a

iris/tab_ddpm/3/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.707424581885492,2.6447223187696096,6.899998538312559,2.283044549799984,Iris-virginica
+1,6.0949864452502736,2.5954358096376007,5.599996441499426,1.4019122855186892,Iris-virginica
+2,6.301737521798537,2.499815405709419,4.848913971202056,1.4938439000922505,Iris-versicolor
+3,6.542240267127597,3.0,5.8088591384110355,2.1970072049531892,Iris-virginica
+4,5.76958918705025,2.8357168695789827,4.533286463952832,1.3348889883670132,Iris-versicolor
+5,6.089747242104189,2.6039942131777867,5.564490699379856,1.391730241862315,Iris-virginica
+6,5.138509392200948,3.487317614936703,1.402106779258362,0.20024905905495446,Iris-setosa
+7,5.8025519397973655,2.7024518422296278,4.0742956989927706,1.0002509961684707,Iris-versicolor
+8,6.518828812215874,2.9412614213200303,4.338512851633354,1.3291998810781447,Iris-versicolor
+9,4.778002236929745,3.0,1.3999975565266731,0.1,Iris-setosa
+10,5.561357811243331,3.0,4.146652235585912,1.3120677412201704,Iris-versicolor
+11,5.311676954197694,3.7206705322658618,1.4998007411867726,0.1970634129534105,Iris-setosa
+12,5.627202097272505,2.6270366397970157,4.446794786602254,1.199838509288281,Iris-versicolor
+13,5.072640731653812,2.4776453669877974,3.143458589828925,1.067418674823418,Iris-versicolor
+14,5.511871244911406,2.379304292280482,3.64430379254113,0.9580560582058224,Iris-versicolor
+15,6.501483944342311,2.9919307585212387,4.386310588021049,1.3610666736540176,Iris-versicolor
+16,5.591457075076294,2.542104102928135,4.112744779787947,1.1391317559517742,Iris-versicolor
+17,5.431254722986058,3.9,1.336824835415589,0.3942194373658065,Iris-setosa
+18,4.946054268843112,2.4074729868927136,3.4372175860963314,1.0043848711365344,Iris-versicolor
+19,7.669319154329297,2.8079329004103872,6.6706859767434725,1.9931948355126492,Iris-virginica
+20,4.665313356270503,3.3959928935653725,1.385170780694407,0.29681941225517605,Iris-setosa
+21,5.207011128683385,2.68416624329913,3.860546455751829,1.3942876170068574,Iris-versicolor
+22,4.9776215870899545,3.420628511324584,1.494596857087907,0.35807799686012093,Iris-setosa
+23,5.404167920028193,2.431548143589597,3.628276772650479,1.0403094888242221,Iris-versicolor
+24,5.255837968327632,3.3902945810104823,1.4139409308425346,0.19989484020602472,Iris-setosa
+25,6.001089336250924,3.3603511694596904,4.512072063018755,1.5781113998955658,Iris-versicolor
+26,5.976809303626522,3.36371090855052,4.456196773668831,1.5382458606183824,Iris-versicolor
+27,6.938305750594944,3.100662788643225,5.113340219462396,2.300469193595432,Iris-virginica
+28,6.243842286859873,3.390878303722228,5.569018472090503,2.4083020257048053,Iris-virginica
+29,5.417077350190378,3.3901185813351704,1.499231484529928,0.36703664064944486,Iris-setosa
+30,6.699644482686535,2.5182241434496264,5.816126909348415,1.8137714775446183,Iris-virginica
+31,5.792755770131395,2.607883249624993,4.253639578763103,1.113291678795674,Iris-versicolor
+32,4.790878186310768,3.0,1.3859172080402427,0.39469000770843377,Iris-setosa
+33,5.406949660117364,3.4038925197223424,1.5774531091588289,0.29698643831999266,Iris-setosa
+34,5.019541005892723,2.000000490407095,3.6126035458330157,0.8141195693394485,Iris-versicolor
+35,7.311840839838547,2.9019099209398607,6.291567410919847,1.7808445747632653,Iris-virginica
+36,6.80309710091112,2.796770266221717,4.773392456604892,1.3986229898945168,Iris-versicolor
+37,5.0300036296458135,2.000000452678729,3.691039709889088,1.0051746417440965,Iris-versicolor
+38,6.690632778257779,3.315111497977158,5.671502940931054,2.101662725207794,Iris-virginica
+39,5.9844697240929605,3.4032530040231252,4.485332957793831,1.6175810424315538,Iris-versicolor
+40,4.6391010933521954,3.4221363757579955,1.396057877258268,0.2992321349579552,Iris-setosa
+41,5.347780252845056,3.388292548826341,1.4990258916710009,0.2260220310030889,Iris-setosa
+42,6.9133499692807465,3.075469224796196,5.108943028811512,2.297629218752028,Iris-virginica
+43,6.034524913368794,3.4013781946679926,4.4749505401984155,1.5816242552788333,Iris-versicolor
+44,6.316053193393819,3.262221730432658,4.686118939055504,1.581107698678559,Iris-versicolor
+45,5.795467313328841,2.7006394064594486,4.123107732267693,1.0154024285207328,Iris-versicolor
+46,6.788576343761328,3.0,5.5147181296559475,2.091897251467251,Iris-virginica
+47,4.772176672513092,3.0,1.3906300821294382,0.2995125802854638,Iris-setosa
+48,5.935488362850175,3.0,5.064161410340693,1.805253176188294,Iris-virginica
+49,6.705889273451012,3.304595730715235,5.697537841663335,2.092410253499282,Iris-virginica
+50,7.698946599795388,2.7655553789960465,6.713424051702392,1.986438736990242,Iris-virginica
+51,4.969277865357809,3.3888695640394597,1.5521344334034044,0.3559417236447063,Iris-setosa
+52,4.400000502858242,3.179649380058729,1.3037610994321545,0.1941910255939568,Iris-setosa
+53,6.486018650624526,3.0,5.785274561231594,2.215083946561848,Iris-virginica
+54,7.600475045583938,3.0,6.59116402576956,2.091919269109154,Iris-virginica
+55,5.231123346924525,2.701023252880763,3.9767900863578323,1.3824729605935637,Iris-versicolor
+56,4.967557901531654,2.0,3.5064363960906544,0.9487519579005286,Iris-versicolor
+57,7.899998951293993,3.7972901811980107,6.3892932302616705,1.9773732153499386,Iris-virginica
+58,5.0928940329893315,3.4990823625433505,1.400048651436838,0.32364393765763133,Iris-setosa
+59,5.763916099067609,2.801013987012451,4.567728729785239,1.3024037741370127,Iris-versicolor
+60,4.914151625659823,2.3938993132780486,3.168261856476871,1.0323465978104747,Iris-versicolor
+61,5.298292357662896,3.7067731568533717,1.5456741195997084,0.20069066760052354,Iris-setosa
+62,5.319692977066579,3.4060919884425602,1.4954090309532906,0.35104602845666893,Iris-setosa
+63,6.300481860834503,3.400711751803417,5.591112915482089,2.400162350068022,Iris-virginica
+64,6.026590853040277,2.679364906125491,5.00205672710313,1.5669061121654377,Iris-versicolor
+65,4.792479704548607,3.401117337165299,1.5115832067668147,0.1998777117806273,Iris-setosa
+66,5.497161092453395,2.397447381695061,3.7551725039299244,0.9687523296820033,Iris-versicolor
+67,6.5252385508547714,3.284904716684381,5.704209101351867,2.3090969922204203,Iris-virginica
+68,4.400000460442737,2.8977340353076873,1.396509495704648,0.20188225382473088,Iris-setosa
+69,6.9221100206700505,3.0,5.629072122952155,2.0780511869289007,Iris-virginica
+70,6.327784767947536,3.3911653935675754,5.621399121365378,2.388390777431568,Iris-virginica
+71,6.711243181271508,3.294119091999925,5.718054346432773,2.1378912628154993,Iris-virginica
+72,5.5619077381907776,3.0,4.531142718921722,1.5136349905125244,Iris-versicolor
+73,6.1414590017138355,2.5860438514180424,5.583368825773102,1.3932264896882571,Iris-virginica
+74,4.593445807109383,3.5920172931184813,1.000000479742471,0.19756058529725573,Iris-setosa
+75,4.5989846558803915,3.383505008277881,1.401020721558322,0.3053535378327161,Iris-setosa
+76,5.104172537017582,3.506578086686626,1.3936181384037676,0.1987485303671424,Iris-setosa
+77,4.4898740566405015,2.2813185445490327,1.2996240022111196,0.29794008489185575,Iris-setosa
+78,4.969700261522695,2.0,3.542084669246066,0.8239482230633643,Iris-versicolor
+79,4.82031572015824,3.4071732490335487,1.5876016238525348,0.20554915523295245,Iris-setosa
+80,4.496322850606762,2.2850903066084145,1.321619292697275,0.2994258539264485,Iris-setosa
+81,5.994952281867934,3.405596393472949,4.532356545111666,1.6224449614233996,Iris-versicolor
+82,4.987615658131158,2.0,3.603259406905372,1.0020054334550381,Iris-versicolor
+83,5.224757098972692,3.404355646457422,1.4291261775308917,0.2085191983880537,Iris-setosa
+84,6.260125791988741,3.1471836383573475,4.65172285010825,1.4997090809734752,Iris-versicolor
+85,5.615218896573016,3.0,4.158498960463264,1.3046470881209609,Iris-versicolor
+86,5.075452313415602,2.466963608343928,3.0645788618223495,1.09170428855972,Iris-versicolor
+87,6.30013019950672,2.504382272314798,4.929760072503553,1.5118455794520749,Iris-versicolor
+88,6.709104594770796,3.1050223799755563,4.726873857967686,1.5056585713099782,Iris-versicolor
+89,5.412489515133406,3.408957121384234,1.697326827830394,0.20058291478019066,Iris-setosa
+90,6.277032423465821,3.2879770502027537,4.647634160989537,1.5731842114039774,Iris-versicolor
+91,6.2958667287230625,3.3654490233694534,5.612248297328681,2.392374798478346,Iris-virginica
+92,6.820608536254813,3.0,5.5277663436109625,2.173958344004319,Iris-virginica
+93,5.352566026770185,3.402880304070905,1.6172855045367098,0.2112859926879168,Iris-setosa
+94,6.702325928947864,3.3110453086992044,5.727681149490664,2.0927952932117666,Iris-virginica
+95,4.400000618205871,2.9193646727358473,1.3932502675348262,0.19936125782131817,Iris-setosa
+96,4.824888196977828,3.0,1.423538186449513,0.1000000941044015,Iris-setosa
+97,4.809114489214003,3.0,1.4045095242859889,0.1,Iris-setosa
+98,5.8670561928300895,2.7897861674422093,4.5092687413098185,1.247677249077286,Iris-versicolor
+99,5.984103073163804,2.831485547456732,4.618575104189517,1.503667259547442,Iris-versicolor
+100,5.088097455199959,3.7113238590527557,1.496005836421058,0.4149734611075023,Iris-setosa
+101,6.29388799226909,2.4900174980291565,5.002237696206841,1.885296907989922,Iris-virginica
+102,5.617029025848781,3.0,4.090658199200389,1.3048261484031163,Iris-versicolor
+103,4.918424787497997,2.4299986074362705,3.346437926605587,1.0397021743860742,Iris-versicolor
+104,6.504045747003232,2.9899492292808145,4.327108549478398,1.3591008073611677,Iris-versicolor
+105,7.6957622903816265,2.7766726045686294,6.687145998950451,1.986582752927515,Iris-virginica
+106,5.01608656485708,2.0000007809087035,3.5167825091897766,0.9323679580065944,Iris-versicolor
+107,6.963915024258113,3.158923710353007,5.7015431914507255,2.270113785482309,Iris-virginica
+108,6.6395105808407715,3.2544248770404187,5.640449978789692,2.058566556371216,Iris-virginica
+109,4.400000594701704,3.180177508295753,1.3230230638143046,0.20272503799574823,Iris-setosa
+110,6.770079078844195,3.0,5.4915742791979305,2.0872962932905215,Iris-virginica
+111,6.11296149613927,2.8190260790866697,4.714927945449354,1.198646679769158,Iris-versicolor
+112,6.650062561568041,3.117782362698008,4.735600277621189,1.5172613683433707,Iris-versicolor
+113,4.91032141342236,3.1147002993435553,1.6543316085160495,0.1,Iris-setosa
+114,6.694037031782071,3.09332800185058,4.7064004424429955,1.5010546734940033,Iris-versicolor
+115,5.427131388610235,3.3775327019041907,1.8220245878925676,0.1973712930839744,Iris-setosa
+116,5.201870970622113,2.7098376574462195,3.936136508944003,1.4079112687745903,Iris-versicolor
+117,6.301399769786797,2.511053178961442,4.907319367029134,1.5151722160076184,Iris-versicolor
+118,6.480401974659022,3.0,5.821172039524098,2.183549931398566,Iris-virginica
+119,5.0972716446714035,3.508892481780455,1.3713361794349321,0.2954223873996433,Iris-setosa

iris/tab_ddpm/3/0/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/0/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.188595944866884,3.388794215971174,1.4036622626939774,0.20007352050307883,Iris-setosa
+1,4.825512916930828,3.0,1.4039952490769378,0.2981086190371525,Iris-setosa
+2,5.547690811076534,3.789438110363408,1.7294026857737905,0.3700543101489393,Iris-setosa
+3,5.399282680879427,3.8999995183053833,1.285691053496068,0.3617175089599288,Iris-setosa
+4,5.787548492520558,2.7389832515866908,4.134089274014235,1.0593843036290012,Iris-versicolor
+5,4.822851904212603,3.0,1.3811414122326546,0.2905470629515324,Iris-setosa
+6,5.528339974539137,2.598289790652283,4.400571541560476,1.235653837378733,Iris-versicolor
+7,5.8605535236290995,2.769595284625012,5.196902239102663,1.8827049758629892,Iris-virginica
+8,6.044784356991805,3.3941203829931244,4.507159665070182,1.5990718484215234,Iris-versicolor
+9,4.856063623227669,2.412920330524295,3.339845187634662,0.8937162931600628,Iris-versicolor
+10,6.6610493782430575,3.086378592969169,4.680646534574364,1.4848524647060453,Iris-versicolor
+11,5.590696793498008,2.902968014818299,3.574648612357953,1.2836496847183223,Iris-versicolor
+12,7.3247326162148925,2.8813167825480113,6.302084060994031,1.8048683540157684,Iris-virginica
+13,6.667738369414986,3.121636730344531,4.722089184794585,1.5168028482133662,Iris-versicolor
+14,4.8920333498442,3.0,1.3902195250637586,0.2041915951728448,Iris-setosa
+15,4.400000520310999,2.889602388265348,1.3918115736372618,0.18900544905041827,Iris-setosa
+16,5.000201820175959,2.0,3.285040129295534,1.0058295487382367,Iris-versicolor
+17,5.4540278613035005,3.391512526687673,1.7806435870102688,0.20810394687670652,Iris-setosa
+18,6.304359104174974,2.5108925104961797,4.923833932569258,1.5051399046348748,Iris-versicolor
+19,6.491187041266359,3.226494807188155,5.181518475486287,2.012250898280818,Iris-virginica
+20,6.798100559734657,3.2157539357010263,5.841150854165282,2.2911206015228545,Iris-virginica
+21,6.725913324907369,3.270184303224354,5.688415388912212,2.5,Iris-virginica
+22,7.70280911469287,2.5918744432687335,6.899998729235543,2.3134322189048073,Iris-virginica
+23,7.312744901071002,2.9074654092527226,6.276123128937143,1.8267759039815352,Iris-virginica
+24,6.545234861335525,3.0,5.790821503744339,2.1948253715864006,Iris-virginica
+25,4.895374445328105,3.0,1.4082346053591102,0.21358979094112465,Iris-setosa
+26,5.083125718050667,3.508401448287352,1.4003544342114336,0.20767865956718706,Iris-setosa
+27,7.017771708359297,3.1360718989546488,5.9460603347378,2.26494703084313,Iris-virginica
+28,7.899998868479706,3.804317804667417,6.432599713886172,1.9924425523067115,Iris-virginica
+29,5.715614118837668,3.0,4.381173843832343,1.5230742121044971,Iris-versicolor
+30,6.101658325782215,2.800023742594435,4.660887259882665,1.182966012476897,Iris-versicolor
+31,5.004710769805919,2.000000603903934,3.4450423803372443,0.993012921079081,Iris-versicolor
+32,6.718186697894478,2.5058887439130233,5.779031427685182,1.803082197133093,Iris-virginica
+33,7.573496901626048,3.0,6.5793118194326174,2.0862422859196244,Iris-virginica
+34,6.734751374216817,3.2941543758580756,5.751178857932311,2.150882016215804,Iris-virginica
+35,5.322028650075266,3.7377809333772065,1.598157227964998,0.3277775186259615,Iris-setosa
+36,5.904100957364172,2.986883799564456,5.0278938420082815,1.8145994271732575,Iris-virginica
+37,6.671862427703041,3.087724216392669,4.598237073765517,1.5115655549961506,Iris-versicolor
+38,6.116374755850108,3.038323782901428,4.597784182744444,1.4445719693070296,Iris-versicolor
+39,4.5804833667823575,3.6066042012240582,1.0,0.198991921447443,Iris-setosa
+40,5.125311317298875,3.4938945446853547,1.3816678267461031,0.1970201697600423,Iris-setosa
+41,4.8304178000931515,3.0,1.4515181947271938,0.1000001298943256,Iris-setosa
+42,5.998547044754536,2.7070031297275126,5.045527808604254,1.570649395740442,Iris-versicolor
+43,6.781320768137197,2.7868479043011916,4.785904771136057,1.3984758252329046,Iris-versicolor
+44,5.83093356194267,2.7240256293446805,4.114641315430765,0.9788283580707728,Iris-versicolor
+45,5.674325252405339,3.793865026902796,1.8192388071136065,0.3021271941698552,Iris-setosa
+46,6.337964471198383,3.3871775465491694,5.603462446197606,2.399552444833826,Iris-virginica
+47,6.255207154613487,2.2003622193117316,4.483113182249949,1.4655779588090054,Iris-versicolor
+48,4.988890378492478,2.000000821729752,3.5117005531525485,0.946217622536577,Iris-versicolor
+49,5.283461831959417,3.69524856109098,1.4912005442430336,0.1985294522415331,Iris-setosa
+50,5.974971800736037,3.3748609601786126,4.516406990221357,1.6075546829696545,Iris-versicolor
+51,4.900244683642462,3.0,1.3946137451048313,0.19772026866596143,Iris-setosa
+52,5.75148934706724,2.7871392185664785,4.164934240639413,1.1492576704563138,Iris-versicolor
+53,6.117829030072166,2.6039617900510836,5.589334882153752,1.4124600918052463,Iris-virginica
+54,6.480044655689527,3.152830596563719,5.135482553172964,2.030551057961513,Iris-virginica
+55,5.100169608996802,3.497934269241147,1.3952201660722405,0.2974264778001291,Iris-setosa
+56,6.681348020064501,3.3062905301597354,5.697473373821736,2.1090459729244744,Iris-virginica
+57,5.776585521100913,2.7802705243071006,4.212606313208143,1.0894709419690185,Iris-versicolor
+58,6.476351060716904,3.0,5.769708654380209,2.1780408726640297,Iris-virginica
+59,5.191365204402233,3.391121471341508,1.4005146900007877,0.1996348426802956,Iris-setosa
+60,6.087719255182558,2.8268439594229067,4.657970261445775,1.2034725008317135,Iris-versicolor
+61,6.937339040198962,3.084228106890432,5.079915234887638,2.30384364140663,Iris-virginica
+62,5.110605408587766,3.790720692983127,1.7131354810426986,0.20014716640790897,Iris-setosa
+63,4.607325154379278,3.3797777903873225,1.418706844864373,0.30599223114878354,Iris-setosa
+64,4.4,2.8998712045772805,1.404423630915152,0.19379075912629284,Iris-setosa
+65,5.747825472279013,3.0,4.272133790830506,1.411374057956405,Iris-versicolor
+66,6.198849620840504,2.204980770519451,4.5126811630037915,1.494072364701534,Iris-versicolor
+67,4.972973700876246,2.0,3.480976620259078,0.9986627021097287,Iris-versicolor
+68,5.1662654381199715,2.4649712210765897,3.109715773614271,1.031066111253636,Iris-versicolor
+69,4.8916587713898005,3.0,1.400969738448748,0.20368010636206005,Iris-setosa
+70,5.384029043097322,3.3875146012630437,1.7754161660731484,0.2032211803800968,Iris-setosa
+71,5.544301854849699,2.4833923248200303,3.891877275837392,1.0948739494436655,Iris-versicolor
+72,4.50994155045101,2.28546642616931,1.2910397977932586,0.30680741091709823,Iris-setosa
+73,5.629731123885519,3.0,4.517457429249086,1.5036086441052963,Iris-versicolor
+74,5.506961825724758,2.411470261663608,3.710895632334796,0.9836102193643812,Iris-versicolor
+75,5.870901193550115,3.0,4.21207848640951,1.4970209239826295,Iris-versicolor
+76,4.930608675521201,2.4293365734103007,3.2685090623146995,1.0246712133824418,Iris-versicolor
+77,4.4,3.145300487609682,1.3203570735061283,0.20085654199688993,Iris-setosa
+78,4.892368388394236,2.4028526750200516,3.29319714164814,0.9834189918261678,Iris-versicolor
+79,5.818113103376348,2.7053712425513585,5.150841895023778,1.925445404475733,Iris-virginica
+80,5.087902354284039,3.506151020561686,1.4048733617253142,0.29992536103579526,Iris-setosa
+81,5.181653384287982,3.3825627780459495,1.3967505949689507,0.1997280574587888,Iris-setosa
+82,6.094091359108472,2.6028737348817996,5.587638975007762,1.3956349438799074,Iris-virginica
+83,5.991901311895328,3.3863783929894633,4.482506594957655,1.556396659746918,Iris-versicolor
+84,6.90644050452064,3.0862969961734295,5.130944874387616,2.304729495317688,Iris-virginica
+85,7.8999967586851945,3.7867457467046357,6.328535739922711,1.9813072649427836,Iris-virginica
+86,7.899998722305195,3.800016553218789,6.355840883371522,1.9928318749170006,Iris-virginica
+87,7.699943440298927,2.7892356816857222,6.720086580983683,1.9933763230280617,Iris-virginica
+88,6.501135704255355,3.0,5.50267369697462,1.8068554307771263,Iris-virginica
+89,4.4,2.913169125955026,1.387125496595216,0.19783184866097953,Iris-setosa
+90,6.096488156120197,2.5934383045097036,5.603937293184552,1.4038694186643663,Iris-virginica
+91,6.032593009510508,3.391283913207882,4.510450512072517,1.6049831940890198,Iris-versicolor
+92,6.106649717729763,2.8043871593203114,4.678865036774295,1.2223688665087837,Iris-versicolor
+93,6.416193808039881,2.8995978012246457,4.280998456050642,1.2911643380686406,Iris-versicolor
+94,7.256483521958853,2.8893174981636327,6.259433105367018,1.7925645043715879,Iris-virginica
+95,5.632261947801209,3.0,4.481794171802854,1.4906829699285602,Iris-versicolor
+96,5.1243688265845915,3.493703425575774,1.3985600968464553,0.197270806151071,Iris-setosa
+97,6.525532778674699,3.2153144920178294,5.164007734283323,2.041359398355063,Iris-virginica
+98,6.509829734451487,3.199563981367464,5.151225836931029,2.001345200170865,Iris-virginica
+99,7.481815966672213,2.845371685826878,6.486579595139565,1.861603188413015,Iris-virginica
+100,7.730366731053065,2.608696184748827,6.9,2.295430927229787,Iris-virginica
+101,6.0001704348438585,3.397140305460027,4.547329749069899,1.5843659563658985,Iris-versicolor
+102,5.7944549415289295,3.0,4.265952822001177,1.4810142235792751,Iris-versicolor
+103,6.486854355501195,3.228002685895694,5.073960522051965,1.994237266385999,Iris-virginica
+104,6.4315949724317045,2.9023086470710155,4.296396289055177,1.307192069199025,Iris-versicolor
+105,6.006386521428567,3.386247868186919,4.481990270728119,1.5796245565319134,Iris-versicolor
+106,5.691246025147772,2.8022729186394995,4.456801219526549,1.270649497861652,Iris-versicolor
+107,5.627421953448414,2.91998521231252,3.7888058794292045,1.3094474292243665,Iris-versicolor
+108,6.701284595856064,3.300256803802302,5.656136862469468,2.1004878775850955,Iris-virginica
+109,5.636798917241406,2.5846957167559177,4.21995746085428,1.0717682978469731,Iris-versicolor
+110,5.9860914785842425,2.195808020857918,5.002467400669364,1.4987571952756045,Iris-virginica
+111,6.8838699122427345,3.201970816015105,5.734006965865256,2.3029646907796497,Iris-virginica
+112,6.030736147333343,2.2181631690016275,4.982920714524661,1.5099384166701235,Iris-virginica
+113,4.761690081060821,3.0,1.3591578225529066,0.1,Iris-setosa
+114,4.596997951656416,3.366967737287533,1.3822133348555559,0.30375816358349866,Iris-setosa
+115,4.890019592264411,3.0973529859120084,1.6190359885320609,0.1,Iris-setosa
+116,6.800763805195716,3.0,5.507423218382503,2.0956992861486388,Iris-virginica
+117,6.4070735118255095,2.9022310871871944,4.286969209115657,1.2604154187156762,Iris-versicolor
+118,5.711798600043089,3.7957904098194986,1.5885970721472464,0.33915537679809316,Iris-setosa
+119,6.296077315528148,3.28811545032665,4.685305658591201,1.5749400038331318,Iris-versicolor

iris/tab_ddpm/3/1/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/1/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.629859440162928,2.4883686306027317,3.8847520746136457,1.1034411129797987,Iris-versicolor
+1,6.020037003758794,2.7015435592269683,5.211358259731991,1.6141359315985209,Iris-versicolor
+2,5.88819326093772,3.0,5.111406297479095,1.8229849764061554,Iris-virginica
+3,5.995848351872835,3.4013369281772268,4.474982649247418,1.5942905704991541,Iris-versicolor
+4,6.716371319041784,3.2970535710584965,5.719327782204833,2.5,Iris-virginica
+5,5.702987828657183,2.9128400827933683,4.1494814434581935,1.2939201160721685,Iris-versicolor
+6,4.87066456305929,2.424293619446535,3.2098290705778836,0.8613143309192446,Iris-versicolor
+7,6.316472474750206,2.8517477963880906,4.3175613975294675,1.2300357466465894,Iris-versicolor
+8,6.784028451593194,2.818783022247966,4.731603211312699,1.3969819145293252,Iris-versicolor
+9,7.64147773218517,2.6025738429354033,6.89999806574032,2.2833542897227805,Iris-virginica
+10,5.01071715448001,2.0,3.5820739494056992,0.9473466897831282,Iris-versicolor
+11,5.007698133830629,2.0,3.311389735279216,1.0809524797677,Iris-versicolor
+12,4.400000500662125,2.8930817946959992,1.4016593155427455,0.20362125080998822,Iris-setosa
+13,7.722137106567331,2.6212813520267493,6.9,2.3106408556827205,Iris-virginica
+14,5.08823100843687,3.6950880481764723,1.4812664750802904,0.4062360896452663,Iris-setosa
+15,5.546647240934327,2.419743987202409,3.834352014582454,1.064811250431218,Iris-versicolor
+16,5.098204244581813,3.787620085763042,1.6084449812014499,0.2027796240261809,Iris-setosa
+17,7.595016655431794,3.0,6.623142115750191,2.0909667728944794,Iris-virginica
+18,5.891431502470684,3.0,4.148522929377064,1.500311576944368,Iris-versicolor
+19,5.958309460818576,3.364142442768855,4.463716021069779,1.57262811974766,Iris-versicolor
+20,5.13503185724985,3.680274019900215,1.4923600394281966,0.3186981463317378,Iris-setosa
+21,4.904741254181724,3.0,1.404487005815418,0.204491344222825,Iris-setosa
+22,6.097830613330715,3.0,4.613287885424012,1.3962141067864846,Iris-versicolor
+23,5.971004399115666,2.9714061063431667,4.525776314181672,1.469197053119017,Iris-versicolor
+24,6.870462655979795,3.137073802709889,5.115775798265533,2.2901217598867847,Iris-virginica
+25,6.318821296369241,3.382828234562286,5.592976137528028,2.393911481185482,Iris-virginica
+26,4.823469266839941,3.0,1.3999845262660096,0.10000010709462337,Iris-setosa
+27,7.9,3.7878152930059255,6.337296443017524,1.9442552983194117,Iris-virginica
+28,5.238766965601201,3.417415163876206,1.4334636691798466,0.22622329146462378,Iris-setosa
+29,6.691450629604921,2.480763390633771,5.761564888022581,1.7889467598064939,Iris-virginica
+30,4.489482804122707,2.2922341649810734,1.3030841022387405,0.2979257623066004,Iris-setosa
+31,6.702914825984646,3.1174796709174637,4.714450675537332,1.507558202207391,Iris-versicolor
+32,6.30353881167762,2.5055049808797807,4.997271799721189,1.880378015895815,Iris-virginica
+33,7.713445719860952,2.77939289171449,6.702010484712546,2.0046844421629024,Iris-virginica
+34,5.115806740732582,3.79072964270553,1.4982659911996825,0.20408113137984552,Iris-setosa
+35,6.300330059163934,3.405104344700437,5.608040405166195,2.4080867423327232,Iris-virginica
+36,5.974891058682871,3.4086594905978003,4.5018281439695205,1.6313886921022087,Iris-versicolor
+37,5.089473509945487,3.6855447301980893,1.6656702023549153,0.4053431254517254,Iris-setosa
+38,5.214435461762514,3.401303763807027,1.4065999070693986,0.20265637708091253,Iris-setosa
+39,6.229248057564583,2.2734848300139605,4.600424965545232,1.4828372794937887,Iris-versicolor
+40,5.966371115176843,2.768447770000936,4.5650387856818675,1.157901628517319,Iris-versicolor
+41,6.6847395188252055,3.292816939714775,5.696342787117443,2.1030741285090873,Iris-virginica
+42,6.79624119834279,2.7774056209502747,4.77016319890151,1.407900462464665,Iris-versicolor
+43,5.879876996334184,3.0,5.079419436689186,1.8164689406211871,Iris-virginica
+44,5.081971461139418,3.5326182791890086,1.4058550925360025,0.19579703504570894,Iris-setosa
+45,4.999235373108279,2.0000007758699376,3.4232840955877872,1.0068421186003311,Iris-versicolor
+46,5.11531684506472,3.6921116792706004,1.5193665465290336,0.44705843940795953,Iris-setosa
+47,4.608099861943119,3.6247978650314607,1.000000436123983,0.2024066072160454,Iris-setosa
+48,5.79346138943154,2.684599993369352,4.1108540197421215,0.9204579848013745,Iris-versicolor
+49,6.497278234029543,3.2206705785363576,5.060503168003978,2.004769342910011,Iris-virginica
+50,6.011655022939208,2.1941002228101225,5.056424195659038,1.4909423384249805,Iris-virginica
+51,6.275458064464481,2.1926642418003546,4.487967809985151,1.5011579441130452,Iris-versicolor
+52,5.600214821327386,3.0,4.419477535788959,1.4773675740342243,Iris-versicolor
+53,6.319825766657672,2.4066657882634406,4.817602993050226,1.4957312051380482,Iris-versicolor
+54,5.985701616345827,2.791049907380436,4.669115768438059,1.2099246501863523,Iris-versicolor
+55,6.03079526558399,2.21059215509078,5.01193962326835,1.5164988051523505,Iris-virginica
+56,6.261562668683655,3.2857520157175952,4.689316099107008,1.588134171572089,Iris-versicolor
+57,5.892352879470901,3.0,4.205019763274808,1.493328207927853,Iris-versicolor
+58,6.264134335378038,2.8219034521611945,5.6087481404570285,1.7625414805377406,Iris-virginica
+59,6.834448719531014,3.020799224185716,5.343328188843285,2.209207963090205,Iris-virginica
+60,6.184601299683672,2.207361151346299,4.5147265229356375,1.5001572064912632,Iris-versicolor
+61,6.282700769667536,2.401678497725132,5.077613453943031,1.8271667170055859,Iris-virginica
+62,5.860442447110557,3.0,5.139370210671618,1.8120701867309998,Iris-virginica
+63,5.873741287115904,2.9869660150514648,5.048740297577682,1.8087837067339907,Iris-virginica
+64,5.614906230646611,3.0,4.522876182323347,1.4974523991735895,Iris-versicolor
+65,5.197443447470971,2.5092554372956033,3.2040792112966625,1.1444315601569917,Iris-versicolor
+66,4.400000639105642,3.2338257564044075,1.303962219620459,0.19702048736706898,Iris-setosa
+67,6.309932546122821,2.4149935577006216,4.623577385369515,1.3545700397587648,Iris-versicolor
+68,5.463355128156637,2.5903409424829458,4.3865329156507835,1.196783761723785,Iris-versicolor
+69,6.832898662613566,3.0,5.5623219360719744,2.1027260367130793,Iris-virginica
+70,7.668826903067839,2.8000914535721444,6.665752241440433,2.007735417404741,Iris-virginica
+71,6.416623471832118,2.910379927630134,4.301693673523899,1.3042116920079219,Iris-versicolor
+72,6.495466687037854,3.0,5.898923665392759,2.1923381997125655,Iris-virginica
+73,5.5961095341487255,2.9092165734460815,3.7177532185219864,1.2896648219573108,Iris-versicolor
+74,5.685179910104415,2.773608266227497,4.478563946669457,1.2397875322032708,Iris-versicolor
+75,4.498662729777405,2.3202983546499087,1.3191477078194156,0.3363432824518096,Iris-setosa
+76,5.211171172216916,3.4060904089848445,1.3965203133427366,0.199900093791539,Iris-setosa
+77,4.4,2.917164526087945,1.411736888825466,0.19707076343692892,Iris-setosa
+78,6.405515278974053,2.9096172625256354,4.308645230918811,1.3002333190222883,Iris-versicolor
+79,4.400000500674605,2.8894242643855765,1.360505674675295,0.19863883219500095,Iris-setosa
+80,5.110507832584271,3.391627704392064,1.4999158023728276,0.36083537672628624,Iris-setosa
+81,5.595402662716304,2.908181626524845,3.519994727394404,1.2856618655574044,Iris-versicolor
+82,6.00876046736204,2.710300849562007,5.072032441188241,1.5863892973525828,Iris-versicolor
+83,4.60428577895024,3.403963010698657,1.4000896401881795,0.34752083339648127,Iris-setosa
+84,4.881311884843715,3.0,1.3906664881228348,0.25255963463285025,Iris-setosa
+85,5.029854601826246,3.587474928966368,1.3803810882312437,0.19921520223492178,Iris-setosa
+86,6.046718290739624,2.9072427034728827,4.449210806143344,1.4954194692115736,Iris-versicolor
+87,6.2963077246421655,3.414818991828759,5.619873151112666,2.4104059409344463,Iris-virginica
+88,6.776574465448949,3.0,5.46900800677187,2.059089439017784,Iris-virginica
+89,5.003531595423955,3.4098419784134166,1.4987722338515401,0.4473647332999803,Iris-setosa
+90,4.595189608981309,3.631204912517365,1.0000004603025545,0.2052836831391047,Iris-setosa
+91,6.176331638734102,2.2056678589618106,4.534648938352828,1.4965129310928011,Iris-versicolor
+92,6.001730189530728,2.7024926581316793,5.077630548804872,1.63778108829009,Iris-versicolor
+93,5.208163280522338,2.711489119553863,3.896660696676488,1.408085790604596,Iris-versicolor
+94,6.499971347665795,3.0,5.835318741520452,2.19394255463829,Iris-virginica
+95,7.631293666178975,3.0,6.6239878582049005,2.1186522293175747,Iris-virginica
+96,5.314768296696081,3.680633719870258,1.5525058560254568,0.19862314423600647,Iris-setosa
+97,7.9,3.819675494136044,6.426141435770862,2.018004886888451,Iris-virginica
+98,7.002066465979775,3.0,5.778582689886384,2.1027250728375457,Iris-virginica
+99,5.540164054650204,2.458372453350428,3.7661914239395733,1.0621871650235983,Iris-versicolor
+100,5.119395470263013,3.6784679506721814,1.4971197730985086,0.377883168707676,Iris-setosa
+101,7.6019433771154326,3.0,6.5984523918971885,2.098165671307532,Iris-virginica
+102,5.979534184149711,3.406989201807959,4.455465326633197,1.5917708752734439,Iris-versicolor
+103,6.6731423767573,3.1032567780111484,4.637111782141798,1.499720140130235,Iris-versicolor
+104,4.987038057373156,2.460983015302871,3.453800370130391,1.0638690699052735,Iris-versicolor
+105,6.269725132978526,2.4990501437823642,5.08783525321472,1.9054197635095338,Iris-virginica
+106,4.400000657072588,2.9009048436706073,1.3897612432036948,0.2033695999597922,Iris-setosa
+107,7.725508608519819,2.821913217639748,6.706015449061795,2.0064865822039515,Iris-virginica
+108,4.577681638570985,3.619502699881791,1.000000372708933,0.1986926586848385,Iris-setosa
+109,5.588870155417872,2.465798546609965,3.888250600933392,1.0741834216155213,Iris-versicolor
+110,7.644389903472538,3.0,6.625232521348816,2.090368485822499,Iris-virginica
+111,5.036248077061112,3.5257258387626904,1.4031519637455496,0.20586126449828931,Iris-setosa
+112,5.313081416161136,3.6849436385220113,1.4966535027466665,0.20297876810382562,Iris-setosa
+113,4.903502457379498,3.0,1.4088756148601616,0.20635345469679453,Iris-setosa
+114,6.696892419691556,3.092664383228727,4.705587317323133,1.5042793079081582,Iris-versicolor
+115,5.932213474224488,3.0,5.116251436543412,1.8261790130757583,Iris-virginica
+116,6.130280437854882,2.7871602203811965,4.727486414195086,1.1938476928241188,Iris-versicolor
+117,6.703145522651984,3.125748008447693,4.723406662660769,1.5161185203420822,Iris-versicolor
+118,4.91121407563775,3.0,1.407068718010709,0.19895418383290786,Iris-setosa
+119,4.912968879335176,3.0,1.3825824378690412,0.2058969156240902,Iris-setosa

iris/tab_ddpm/3/10/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/10/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.002122466659039,3.385248621043891,1.6120529508572612,0.40534204243388605,Iris-setosa
+1,6.302934538286885,3.3828546787362233,5.606960031515605,2.3929082132415154,Iris-virginica
+2,6.764206262293501,2.797476451496213,4.762889575594129,1.3904723658270393,Iris-versicolor
+3,5.774919292089796,2.7310571611840784,4.170538734454209,1.0972290280683499,Iris-versicolor
+4,5.000380776775215,2.430521638115869,2.8746595004054942,1.0926861984363738,Iris-versicolor
+5,4.903399566709276,3.1077880675556466,1.565548845862876,0.10000012955844359,Iris-setosa
+6,4.870778258882856,3.051635149566601,1.4969808067703712,0.1000000953684973,Iris-setosa
+7,4.811787499312982,3.0,1.3779200633177582,0.1,Iris-setosa
+8,6.266820732819614,2.8739938107002074,5.5905394030360895,1.7714391038081496,Iris-virginica
+9,5.732429767835417,2.8338119571202602,4.486447512442341,1.3066756394301737,Iris-versicolor
+10,6.944686035724895,3.1827064626022037,5.705490949510612,2.2898355913717263,Iris-virginica
+11,6.035673892565108,2.21927631436136,4.995754927767116,1.4963082437572195,Iris-virginica
+12,7.228344040044907,3.0,6.20163236208319,2.0867972519384193,Iris-virginica
+13,5.039919989671603,2.473269086562518,3.1979717358107544,1.0632101975101895,Iris-versicolor
+14,5.015715615558372,3.4014256361997606,1.6370367499999228,0.43777003033300543,Iris-setosa
+15,5.275928253857165,3.7327758782267355,1.641472342928513,0.20060845996082283,Iris-setosa
+16,7.89999872480207,3.8005612984001322,6.401509123968573,1.9926855197431195,Iris-virginica
+17,4.893266263763895,3.082607554434297,1.4896701076831138,0.10000009738461293,Iris-setosa
+18,5.797661276046958,2.689955573818268,5.107084154591768,1.891756113293897,Iris-virginica
+19,5.796442318878092,3.0,4.144573367837655,1.4468672497096913,Iris-versicolor
+20,5.768829024124174,2.930114489123049,4.25309788628736,1.312156434202509,Iris-versicolor
+21,7.697579248698621,2.6246352811393954,6.8999986275792855,2.306902692200535,Iris-virginica
+22,6.697622973162525,3.2991432138065497,5.680468123174006,2.4999995179757093,Iris-virginica
+23,6.683411331764739,3.32013030235617,5.709573916775662,2.122936421821383,Iris-virginica
+24,6.499650013056643,3.0,5.821310696850191,2.207364106185406,Iris-virginica
+25,6.579640195452195,3.0,5.900182218285469,2.230612238004729,Iris-virginica
+26,5.568046385341383,2.539252359328465,4.17481240026086,1.1455669289571657,Iris-versicolor
+27,7.9,3.8079917236054066,6.395269294836492,2.0051205282498055,Iris-virginica
+28,4.80571285295622,3.0,1.4056824571310622,0.10000009005872994,Iris-setosa
+29,6.621397560432365,3.0,4.448772437449235,1.39272490181597,Iris-versicolor
+30,6.285010456821553,2.2994411612141357,4.420901023490161,1.2618804490386883,Iris-versicolor
+31,5.990488298302812,2.694090955025283,5.13473648316216,1.6037389849034744,Iris-versicolor
+32,5.249971391989058,3.780236242174845,1.4896624361373476,0.2411245668663363,Iris-setosa
+33,5.369708739384627,3.4047908761780135,1.53759006704612,0.19960212632332075,Iris-setosa
+34,5.334349689446478,3.3902310153861395,1.4959090848020429,0.39752831578967185,Iris-setosa
+35,6.670544593966369,3.0,5.379497004757479,2.069700704375259,Iris-virginica
+36,6.04496350033687,2.5944467683650214,5.5941346540431285,1.3925515284432748,Iris-virginica
+37,6.2553088517934015,2.543794752528628,4.819220429421261,1.4599880419826239,Iris-versicolor
+38,4.989633915426909,3.6164322505273185,1.402492681039872,0.20561045099945147,Iris-setosa
+39,5.362104141370108,3.378761124439799,1.620110426099079,0.20155999843323208,Iris-setosa
+40,5.1731387391938615,2.695064577394241,3.9441762399608202,1.4023784241583965,Iris-versicolor
+41,6.690113784543456,3.299874406147404,5.68116356711055,2.5,Iris-virginica
+42,5.66895445986307,2.525495021203052,3.9769786369130666,1.0837049787013973,Iris-versicolor
+43,5.000714175400198,3.6026947031860614,1.3976139021199363,0.19627672946464508,Iris-setosa
+44,4.898548315004742,3.078647629429931,1.4996005484978274,0.1,Iris-setosa
+45,4.988251501259516,2.0,3.4431083761613968,0.7401008296005763,Iris-versicolor
+46,5.187300106795887,3.754344996628532,1.4949479591483057,0.2057132303494356,Iris-setosa
+47,4.898891318798165,3.1107576992658448,1.4962449225983523,0.1,Iris-setosa
+48,4.4,3.2208971327089504,1.3039309918815256,0.19908794717922923,Iris-setosa
+49,4.987339255083374,2.0,3.2692694880379687,0.9216788980047541,Iris-versicolor
+50,6.011927923347015,3.391407053971932,4.502388606292282,1.6066936023723968,Iris-versicolor
+51,5.67518227536693,2.9054016468583455,4.078467237462379,1.3156948289587742,Iris-versicolor
+52,6.877004702413938,3.1006837826018763,5.073554197670495,2.299276567158996,Iris-virginica
+53,6.101538200073436,2.776701244327697,4.686562174757872,1.179716415326215,Iris-versicolor
+54,6.682393936555858,3.293325324766748,5.713046541909672,2.5,Iris-virginica
+55,6.706596989985762,2.5000931873220655,5.849069256806257,1.8135390822241217,Iris-virginica
+56,6.297765635489806,3.3245008899705444,4.699179805498465,1.6071718894429476,Iris-versicolor
+57,4.4,3.1527218963843775,1.3094045375365733,0.18518439713894902,Iris-setosa
+58,5.0993712122651145,3.808530754422964,1.7463955975117176,0.19571077716720908,Iris-setosa
+59,6.294866695616076,2.8661479226305557,5.59528548205174,1.7801002598919629,Iris-virginica
+60,6.020699790075703,3.3908318527571404,4.485927194707447,1.5983616362347721,Iris-versicolor
+61,6.289167638986265,2.2982001868926405,4.4519779538748265,1.3360731061398268,Iris-versicolor
+62,6.948909969574638,3.067498141495765,5.052412926744632,2.2917624348162993,Iris-virginica
+63,4.895515722121634,3.4549827303024507,1.4368524843790058,0.19624415301694237,Iris-setosa
+64,7.3239956457378765,2.9045134298583246,6.268065531702229,1.8150056005614597,Iris-virginica
+65,5.008636471122665,2.0000005964967174,3.469794366658162,0.9967830960017059,Iris-versicolor
+66,6.705627571806478,3.11177463227774,4.711614104265461,1.5052161412269112,Iris-versicolor
+67,6.500498699126575,3.0,5.781203245239589,2.188919118212739,Iris-virginica
+68,5.0034753445049445,3.3995588346318533,1.6651288714771766,0.4207956240841428,Iris-setosa
+69,6.225546322098866,2.8703281557395304,5.586586336467463,1.7683265056902697,Iris-virginica
+70,6.377433557154616,2.9419372805554542,5.6664435160362885,1.966448468559839,Iris-virginica
+71,6.050955010019362,2.2267383951474855,4.958119139569791,1.499350115454076,Iris-virginica
+72,4.879858297823998,3.0,1.3956970356823395,0.21227487650358565,Iris-setosa
+73,7.899998954853552,3.809429467289022,6.402185558163459,2.0008513665011103,Iris-virginica
+74,6.11784656179196,2.8145138159028593,4.7318389800243335,1.2184861188271094,Iris-versicolor
+75,6.310031910800895,3.3723629272538225,5.584553452399431,2.39860636293384,Iris-virginica
+76,5.096548040584846,3.509527483537817,1.3759223996547054,0.2101653185624194,Iris-setosa
+77,6.3874967858158005,2.8904269813540506,4.277596180428294,1.2577222530681251,Iris-versicolor
+78,5.978877311141043,2.6890746590382695,5.0942833047680365,1.6127941067043479,Iris-versicolor
+79,6.280994540422875,2.4970115428058595,4.988769710934818,1.8946431553831302,Iris-virginica
+80,5.408692974136857,3.3834690268671337,1.6432523020845493,0.20746565796331004,Iris-setosa
+81,6.709281572801494,3.0933022907162613,4.71910168312411,1.5015338707882286,Iris-versicolor
+82,5.661554931392265,2.782816154202009,4.423065254778262,1.2990845980225805,Iris-versicolor
+83,6.019708347112389,2.695885206117172,5.0897232276552975,1.5736840364061282,Iris-versicolor
+84,5.874829860120499,3.0,5.085387288916022,1.8137442665831465,Iris-virginica
+85,4.884703871745324,3.0,1.3821853352256823,0.2166940582251094,Iris-setosa
+86,6.013315014382524,2.226174928529068,4.995735907820093,1.4970468841559805,Iris-virginica
+87,5.083077103414222,3.7745345803393544,1.5844793069044065,0.20325139484127444,Iris-setosa
+88,4.980665802665201,2.0000004922710937,3.434831332383938,0.91462895812807,Iris-versicolor
+89,5.61140869736046,3.0,4.526777568297927,1.493118998608114,Iris-versicolor
+90,5.411314680405432,3.9,1.3105383937009245,0.5119054507289583,Iris-setosa
+91,5.727128106160959,2.838818135409564,4.447564017460778,1.2786718686515859,Iris-versicolor
+92,5.058158001877594,3.7943036565444643,1.710093390129671,0.1999605211086774,Iris-setosa
+93,5.381831205850252,3.899999604445537,1.3002858054995938,0.3569707626251479,Iris-setosa
+94,5.099271801869127,3.5066910022024365,1.38377206189306,0.288065465377542,Iris-setosa
+95,6.31827465300707,3.4014867997897515,5.629416510741003,2.405519148002175,Iris-virginica
+96,4.995348970359641,3.396667384169068,1.6188808772129752,0.4182049738926364,Iris-setosa
+97,6.015098361106532,2.1977699512515763,4.981457709115137,1.5016637808325617,Iris-virginica
+98,5.408609987223637,3.389460315091945,1.651533474856621,0.19412982434021606,Iris-setosa
+99,6.295541800038919,3.362230183638437,5.644721484603331,2.390871912142803,Iris-virginica
+100,6.681669665722611,3.111660461418791,4.699132876009021,1.496617575712195,Iris-versicolor
+101,5.623018788088624,2.88227345588239,3.755063158901785,1.2659345791281442,Iris-versicolor
+102,4.944140046462238,2.0,3.484575986412874,1.0263613141571706,Iris-versicolor
+103,6.121595363479278,2.605272828338008,5.6015101866197385,1.4050163446178132,Iris-virginica
+104,5.6490723087805925,2.539446142553607,3.9354084901510222,1.0997709645276532,Iris-versicolor
+105,4.943894913392407,3.336814981851316,1.490915691819777,0.37113788161991307,Iris-setosa
+106,5.906951079109123,3.0,4.234986083278822,1.4943863284721026,Iris-versicolor
+107,5.638446804749924,2.9126857008180678,3.8137640510668875,1.302031944863929,Iris-versicolor
+108,6.7275129559204006,2.5077723910864447,5.904871179097065,1.8269651836180734,Iris-virginica
+109,5.021083312880352,2.0,3.484397006644414,0.9750721842537753,Iris-versicolor
+110,6.282844691451156,3.3823908437055374,5.60470131221342,2.3863961867715764,Iris-virginica
+111,6.802574640993362,2.7997777306789757,4.820226390817821,1.4050450005477177,Iris-versicolor
+112,6.099754800311274,2.8282912453092526,4.628019703420309,1.2310559662958165,Iris-versicolor
+113,7.9,3.793095375639446,6.394153256502585,2.0146520663872045,Iris-virginica
+114,4.5862624201733695,3.6306230053393365,1.0,0.20291978640186192,Iris-setosa
+115,7.696331397648429,2.8050689394641832,6.692899528169827,2.0102780885606233,Iris-virginica
+116,5.219327995329046,3.6800576379898966,1.4968705951915122,0.2846018431306927,Iris-setosa
+117,6.020958382231732,2.209771278137064,5.0222108219861,1.5047571007107903,Iris-virginica
+118,6.776607154428636,3.0,5.504814704321214,2.1077584033562267,Iris-virginica
+119,7.9,3.809774238418862,6.373619785015746,2.0221125551912427,Iris-virginica

iris/tab_ddpm/3/11/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/11/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.685206642940432,3.275146831798457,5.630181224348926,2.0932447306120516,Iris-virginica
+1,6.451967873507251,2.93477827271958,4.327454108327781,1.3228479979328427,Iris-versicolor
+2,5.339873654781699,3.9,1.2746479579761467,0.38054112678518787,Iris-setosa
+3,5.399494388167187,3.396879517287967,1.5776839226513035,0.40893165125304365,Iris-setosa
+4,6.903931349057842,3.120354445541346,5.089881407860298,2.3041658258339464,Iris-virginica
+5,5.902746861874619,2.792636601674055,4.568635054984364,1.1971854559083839,Iris-versicolor
+6,5.897675779121096,3.0,4.219602768863095,1.5060701791868878,Iris-versicolor
+7,6.10845921792079,2.800243679957565,4.33060037747673,1.1156531745231306,Iris-versicolor
+8,6.322698899134011,3.329422118069738,5.5533789812427585,2.315296348359603,Iris-virginica
+9,4.898995835465707,3.0905536399930567,1.4855455490433573,0.10000009136202873,Iris-setosa
+10,4.987860107895255,3.2877929844945366,1.4413911117856133,0.20816982279814994,Iris-setosa
+11,5.093802690232735,3.4963015413351672,1.3997061913956368,0.29637251954375354,Iris-setosa
+12,7.718820214598164,2.8212731118928542,6.71588578220666,2.01753420272387,Iris-virginica
+13,6.314570257199464,2.313115680166178,4.428083115883925,1.3206327937391564,Iris-versicolor
+14,5.65387667497773,2.936241093202515,4.113426765792602,1.2977905852184506,Iris-versicolor
+15,5.590990689437138,2.5065783395477794,3.815856031375886,1.0180073357761963,Iris-versicolor
+16,6.218461016998498,3.1025103228051862,4.666504969464897,1.4739133969925131,Iris-versicolor
+17,4.806865793960496,3.0,1.402308352271005,0.3069106543786175,Iris-setosa
+18,5.130969070171082,3.7800642226572143,1.580894275455396,0.19525459824247166,Iris-setosa
+19,5.166044611092631,3.7712994755403875,1.5515198009704447,0.20683333404116838,Iris-setosa
+20,6.6420982524655585,3.0496306190869062,5.832984200544247,2.2409701903093455,Iris-virginica
+21,6.117144208378023,3.0,4.621332388700714,1.4139852773345656,Iris-versicolor
+22,6.25282129384044,2.3752989418857036,5.015283000976662,1.804141599120494,Iris-virginica
+23,4.878234387936235,3.0,1.3976836018257404,0.10000261313984422,Iris-setosa
+24,5.8479715775304495,2.833214501692685,4.565489523726805,1.4200951719308406,Iris-versicolor
+25,4.815724001069706,3.40026174062732,1.4993140765457622,0.2040503306398647,Iris-setosa
+26,4.566700861708873,3.4022178941979626,1.3721576292159885,0.2946149324676003,Iris-setosa
+27,6.129187012098073,2.8042336395409775,4.682076715126998,1.2083578791707221,Iris-versicolor
+28,4.400000509517616,3.2146142627393597,1.2969388804106199,0.20205446436212698,Iris-setosa
+29,5.955229293865719,2.7338016149540114,4.393697621095778,1.1174225367739727,Iris-versicolor
+30,5.833762074991735,2.74898532571971,5.065135070330987,1.9070544488628414,Iris-virginica
+31,6.671462072576617,2.488946976004468,5.79344783976121,1.8062698127460028,Iris-virginica
+32,5.596714116769805,3.0,4.089113701014121,1.3017218988829722,Iris-versicolor
+33,4.838253874901532,3.0,1.3897998332145272,0.3135725317477499,Iris-setosa
+34,4.8758462571305925,3.4078928963696553,1.489862065876679,0.2041414993237779,Iris-setosa
+35,5.404471270169276,3.3796775284220826,1.7948769990674611,0.19573741956746454,Iris-setosa
+36,6.667565124066281,3.300890655084755,5.67507640192769,2.0881677447629863,Iris-virginica
+37,6.425780255136427,2.882910360591782,4.291004225538404,1.2685568434833172,Iris-versicolor
+38,6.3385139920002835,3.353530622307925,5.658026513358881,2.3585800816792224,Iris-virginica
+39,5.172770520827991,3.448237379252294,1.3945944712526162,0.19859529016346938,Iris-setosa
+40,6.069897571730392,2.6213128013092657,4.993260179400255,1.5697493441582793,Iris-versicolor
+41,5.390753354794482,3.38397154870698,1.6349259205933089,0.40923353586266187,Iris-setosa
+42,5.6012474686123115,3.0,4.148064797580919,1.3017719087173654,Iris-versicolor
+43,5.3108131982755244,2.645085507797938,4.138017972446616,1.3096230519885594,Iris-versicolor
+44,6.419036181336587,2.8989273785621696,4.272245988320623,1.3138921014505587,Iris-versicolor
+45,4.968908497322044,2.443639116173783,2.917694499025025,1.0467198293630022,Iris-versicolor
+46,5.880685995436519,3.0,4.225969042355745,1.498321077173526,Iris-versicolor
+47,5.478644799961742,2.4075967453506513,3.785976724765685,0.9533295790607301,Iris-versicolor
+48,5.898293253036981,2.792528956574263,4.6406408617677695,1.2203303294138974,Iris-versicolor
+49,5.0711352730529216,3.803998946062079,1.6495910036689687,0.19801035722915783,Iris-setosa
+50,5.583779815480291,2.5156182417927444,3.8406296634557067,1.0628929963695908,Iris-versicolor
+51,5.211129395839835,3.3794856847441483,1.4280766796885975,0.20485983601265903,Iris-setosa
+52,7.684952980824162,2.805309325629073,6.6886936086884425,1.9990423312506183,Iris-virginica
+53,4.790263529284361,3.400158523066206,1.6701352549252109,0.19836326145555663,Iris-setosa
+54,6.0217300649742596,2.999997281082048,5.345520439091841,1.7533305581682614,Iris-virginica
+55,6.714424314013999,3.112967082724326,4.740284962158089,1.5035347946442443,Iris-versicolor
+56,7.587017193252595,3.0,6.572820947624553,2.091312705620879,Iris-virginica
+57,6.435392495250771,2.934930214890734,4.309181765741777,1.317129025837619,Iris-versicolor
+58,6.298088757875371,3.4114578825444215,5.615177104707677,2.3979855053603663,Iris-virginica
+59,7.6923045206317,2.5833682535243314,6.9,2.2875086926522297,Iris-virginica
+60,4.907705943225597,3.096771090036987,1.493660592121945,0.1,Iris-setosa
+61,5.3771524955850545,2.46418154524571,3.6056393742749417,1.034449353638784,Iris-versicolor
+62,6.4024412956018715,2.9009463313869617,4.280605922693867,1.2615322550525678,Iris-versicolor
+63,5.655088657500319,3.0,4.517203875277181,1.4954727642305798,Iris-versicolor
+64,4.9733906098697584,3.475922777318908,1.4317920277356113,0.20073879855903504,Iris-setosa
+65,5.307748830844903,3.6796434238674918,1.498082367538883,0.19945994710313347,Iris-setosa
+66,6.267052635357612,2.4814309872541886,4.870207444177793,1.4920588341830827,Iris-versicolor
+67,5.066280283647336,3.5386180238532154,1.400219996447158,0.20174904839525984,Iris-setosa
+68,6.079682209773493,2.7712689521564737,4.713224554265839,1.2023195968411624,Iris-versicolor
+69,5.648408422061276,3.0,4.506663279061395,1.4992551330734543,Iris-versicolor
+70,6.710004453496561,3.1068121864482525,4.721035399803434,1.5040751451574743,Iris-versicolor
+71,5.3558528456597685,3.9,1.2905474013721507,0.5592257893696378,Iris-setosa
+72,5.692759666157728,3.7927373785699143,1.5719581466226091,0.29622928894195866,Iris-setosa
+73,5.0192970650163184,2.0000012729276437,3.5223150480810843,1.009891832427596,Iris-versicolor
+74,5.214742398177872,3.402370233983463,1.406012884419466,0.20311491297453335,Iris-setosa
+75,5.021544988526376,2.0000006626118476,3.649994650515718,0.956211101684211,Iris-versicolor
+76,4.989662173935479,2.000000573683737,3.425423295978675,0.9961691684728478,Iris-versicolor
+77,6.197551351707505,2.3549655158118217,5.003307485477654,1.7591008113351754,Iris-virginica
+78,6.79280964503335,3.0,5.495732137033483,2.0812878629367093,Iris-virginica
+79,5.568948444799715,3.0,4.039275910479208,1.2776953593075422,Iris-versicolor
+80,6.799585955528245,2.8104509719279815,4.814086042754089,1.399165692882347,Iris-versicolor
+81,6.252297626058192,2.231924874952914,4.475883481445423,1.4799173880095011,Iris-versicolor
+82,4.9006994553676355,2.395705021840918,3.3171825735683025,1.0164660655618891,Iris-versicolor
+83,5.527624696829795,2.431679195803575,3.8221023136328993,1.0215625120432006,Iris-versicolor
+84,4.8475663459376825,3.0,1.4126629155298165,0.3501923397364769,Iris-setosa
+85,4.789925484345944,3.0,1.3757818875407433,0.1,Iris-setosa
+86,6.313546604931993,3.296587269799578,4.698174927241416,1.5868625091751563,Iris-versicolor
+87,6.299553563305569,2.3054272356857104,4.38336402852199,1.2774779953003519,Iris-versicolor
+88,5.131228564578233,3.4814625250126108,1.3879025404760965,0.22641783920983924,Iris-setosa
+89,6.698720986975122,3.0,5.6867670060038185,2.1207817530561734,Iris-virginica
+90,6.5051198418311635,3.1940281076983235,5.0746540377156535,2.0061540640243294,Iris-virginica
+91,5.636033652407863,3.0,4.472736359833138,1.5013597700995502,Iris-versicolor
+92,5.591199672055431,2.698819979290382,4.467968838255363,1.242793449596697,Iris-versicolor
+93,5.000779781597719,2.4640699844424594,3.1124214892973523,1.060254194259269,Iris-versicolor
+94,7.71492536451141,2.797567402121992,6.704986134061485,1.9984672334396514,Iris-virginica
+95,6.86094697435804,3.099321350287182,5.08869598571288,2.296913986804115,Iris-virginica
+96,6.702958167196963,3.131849700620038,4.6979977087084315,1.5103012099524475,Iris-versicolor
+97,6.3143368757058385,3.3699843810842323,5.613561037706046,2.399302414523182,Iris-virginica
+98,4.493814060768118,2.296528424119646,1.29618999924245,0.29953664941302804,Iris-setosa
+99,5.965564843749291,2.172327454135531,4.92625404042803,1.4781862859347603,Iris-virginica
+100,6.904487112531268,3.0,5.796022091295184,2.152803691731957,Iris-virginica
+101,4.400000625509926,3.1703990324817033,1.3133125325197936,0.2004946339111741,Iris-setosa
+102,6.301118481616069,3.350008806407487,5.623531790693675,2.388914405924227,Iris-virginica
+103,5.263027274111077,3.7376278176869366,1.501310885852175,0.2022354464349689,Iris-setosa
+104,5.570583229384777,2.4832892747154593,3.8342184315257937,1.0864059986412906,Iris-versicolor
+105,5.064563100372599,3.550157496444214,1.4010387993506277,0.20001234613133084,Iris-setosa
+106,6.864517859327127,3.0,5.337741283740384,2.2005561625215995,Iris-virginica
+107,5.85512351493578,3.0,4.255008166903986,1.49805619006764,Iris-versicolor
+108,7.711885829981657,2.7970293088978977,6.711082341010252,2.016080393292501,Iris-virginica
+109,6.309538347206184,2.3002502754300536,4.378950523091898,1.2987541845143238,Iris-versicolor
+110,6.667939594018306,3.2720126460283883,5.677091707567691,2.5,Iris-virginica
+111,5.130316483657019,3.5061517525384107,1.397476981458644,0.201244428729035,Iris-setosa
+112,6.4817190399946005,3.0,5.823149574828944,2.2268495395490584,Iris-virginica
+113,4.8089497142517965,3.370395288033897,1.49890554650209,0.19545368003646135,Iris-setosa
+114,4.50906924806717,2.3635369803649633,1.3207791833596174,0.2849526605382236,Iris-setosa
+115,5.094995797130059,3.7889573038240405,1.483752132543102,0.19738942385574415,Iris-setosa
+116,7.695080159046651,2.786173585221526,6.696372672117197,1.9786862880881047,Iris-virginica
+117,6.682430583742243,2.504373371713836,5.794419203562799,1.7884200166013229,Iris-virginica
+118,6.120388862028477,2.7712141281621783,4.691185529548942,1.1675925508845282,Iris-versicolor
+119,6.326303087530008,3.2958784276689252,4.695111403879021,1.593131017759533,Iris-versicolor

iris/tab_ddpm/3/12/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/12/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.2879337260113735,2.452780549577195,4.935158692063471,1.8874025869239952,Iris-virginica
+1,5.884305601680536,3.0,4.195178118385878,1.4823692873379664,Iris-versicolor
+2,4.9030525497872,3.033964944592555,1.478877375868534,0.10000009374052876,Iris-setosa
+3,6.144561981870566,2.7233829968866563,5.5723351322041985,1.5784771261070423,Iris-virginica
+4,6.010935757987079,2.1873280123665504,5.033042584213089,1.5237253590631339,Iris-virginica
+5,5.014120166989924,2.0000006255658436,3.4787659628645975,0.9356611194897873,Iris-versicolor
+6,5.589742331473575,3.0,4.063607302768716,1.2985995664276124,Iris-versicolor
+7,5.140251867414667,3.498571109782084,1.4020554851416456,0.297673416543509,Iris-setosa
+8,4.502737372462768,2.28195141231881,1.2835514581025325,0.290500450811855,Iris-setosa
+9,6.0350037641339105,2.220394060917788,5.0448213546056815,1.4971646272479935,Iris-virginica
+10,7.290351806404842,3.0,6.242777418047432,2.064526100309074,Iris-virginica
+11,4.821832878144844,3.0,1.4009258942327354,0.10000009138718217,Iris-setosa
+12,6.68213509569209,3.291947476729052,5.706474564165521,2.0868384704379905,Iris-virginica
+13,5.2869437282049905,3.697122813533926,1.4968802746670298,0.19999205139316684,Iris-setosa
+14,6.2944124102547185,2.292545832698615,4.390225019750686,1.278934174061392,Iris-versicolor
+15,6.118892695094256,2.7979793414519682,4.692057060181713,1.1868749372421257,Iris-versicolor
+16,6.256208659067656,2.8845370947006668,5.579560665733873,1.80324468061139,Iris-virginica
+17,5.855855121681992,3.0,5.026718153779609,1.7882408808241264,Iris-virginica
+18,4.4,3.194923768308034,1.2924732967120949,0.19825936611906658,Iris-setosa
+19,7.693569716902649,2.617242203721037,6.899998525099117,2.282797601540408,Iris-virginica
+20,6.904871884128763,3.2032659124103704,5.657717415215387,2.2934588853052778,Iris-virginica
+21,5.211329540400349,3.4204306190408937,1.3862855047374505,0.19933797316064777,Iris-setosa
+22,4.808934444634713,3.0,1.4012106903581858,0.1,Iris-setosa
+23,6.692063257724513,3.1415513566358033,4.74604749353833,1.5148426399364527,Iris-versicolor
+24,6.327277912812491,2.342304921445656,4.429267678967846,1.321326660588699,Iris-versicolor
+25,5.07652463880176,3.403426983662827,1.5836340023075146,0.4364880573981778,Iris-setosa
+26,6.8769280574592475,3.1895418145522654,5.694958305452321,2.3013954900123235,Iris-virginica
+27,5.002196747537886,2.0000004681546946,3.253639307025665,1.0544742891008647,Iris-versicolor
+28,5.787350261953898,2.7069106490327526,5.042399359703569,1.9096591028709047,Iris-virginica
+29,7.733172630987461,2.599624997167413,6.9,2.3087482258783525,Iris-virginica
+30,6.8070712057432985,3.086790165475304,5.149322819075719,2.3001992170973535,Iris-virginica
+31,5.09270671992399,3.523998740172065,1.4030246520213903,0.3137970837015013,Iris-setosa
+32,6.036916697892853,2.7656105665666857,4.9751401799206345,1.5978942308545707,Iris-versicolor
+33,7.71219966510313,2.6028914648584265,6.899998920097122,2.286970519276625,Iris-virginica
+34,6.520936841958254,3.2773469208479895,5.33203646781995,2.060759184644875,Iris-virginica
+35,4.772033474030272,3.0,1.391867839732809,0.29658056798499843,Iris-setosa
+36,4.904879769299788,3.109297697013146,1.5019458286460452,0.1,Iris-setosa
+37,6.280070259498502,2.8958804068183817,5.581646818673162,1.7277076542094136,Iris-virginica
+38,6.056809435292002,3.3723001328497633,4.527092392556733,1.6090876383481425,Iris-versicolor
+39,5.88426889807261,3.0,5.084631710557328,1.792180395286417,Iris-virginica
+40,4.804616305137858,3.0,1.3869624780419902,0.2909328799254303,Iris-setosa
+41,5.133664966821115,3.71833494156787,1.4991928474450251,0.29960248023896785,Iris-setosa
+42,4.897021548550856,3.0,1.4026227510664357,0.20034671629025133,Iris-setosa
+43,6.288104728131418,2.8766797637488333,5.621592688585236,1.7698256085546804,Iris-virginica
+44,4.490103546835897,2.2935658007132984,1.288745901023867,0.3215753015587517,Iris-setosa
+45,4.400000594865011,3.172925996078722,1.3028065894131426,0.2039644180830417,Iris-setosa
+46,6.130988463106973,2.9032315818733863,5.511959078388923,1.8044640396421694,Iris-virginica
+47,5.219654361665795,3.397551632174695,1.3907405046064183,0.20096576238323924,Iris-setosa
+48,6.7085337810739905,3.29551968112669,5.7017262803148006,2.1034274079567905,Iris-virginica
+49,4.76507397537776,3.4000423025342035,1.5487330715848169,0.2011560149611687,Iris-setosa
+50,5.3761623090614155,3.9,1.313608721077554,0.5201711067238926,Iris-setosa
+51,6.488885215934921,3.2180854190981822,5.089461267120619,1.9923892476051255,Iris-virginica
+52,4.973349176723614,2.0,3.564016890263204,0.9234049382786542,Iris-versicolor
+53,5.302169354478476,3.712711926509696,1.6803884818996293,0.2028660062806712,Iris-setosa
+54,6.657437801703394,3.0,5.569219719303504,2.0048924080564268,Iris-virginica
+55,6.655688876711319,3.312381089629492,5.636890680677397,2.4999746994795333,Iris-virginica
+56,5.779085432096542,2.8751596670064195,4.380485451989705,1.307872699291411,Iris-versicolor
+57,7.686691017051129,2.586480820609994,6.9,2.301150725182671,Iris-virginica
+58,6.553333957789126,3.2143855867631834,5.233017026469334,2.019056858544107,Iris-virginica
+59,4.840862540325261,3.0,1.4051889783706204,0.28200076336501595,Iris-setosa
+60,5.785439673101812,2.6949941947796967,5.082544589816431,1.8967893260334585,Iris-virginica
+61,6.885819404417321,3.1293034747126063,5.19431478233689,2.292526860247381,Iris-virginica
+62,6.8017985728718955,3.0,5.47368954821793,2.102974002935434,Iris-virginica
+63,5.081347148795358,3.7956926511451106,1.6550692522187802,0.19774682133681715,Iris-setosa
+64,7.683158701832176,2.7787820546966446,6.69279448152409,1.9880270634098633,Iris-virginica
+65,5.131160822684258,3.796927530906558,1.6359064830137537,0.20086530065788732,Iris-setosa
+66,6.826322842281913,3.1835622893945263,5.81026432097201,2.31698363818132,Iris-virginica
+67,4.4,2.9047645385852396,1.4010192574631462,0.19155182014080552,Iris-setosa
+68,5.427682781451128,3.9,1.3201850529512171,0.547747837587744,Iris-setosa
+69,5.552378964997518,2.6275378172228905,4.355036671430959,1.1582343851647605,Iris-versicolor
+70,4.500475387384064,2.326892372047386,1.30573488131476,0.3586156195296983,Iris-setosa
+71,6.010774469298832,2.2029449008779682,4.972129665937277,1.5043016965076947,Iris-virginica
+72,5.113811077493408,3.4912127438428486,1.4015216066229366,0.19653439684580815,Iris-setosa
+73,6.097259825756387,3.0,4.580947129421643,1.3723906128611045,Iris-versicolor
+74,4.810323859059682,3.0,1.403794083703095,0.10000011007771824,Iris-setosa
+75,7.604153925002997,3.0,6.56070116087661,2.0923269863661274,Iris-virginica
+76,4.587570061067354,3.3922029110058958,1.3998740181794234,0.31566185393807944,Iris-setosa
+77,4.797318676958043,3.0,1.403987575510394,0.35068664190278276,Iris-setosa
+78,6.293341364565148,2.4984526093505726,4.935420428847565,1.503023047274561,Iris-versicolor
+79,6.317936033277435,3.4139831973170374,5.6002812029951,2.395028087335741,Iris-virginica
+80,6.140521383855949,2.6006834029311783,5.590156716742728,1.4168872764000595,Iris-virginica
+81,4.9033057832952,3.0,1.3990925037329358,0.1964863579465605,Iris-setosa
+82,4.49673026953515,2.3011392257512018,1.29207341733989,0.2959839096667737,Iris-setosa
+83,4.922315269925886,2.3909765186595133,3.5003095887501505,1.0196300266754004,Iris-versicolor
+84,6.941094329284196,3.0,5.736177923245481,2.1588960571504923,Iris-virginica
+85,6.893321298514266,3.083418675132475,5.138184689005855,2.2979222555228733,Iris-virginica
+86,4.80296183511065,3.0396465957595025,1.4123283369598605,0.2901584166026829,Iris-setosa
+87,7.303086139760626,2.9071253334732923,6.3087529220803376,1.7986093830874408,Iris-virginica
+88,6.749223209758045,3.1250892520357625,5.8052741206721965,2.281145912472677,Iris-virginica
+89,6.790411626091066,3.1437595511220557,5.78706530503151,2.2803055135387122,Iris-virginica
+90,6.108317735837428,2.807879697482381,4.716947233856404,1.1947203252452985,Iris-versicolor
+91,6.30226687128739,2.497655370313163,5.084433434679831,1.8847504733528941,Iris-virginica
+92,7.657832436946084,2.6217439191571916,6.89999866799273,2.2972707275446855,Iris-virginica
+93,6.313007399133088,2.9130285704162047,5.5832607995295955,1.7873576280946226,Iris-virginica
+94,6.110320880931198,2.8250682279071033,4.6639240445060395,1.2086465424096238,Iris-versicolor
+95,7.718043818290147,2.6062364650170826,6.9,2.306180052358825,Iris-virginica
+96,7.725419997382474,2.6111826699120146,6.9,2.324914049842352,Iris-virginica
+97,6.9919714605089585,3.099930118775588,6.024568771217466,2.234709615161383,Iris-virginica
+98,4.98895981004962,2.000000504567621,3.441133061419699,0.9931927555474904,Iris-versicolor
+99,7.7332745025112715,2.6392852576481425,6.9,2.3083945597030517,Iris-virginica
+100,6.2954001983742005,3.407804029559016,5.6157404200499075,2.3977763079350125,Iris-virginica
+101,6.001266899748236,3.3990310510462174,4.519587735822743,1.5938844536265708,Iris-versicolor
+102,7.598057527059427,3.0,6.579498771986214,2.0986557770773793,Iris-virginica
+103,5.971339707561652,3.4034015306609624,4.495904577366283,1.6013052195688222,Iris-versicolor
+104,7.9,3.809687650137606,6.37140218654405,1.997668961049427,Iris-virginica
+105,4.81064550778495,3.0,1.3977893308959428,0.32700038777373097,Iris-setosa
+106,7.035540476154074,3.0,5.766200078284015,2.1511968784037365,Iris-virginica
+107,5.219520820736541,2.6859295951549704,3.9472791376222305,1.4044478728401912,Iris-versicolor
+108,7.361215845161317,2.876127267711067,6.354570873457273,1.8149495815559853,Iris-virginica
+109,6.002644166410093,2.920918615553077,4.428345240877352,1.5107061408194484,Iris-versicolor
+110,6.488705101735786,3.0,5.8928967574894235,2.2355192722463784,Iris-virginica
+111,6.931288304197341,3.1074613172839998,5.167563524452182,2.298225224397474,Iris-virginica
+112,5.604159165139727,3.0,3.9910672666787708,1.305824573455383,Iris-versicolor
+113,5.812588387212562,2.7124491002542883,4.121931952889539,0.8760599621047294,Iris-versicolor
+114,5.811745566529576,2.847105098507588,4.5610742557967265,1.303337147659586,Iris-versicolor
+115,5.103152764649003,3.500736999272039,1.40126955220964,0.2977435077541277,Iris-setosa
+116,5.439873598254838,3.4071397927527807,1.8890690597478217,0.20092445698347752,Iris-setosa
+117,7.691866732994677,2.6070192545920987,6.9,2.2543431663959246,Iris-virginica
+118,6.237713076376663,2.5289834594228635,4.928808009531288,1.5101401695535577,Iris-versicolor
+119,6.539111123422556,3.0,5.514700559481276,1.8065524559979713,Iris-virginica

iris/tab_ddpm/3/13/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/13/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.508015423720204,2.4247124477059305,3.713232261506326,1.005416663172958,Iris-versicolor
+1,6.396232950251904,2.9073196533261205,4.314130055323005,1.3003713486030422,Iris-versicolor
+2,6.024000705206838,2.7817164740855898,4.6563964551974095,1.1762995724973926,Iris-versicolor
+3,4.983945237245463,2.0,3.142299329091781,0.9963103600928955,Iris-versicolor
+4,5.589852104765576,2.888584649603438,3.5219883849748235,1.302349718572804,Iris-versicolor
+5,4.6032184676344325,3.619711564808334,1.0,0.2001180997404005,Iris-setosa
+6,6.527108244656439,3.0,5.524836358210218,1.8450689744492186,Iris-virginica
+7,6.137355241714468,2.6044041955153436,5.594577098748536,1.4157513764628613,Iris-virginica
+8,4.871071226600453,3.0,1.4011759933366479,0.20101901521539445,Iris-setosa
+9,5.202374341993542,3.410740423616685,1.3920242046201359,0.20071282651718023,Iris-setosa
+10,5.73959662239868,2.787755158216082,4.520626459707972,1.2984982193906411,Iris-versicolor
+11,6.802953671542504,3.0,5.509511371892325,2.0726640803428587,Iris-virginica
+12,5.750208014907573,2.862029224705391,4.280526771681906,1.233659628352937,Iris-versicolor
+13,4.928346675548757,3.011308994711047,1.4151504696978459,0.20257023358036866,Iris-setosa
+14,5.015432608144788,2.000000852064437,3.5578084721899037,0.9122578973085054,Iris-versicolor
+15,4.4,2.8914088184754543,1.400644923907867,0.1908161361489774,Iris-setosa
+16,7.327936056733388,2.905316176490206,6.2974593045765435,1.7838309460338306,Iris-virginica
+17,5.614248168396237,3.0,4.105058209440499,1.3177832031885737,Iris-versicolor
+18,6.8731897378642905,3.1104237571842654,5.044700103660424,2.280499979481472,Iris-virginica
+19,7.063008604741456,3.0,5.893862556104422,2.097946352743326,Iris-virginica
+20,6.699819685816098,3.303398263885805,5.706422871437855,2.1023862747972886,Iris-virginica
+21,4.895557445783651,2.385014680562091,3.1972524483880864,1.0048544957923948,Iris-versicolor
+22,6.112806549982654,2.8115512106691507,4.696151751599806,1.2049041410147556,Iris-versicolor
+23,6.733250029070663,3.116502188931303,4.727050418670141,1.5142767906098933,Iris-versicolor
+24,5.366581681142839,3.4108427070225127,1.545118051590418,0.4168285343560171,Iris-setosa
+25,6.288433812010387,2.3321064700817384,4.4249344803681465,1.3044591428508465,Iris-versicolor
+26,6.699392987111654,3.2928550627388664,5.696562068962256,2.112516761359134,Iris-virginica
+27,6.0174108145882785,2.7176915871913683,5.0515305896603815,1.587062872372782,Iris-versicolor
+28,6.789707599372733,3.18887649858113,5.886871623719017,2.2892988879973477,Iris-virginica
+29,6.105552861346767,2.8148079734764186,4.7082485895115544,1.2112895240746813,Iris-versicolor
+30,5.976263918618147,2.8399063404609795,4.676560764340557,1.5219719649021899,Iris-versicolor
+31,6.715484800055906,2.50567162833672,5.807368404279864,1.811099065401815,Iris-virginica
+32,6.2920550850194115,2.490310439756553,5.013093261859804,1.8822510756995785,Iris-virginica
+33,6.374193403273749,2.9129811711167766,5.534628622732865,1.805866849860675,Iris-virginica
+34,4.866123182956745,3.0,1.3949332323354244,0.22876822001507982,Iris-setosa
+35,6.314831238065525,2.2874325555463324,4.388968889903791,1.3021145181207154,Iris-versicolor
+36,6.312424757089456,3.2966184359786572,4.720416011211448,1.6041781281631833,Iris-versicolor
+37,6.79518740024646,2.796187385443,4.795578744135968,1.4098859085248165,Iris-versicolor
+38,6.861388351465209,3.212005870024214,5.758709857857651,2.3037863528214015,Iris-virginica
+39,6.808597336480948,3.099680848400367,5.114202629686613,2.3244351355101998,Iris-virginica
+40,4.856837667850601,3.0,1.405295417009613,0.29580261260668944,Iris-setosa
+41,7.27066118797185,2.900972207467119,6.2963237382311865,1.796327035076181,Iris-virginica
+42,5.102926993389269,3.756733696258264,1.8580714205303428,0.20088927525587325,Iris-setosa
+43,6.045316705217604,2.5919129236125418,5.60015269605442,1.3972754583819635,Iris-virginica
+44,5.690467657839003,3.7942991152159986,1.702908959984373,0.2977074145411278,Iris-setosa
+45,5.507547742013767,2.5751683282759865,4.334853808453807,1.134673428376636,Iris-versicolor
+46,5.542978375834815,2.618567602951071,4.421842527373223,1.193353447843951,Iris-versicolor
+47,7.204188052026265,3.0,6.038716963544809,2.0856259721636583,Iris-virginica
+48,6.908085477887512,3.1011673111984654,5.120547385336547,2.2980736634027514,Iris-virginica
+49,5.001425123841311,2.000000592358797,3.4578689345117217,1.035094682692076,Iris-versicolor
+50,5.009720000576139,3.577080434611386,1.3936562757780262,0.2005676819781928,Iris-setosa
+51,4.599389541147771,3.4282963858998268,1.4020803138065083,0.2975478636555285,Iris-setosa
+52,5.042814779024032,2.464806972106381,3.465361514274592,1.0450541294311313,Iris-versicolor
+53,5.04806579321888,2.000000924268525,3.4799345160631305,0.9686386639597901,Iris-versicolor
+54,4.995879384560282,3.6490449843006725,1.4030157519088644,0.19585345035513863,Iris-setosa
+55,5.08273454131002,3.7891919539810353,1.7389560386637561,0.2056216752735368,Iris-setosa
+56,6.04969592846047,2.7851932466589266,4.670791608459508,1.1507442674720145,Iris-versicolor
+57,7.695755872894803,2.79187258054153,6.703173835857528,2.017986894698557,Iris-virginica
+58,5.151278142176294,3.4034593109478646,1.3995339291684732,0.19881579882637412,Iris-setosa
+59,5.368274179259052,3.4002093121601056,1.5759873533032818,0.36779972999385196,Iris-setosa
+60,6.990459017017594,2.928116925173694,6.0220040044111345,1.8130279593166276,Iris-virginica
+61,5.921697963367948,3.0,5.094204049382528,1.819746535030239,Iris-virginica
+62,6.6889043371618015,3.100784049771739,4.710712598852961,1.4980830101640412,Iris-versicolor
+63,5.57143294872587,3.0,4.455808217332154,1.4985770231588118,Iris-versicolor
+64,5.997147057822146,3.401127526435192,4.473009650997467,1.61894094305425,Iris-versicolor
+65,5.736946722868911,2.632501280877775,4.075893829581028,1.0170268163592275,Iris-versicolor
+66,6.258860548855002,2.9001746079355937,5.567889354670085,1.8020380899839017,Iris-virginica
+67,6.842587556198735,3.16620329499475,5.7307184751365146,2.250816576474945,Iris-virginica
+68,5.56267793455972,2.4641383096658025,3.8339220072587987,1.0850160652456777,Iris-versicolor
+69,5.745184020081157,2.793595096270747,4.4564499440160725,1.2996758724663746,Iris-versicolor
+70,7.679879374305,2.6020433695995897,6.8999988467569535,2.2991540710266087,Iris-virginica
+71,5.612306799742557,2.410132493313297,3.8797841138422995,1.0906104415736542,Iris-versicolor
+72,4.9706181966390774,2.0,3.3485621104618346,1.0274025277239514,Iris-versicolor
+73,6.312903597356282,2.8681279796350885,4.3965345299489105,1.296578344808598,Iris-versicolor
+74,7.644057335436534,3.0,6.6041851989606695,2.1318448911621677,Iris-virginica
+75,4.925114228831545,2.4129335082382957,3.0230532635268226,1.0217667337519432,Iris-versicolor
+76,4.485249198423572,2.2549659481434863,1.323409874925685,0.2900967781093254,Iris-setosa
+77,5.024373719531754,3.560286777564901,1.4006589986443685,0.20175459960630993,Iris-setosa
+78,4.770953604408332,3.0,1.403503613601457,0.1,Iris-setosa
+79,6.84253939958808,3.180106076895259,5.75234061184993,2.2953367908394933,Iris-virginica
+80,5.106238899207445,3.8170272840120725,1.6201592976416375,0.20625415082940304,Iris-setosa
+81,4.585400378746457,3.611117335452358,1.0,0.20497768064993105,Iris-setosa
+82,5.63104178002778,2.897330608788478,3.721393112972705,1.2789384238833787,Iris-versicolor
+83,5.94773312204799,3.0,5.0860109911606015,1.8076683139398035,Iris-virginica
+84,4.909808658534754,3.090647987353328,1.7827011773626302,0.10000010611433091,Iris-setosa
+85,5.986294738246194,3.3631094212977484,4.478857997861428,1.5978816942638971,Iris-versicolor
+86,5.97803530140299,2.710223101443521,5.001251304644184,1.5993982556899335,Iris-versicolor
+87,4.855088503023771,3.0,1.4025047056858038,0.1,Iris-setosa
+88,4.4,2.889876250641848,1.406608949047155,0.20330817178170477,Iris-setosa
+89,5.754050541127827,3.0,4.3760769208901324,1.5180629312620062,Iris-versicolor
+90,6.035018506468634,2.1899632478754087,4.8988796552403935,1.5090214911654474,Iris-virginica
+91,6.262500957644493,3.402309824971859,5.5996356622572545,2.3935788199704655,Iris-virginica
+92,5.515867205373193,2.5866573777410355,4.307041850090359,1.1740306288140219,Iris-versicolor
+93,4.591074308744593,3.4018920313637824,1.4022607534384564,0.2937660127221634,Iris-setosa
+94,6.12868357036176,3.0,4.605078271684786,1.4330966072081088,Iris-versicolor
+95,5.040645812296753,3.419090258327265,1.8168627074259907,0.3513413839272587,Iris-setosa
+96,6.231818936466356,2.1845334973916386,4.522461019751916,1.4914917261332876,Iris-versicolor
+97,5.974629545262964,3.0,5.117267118588228,1.8426209733274297,Iris-virginica
+98,6.075424563486161,2.794447909106786,4.723003137497749,1.2113918802106434,Iris-versicolor
+99,7.320174146139118,2.8919532505422763,6.306073901673603,1.7869127757528833,Iris-virginica
+100,4.903437309100991,3.1119401720192883,1.6113986070868065,0.1,Iris-setosa
+101,5.124596926832643,3.709480282529319,1.5761819158684052,0.3252218812330971,Iris-setosa
+102,5.196464367894358,3.3865716446563616,1.40024094921503,0.19635231283892357,Iris-setosa
+103,6.016225938545666,3.381929582329464,4.4946237286376025,1.58661328868399,Iris-versicolor
+104,6.510476162234712,3.1903134608601373,5.058513849171077,2.0158666151723637,Iris-virginica
+105,6.773740739247206,3.0,5.55877206120759,2.134322577195472,Iris-virginica
+106,4.400000463700344,2.874835463044582,1.362102351694405,0.1995178856831758,Iris-setosa
+107,4.803176531160455,3.0,1.4067435618595485,0.1,Iris-setosa
+108,5.213861770105378,2.6746840069130435,3.8534800949020216,1.3882700244585195,Iris-versicolor
+109,5.984661953774749,3.375023529808688,4.51249087109163,1.5990253078510697,Iris-versicolor
+110,6.091005328250473,2.805493189877662,4.254778196072949,1.1143210699963428,Iris-versicolor
+111,7.226163986755252,3.0,6.257230884408919,2.1290989533672406,Iris-virginica
+112,6.864909437717776,3.0,5.5676625260354,2.1027161635581098,Iris-virginica
+113,4.781097897705005,3.4039892295828484,1.515349508359219,0.1964712337844151,Iris-setosa
+114,5.015108414295752,3.587633312188154,1.4010963606666509,0.20490072220200764,Iris-setosa
+115,5.157936487831988,2.6808995462986838,3.859403027361674,1.3986457014244764,Iris-versicolor
+116,4.633117003837849,3.3987466906939567,1.4074080849955812,0.2972163702286142,Iris-setosa
+117,4.978469905352469,3.592167080443858,1.3908796299780695,0.2042599833682597,Iris-setosa
+118,6.922563116109313,3.177106023373458,5.683167319503643,2.3083121894992233,Iris-virginica
+119,6.809742508005509,3.027020226809181,5.1510738222921635,2.278380015366042,Iris-virginica

iris/tab_ddpm/3/14/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/14/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.53377883800523,2.6375961408135162,4.439532811659341,1.2188050188862551,Iris-versicolor
+1,5.733180839892399,2.842869917125547,4.162175281625483,1.2413650403289642,Iris-versicolor
+2,5.010975230764668,2.0,3.5059118126338067,1.0088041030223804,Iris-versicolor
+3,4.982661839261943,2.0,3.575381880547209,0.9140311664622696,Iris-versicolor
+4,4.790476522970787,3.0,1.3739393961933077,0.10000009307890875,Iris-setosa
+5,5.478606274841301,2.57857502007013,4.379892233657259,1.1854200087076299,Iris-versicolor
+6,5.905823312309507,2.9826980117395903,4.472611716196812,1.4962510748716462,Iris-versicolor
+7,6.184228260170512,2.1931415312145233,4.481346749715287,1.497211495262129,Iris-versicolor
+8,6.872949180236161,3.1036393771516027,5.094325640676819,2.2870476025165662,Iris-virginica
+9,7.699487828123513,2.597218901517361,6.9,2.2924453810385526,Iris-virginica
+10,5.637428622965961,3.0,4.496174573830098,1.5098351511114212,Iris-versicolor
+11,6.466027813844607,3.0,5.316267317932542,1.8430598010227959,Iris-virginica
+12,4.890699973120052,3.0827036021162413,1.486685033435752,0.1,Iris-setosa
+13,6.8219140036666825,3.1543124051418037,5.796711462366902,2.2439402546805827,Iris-virginica
+14,6.136089882491181,2.5992915455028567,5.636527996409369,1.403518763689633,Iris-virginica
+15,5.017419163648551,3.586947257035896,1.383069566098859,0.20412043123262402,Iris-setosa
+16,4.99247948407266,2.0000004866260497,3.4723976866441952,0.9046102890643093,Iris-versicolor
+17,5.654371418270185,2.87094042612524,3.629658257614887,1.2807663593881176,Iris-versicolor
+18,6.1692388544413435,2.5996123083142515,5.586368322083639,1.4118444136623978,Iris-virginica
+19,4.834017537940773,3.0,1.405877955870695,0.10000010513387451,Iris-setosa
+20,5.6541582681058875,3.795639283247176,1.884014005841305,0.3813444525168306,Iris-setosa
+21,5.989562398670527,2.7145813561113346,5.03047160985012,1.5856528611906857,Iris-versicolor
+22,6.322983428801394,2.304103555737052,4.376341614075641,1.3077529557259713,Iris-versicolor
+23,6.707440351237013,3.1021391795090905,4.716691812593513,1.506504246602719,Iris-versicolor
+24,5.868918425219116,2.621904898893604,5.080621148530578,1.8532495754459297,Iris-virginica
+25,5.553317359654387,2.3999128422309024,3.7142734345922097,1.0633065370721089,Iris-versicolor
+26,4.7952664212491936,3.3950057278392873,1.7203223675608352,0.19462131004253064,Iris-setosa
+27,6.18300697674446,3.3005191420460167,4.655570295860881,1.5893962119694776,Iris-versicolor
+28,6.955214630195831,3.1554705899437487,5.620813146984784,2.296308675708224,Iris-virginica
+29,5.574980639808988,3.0,4.425922857858056,1.5143214872077024,Iris-versicolor
+30,6.789263778237684,2.8047981679852714,4.779239144181972,1.3922056659919895,Iris-versicolor
+31,4.503657711970275,2.3071845994723907,1.309163327320991,0.3519132941121623,Iris-setosa
+32,5.138711060740981,3.8092647376143995,1.4930451076566793,0.21569495547286255,Iris-setosa
+33,4.894168420981797,3.1039779425501597,1.484789816298849,0.10000015677965772,Iris-setosa
+34,6.701791169891087,2.4777836816618244,5.789156564443229,1.8183895271437651,Iris-virginica
+35,4.60173092437746,3.6068736779093857,1.0000004798601012,0.19715307878834634,Iris-setosa
+36,5.08787487626515,3.500787067591178,1.3903011824379812,0.1977716866159474,Iris-setosa
+37,7.334992286154241,3.0,6.2444852310147105,2.066950426078045,Iris-virginica
+38,5.168790039701757,2.686689625537292,3.9378139980424507,1.4160965950868596,Iris-versicolor
+39,7.070466303697718,2.9565517020763177,5.9624104229298185,1.913889377965673,Iris-virginica
+40,4.9026998157145645,3.0,1.3899944712840346,0.2038267515976552,Iris-setosa
+41,4.896570292169993,2.3898029621719723,3.5613099225429394,0.9935001677996746,Iris-versicolor
+42,6.172790578397335,3.3374116985209823,4.614295877850161,1.5894455576840782,Iris-versicolor
+43,7.711922559743381,2.617034323064288,6.899998895772858,2.2950820517150423,Iris-virginica
+44,6.7029046878977825,2.506358143782204,5.865502522110062,1.8029739091019328,Iris-virginica
+45,6.7921031301821335,3.192699895883976,5.689131192077403,2.267199030907198,Iris-virginica
+46,6.3911852038343735,2.896824969971804,4.297087097277419,1.2915557970133151,Iris-versicolor
+47,6.285972177426445,3.4002054697966066,5.614269559535839,2.401646069095408,Iris-virginica
+48,6.291068294594094,3.2724671173987896,4.679009460089053,1.5854069029334483,Iris-versicolor
+49,4.989075729404669,2.0,3.5130935651791413,0.9165591023502226,Iris-versicolor
+50,7.685476430153642,2.6172227724782675,6.9,2.3065949446853193,Iris-virginica
+51,4.943775677952336,2.423178331841669,3.4347865429913225,1.047665033160266,Iris-versicolor
+52,5.230384644154468,3.407088040060298,1.4001764763707496,0.19998641020684543,Iris-setosa
+53,7.703398844647345,2.6093280018236076,6.9,2.303659623827977,Iris-virginica
+54,5.36790356842551,3.9,1.2570660285761892,0.3293188832506609,Iris-setosa
+55,4.636173844853498,3.403737572820318,1.4002746233092012,0.29762725169824417,Iris-setosa
+56,6.684554906032719,3.0991670440894024,4.646117732840885,1.4945576268499967,Iris-versicolor
+57,5.405213869685759,3.3917673849094103,1.6853558778394189,0.20316946787439757,Iris-setosa
+58,6.182957541260479,2.230926338010889,4.4943741845520355,1.4657277719103432,Iris-versicolor
+59,6.892125990834613,3.174649466253559,5.5819214165923325,2.3134388573850244,Iris-virginica
+60,6.200684041797455,2.2186416743778636,4.488334023077403,1.4731869178922,Iris-versicolor
+61,4.894680353596081,3.1011492669083878,1.5009006632143176,0.10000011005435784,Iris-setosa
+62,6.314091699939463,2.9893034322563072,5.548736797742326,1.8182948105616425,Iris-virginica
+63,6.810448721824141,3.186474070820809,5.768579881861425,2.290004800744269,Iris-virginica
+64,6.020146023544189,2.197560624660892,5.040296544730533,1.5133359120252319,Iris-virginica
+65,5.821975376211602,2.7087318547445682,5.0743303187742415,1.8801889306369668,Iris-virginica
+66,7.634435655458846,3.0,6.6215459723557935,2.08987544533491,Iris-virginica
+67,6.476318426430957,3.1777948315615734,5.09749457899313,1.9939053451639446,Iris-virginica
+68,5.429252645465648,3.382770633604584,1.7900037327237528,0.19628224533448152,Iris-setosa
+69,5.904355753155858,3.0,4.302636124818255,1.507464623014942,Iris-versicolor
+70,6.086418727816444,3.0,4.557420374809861,1.3935314571016417,Iris-versicolor
+71,6.026753124235162,2.6969707461793986,5.147614619610897,1.594678406741469,Iris-versicolor
+72,6.802620925543136,3.2118332081670258,5.800282362189571,2.2752819860178426,Iris-virginica
+73,6.204793478500911,2.206161475165687,4.468440220754642,1.4590943198866884,Iris-versicolor
+74,7.7075541980915965,2.612943859029339,6.899998636140213,2.309486147794053,Iris-virginica
+75,6.895175808474459,3.213389678996027,5.732560266357965,2.3118347076317467,Iris-virginica
+76,4.4,3.241286092082093,1.2974706754448824,0.20547254160234146,Iris-setosa
+77,6.005398293196851,3.382197138007871,4.505083363016766,1.6109270419689878,Iris-versicolor
+78,7.3728664842748834,2.874152095234671,6.399513323214199,1.858154211350649,Iris-virginica
+79,6.695470269762216,3.089369402961161,4.676767507807503,1.5059655095119,Iris-versicolor
+80,6.6094701074506474,3.0,4.420256362112075,1.407489528454381,Iris-versicolor
+81,6.7166133332424085,2.492337040352204,5.813224336321335,1.8080735851112997,Iris-virginica
+82,6.796650140803777,3.0,5.418933860704215,2.108888309055519,Iris-virginica
+83,4.984525990750497,2.0,3.148207924338291,0.9674191409130455,Iris-versicolor
+84,5.605540936534335,3.0,4.5207111331453875,1.503333288592184,Iris-versicolor
+85,6.719008970909284,3.2980251118582804,5.690401901234484,2.499992269609261,Iris-virginica
+86,6.706251246790162,3.2971581171838005,5.691863956510625,2.102998096461877,Iris-virginica
+87,5.3760138212247295,3.899999529662169,1.2467625984056625,0.3652421776209819,Iris-setosa
+88,7.353869090912494,2.8966079993874216,6.340163515179416,1.8156298883055755,Iris-virginica
+89,6.0130205394764715,2.7440082096659313,4.85139549972282,1.5214600947013261,Iris-versicolor
+90,6.694499636228674,3.1071008766931034,4.692091093790508,1.5045819840542682,Iris-versicolor
+91,6.509046381329896,3.0,5.792692172846451,2.1774145206862907,Iris-virginica
+92,5.706807725940068,3.800735848232521,1.7491491884624162,0.29889799694089136,Iris-setosa
+93,6.497852015574221,3.2210497248523016,5.0801129731278,2.0235243183983407,Iris-virginica
+94,4.605029250065105,3.6395616213806194,1.0000004701470986,0.2024832635320111,Iris-setosa
+95,5.40631476901465,3.8999996047854713,1.3124180111325998,0.34934317912745705,Iris-setosa
+96,5.046565740770172,3.516478164424652,1.3927338651780206,0.20623666139284164,Iris-setosa
+97,6.239906757249486,2.2875993412317293,4.565765430932672,1.4846119436938479,Iris-versicolor
+98,5.400992447809758,3.8999996207322134,1.2912348871008503,0.4291770295147703,Iris-setosa
+99,4.591898340505164,3.3613553581184306,1.4067435865690856,0.3156686003497038,Iris-setosa
+100,6.829957118959008,3.0,5.524776736406793,2.088129987482864,Iris-virginica
+101,5.858968940135149,2.708605396567799,4.12288166714067,1.0132437487799029,Iris-versicolor
+102,6.28621389334736,2.2628267032285914,4.648521938722512,1.4942634367972216,Iris-versicolor
+103,5.706980661789403,2.9604340575471455,4.466613776887827,1.392969289709169,Iris-versicolor
+104,5.1552244883808385,3.771345312116897,1.551645046943494,0.196898009101532,Iris-setosa
+105,6.012229358082817,2.699657173882384,5.155918708313882,1.6106716618108126,Iris-versicolor
+106,6.792807192039562,3.1993365482337173,5.790773321288939,2.298227395278086,Iris-virginica
+107,4.579343451387309,3.6387801918074154,1.0,0.20058559509443594,Iris-setosa
+108,6.1351985732784815,2.477092845379512,4.348716341181377,1.2631686807209754,Iris-versicolor
+109,6.850658261556527,3.195123730982651,5.720266839684262,2.3087000440210437,Iris-virginica
+110,6.3811156092670585,2.8719934872483597,4.281140719561612,1.2680770937114996,Iris-versicolor
+111,6.292563319187112,3.4020095440545655,5.587311728783977,2.3964825153040517,Iris-virginica
+112,6.265315778285542,2.492268068328439,4.911520873013245,1.5159362506035856,Iris-versicolor
+113,6.044142428846607,3.3910340377651473,4.544223752211246,1.6138094128607867,Iris-versicolor
+114,5.571119494432955,2.528542995396575,4.229641490433634,1.0712611078810084,Iris-versicolor
+115,5.457040539366803,2.3562180761670266,3.654509580319828,0.916098479853152,Iris-versicolor
+116,6.883474981449259,3.0,5.4385069397094385,2.1799617343294506,Iris-virginica
+117,6.10406560105572,2.597307184096785,5.614914569980382,1.3985586882899088,Iris-virginica
+118,5.111129005283272,3.4060177167263808,1.536374359647643,0.4417776615232404,Iris-setosa
+119,4.496515235142487,2.3191367434442385,1.3194150464177463,0.3137798320273023,Iris-setosa

iris/tab_ddpm/3/15/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/15/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.894192237863084,3.0,1.3797873558364795,0.19374223300229484,Iris-setosa
+1,5.615554357539462,3.0,4.489042382265043,1.508873946725056,Iris-versicolor
+2,6.740789606983842,3.1467660768509815,5.85466561046371,2.285187758934799,Iris-virginica
+3,5.985732283301914,3.0,4.2606401452263105,1.487028698591153,Iris-versicolor
+4,6.695682160625688,3.239478137080757,5.713562686602219,2.1111610704342727,Iris-virginica
+5,6.080671902037976,2.5982287069839614,5.600543066538063,1.3981048407648817,Iris-virginica
+6,6.681947571146445,3.1122187907407253,4.727817557681356,1.4996047926184985,Iris-versicolor
+7,6.2056587883489955,2.270430462802329,4.38273231420463,1.3173062190727622,Iris-versicolor
+8,4.591358184083557,3.405742156762614,1.395424977036274,0.4556089899369693,Iris-setosa
+9,5.3782942951583586,3.3903824565522944,1.502520593186322,0.2056157533549984,Iris-setosa
+10,4.949708995097821,2.423109056584919,3.0952372372499846,1.0012085560228794,Iris-versicolor
+11,6.809854327619527,3.0,5.40162760182819,2.133448374552375,Iris-virginica
+12,5.817795774549548,2.7110780178750837,5.0414688335707565,1.8962024955486239,Iris-virginica
+13,5.600452506224289,3.0,4.482137451488317,1.4921599276208006,Iris-versicolor
+14,4.922829443183908,2.3897748942925774,3.2384608697181667,0.9457284860508999,Iris-versicolor
+15,4.838728772065513,3.4047191318793644,1.5947546311118102,0.20111677331488612,Iris-setosa
+16,5.629188359415897,2.911138463644485,3.649983592075473,1.2826371365340692,Iris-versicolor
+17,6.332726441553312,2.935981232937695,5.577871922336767,1.7755683394400306,Iris-virginica
+18,5.796389868720679,2.7229540121935147,4.140697993500199,1.0152350167867692,Iris-versicolor
+19,4.4,3.0441915302391482,1.3141067748385467,0.19667587512410256,Iris-setosa
+20,6.212167117112144,2.2032324077080494,4.448398577601741,1.496148873085843,Iris-versicolor
+21,4.998494104232694,2.0,3.5732899689923787,0.9291897865383629,Iris-versicolor
+22,5.096169339357792,3.392454343424612,1.5283935068398178,0.44979554145152034,Iris-setosa
+23,6.2930986221196985,2.8933171830265914,5.609917998443346,1.788512343200576,Iris-virginica
+24,5.31094699107115,3.724498054827915,1.4971729520256947,0.20166258003260057,Iris-setosa
+25,6.213128282483617,2.56910268091198,4.856543094115814,1.506965988792477,Iris-versicolor
+26,4.4,3.209134771924277,1.2922246932215296,0.19517857915819445,Iris-setosa
+27,6.438784020901063,2.9213520089581486,4.305877651179257,1.3078187390978224,Iris-versicolor
+28,4.915314856226447,3.0,1.3970478169103377,0.1936810571795185,Iris-setosa
+29,6.7406466847904785,3.201933021032297,5.7138232032849015,2.183571756114407,Iris-virginica
+30,5.933390948274126,3.0,5.086789487855523,1.8283470545017615,Iris-virginica
+31,5.072025141297973,3.781826014328625,1.6412609271323821,0.21506560474216682,Iris-setosa
+32,4.400000471912559,2.9323759438452286,1.3872706081723636,0.19835359869683647,Iris-setosa
+33,6.781960294456707,3.1946680704889054,5.798324107494401,2.283043102965682,Iris-virginica
+34,6.466351136236453,3.181967355260172,5.112295819892111,1.9705952636243966,Iris-virginica
+35,5.4966702567757535,2.592878223489342,4.34886935355471,1.148608296930011,Iris-versicolor
+36,6.017204175878426,2.9783090110090416,5.267872361118767,1.7628120191280536,Iris-virginica
+37,4.58483771834212,3.6120726447029714,1.0000003709991698,0.1978639129272639,Iris-setosa
+38,4.766743059658275,3.0,1.392702298298068,0.1,Iris-setosa
+39,5.097514611744509,2.4592249212271513,3.3795963677826766,1.1183050777924914,Iris-versicolor
+40,5.463963985400275,2.5695104944428495,4.344586639765495,1.1726118798689789,Iris-versicolor
+41,4.995381795572563,2.0,3.283198638422295,1.0132701958029224,Iris-versicolor
+42,6.512128236353624,3.0,5.784427237496235,2.1988319660811566,Iris-virginica
+43,6.295645485248311,3.383726472009596,5.610535455960924,2.3951101537982686,Iris-virginica
+44,7.9,3.767625648114661,6.442594076349578,2.0473713422734794,Iris-virginica
+45,6.241316599027896,3.330444816163364,4.641944399538228,1.600428736114295,Iris-versicolor
+46,7.899998655604451,3.8015522182485624,6.4862587784000585,1.967490856161452,Iris-virginica
+47,4.610263620089108,3.401005397346087,1.4016088354618355,0.2994622603009444,Iris-setosa
+48,5.531252749431353,2.412074771634117,3.804564662071088,1.0391172987528627,Iris-versicolor
+49,5.413668006085272,3.3941528741122626,1.5022932766135897,0.42585135810349667,Iris-setosa
+50,7.658121884541873,2.8091805804895955,6.672137292913002,1.9758335728164125,Iris-virginica
+51,6.307283485128954,2.493874466488779,4.997401748139377,1.8809761162489038,Iris-virginica
+52,4.813290571676963,3.3949541800269563,1.4991727853275054,0.19675541503688426,Iris-setosa
+53,5.8365411107166105,2.7583941114631587,5.126141327490833,1.8729181204018235,Iris-virginica
+54,5.554894186596052,2.468209789380052,3.8196735322909428,1.0414981821551665,Iris-versicolor
+55,6.450396281663363,3.229794719300094,4.766831217520289,1.5823349938173328,Iris-versicolor
+56,6.1385073183823975,2.809902364147071,4.666677983345243,1.229522281604287,Iris-versicolor
+57,5.967384088716431,3.4103691864336234,4.523783112834418,1.5788069191018277,Iris-versicolor
+58,7.606713515142751,3.0,6.602509097630404,2.0927731024800105,Iris-virginica
+59,5.878255499416398,3.0,5.11909475343089,1.7983838241392207,Iris-virginica
+60,6.806988175045102,3.0,5.530780883734958,2.0947167196390373,Iris-virginica
+61,4.962999153681731,2.0,3.422833575924127,0.9436132564678861,Iris-versicolor
+62,6.508007450570888,3.2014338001746285,5.073618767538836,2.003548244467035,Iris-virginica
+63,5.914378908870985,2.7483156995904268,5.27893639168245,1.848970078214354,Iris-virginica
+64,6.5005494870553155,3.196088806272202,5.130332170670574,2.054264791311505,Iris-virginica
+65,6.2585698455607695,2.2775177693862103,4.458600979156972,1.3244521868104684,Iris-versicolor
+66,5.128179494443582,3.4879976712956338,1.4008964021059547,0.19940336663285801,Iris-setosa
+67,6.2845266250728224,3.2917853487954813,4.691725072423324,1.5667034883334678,Iris-versicolor
+68,6.547547131790229,3.1456058584606503,5.124531362274485,1.9485827082495928,Iris-virginica
+69,7.196108303604104,2.8781656464239305,6.242151762472146,1.7774352666455124,Iris-virginica
+70,5.0641727128923915,3.455486832727161,1.4093658169266692,0.2058961496325788,Iris-setosa
+71,6.624686489790136,3.3299200426005786,5.74435509795103,2.5,Iris-virginica
+72,5.113482767338082,3.796213102358344,1.8092743735182444,0.19996393218285738,Iris-setosa
+73,6.165510598115058,2.213514472603035,4.486721107526957,1.498542420677216,Iris-versicolor
+74,5.573367741135397,2.4956221748469987,3.908082655642711,1.0957463032848307,Iris-versicolor
+75,5.324740028914154,3.6918751001700776,1.54607283883692,0.20323569403469913,Iris-setosa
+76,6.955205129760048,3.191364446890573,5.893085846334151,2.297549978476246,Iris-virginica
+77,5.36018888672543,3.6758463120562013,1.5933947658678054,0.2090900889148737,Iris-setosa
+78,7.725109090809354,2.6113937360648896,6.9,2.2992518596235882,Iris-virginica
+79,5.907270103590619,3.0,5.03948066218299,1.7494094695478308,Iris-virginica
+80,4.895059017804646,2.415477630125229,3.1814400851162628,0.984479916459045,Iris-versicolor
+81,6.737625018109606,2.8439267171921694,4.726554951804787,1.4115223304029474,Iris-versicolor
+82,7.9,3.8135220445777582,6.362966590755713,2.007337078396107,Iris-virginica
+83,5.204121155039692,3.40024326826871,1.4015165184263436,0.20051738925387963,Iris-setosa
+84,5.67694911113743,3.794788961592681,1.573029418119364,0.33726241901522747,Iris-setosa
+85,6.090793936897278,2.8079399384283192,4.668470332787806,1.1964518541792186,Iris-versicolor
+86,5.012677454043464,2.0000006480206296,3.517659089853269,0.9544801693388365,Iris-versicolor
+87,5.435983418391463,3.4053901624798693,1.6000829754330514,0.40195565899941604,Iris-setosa
+88,5.881266958965068,3.0,5.112572695174745,1.8338656146121728,Iris-virginica
+89,4.618976125975906,3.5810919320947057,1.0000003937768591,0.20225028370383,Iris-setosa
+90,6.6258933312626445,3.0,4.427814936136931,1.411063116884795,Iris-versicolor
+91,4.59266945415558,3.367712242773051,1.3991233116864863,0.2961852885311991,Iris-setosa
+92,5.364800009518462,3.9,1.2954372568821615,0.3117934022814223,Iris-setosa
+93,5.669037449865178,2.921027621962331,4.231898805644947,1.2829126140035725,Iris-versicolor
+94,6.820926728564534,3.1965665333771835,5.87677881812067,2.308647841730369,Iris-virginica
+95,5.975234666918737,3.414962386281288,4.536603727565159,1.6393774648553168,Iris-versicolor
+96,7.347110218320838,2.869433622606996,6.339612216562062,1.8101655431239292,Iris-virginica
+97,5.7950638332210405,2.751210738153091,4.22563838094706,1.107441856952461,Iris-versicolor
+98,5.646378802850886,2.5032013193938547,3.9098550409702617,0.985852818128591,Iris-versicolor
+99,5.114810980248782,3.4878457222259405,1.3901788944990803,0.2008200830822655,Iris-setosa
+100,5.81037516635267,2.6810491562962193,5.072929312790311,1.8920724824896717,Iris-virginica
+101,5.543600378963006,2.575358771155577,4.294371466197285,1.141742017220634,Iris-versicolor
+102,6.2898232069109,2.2901604193760554,4.403582445409806,1.2735957761109822,Iris-versicolor
+103,5.374043763346836,3.4012135439359596,1.7364694913645342,0.20043589327823935,Iris-setosa
+104,4.916034979593443,3.099220407662887,1.483835898437931,0.1,Iris-setosa
+105,5.003647490906069,2.0000004921642818,3.4685829072160628,1.0027315759527726,Iris-versicolor
+106,6.081310642988018,2.814308983486129,4.691352817860686,1.149653561890648,Iris-versicolor
+107,5.655186092929723,3.0,4.475035749606082,1.4878063247093285,Iris-versicolor
+108,6.5699734036624715,3.0,4.363125858558585,1.3815546227524989,Iris-versicolor
+109,6.111360625208076,2.8014953944344407,4.699351938234726,1.2119760647604028,Iris-versicolor
+110,6.287317855631279,2.893376074495966,5.60740173186628,1.815525636119771,Iris-virginica
+111,5.5883320740363205,2.743302757138514,4.4978707914294445,1.2795781636015944,Iris-versicolor
+112,7.683117171574376,2.6012746652488925,6.899999004059749,2.299675724601058,Iris-virginica
+113,6.236488102753391,3.404092877932098,5.631098910752062,2.4039516548958177,Iris-virginica
+114,4.4,2.9037999924802627,1.402629930506261,0.1938450064544262,Iris-setosa
+115,5.109887139205531,3.6748730010889794,1.6596167222806728,0.44234243894277037,Iris-setosa
+116,5.5075442833515265,2.6130911516220636,4.408787696119149,1.2247154530252347,Iris-versicolor
+117,6.872192807338214,3.196305851016464,5.83285427715933,2.2946497339078844,Iris-virginica
+118,5.190799462869185,2.714513469873096,3.8372508590411845,1.3990878271616347,Iris-versicolor
+119,6.418796762851969,3.0,4.415137644393468,1.3820962363679454,Iris-versicolor

iris/tab_ddpm/3/16/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/16/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.956119389793028,2.4471578397132765,3.3312072755527113,1.0417141024250678,Iris-versicolor
+1,6.686210402193998,3.1032787118355736,4.72749693438568,1.4978467146606724,Iris-versicolor
+2,5.379591139196916,3.404403741550247,1.495855421584362,0.3809230568700685,Iris-setosa
+3,5.32818184989415,3.6689423359940125,1.49606475317394,0.20467833357958584,Iris-setosa
+4,6.869461167082772,3.205181846351453,5.74250848068454,2.3067842672022785,Iris-virginica
+5,4.594233405491202,3.6051373662433597,1.000000590503633,0.19986910795972496,Iris-setosa
+6,5.526695587406088,2.4076370543188403,3.680086459379551,1.0111455609185962,Iris-versicolor
+7,6.254276583191588,2.905903661953676,5.593991154729908,1.8140974148988893,Iris-virginica
+8,4.996395025088247,3.39456804454109,1.6071398734357603,0.39083157304201416,Iris-setosa
+9,7.241443755133016,2.8821270495147133,6.255193433286591,1.7842499231609406,Iris-virginica
+10,6.1114103751232705,2.609663877333733,5.601023040414163,1.4018812045349618,Iris-virginica
+11,7.07451624380996,3.0,5.948312308520264,2.0942974616789325,Iris-virginica
+12,6.412222682789839,3.242537633439637,4.728824456084061,1.5380103342643001,Iris-versicolor
+13,6.498279506716979,3.189222554896439,5.082318941570491,1.9496181772560217,Iris-virginica
+14,6.745421540657319,3.179210328066526,5.698273222206945,2.149942732164434,Iris-virginica
+15,4.4,2.910001565472655,1.4004445074269736,0.19960136717731175,Iris-setosa
+16,6.269889983848397,2.5000711244643448,5.039889477955296,1.8995329312020226,Iris-virginica
+17,6.47928854493947,3.0,5.792020618572693,2.2279464448649056,Iris-virginica
+18,5.400513843429573,3.9,1.3074273116553865,0.43804038059258577,Iris-setosa
+19,5.224784226984348,2.706070564694416,3.8791255320008426,1.397541837797302,Iris-versicolor
+20,6.514797282288241,3.2121087145033433,5.0366177311360865,2.0109473205446227,Iris-virginica
+21,6.706502902344987,3.3229435175275306,5.698656817322639,2.5,Iris-virginica
+22,5.098034359894579,3.6909293061858564,1.4977443417168494,0.4365305277629852,Iris-setosa
+23,4.59229407879332,3.61770139855998,1.0,0.2029019041148334,Iris-setosa
+24,5.68498703445362,3.7895503878125596,1.6403719900365838,0.2994261536112687,Iris-setosa
+25,6.50395659692337,3.0,5.7999666378947365,2.187566519650154,Iris-virginica
+26,5.008225685508338,3.5685890352098273,1.4038881541804498,0.20670742428603625,Iris-setosa
+27,5.1658604763125044,3.471904866062871,1.4097027761367298,0.19827782182847534,Iris-setosa
+28,5.980202939544286,3.3958456264870462,4.465405313996869,1.5438852556209117,Iris-versicolor
+29,5.731955976008421,2.7896001536767425,4.508256005384018,1.3020030738665913,Iris-versicolor
+30,5.412474386074567,3.407113762367672,1.5800964875226842,0.37338866198883136,Iris-setosa
+31,5.953917297296889,2.6989467572088115,5.123422934958327,1.5862903376456854,Iris-versicolor
+32,5.185351716371534,3.4559065719347575,1.4048782552469354,0.20329401231943858,Iris-setosa
+33,5.910720114866014,3.0,4.203383482145233,1.5051096073017216,Iris-versicolor
+34,4.966493664614075,3.178276034111424,1.414425352518734,0.20038945588586476,Iris-setosa
+35,5.6264213669076675,3.0,4.533208079872005,1.5021819415523416,Iris-versicolor
+36,5.3120537190421455,3.701718860390394,1.4931448176804807,0.19757428319746634,Iris-setosa
+37,6.701730411254269,3.1240170284662057,4.684135641536997,1.5098793300536435,Iris-versicolor
+38,6.210880599552166,3.1870724511758923,4.524107494503915,1.5046745710213352,Iris-versicolor
+39,6.015477563438749,2.7407909093543843,5.025145564434642,1.571618081160388,Iris-versicolor
+40,6.965659681785291,3.1108937145210778,5.757649335858769,2.2424954093408758,Iris-virginica
+41,4.998882376267083,3.376461140453477,1.6651200559264416,0.3603456330830614,Iris-setosa
+42,7.742783231311913,2.5799496551643992,6.9,2.32802942506364,Iris-virginica
+43,5.295478356977727,3.71438614277088,1.4930386763558026,0.20326994306963422,Iris-setosa
+44,5.393088465510235,3.400314694407713,1.4996591623032296,0.23228053415352226,Iris-setosa
+45,7.597998764313412,3.0,6.621620390679979,2.0768679997900295,Iris-virginica
+46,4.4,3.206943896230978,1.2767329813002466,0.19900558759020642,Iris-setosa
+47,5.734370214768406,2.540951153686068,4.141134947531444,1.1149680963078077,Iris-versicolor
+48,4.889423377250594,3.0754669235367738,1.488782077260677,0.1,Iris-setosa
+49,4.593429755929308,3.5907252684133084,1.0000003913037923,0.19810105874583236,Iris-setosa
+50,6.4064194988137935,3.2323198107698627,4.662623873246044,1.5596485868404408,Iris-versicolor
+51,6.004369959216439,2.195265214449748,4.9606597088163795,1.498076347881105,Iris-virginica
+52,4.925907038396607,2.4249518418731424,3.18995641502889,1.0126741242064035,Iris-versicolor
+53,5.8100783563576055,2.6989876076226866,4.007391154063939,0.857972389149388,Iris-versicolor
+54,5.378778650586463,3.9,1.3019425138340013,0.3813418578109687,Iris-setosa
+55,6.028553930437219,2.9747354990874606,4.517785194679645,1.4639351664995333,Iris-versicolor
+56,4.619826934918249,3.5939867101783247,1.0000004090582963,0.20969731182833395,Iris-setosa
+57,5.118103167716438,3.7901149028775367,1.63264575864509,0.20186962708698425,Iris-setosa
+58,5.759750221554349,3.0,4.298011809088145,1.4700320347766551,Iris-versicolor
+59,6.01612998845315,2.7261407947670264,4.95950057344595,1.5934197042323233,Iris-versicolor
+60,6.235762713825211,3.0689419332718586,4.615390973684979,1.4863994493754604,Iris-versicolor
+61,6.2268558162791505,2.836938657812336,4.479174288897202,1.2206918664312698,Iris-versicolor
+62,5.1819875777676465,2.686341866614282,3.805927781057189,1.365242605854545,Iris-versicolor
+63,6.682457454855513,3.0877548507943215,4.673587654088466,1.492734685175702,Iris-versicolor
+64,4.4932883051446035,2.328158879985871,1.294715672735841,0.3743868048727251,Iris-setosa
+65,5.392781128324977,3.389828838454842,1.5847121919048268,0.20553123899677395,Iris-setosa
+66,6.258347391214033,2.255159813882994,4.394105691540775,1.3449775694123385,Iris-versicolor
+67,4.601597172862252,3.6226654503800337,1.000000415236842,0.20062833533381985,Iris-setosa
+68,6.840919247060418,3.216498244628953,5.624598302814118,2.301891753599006,Iris-virginica
+69,4.594133158807205,3.4108866465983505,1.40215961899502,0.4087300897458504,Iris-setosa
+70,6.865802628735546,3.101909754962447,5.1250455948162745,2.3069609932415904,Iris-virginica
+71,5.272646397010436,3.7360196077619454,1.4965777972109235,0.20713066682559694,Iris-setosa
+72,6.679636004609793,3.2684616286999835,5.736956632766988,2.114534928806616,Iris-virginica
+73,5.945289387723027,3.3780710680115917,4.460731807418754,1.557995678662745,Iris-versicolor
+74,5.001290389975617,2.0,3.4903600806005883,1.0227186631284686,Iris-versicolor
+75,5.015556768297805,2.000000600970102,3.5171521113659874,0.8488310738860789,Iris-versicolor
+76,4.857857039634842,3.0,1.400154980274678,0.2841353560173246,Iris-setosa
+77,4.910955232191283,3.0,1.4013568015753513,0.20160556173207927,Iris-setosa
+78,6.090246211912299,2.6105857662999408,5.596632664738944,1.3897223345821395,Iris-virginica
+79,5.6324721551896015,2.924011768219374,3.842593341926179,1.311507653747972,Iris-versicolor
+80,7.2980590320059235,2.8979116879229756,6.254402859579748,1.7770589694819847,Iris-virginica
+81,5.229920854076987,2.7370674563078583,4.0184524673105235,1.4063179125201275,Iris-versicolor
+82,5.965325321259624,2.183113828644515,4.974780842712985,1.4913511599465474,Iris-virginica
+83,5.869588734437253,3.0,4.2245113542642105,1.4985803500815722,Iris-versicolor
+84,5.384056708342107,3.3887720924772733,1.612906203194687,0.19729146501961004,Iris-setosa
+85,6.067470505445662,2.591417087140797,5.624995315010746,1.4045666904651049,Iris-virginica
+86,5.766249995547177,3.0,4.246610672328489,1.4911920911973267,Iris-versicolor
+87,5.989854595155734,2.7297901035263927,5.044851213229613,1.5861209412403035,Iris-versicolor
+88,7.158199805405786,3.0,6.092858993810274,2.099583831382174,Iris-virginica
+89,7.71488939912878,2.7977519679450866,6.70400288630442,1.993336328258199,Iris-virginica
+90,4.64991388255798,3.396920715842139,1.4443392910917727,0.24281440575372054,Iris-setosa
+91,4.83211848664374,3.3864591350427475,1.624234729196091,0.19905040265626545,Iris-setosa
+92,5.691737446269773,2.8610578068190518,4.071287824308493,1.2451133904877445,Iris-versicolor
+93,6.831871405795006,3.0761172196343556,5.064372819161436,2.287289663300734,Iris-virginica
+94,5.381372064601328,3.400944322622957,1.5548244433510277,0.2038945326083791,Iris-setosa
+95,5.135089370472235,3.79338439752823,1.4923417202386837,0.20154514419305689,Iris-setosa
+96,6.452334906798365,2.962091326026346,5.554712443440033,1.7853647954576168,Iris-virginica
+97,6.29905750135633,2.849522329590986,4.314828691836963,1.2170516635154431,Iris-versicolor
+98,5.47472696396225,2.4117502555620596,3.7363526862254237,1.0163461656057438,Iris-versicolor
+99,6.314652071581037,2.4905111370680597,5.042091509048418,1.9105803868143367,Iris-virginica
+100,5.89201500971502,3.0,5.142011095004145,1.8111350256276162,Iris-virginica
+101,6.130721635184891,2.60056193772469,5.611288723666096,1.395776190771151,Iris-virginica
+102,5.421354738127608,3.8999992897379796,1.2708103244047817,0.40329337296041734,Iris-setosa
+103,7.7230609867760425,2.7740701891714705,6.7192175509643475,2.009291427889927,Iris-virginica
+104,6.9318079112173905,3.092627504440395,5.165726546785961,2.3030184496129698,Iris-virginica
+105,6.683151134415615,3.315074618489624,5.666062326238736,2.4999996373895375,Iris-virginica
+106,5.641350064095504,3.0,4.478848708920627,1.5093421948039747,Iris-versicolor
+107,7.899998838056391,3.8023400624739945,6.396411431572807,2.0228006394600686,Iris-virginica
+108,5.238806224134014,2.7041647057169853,3.987692255033246,1.3995716662580866,Iris-versicolor
+109,4.905637398739331,2.3713658866375456,3.320320233745219,1.0252894793127139,Iris-versicolor
+110,6.003457123693189,2.1886201794351265,4.999673898363369,1.5016304256974855,Iris-virginica
+111,4.582087590041061,3.613971986412597,1.0,0.19703684443202724,Iris-setosa
+112,6.805408912978978,3.2004575757824965,5.773440536571333,2.3051868881429884,Iris-virginica
+113,5.59970999008625,3.0,4.500227818725688,1.5032554008031869,Iris-versicolor
+114,6.2860260999845,3.27726797645268,4.718267439378429,1.5860148376692043,Iris-versicolor
+115,5.108138905563901,3.5310068680513735,1.4307788979263607,0.3560089116935097,Iris-setosa
+116,5.792305705120054,2.7054164578243474,5.074701847406042,1.8768799111772383,Iris-virginica
+117,6.0459179737139985,3.0,4.540658694381878,1.3736036745445355,Iris-versicolor
+118,6.815850769075506,3.2068855232721685,5.857886669004475,2.312596475840866,Iris-virginica
+119,6.29677767126368,3.299249010285761,4.682528517683804,1.5669003480169974,Iris-versicolor

iris/tab_ddpm/3/17/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/17/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.794103940397004,6.365679269758956,2.004023628194896,Iris-virginica
+1,4.822392614242877,3.393210213202784,1.5547018047566692,0.19796755876940403,Iris-setosa
+2,5.213175801584713,2.6966597635340133,3.9537210083276184,1.389785346389933,Iris-versicolor
+3,6.724882991795668,3.1002158090831,4.692983647595836,1.4889621057062357,Iris-versicolor
+4,5.074857502004654,2.4988859573129796,3.0129412572710583,1.0905245105168284,Iris-versicolor
+5,5.199239841141128,3.3848388553650017,1.371753901478923,0.19955711839546686,Iris-setosa
+6,5.678799837904211,3.802330629199762,1.6538401334469228,0.29420453197736607,Iris-setosa
+7,5.196849904401472,3.3981488262587494,1.4082231633432933,0.19957584326761926,Iris-setosa
+8,4.828251173986722,3.40919948369293,1.6413138216157026,0.20079490367801273,Iris-setosa
+9,6.708377728741111,3.294023376277671,5.699255679535857,2.1016880708508126,Iris-virginica
+10,6.9934945489441365,3.2080140889890982,5.734040705172248,2.304490277621465,Iris-virginica
+11,5.306311089000584,3.6861165805310736,1.4985779433506143,0.2069082732220294,Iris-setosa
+12,7.899998383192678,3.7932417572591675,6.350771075291357,1.984050139479992,Iris-virginica
+13,5.575834240319468,3.0,4.090321770033865,1.3034003385757351,Iris-versicolor
+14,6.268559945759456,2.2624585192599307,4.3857971885559035,1.3211486714444118,Iris-versicolor
+15,6.494196384430738,3.0,5.7947581973517,2.2296019068214834,Iris-virginica
+16,7.706007351750812,2.809229456637909,6.712545991924252,1.9839373452448796,Iris-virginica
+17,6.2544238047396,2.515669035441185,4.8111234609879965,1.4950132815593984,Iris-versicolor
+18,6.82373536644895,3.1971919427230104,5.742547951560449,2.2906790144903018,Iris-virginica
+19,6.967933687072935,3.1612349322464808,5.7304305493111904,2.3195084150811884,Iris-virginica
+20,6.022447102953441,2.193648999633752,4.975268286752425,1.5013759498650785,Iris-virginica
+21,6.802665335423477,3.2345158544668733,5.732417262871418,2.2542659325853633,Iris-virginica
+22,6.703472251136076,3.2849153891234493,5.678595917936063,2.4999994836472395,Iris-virginica
+23,5.712271904966922,3.7953294436134306,1.629851658888724,0.2975255815520454,Iris-setosa
+24,5.516344666543211,2.4256419433757195,3.726818156918472,0.9958987464226097,Iris-versicolor
+25,6.4516074046046885,2.9219284277812445,4.2939052011219685,1.3108698312860638,Iris-versicolor
+26,5.363579992503103,3.391283514480189,1.490849633416413,0.2877276276466964,Iris-setosa
+27,4.824815498925379,3.4062392630784326,1.6320166786223382,0.20086046178266595,Iris-setosa
+28,6.50163240057086,3.0,5.795044096195907,2.2025735069288355,Iris-virginica
+29,7.9,3.8191098626278985,6.446879595080128,2.0165807999140415,Iris-virginica
+30,6.957268708421786,3.121724160028052,5.114473515857199,2.296460114269567,Iris-virginica
+31,6.669444348085369,3.315055570285938,5.71500606849438,2.5,Iris-virginica
+32,6.012279167617349,3.390670792420386,4.4867510892879015,1.6056715582753753,Iris-versicolor
+33,6.3149048762342845,2.503299157960892,4.924122178393019,1.5107145345825312,Iris-versicolor
+34,5.866267565940764,3.0,4.214038763030258,1.492679497640764,Iris-versicolor
+35,5.501405361749198,2.5973256013328396,4.411009070326409,1.1923288254274573,Iris-versicolor
+36,6.5961359102996555,3.258440618186221,5.38183060274179,2.095953867711028,Iris-virginica
+37,6.707505330078467,3.1161628537058395,4.718899351697522,1.50246800358863,Iris-versicolor
+38,4.808690384925181,3.3984641358633785,1.6451274650266354,0.2028512487048697,Iris-setosa
+39,5.1844482011277675,2.688203512092563,3.8684894346447765,1.3876261394560476,Iris-versicolor
+40,4.81669222900205,3.3945386592009346,1.795029229933937,0.20288333426470284,Iris-setosa
+41,6.406795990795825,2.9714951153832208,5.568332654353016,1.814099827642171,Iris-virginica
+42,6.340794003397867,3.37362605915428,5.601281257842467,2.3861458745878696,Iris-virginica
+43,4.6968145555031136,3.432860314007811,1.40190354192885,0.2884081773898553,Iris-setosa
+44,6.6925446653972465,3.277647048481384,5.7162424353285886,2.1016283976204244,Iris-virginica
+45,4.845246810672163,3.4073786323755333,1.5619093053316464,0.20800741672056322,Iris-setosa
+46,5.8079665178200255,2.723668058931565,4.202328813429243,0.973725206932254,Iris-versicolor
+47,4.8038945842780985,3.0,1.4000966650716133,0.28645716182432474,Iris-setosa
+48,4.816303902498653,3.3993903410401503,1.6982341142184587,0.20107944387964707,Iris-setosa
+49,6.694979532044873,3.1007212020277564,4.688410972632655,1.5042164332348404,Iris-versicolor
+50,6.297220461134463,2.2764456216545588,4.451237106310446,1.3366175885656748,Iris-versicolor
+51,4.906047410872551,3.0,1.402938246274285,0.19873558891381815,Iris-setosa
+52,5.1368323481820735,3.703257881754788,1.7198688946899905,0.4041650299923282,Iris-setosa
+53,4.611347341052916,3.6048040897117657,1.0,0.20517213811490567,Iris-setosa
+54,4.962734715206647,2.0,3.440835501828939,1.0361133143128272,Iris-versicolor
+55,5.568445756706721,2.894518050818586,3.556551627135204,1.3006998106912142,Iris-versicolor
+56,6.794398787166381,2.8049483587545967,4.781368436156792,1.4012199606034914,Iris-versicolor
+57,5.621369990230089,2.895377266229386,3.672431426376857,1.304944634867924,Iris-versicolor
+58,4.59917713117911,3.634683969258026,1.0,0.1970576880698881,Iris-setosa
+59,4.992452775100029,3.6482663567676257,1.4071428840649471,0.1983948763182543,Iris-setosa
+60,6.800144365237542,2.8042323541310807,4.797510071511359,1.3984343298496862,Iris-versicolor
+61,6.074426835174862,2.9955880777468886,4.6079332682181455,1.3751419554767839,Iris-versicolor
+62,5.251768739255093,3.403655197842284,1.4104689036545788,0.19986694727722915,Iris-setosa
+63,7.704804851958494,2.616517800963516,6.899998982875301,2.3015820612397904,Iris-virginica
+64,6.303909443109593,2.2896821887991314,4.407900508145582,1.3120035958165066,Iris-versicolor
+65,4.805555379067055,3.0,1.4019557856752534,0.10000009621150978,Iris-setosa
+66,4.400000490244152,2.9082183314892833,1.3913991837071233,0.20102755061192035,Iris-setosa
+67,6.535239562162244,2.9849180098549657,4.368768319791062,1.376035953965829,Iris-versicolor
+68,6.809645666442403,3.173346078979274,5.817010262426792,2.3051283065782826,Iris-virginica
+69,5.093726766897189,3.702165594584728,1.494619554742374,0.37052868532222916,Iris-setosa
+70,6.328218871479463,2.896937349949531,5.599515261323038,1.7908226484371281,Iris-virginica
+71,6.699306024457429,3.0927799519010897,4.68432899866556,1.506883782018938,Iris-versicolor
+72,6.688219682787518,2.498124795768524,5.8477899647462515,1.7745125422807964,Iris-virginica
+73,6.428878390300946,2.9115154210410186,4.318912697929339,1.3093145087411375,Iris-versicolor
+74,5.791448271484033,2.703900915727305,5.079019250965538,1.8898726683843097,Iris-virginica
+75,7.677784159745791,2.6081435206708283,6.9,2.285987200031091,Iris-virginica
+76,6.888236954410626,3.1959039450215263,5.723010391154802,2.2960622395897015,Iris-virginica
+77,7.683121484427291,2.852719100095838,6.680855106349838,2.024110990506217,Iris-virginica
+78,5.101248950578089,3.483820411056837,1.3911066128424618,0.292329186385747,Iris-setosa
+79,5.887019986441593,3.0,5.056751484336241,1.7793898134555832,Iris-virginica
+80,6.068388672025277,2.6851483928234017,4.422896896325478,1.0873129175451381,Iris-versicolor
+81,4.400000583414838,3.1841670227324954,1.263000751948256,0.198568370401167,Iris-setosa
+82,6.468291263094414,3.212851414313371,5.097208787069026,1.998823878810902,Iris-virginica
+83,6.743455245389032,2.5153527653922243,6.097212188308469,1.8294710193795112,Iris-virginica
+84,5.508977250226047,2.6175854196711086,4.428030301063666,1.23149322837974,Iris-versicolor
+85,5.392471468016648,2.564773939673069,4.304303229877133,1.1415065502112383,Iris-versicolor
+86,4.622624616687383,3.6385993546967805,1.0,0.19210858891476557,Iris-setosa
+87,6.489901442195386,3.204826146369942,5.0882464500357445,2.0235985175223727,Iris-virginica
+88,6.723490361572902,3.2856333952113563,5.73867728263061,2.097780638413604,Iris-virginica
+89,4.847660926937685,3.0455967533983066,1.4744501959281908,0.10000009309626913,Iris-setosa
+90,5.483403385017954,2.5948976170223625,4.354543830579731,1.1930498743855402,Iris-versicolor
+91,5.590927056669996,2.51029728003639,3.9510677524904363,1.1268574878287239,Iris-versicolor
+92,5.090648770908988,3.5037335701524,1.4025776858503765,0.19778943961617407,Iris-setosa
+93,4.400000505107301,3.1685072512556256,1.2976998575051941,0.1951065859833786,Iris-setosa
+94,5.889781673692738,3.0,4.233274584006101,1.4993702350899087,Iris-versicolor
+95,5.145304143923543,2.501689025384238,3.113850744303349,1.0842510751561998,Iris-versicolor
+96,4.982311761845256,2.0,3.438249124940158,0.8360979478629331,Iris-versicolor
+97,4.503759372996224,2.273390514062973,1.29808669521537,0.29861776196936574,Iris-setosa
+98,5.604659662023851,3.0,4.0518138614352655,1.2879730363158304,Iris-versicolor
+99,4.487757135981914,2.2741768938903144,1.2881455177947696,0.28918495120481363,Iris-setosa
+100,4.892502942018374,3.1142871151400398,1.480515735172964,0.10000009996789658,Iris-setosa
+101,4.988585344193171,2.0,3.2380219030287467,0.9326618449812805,Iris-versicolor
+102,6.264993536333202,2.475097743728764,5.001972142961589,1.8770583472821194,Iris-virginica
+103,6.467374151886239,3.0,5.798633783036129,2.2095544436623045,Iris-virginica
+104,6.486640170347049,3.0,5.793649183943424,2.203825367401955,Iris-virginica
+105,5.794169743606918,2.717416291741803,4.292311560012552,1.0306885588791128,Iris-versicolor
+106,5.72080564329748,2.7999261007550316,4.104647493409254,1.1517692496660181,Iris-versicolor
+107,6.300134233271646,2.898111495596633,5.613829687288215,1.824306587889331,Iris-virginica
+108,5.103038014401707,3.5028399337745113,1.403513436226966,0.3082181383317809,Iris-setosa
+109,6.933447477165925,3.1876760385522522,5.740692945046841,2.3151221109316524,Iris-virginica
+110,4.400000444679749,2.916182266581437,1.389805262742689,0.19892613020688638,Iris-setosa
+111,6.073312296349991,2.512466990672283,5.509403028921767,1.4280176720417257,Iris-virginica
+112,4.829593388941514,3.0,1.401378749030116,0.1,Iris-setosa
+113,5.887282640242659,3.0,5.076120245490803,1.8151912358417737,Iris-virginica
+114,7.2387560410072425,2.868675714772767,6.186107627474216,1.7681878091743661,Iris-virginica
+115,6.3036553113699965,2.9023308958058434,5.598374073882104,1.8021096484517067,Iris-virginica
+116,5.860985763892977,2.6949154948329688,4.23721582322435,0.9956537364709916,Iris-versicolor
+117,4.4,3.1836885211960064,1.3094291720040643,0.20081388772868566,Iris-setosa
+118,6.139505147332055,2.618198722891187,5.6137184793129595,1.455878721655268,Iris-virginica
+119,5.078596124638565,3.498212112923716,1.3909155214365025,0.1966483383119884,Iris-setosa

iris/tab_ddpm/3/18/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/18/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.135189668075407,2.6013802151193026,5.603093958866847,1.3954488020527902,Iris-virginica
+1,5.100706004626292,3.504472280617608,1.3724842920902898,0.3141546788482465,Iris-setosa
+2,6.708112823357358,2.477730176546145,5.790172164662046,1.7887381905902777,Iris-virginica
+3,5.91669755649583,3.0,5.092995198880592,1.7974696088257787,Iris-virginica
+4,7.899998288311895,3.799938956546812,6.403527193245512,2.0092287826829476,Iris-virginica
+5,6.513406295936045,3.0,5.505014221607973,1.8409570283884007,Iris-virginica
+6,5.191198263068113,3.398738499500204,1.409085302635482,0.20346515517726876,Iris-setosa
+7,6.485912746311826,3.0,5.499821008622709,1.8152623313262226,Iris-virginica
+8,6.792666120273764,2.8048925030564202,4.843855872831231,1.4107283533463706,Iris-versicolor
+9,6.298194882983812,2.8346466262470074,5.636328748297987,1.803287420471706,Iris-virginica
+10,4.905044180240055,3.088560726701722,1.7157018129340549,0.10000010411108916,Iris-setosa
+11,6.012545682155276,3.386515275007842,4.489846187944867,1.6144911183915691,Iris-versicolor
+12,5.52536772604454,2.601458831434293,4.370735704690493,1.2049851119316857,Iris-versicolor
+13,6.028144429649245,2.6914569159188764,5.084891901504143,1.5660047344636732,Iris-versicolor
+14,7.722495152484841,2.785758383330959,6.727993623033537,2.025634434439337,Iris-virginica
+15,5.086053379876548,3.5061216041842536,1.383967023205863,0.20033274811946605,Iris-setosa
+16,6.09079890804325,3.0,4.590726363406179,1.3908055702797344,Iris-versicolor
+17,5.735115098974801,2.7015048009765272,5.0632907591027045,1.9013493691187844,Iris-virginica
+18,6.39379242323706,2.8910885953976937,4.323442029760426,1.2953496961906485,Iris-versicolor
+19,6.315509595430283,2.8981764214946613,5.590125630365431,1.7966998451464007,Iris-virginica
+20,6.244846643185477,2.8919614109691842,5.600652140376104,1.7960001453138499,Iris-virginica
+21,6.0881650456460035,2.590879651798785,5.607271881944942,1.4009717150360186,Iris-virginica
+22,5.420940622597897,3.899999536027062,1.312162614269922,0.37202403049809896,Iris-setosa
+23,4.906048453656186,3.0,1.3951048045632148,0.1966833310878322,Iris-setosa
+24,7.357257938528335,2.8980435635582884,6.392651406622278,1.7990889893733557,Iris-virginica
+25,7.2832692561256325,2.913501882164263,6.199336759241126,1.8035794372950757,Iris-virginica
+26,6.691281208097383,3.3152979111268595,5.682555089756007,2.5,Iris-virginica
+27,5.710190102469968,2.699545846247514,4.356550864204602,1.1206213965425442,Iris-versicolor
+28,5.832575398471834,2.7024534691120174,4.057497836804615,1.0080591933026317,Iris-versicolor
+29,6.697163105288763,3.326625131046883,5.699931703896636,2.5,Iris-virginica
+30,6.2489124945142445,3.4032822037947748,5.571719652966421,2.4074190164508082,Iris-virginica
+31,7.659084212836985,2.609270942429035,6.89999887713655,2.2889818005422327,Iris-virginica
+32,6.016199227677678,2.2157426359439576,4.990162016887319,1.5029388078249841,Iris-virginica
+33,4.605064441485566,3.5984405808225564,1.0,0.19925085127066572,Iris-setosa
+34,6.932154187080526,3.1963299072325926,5.638205006378395,2.3045339043639284,Iris-virginica
+35,4.9120307609908265,2.416441610008839,3.205449951425549,0.998548363407288,Iris-versicolor
+36,6.807861309395223,3.0,5.455514683515148,2.1721979898739585,Iris-virginica
+37,5.050187928921247,3.5282745747179005,1.3997583991327673,0.2011139815467865,Iris-setosa
+38,6.514668799206128,3.0,5.51856298683488,1.8360794646968568,Iris-virginica
+39,5.707934443659467,3.795685755219726,1.664972199397389,0.2949001061679839,Iris-setosa
+40,5.991315531172206,2.6810797607460017,5.140464133198313,1.6149179131009208,Iris-versicolor
+41,6.269645804588471,3.3845439906028596,5.630109475354361,2.3952742792688366,Iris-virginica
+42,5.109813069757142,3.4971507378821416,1.398877547084561,0.29603476842359566,Iris-setosa
+43,5.754038176367587,3.0,4.383798508868692,1.5032916244935846,Iris-versicolor
+44,5.9448268151515,3.001707738053898,4.28773662935586,1.5119051383090498,Iris-versicolor
+45,5.411038321357129,3.406048001008114,1.7430107955370417,0.20185771673704145,Iris-setosa
+46,5.0156684862833245,3.3917288270703354,1.7375756716804185,0.3379497716622554,Iris-setosa
+47,5.223309463981464,3.4008287735187115,1.4022931710232733,0.19631327922559622,Iris-setosa
+48,4.607539859776611,3.389710489806121,1.404590005871587,0.30970516597911946,Iris-setosa
+49,5.584274631258718,2.458766038191402,3.7589007059919677,1.045254813412777,Iris-versicolor
+50,7.7064401770595,2.6092661267702626,6.899998755656522,2.356643499533006,Iris-virginica
+51,6.826756256522302,3.0,5.51485941136441,2.0818099820265337,Iris-virginica
+52,5.426129692316205,3.3787704851322222,1.6367606602509732,0.41129361213609567,Iris-setosa
+53,5.615889683175953,3.0,4.474717448205897,1.4915117145329992,Iris-versicolor
+54,6.806412369482858,2.7776029734010366,4.809592392856084,1.3968156177933466,Iris-versicolor
+55,6.710090957631973,2.502536491818915,5.798041682203099,1.7918705259458576,Iris-virginica
+56,4.4967243508063826,2.3211883487596072,1.2895354605614828,0.3241563655312055,Iris-setosa
+57,5.999980992077012,2.8558077063456433,4.575125961849448,1.5043330407386142,Iris-versicolor
+58,5.51812786980135,2.5968587493204587,4.398920464509072,1.2080721590475703,Iris-versicolor
+59,4.789273523942144,3.3769513271156093,1.684557311152789,0.19698347908301705,Iris-setosa
+60,6.376696415264167,2.887877751994683,4.302156264437126,1.2731709036013674,Iris-versicolor
+61,7.9,3.8071026237281034,6.44637007762338,2.0349621413020094,Iris-virginica
+62,6.299436388560611,3.308831436328249,4.727192195508051,1.6008475966541555,Iris-versicolor
+63,5.095519766230409,3.491453567787078,1.388446138703845,0.19822136776927252,Iris-setosa
+64,7.2641515533826775,3.0,6.131262865533613,2.107790924671339,Iris-virginica
+65,7.9,3.767827278822946,6.402993279187426,2.017446150888838,Iris-virginica
+66,4.951299673678248,2.4131602453008236,3.262441439220269,0.9877947846448334,Iris-versicolor
+67,5.180704925160864,3.3990565889665376,1.3993121942674955,0.19832214461057107,Iris-setosa
+68,6.256449972319796,3.237382885478261,4.688119504137285,1.5827058866549295,Iris-versicolor
+69,5.7596461930082885,2.8104911740271783,4.543068604440356,1.3125326644954187,Iris-versicolor
+70,6.932672774067753,3.1099168740882988,5.071947607072195,2.298365005343063,Iris-virginica
+71,6.3874407047682995,2.47355101489844,5.249872606651094,1.875535991938934,Iris-virginica
+72,5.994488344985731,3.400853918753158,4.52032621215659,1.5980135038469085,Iris-versicolor
+73,7.644728000670283,3.0,6.633801673178305,2.0939106065916206,Iris-virginica
+74,7.708114367244476,2.7989570830327613,6.68372573038181,1.9965523826340927,Iris-virginica
+75,4.8879498605154135,2.395382864863294,3.237047811988459,0.9746780513801465,Iris-versicolor
+76,5.609648109618897,3.0,4.188671501244087,1.307854946470453,Iris-versicolor
+77,7.266620020614672,2.871239018432548,6.2435489184704664,1.7839549598123001,Iris-virginica
+78,5.573613439927918,3.0,4.082645275967612,1.3085103281801922,Iris-versicolor
+79,5.670119494732443,2.876221046287159,4.053987800564573,1.2824396418460542,Iris-versicolor
+80,6.500815572586049,3.0,5.787866969193569,2.201701681381329,Iris-virginica
+81,6.177134269516015,3.087588236311832,4.626323680254075,1.4830161296230933,Iris-versicolor
+82,4.900037692174295,3.0634362713485124,1.48909648701229,0.10000011913295703,Iris-setosa
+83,4.975613589579393,2.4473717270781217,3.0508597864001774,1.0267821500776397,Iris-versicolor
+84,6.010400628583866,2.9087776657032376,4.549250838210658,1.482300479845992,Iris-versicolor
+85,4.616909988953501,3.6038595954861865,1.0000003907850554,0.20201932814302564,Iris-setosa
+86,5.398553764475855,3.4464550520901103,1.6507944682173015,0.20035355506204144,Iris-setosa
+87,5.2100199525638455,2.718575815127259,3.9523615955344793,1.3995019493918301,Iris-versicolor
+88,6.049293759886547,3.0,4.5376454356784715,1.451472520487249,Iris-versicolor
+89,5.598061373248383,2.4609304714107783,3.861931124954788,1.083577362502865,Iris-versicolor
+90,6.30472650603809,3.4065997585313417,5.615611031732371,2.4080231476950003,Iris-virginica
+91,5.178188252275605,3.421632380703108,1.5573856398595527,0.4144450009407825,Iris-setosa
+92,5.641228178611329,3.0,4.503116996173374,1.491233427281628,Iris-versicolor
+93,5.827135560138801,2.672892979981951,4.098830026676948,1.0152728675256046,Iris-versicolor
+94,6.947428625985039,3.2148045334611397,5.663141988671945,2.3059871254988713,Iris-virginica
+95,6.687916483086967,3.115032757901205,4.656628237486665,1.4960028426884113,Iris-versicolor
+96,5.7527833980787,2.7180698049725827,5.112571139842711,1.8965135072393207,Iris-virginica
+97,4.4,2.87797235602786,1.400950706446718,0.20244531912792119,Iris-setosa
+98,5.550155811507717,2.4558836817148855,3.798684619149823,1.0633581824079803,Iris-versicolor
+99,4.400000474562916,2.9491825673227,1.3938429577470328,0.20102356864995835,Iris-setosa
+100,5.069168417906347,3.534675803240031,1.394189001182767,0.1984490981927253,Iris-setosa
+101,6.009523790146097,2.6886177474249306,5.1083970051575545,1.6049941910271392,Iris-versicolor
+102,5.127546829920193,3.794727667370248,1.7195491879059808,0.20257865926897528,Iris-setosa
+103,6.084551461142095,2.604976716862561,5.597296653097092,1.3882782696485054,Iris-virginica
+104,5.354274992621644,3.726123467539201,1.4985902163968168,0.2068368467357835,Iris-setosa
+105,5.968939584244519,3.392287302137117,4.445371642384842,1.5933494495786582,Iris-versicolor
+106,5.0904500347463255,3.500986339013941,1.3981796299514215,0.2999024907635739,Iris-setosa
+107,7.605963747894723,3.0,6.608242701814445,2.092667461285107,Iris-virginica
+108,7.327159721805326,2.8834907638493283,6.347775129932342,1.801861806716464,Iris-virginica
+109,4.973628613621416,2.0,3.3533755374916216,0.8983611996463534,Iris-versicolor
+110,4.400000673282987,3.2128791790183144,1.2935569671625522,0.2039228645067239,Iris-setosa
+111,5.369210209102569,3.395089694335475,1.6039035477022674,0.20063442590006034,Iris-setosa
+112,7.177402235357353,3.0,6.056680446338875,2.1154606601494823,Iris-virginica
+113,6.311551279294814,2.2895342796917864,4.384004593278286,1.305299486727176,Iris-versicolor
+114,5.00616507093795,3.601020343342382,1.4004282703482038,0.20044276530591526,Iris-setosa
+115,7.9,3.789103147344025,6.428110649018774,2.006886674431099,Iris-virginica
+116,5.974424435120258,2.8394760499807843,4.607870307131825,1.512466113708357,Iris-versicolor
+117,7.270532528076351,2.8811171068111845,6.285524208634138,1.784999098634936,Iris-virginica
+118,4.788158301327964,3.0,1.4013173116486652,0.29811822452344766,Iris-setosa
+119,4.49778073906754,2.316497093565487,1.2978825096904958,0.3123965060855418,Iris-setosa

iris/tab_ddpm/3/19/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+22,4.6,3.6,1.0,0.2,Iris-setosa
+15,5.7,4.4,1.5,0.4,Iris-setosa
+65,6.7,3.1,4.4,1.4,Iris-versicolor
+11,4.8,3.4,1.6,0.2,Iris-setosa
+42,4.4,3.2,1.3,0.2,Iris-setosa
+146,6.3,2.5,5.0,1.9,Iris-virginica
+51,6.4,3.2,4.5,1.5,Iris-versicolor
+27,5.2,3.5,1.5,0.2,Iris-setosa
+4,5.0,3.6,1.4,0.2,Iris-setosa
+32,5.2,4.1,1.5,0.1,Iris-setosa
+142,5.8,2.7,5.1,1.9,Iris-virginica
+85,6.0,3.4,4.5,1.6,Iris-versicolor
+86,6.7,3.1,4.7,1.5,Iris-versicolor
+16,5.4,3.9,1.3,0.4,Iris-setosa
+10,5.4,3.7,1.5,0.2,Iris-setosa
+81,5.5,2.4,3.7,1.0,Iris-versicolor
+133,6.3,2.8,5.1,1.5,Iris-virginica
+137,6.4,3.1,5.5,1.8,Iris-virginica
+75,6.6,3.0,4.4,1.4,Iris-versicolor
+109,7.2,3.6,6.1,2.5,Iris-virginica
+96,5.7,2.9,4.2,1.3,Iris-versicolor
+105,7.6,3.0,6.6,2.1,Iris-virginica
+66,5.6,3.0,4.5,1.5,Iris-versicolor
+0,5.1,3.5,1.4,0.2,Iris-setosa
+122,7.7,2.8,6.7,2.0,Iris-virginica
+67,5.8,2.7,4.1,1.0,Iris-versicolor
+28,5.2,3.4,1.4,0.2,Iris-setosa
+40,5.0,3.5,1.3,0.3,Iris-setosa
+44,5.1,3.8,1.9,0.4,Iris-setosa
+60,5.0,2.0,3.5,1.0,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/3/19/val.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor

iris/tab_ddpm/3/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.10476051785857,2.6075242137314114,5.569993596567247,1.4120516643908745,Iris-virginica
+1,4.596383013210773,3.6330735722804444,1.0000003820337784,0.2043206215382479,Iris-setosa
+2,6.543497000969505,3.0,5.492863571727898,1.8325125920757832,Iris-virginica
+3,6.831584344405263,2.7839366874981146,4.776860045702816,1.396115982455939,Iris-versicolor
+4,6.288616932385314,3.389652861839643,5.6246067534498945,2.3892242122864102,Iris-virginica
+5,5.028946597996344,2.000000892877647,3.5710264638014673,1.0133380837433168,Iris-versicolor
+6,4.89561914218258,3.0,1.398211614847313,0.1985850575100246,Iris-setosa
+7,4.816608667471232,3.3680239271491623,1.4978421542442897,0.1985128614363109,Iris-setosa
+8,6.709347414332993,3.293582154279112,5.688238508027618,2.499999555594571,Iris-virginica
+9,5.746166677076593,2.837258803463697,4.51985061716836,1.3225231178616754,Iris-versicolor
+10,5.149960355545107,3.6908213727785024,1.6354225324284928,0.4250926787342907,Iris-setosa
+11,6.519654752724082,3.0,5.514614520200059,1.7860031149594375,Iris-virginica
+12,5.9090128925892005,3.0,4.135337782207623,1.502050844009337,Iris-versicolor
+13,6.338185226915907,2.9204852506348127,5.568736391150194,1.790467802033083,Iris-virginica
+14,5.776828589291328,2.690752442299097,5.078268594037992,1.9171849792885802,Iris-virginica
+15,5.721927461893938,2.8728633602761255,4.2432478821446145,1.296250578841792,Iris-versicolor
+16,6.086620714568908,2.583700445965613,5.615195545025072,1.3993257965920358,Iris-virginica
+17,5.342632318112207,3.6896809815337543,1.4980490298637137,0.20067971633843962,Iris-setosa
+18,7.7265002940448815,2.6182183612881276,6.9,2.3036309394563164,Iris-virginica
+19,5.10039920285336,3.593089674929721,1.4321918948921828,0.3675616080511153,Iris-setosa
+20,7.726615294207085,2.602189743595207,6.9,2.3059032782279196,Iris-virginica
+21,6.494138111005676,3.0,5.47970181808687,1.8232434973964524,Iris-virginica
+22,6.027317778543518,2.190155551170492,4.954382280515179,1.5092853341100807,Iris-virginica
+23,6.293466860362788,3.3858082184241303,5.589308300387287,2.404923784424867,Iris-virginica
+24,5.577660170054742,2.529387929472895,3.9980975899056483,1.1099741897451072,Iris-versicolor
+25,5.093364668530994,3.7321663630925004,1.5742362144486874,0.3489226891994187,Iris-setosa
+26,7.707329584822852,2.797805880247903,6.693000412190405,2.0179712769313225,Iris-virginica
+27,5.393333867001019,3.3969597497224853,1.7579895059059236,0.20240979976835774,Iris-setosa
+28,5.1128499508692,3.729033733842526,1.569127429540382,0.2408879451103544,Iris-setosa
+29,5.832504898567498,3.0,4.259400962395408,1.492246847051503,Iris-versicolor
+30,4.400000446953048,3.200192740482216,1.2921106722566529,0.18785927665241614,Iris-setosa
+31,4.584846803700478,3.391411022932091,1.3903836872414044,0.3127880338116473,Iris-setosa
+32,5.575724083757363,2.435944445355204,3.865617076640201,1.0329003361232498,Iris-versicolor
+33,4.982059829405053,2.0000006246337154,3.5256081053878807,1.0375043379715867,Iris-versicolor
+34,7.704151304987394,2.5881598050170855,6.9,2.287866978553156,Iris-virginica
+35,5.0948042612846995,2.0000032061449624,3.5322006000307398,1.0390276311598055,Iris-versicolor
+36,4.9122166040416255,2.3990185592344213,3.383880481994833,0.9942168900998754,Iris-versicolor
+37,7.9,3.7988027042555386,6.405098880295532,2.017052514386805,Iris-virginica
+38,6.700676994118025,3.107006503959681,4.715042774142578,1.4948240352791446,Iris-versicolor
+39,5.391527292987115,3.3983837536258505,1.4931378042069516,0.3670870942340776,Iris-setosa
+40,5.67861476590631,2.9127295336315067,4.084589651881969,1.3068254363461824,Iris-versicolor
+41,5.396237984683364,3.9,1.3100025202979964,0.3679172747932991,Iris-setosa
+42,7.557971606546516,3.0,6.552192356527231,2.087669839486056,Iris-virginica
+43,6.301794494447488,3.2874120858317686,4.717378836100641,1.5864921510045276,Iris-versicolor
+44,5.670392838789017,2.8828482390283057,3.9131394402560873,1.30111262420698,Iris-versicolor
+45,4.913862345400037,2.412994628152669,3.435675387480952,1.024332627922385,Iris-versicolor
+46,4.984194084265959,2.0,3.5629789041153805,0.9774629330292606,Iris-versicolor
+47,6.244555989841138,3.329217850031577,4.642755766332841,1.6472897763729881,Iris-versicolor
+48,6.369834245892401,3.353831228355637,5.618357971217945,2.3786121687392745,Iris-virginica
+49,4.786768319029423,3.0,1.4025135321304985,0.29718165573053024,Iris-setosa
+50,5.598531117477398,2.4947990898407744,3.8079888407328277,1.0961638399149454,Iris-versicolor
+51,5.398864212600109,3.899999576789485,1.2678793187905657,0.3140058804852069,Iris-setosa
+52,4.793394446097654,3.411045378014361,1.5061410600245775,0.19977752110912816,Iris-setosa
+53,5.790800656906081,2.817838963564257,4.547852866775182,1.3076096462711042,Iris-versicolor
+54,5.422149643584918,3.400297948955201,1.6636273058663762,0.19607184499677816,Iris-setosa
+55,6.503944934715108,3.0,5.829967011173201,2.200254251844593,Iris-virginica
+56,5.426386932939038,3.3861174716237032,1.6801285468303662,0.19761926102994565,Iris-setosa
+57,5.755511915328646,2.652447226372513,4.095229017913605,1.0414451986198994,Iris-versicolor
+58,5.206858801574358,2.694043046545952,3.8806562428275435,1.4012181860015744,Iris-versicolor
+59,6.803179238574589,3.224503944666479,5.820508136223783,2.310974529471415,Iris-virginica
+60,6.835100269963942,3.120871483657964,5.994023690298829,2.249524839026478,Iris-virginica
+61,5.819485145156326,3.0,4.339346729612918,1.5023891165986556,Iris-versicolor
+62,6.356662655913444,3.2663953916539983,4.720966665590208,1.5731663946621217,Iris-versicolor
+63,6.01257249393399,2.7183788588746194,5.089699457339931,1.5948012343250513,Iris-versicolor
+64,5.3505930449809656,3.7215276586119934,1.6033629960492035,0.21386011744285344,Iris-setosa
+65,4.4,2.916352005266199,1.4021557075431426,0.20057023037980473,Iris-setosa
+66,5.559805152302156,3.0,4.529367639133807,1.4930313916955402,Iris-versicolor
+67,5.87123374911475,2.8422564857739725,4.59689193782462,1.4825199431634324,Iris-versicolor
+68,6.297612650654033,3.3008352239455103,4.706727066993647,1.5713294468889036,Iris-versicolor
+69,6.87554110226725,3.201338671553738,5.675430507033485,2.31261102047812,Iris-virginica
+70,5.214228536250098,3.4026711211236518,1.4015901901579348,0.19993351328728876,Iris-setosa
+71,5.997259272755253,3.3820808151085355,4.487446970314112,1.61861931594821,Iris-versicolor
+72,5.919631294702006,2.645662354338641,5.065294871697549,1.8976553896789166,Iris-virginica
+73,5.000130557299972,2.0,3.4117842350991334,1.0317023617954062,Iris-versicolor
+74,6.962987144369501,3.185696230594785,5.572066719496244,2.3060023914575534,Iris-virginica
+75,6.252979033374629,2.8442384629130424,5.6042015901344655,1.7970303052994197,Iris-virginica
+76,5.077684630533547,2.493351136966873,3.1206172285847193,1.0906770227269096,Iris-versicolor
+77,5.205707073183951,2.5126832953531975,3.14095238539531,1.1315393681755217,Iris-versicolor
+78,4.504663332783605,2.3192856633472054,1.28411178527488,0.29067069533370843,Iris-setosa
+79,6.104396124343533,2.608471713687497,5.596290381737383,1.3944074385910818,Iris-virginica
+80,4.998147435296209,2.0000008016840303,3.4708301927334504,0.9778505716215502,Iris-versicolor
+81,6.67823044193115,3.088311186895079,4.703221307097433,1.502559772393963,Iris-versicolor
+82,4.802341298791234,3.0,1.4014197163417041,0.30389871881954755,Iris-setosa
+83,5.57469343570947,2.4401480077976534,3.819956766638613,1.08989539461295,Iris-versicolor
+84,4.86799503391355,3.45775255785732,1.362278058593704,0.2837414701242577,Iris-setosa
+85,6.641738500454244,3.2731150122627435,5.617262729153493,2.0922182540591803,Iris-virginica
+86,5.581663239957089,3.0,4.12437155290151,1.3083273323753357,Iris-versicolor
+87,5.60731841655061,2.8770828847801315,3.7297368790121084,1.3021451060683982,Iris-versicolor
+88,6.818689766046746,2.7900682232801106,4.778947205982537,1.399890175755148,Iris-versicolor
+89,6.68826911618214,3.2999113719563242,5.671746623149166,2.0984329454027275,Iris-virginica
+90,5.565354813284671,2.5175394552168564,3.831801819138039,1.0636381222363016,Iris-versicolor
+91,4.9116382918561,2.398874075249763,3.4796900928289127,1.013356321214159,Iris-versicolor
+92,5.220351667162561,3.39616901559523,1.3902622128659439,0.19885693347898964,Iris-setosa
+93,5.660519825924648,2.7560326701801214,4.494407865551395,1.2524032822510096,Iris-versicolor
+94,6.217577951533662,2.8318020126936494,4.589549771018251,1.2235810688292506,Iris-versicolor
+95,6.019147534578437,2.692832915057666,5.017802530372429,1.5777308149836033,Iris-versicolor
+96,6.605624426566193,3.0,4.4330468646933205,1.428242947418071,Iris-versicolor
+97,5.985350508460409,2.2026249592198646,5.045493626495345,1.4917825726327116,Iris-virginica
+98,4.599390901815251,3.601907719118437,1.000000374083735,0.18991829186137693,Iris-setosa
+99,5.325943205284392,2.5035317632641334,3.5739580711949896,1.1241083647959798,Iris-versicolor
+100,5.755204209707022,2.844327976061945,4.466416628082257,1.3026507530066744,Iris-versicolor
+101,5.564012317649798,2.474059184845263,3.917902903051915,1.0733992488194397,Iris-versicolor
+102,5.589331802156793,3.0,4.475215581326513,1.500688711361505,Iris-versicolor
+103,6.68906189762283,3.0500288566789413,4.613495989485255,1.4757167327574792,Iris-versicolor
+104,6.058733822821798,2.803766138074463,4.646280483157648,1.1967520247842538,Iris-versicolor
+105,5.780316980661505,2.737003116729063,5.110345235017243,1.8939584245811028,Iris-virginica
+106,4.400000447678893,2.915834553729024,1.3982041394227371,0.19445844515792235,Iris-setosa
+107,5.071636023978173,3.7978348155360906,1.4983604829780663,0.19919586209586843,Iris-setosa
+108,5.628174150833629,2.5038212526379797,3.8706438148071216,1.1360811310744825,Iris-versicolor
+109,5.409221943766522,3.4009321793540668,1.498922501064896,0.38521974504323453,Iris-setosa
+110,5.4027821095604915,3.402645097159041,1.4962540495507723,0.31292429211554396,Iris-setosa
+111,7.709059467183431,2.6146216773950264,6.9,2.301376652817068,Iris-virginica
+112,6.027605922789001,2.9061223102163316,4.518318024681799,1.4986240346699264,Iris-versicolor
+113,5.501927962126865,2.601696830455846,4.426709540720334,1.2215168448951028,Iris-versicolor
+114,4.750302415863011,3.0,1.401591635240495,0.34951210447835707,Iris-setosa
+115,4.4,2.871022815766353,1.401304667252567,0.20087086651649141,Iris-setosa
+116,5.208010068958992,3.405796405473603,1.402130889849558,0.20241706146725388,Iris-setosa
+117,6.698196231716793,2.5083561997702937,5.7678864345949235,1.7808674884771742,Iris-virginica
+118,6.07056177407664,2.597795502939928,5.582353963408927,1.3986288571815244,Iris-virginica
+119,5.306418823781179,3.7027933160755646,1.4982012893020373,0.20097930635941857,Iris-setosa

iris/tab_ddpm/3/2/test.csv

@@ -0,0 +1,31 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor