2.098379894145753,Iris-virginica
+90,5.501021711564803,2.6027972298300615,3.9140935339859615,1.2031635207029467,Iris-versicolor
+91,4.908482700937555,2.3997600282887173,3.3933206684889075,0.9954066069390834,Iris-versicolor
+92,5.003958639252158,3.2978648949492624,1.393416420768157,0.20201386212505626,Iris-setosa
+93,5.974776714993476,2.693696415783109,5.08971034019869,1.5629707923905058,Iris-versicolor
+94,6.835720297921801,2.8099069192874313,4.771586287521637,1.3931169286498442,Iris-versicolor
+95,6.019301511869467,2.6956490560047595,5.081588189948916,1.587654676578262,Iris-versicolor
+96,5.97587339595589,2.980954495557028,4.434185459794552,1.517584382519977,Iris-versicolor
+97,6.081737288638246,2.6032515077477796,5.622164525849153,1.389189641735873,Iris-virginica
+98,5.008304226932045,3.206689478984359,1.200000183499049,0.1861612250365995,Iris-setosa
+99,5.184986814885885,2.4826608606455998,3.257874406330431,1.110638608351465,Iris-versicolor
+100,5.665970692330704,2.7963204551765393,4.3752162196643045,1.314976417377796,Iris-versicolor
+101,5.5168394051505745,2.482904057366311,3.977526985370372,1.1128475844321186,Iris-versicolor
+102,5.392404248992763,3.0,4.502947575043577,1.4965936471968362,Iris-versicolor
+103,6.780512259928121,2.9025604113197505,4.895112937604217,1.4891117291084945,Iris-versicolor
+104,6.083119094787801,2.806023090105876,4.684962676866611,1.2186944376879063,Iris-versicolor
+105,5.769177202275427,2.8207558235398795,5.100294841868218,2.402555285292327,Iris-virginica
+106,4.4000005237626185,2.926209796922922,1.4009531515260767,0.19589402889519925,Iris-setosa
+107,5.096039406713541,3.723177797561094,1.497324220595629,0.4155158145613852,Iris-setosa
+108,5.7188449783545385,2.732491791706508,4.253895541082588,1.3480552315294174,Iris-versicolor
+109,5.368610791288975,3.389675170993435,1.4972686128396024,0.43057783915905057,Iris-setosa
+110,5.714810521912309,3.803839021310698,1.6822112629038197,0.30809762040368177,Iris-setosa
+111,7.721620497216365,2.60507190323938,6.9,2.3077650672393135,Iris-virginica
+112,6.027789006510747,2.9399583140469345,4.490873470420122,1.5015065294152685,Iris-versicolor
+113,4.606470020643395,3.1995436661378642,1.4024843076988662,0.2034362219422184,Iris-setosa
+114,4.496843334450355,2.293595955886199,1.3019034064613992,0.3308927191277831,Iris-setosa
+115,4.4,2.8842309139564843,1.395074340258807,0.20023033330154894,Iris-setosa
+116,4.989294970132246,3.2791326558685365,1.3989523949372338,0.2022310245704811,Iris-setosa
+117,6.695521307343088,2.5194481230454517,5.719696055111008,1.7945393324943266,Iris-virginica
+118,6.124050891487502,2.652430420459946,5.57789814667162,1.495950420568823,Iris-virginica
+119,5.309909552445007,3.624387360492654,1.521698837939651,0.19912569991757667,Iris-setosa

iris/tab_ddpm/6_2/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor