a

iris/tab_ddpm/2/0/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.704202869515498,2.6458683023216447,6.899998531921872,2.2841566846623165,Iris-virginica
+1,6.239942696868237,2.796616709316814,5.585042329971924,1.7446699810315232,Iris-virginica
+2,6.305591899939631,2.5024010352427686,4.854692608203261,1.4874093740909824,Iris-versicolor
+3,6.729929556130929,3.305559834885452,5.6997527282146185,2.5,Iris-virginica
+4,5.5956018893298465,2.6990139609613375,4.454132664706816,1.2437638567679934,Iris-versicolor
+5,6.670737192796625,3.3125707523603944,5.64333687639591,2.4999996482801463,Iris-virginica
+6,5.123497077002144,3.7778932629064594,1.496621914107856,0.203649675779885,Iris-setosa
+7,5.614634845856741,2.5119187678880346,3.9299604834973763,1.118411139616806,Iris-versicolor
+8,6.9395042507163645,2.8111067003713575,4.807839609584494,1.4145698480859996,Iris-versicolor
+9,4.8528216062146114,3.046998929696251,1.4830310663635433,0.1,Iris-setosa
+10,5.358340388704722,3.0,4.472987285457581,1.5128974181633554,Iris-versicolor
+11,5.377974289913299,3.6689138604185887,1.5535697678456633,0.19810194069346398,Iris-setosa
+12,5.617194451548049,2.6026318853795365,4.424266251145472,1.202387259935754,Iris-versicolor
+13,5.066644225926381,2.486047647200196,3.134725854249676,1.0823564411083446,Iris-versicolor
+14,5.539236085860781,2.401957370558412,3.7030459676543632,1.075906189162451,Iris-versicolor
+15,6.388310664966826,2.899472451405481,4.347822032396823,1.29591959523309,Iris-versicolor
+16,5.534069248507062,2.602643961246394,4.298018728442494,1.2117292564781388,Iris-versicolor
+17,5.5155192284757675,4.1999992301841385,1.4084586693496883,0.2007763238919393,Iris-setosa
+18,5.890917093580365,2.701365550806809,5.119709416348069,1.866322178365236,Iris-virginica
+19,7.899998931263569,3.7954291067456705,6.368232297402671,2.006496578047663,Iris-virginica
+20,5.098758837782717,3.4635885492557605,1.3987337253679273,0.30440170727269833,Iris-setosa
+21,5.81930119944608,2.6921169754806327,5.095760852343376,1.8960698177342037,Iris-virginica
+22,4.9936421920761385,3.4228552624551134,1.4918523285260168,0.38560006601320723,Iris-setosa
+23,5.472724514010644,2.418200070842472,3.8363939325496883,1.1009866021559127,Iris-versicolor
+24,5.016918170577529,3.2939849492017554,1.4069112238411783,0.1986052583294719,Iris-setosa
+25,5.413485092991894,3.0,4.511430819664609,1.4958424234648762,Iris-versicolor
+26,5.876470940473084,3.178215383707413,4.747234567178106,1.7762737691025912,Iris-versicolor
+27,6.931508995399295,3.0885001409725876,5.1080233389434495,2.2847089564456224,Iris-virginica
+28,6.262001012120459,3.398832733364015,5.555284341124768,2.4107881147473873,Iris-virginica
+29,5.233706139762616,3.3444947949720953,1.6170624784982588,0.436482045185556,Iris-setosa
+30,6.677327540667712,3.32656780962071,5.738836023950017,2.5,Iris-virginica
+31,5.608409113937005,2.5884175734691173,4.259888209452387,1.1885080160114898,Iris-versicolor
+32,4.784638550157101,3.0,1.3920172541203326,0.36558938262740714,Iris-setosa
+33,5.179830440141895,3.3344565547379283,1.6875160448362598,0.326291735391782,Iris-setosa
+34,6.222856633461104,2.2000002992283823,4.559034869454078,1.4627214887525608,Iris-versicolor
+35,7.899999007630103,3.8123359958916856,6.3930118090903445,1.9883014506747865,Iris-virginica
+36,6.816682378213108,2.7893786904204503,4.781621016762057,1.395930166407828,Iris-versicolor
+37,6.24705536868374,2.2,4.57928137573961,1.5005788465204322,Iris-versicolor
+38,6.518076326232453,3.2065128936642235,5.097333139718842,1.991234370450404,Iris-virginica
+39,5.621634971598166,3.0,4.071554890986499,1.3373803512694964,Iris-versicolor
+40,4.621204103708132,3.409808812861524,1.4003213893973936,0.33468637034546983,Iris-setosa
+41,5.380374415341294,3.4023428728140876,1.4962052605463827,0.28835713585906403,Iris-setosa
+42,6.888461874515634,3.0806407116538335,5.101584387127647,2.2901308906567652,Iris-virginica
+43,6.305586585013613,3.3083424260231995,4.672609411216467,1.5867284116515417,Iris-versicolor
+44,6.262695951476363,3.2202707560907737,4.695241980037254,1.5339288344867932,Iris-versicolor
+45,5.996677402180385,2.7820896515336972,4.652590962050151,1.2032823402250363,Iris-versicolor
+46,7.899999009455795,3.7957904576578527,6.423894439775927,1.9896926666826167,Iris-virginica
+47,4.48923930625155,2.301163834102658,1.2954900395636364,0.3380166622736131,Iris-setosa
+48,5.98603369305667,3.0,4.9879872366009534,1.8036854379112413,Iris-virginica
+49,6.710201729853494,3.300482804172789,5.7018466612795695,2.083373275295142,Iris-virginica
+50,7.899998722323006,3.7459190245252416,6.427164942080774,1.993192542267619,Iris-virginica
+51,5.49347569847023,4.1999990918879195,1.4006573047426198,0.2045501030584037,Iris-setosa
+52,5.026576783312949,3.4190420226837257,1.5366621418799147,0.35019405493956035,Iris-setosa
+53,6.295865635258244,3.3902919504727542,5.58929152413647,2.3939122219580233,Iris-virginica
+54,7.9,3.850633784725951,6.4145149643166794,1.9900719372915203,Iris-virginica
+55,5.22909075741158,2.733325897173549,4.090875114815519,1.3789106050742965,Iris-versicolor
+56,6.177853974198025,2.2,4.514209073119098,1.5003369184608206,Iris-versicolor
+57,6.927396147118325,3.203272765323997,5.800791918925642,2.2920920088152603,Iris-virginica
+58,5.112428382711094,3.5605326105542576,1.4098843741406715,0.33988747296088717,Iris-setosa
+59,5.749669562319495,2.8282616768589355,4.544281922963015,1.32082276285755,Iris-versicolor
+60,4.91785334154243,2.401281740121702,3.217355716575267,1.071603203252896,Iris-versicolor
+61,5.166661395230209,3.481471619683188,1.5731084311669177,0.20178283003605108,Iris-setosa
+62,5.155639349434345,3.3407196682609923,1.6153330124798932,0.40250199262716313,Iris-setosa
+63,6.30582917978597,3.4040920859039256,5.580798494491855,2.4036534930100335,Iris-virginica
+64,5.631667507689617,2.6892958079440676,4.225544036138769,1.289520823353205,Iris-versicolor
+65,4.590910523751227,3.200005235993235,1.3917324723338924,0.19887079103593658,Iris-setosa
+66,5.511005052900162,2.4004367771702353,3.870544600811012,1.097333149901533,Iris-versicolor
+67,6.5051383728621115,3.0,5.779094991131593,2.2046108229918184,Iris-virginica
+68,4.795782863401293,3.0,1.4012273368349115,0.31021780312407926,Iris-setosa
+69,5.778603887443219,2.5017287368693086,5.02534728591835,1.9674710183419495,Iris-virginica
+70,6.696926738386349,3.296065705695705,5.742353413655592,2.10835244430457,Iris-virginica
+71,6.685461085465131,3.3066593660068775,5.678567037370196,2.1069239116381593,Iris-virginica
+72,5.8476809980705164,3.211371594704634,4.810495305623585,1.8144808304126758,Iris-versicolor
+73,6.401767016101671,2.9577015453766693,5.52092738598197,1.7862286424248732,Iris-virginica
+74,4.988332820266052,3.183144081248664,1.200000218953649,0.19924699441247123,Iris-setosa
+75,5.028280359476863,3.386917687620822,1.4047410127584463,0.29839793796072017,Iris-setosa
+76,5.279915540128584,3.7333091484147722,1.495818053792125,0.1970108698993152,Iris-setosa
+77,4.488802067453715,2.295367145310545,1.2978652251198302,0.2972060267615539,Iris-setosa
+78,5.488720668621769,2.392005992653801,3.8666359845393745,1.052706442863781,Iris-versicolor
+79,4.9009802959955255,3.102987386426487,1.4967826625635288,0.10000010035143982,Iris-setosa
+80,4.7881260890764175,3.0,1.4092400651743742,0.29807898980956093,Iris-setosa
+81,6.031729892036456,3.264646756753002,4.782611127491622,1.7794067162725393,Iris-versicolor
+82,6.201766795166472,2.2,4.54564024907424,1.506836821441803,Iris-versicolor
+83,5.099540654886562,3.3971566293923527,1.5556029807739438,0.20188094053981268,Iris-setosa
+84,5.916432972698188,3.1759514264774795,4.783839167729852,1.7895479720050198,Iris-versicolor
+85,5.6152009313077125,3.0,4.165955173391562,1.3025831845153364,Iris-versicolor
+86,5.071148576356858,2.4792306208160917,3.041473763652908,1.089731273737199,Iris-versicolor
+87,6.2877681580643445,2.5084288422884895,4.937088903951023,1.5288250535339947,Iris-versicolor
+88,6.701649339031277,3.0,5.0086124416309215,1.6961131567149517,Iris-versicolor
+89,5.356801183253742,3.6949749233562814,1.5259908181362103,0.19976205589331084,Iris-setosa
+90,6.280989998373507,3.2911677000300608,4.676831921278415,1.573587092847724,Iris-versicolor
+91,5.881989497141127,3.0,5.103606562390708,1.801769303586437,Iris-virginica
+92,6.816687475487495,3.0,5.4733858902510475,2.1580439589666427,Iris-virginica
+93,5.252258931240329,3.4048784781496986,1.5955181970644698,0.20556920318395294,Iris-setosa
+94,6.503659523573235,3.0,5.52074414755344,1.793912776885602,Iris-virginica
+95,4.61844161416407,3.4059526813770016,1.3988347552912768,0.3123742175853174,Iris-setosa
+96,4.892267033649454,3.0984998805215693,1.5559161435038824,0.10000009248150714,Iris-setosa
+97,4.889884535542555,3.0968229114840238,1.4938437400153959,0.1,Iris-setosa
+98,6.510441507136641,3.1786565105610873,5.102995292416583,1.9887552402148816,Iris-virginica
+99,6.157985123682338,2.861160572699776,4.495553613295418,1.3248926445144102,Iris-versicolor
+100,5.108328124819613,3.7568229168411422,1.4970637317043614,0.4324170541891698,Iris-setosa
+101,5.769019936831813,2.5501253912524704,5.037593107663969,1.9357648515701595,Iris-virginica
+102,6.510152575953232,3.2034970452900153,5.104651880810731,2.020044903147276,Iris-virginica
+103,4.901047471130771,2.419832201170976,3.3230136216687485,1.0740752852393827,Iris-versicolor
+104,6.07864068076195,3.0,4.578513069771688,1.4042655163291113,Iris-versicolor
+105,6.019585631599054,2.2,5.005988335489712,1.4996243952520316,Iris-virginica
+106,5.911845549771242,3.207564106594636,4.779703163973839,1.7909060568794803,Iris-versicolor
+107,7.9,3.8124557712702076,6.39833866695912,1.9930332141362475,Iris-virginica
+108,6.431554714501243,3.0,5.534867290808661,1.7960353879394546,Iris-virginica
+109,4.400000649998386,2.887375200840944,1.4062532278214266,0.20160722048332375,Iris-setosa
+110,7.899998654874648,3.7659076659507544,6.368800497660545,1.9889879158858406,Iris-virginica
+111,6.111844058329394,2.818886337457642,4.717434421291397,1.1915296904473547,Iris-versicolor
+112,6.273961905206046,3.3047328787723877,4.733751205927458,1.6286844935372293,Iris-versicolor
+113,4.906612988259328,3.095314455398367,1.5104225651483627,0.1,Iris-setosa
+114,6.798067294919022,3.1864706223755803,5.871669741694792,2.2927950386982237,Iris-virginica
+115,5.367258348593674,3.385012812029446,1.760647537797066,0.19878272522777796,Iris-setosa
+116,5.216535635555591,2.719743145120123,3.9740562049075034,1.4204830608225847,Iris-versicolor
+117,6.300290617888158,2.5036104935120664,4.911838656523256,1.5281327196783852,Iris-versicolor
+118,7.899998197184555,3.721259437324801,6.424184961263759,1.9639647671593663,Iris-virginica
+119,5.10252601196576,3.565755538422755,1.3853867988604858,0.3446335716878153,Iris-setosa

iris/tab_ddpm/2/0/test.csv

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

iris/tab_ddpm/2/0/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/0/val.csv

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

iris/tab_ddpm/2/1/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.495858310652182,4.199999004172444,1.4066284612742332,0.2061344736663031,Iris-setosa
+1,4.820858659548524,3.0,1.404294642410723,0.29322266788296625,Iris-setosa
+2,5.655479201831701,3.814269110160125,1.7440959210039453,0.3655428089089387,Iris-setosa
+3,5.502402945284925,4.199999043506341,1.396264658696505,0.2005070741271439,Iris-setosa
+4,5.60290988255803,2.6858228619253497,4.314619605459515,1.2696017124280887,Iris-versicolor
+5,4.993162202132397,3.2671904748821,1.3914392134747837,0.20835277494639956,Iris-setosa
+6,5.515272844363942,2.599705253122793,4.365188273461697,1.2510272394576205,Iris-versicolor
+7,6.694843786131905,3.299562988029267,5.7104368745124505,2.4999996337203867,Iris-virginica
+8,6.322929880092745,3.3064207445276597,4.692815948136775,1.5978743788556373,Iris-versicolor
+9,4.837586978104839,2.406748064725993,3.30480839744385,0.8777599710928623,Iris-versicolor
+10,6.635173499662906,3.0,4.989861394349157,1.6597808839122283,Iris-versicolor
+11,5.555317293875909,2.967383805807327,3.7324375578686895,1.285802515571727,Iris-versicolor
+12,6.511032887071975,3.0,5.510074310782746,1.8031363283138435,Iris-virginica
+13,6.675088748840169,3.0,5.000818786595086,1.725842581793976,Iris-versicolor
+14,4.995920770471542,3.2013663551010065,1.2,0.19987954592524637,Iris-setosa
+15,5.1169690258047185,3.292630587384438,1.721527694754338,0.329161050933043,Iris-setosa
+16,6.22338708344379,2.2000003403858255,4.443144388517705,1.4988397726034144,Iris-versicolor
+17,4.932694324624261,3.0,1.407281334449776,0.2049717237456528,Iris-setosa
+18,6.038852916605363,2.716278446960337,5.0935699028087695,1.6067060739849683,Iris-versicolor
+19,5.986593970621886,3.0,4.881084545993268,1.807909672550652,Iris-virginica
+20,6.841412250916931,3.207076238940775,5.823480196347185,2.292331329717048,Iris-virginica
+21,6.724661255721391,3.290919826754802,5.6854903747074275,2.5,Iris-virginica
+22,7.704282739448233,2.5958230001893816,6.899998686909586,2.3193175457604758,Iris-virginica
+23,6.541576104366031,3.0,5.526181056615035,1.800810977628201,Iris-virginica
+24,7.9,3.7805441969253,6.386635042046013,2.005220985168701,Iris-virginica
+25,5.075084952775977,3.3688599340687593,1.696625782827632,0.23660888350539622,Iris-setosa
+26,5.240124769486566,3.507074482281986,1.6031996711199041,0.20467885396032903,Iris-setosa
+27,6.969840025725056,3.1895035495570014,5.825309252973037,2.2965582536805242,Iris-virginica
+28,7.899998912967597,3.8334441582170324,6.442760275834163,2.0005017285076714,Iris-virginica
+29,5.562440512334004,3.0,4.4340552475379225,1.5542135257655332,Iris-versicolor
+30,6.106348945104933,2.8015489553499364,4.669147191817532,1.1708962245148844,Iris-versicolor
+31,5.7488174179716784,2.7634485907980006,4.467106345770731,1.2445849236489326,Iris-versicolor
+32,6.712001073626664,2.5139560246213843,5.685149403227265,1.801834299578615,Iris-virginica
+33,7.136321950436491,3.0,5.982680420449589,2.0333551513095784,Iris-virginica
+34,7.9,3.819099017424665,6.434393778058908,2.012686291804328,Iris-virginica
+35,5.525475306471909,3.849081939524051,1.7226349427836876,0.3535003580642141,Iris-setosa
+36,6.009331808526496,3.0,4.742053324866867,1.7973523266393934,Iris-virginica
+37,5.547957791587214,3.8386000032719996,1.4971286983121948,0.4527813429811385,Iris-setosa
+38,6.06781026625566,3.0,4.581310412822173,1.3996772707177998,Iris-versicolor
+39,4.9877645320766835,3.201753932391049,1.2,0.19563539804609364,Iris-setosa
+40,4.946699534312864,3.404768168396423,1.3930704906050526,0.28593276746765256,Iris-setosa
+41,4.867601481931316,3.0732488793996144,1.4914123074551706,0.1000001097044023,Iris-setosa
+42,5.991519535899522,2.716151002891489,5.074104154171606,1.575414666225324,Iris-versicolor
+43,6.779407693778915,2.7732158529442135,4.796372106295989,1.3935256306654877,Iris-versicolor
+44,5.692247128593326,2.7819793059204097,4.369082555666272,1.2701033641490707,Iris-versicolor
+45,5.681942107694082,3.792909556442918,1.7867850568336097,0.3141663995121131,Iris-setosa
+46,6.044497498054625,2.2,5.003238068028896,1.5168580865575738,Iris-virginica
+47,6.32009390706302,2.2903487073276816,4.382431429947885,1.2961590607847575,Iris-versicolor
+48,6.06074603982622,3.0,4.56613739933032,1.3937506337532186,Iris-versicolor
+49,5.163329874088357,3.4094998287275136,1.4953796822821352,0.19777158567870162,Iris-setosa
+50,6.283684615620671,3.397355755603919,5.615227430646266,2.4017817941685475,Iris-virginica
+51,4.9013853237703735,3.0,1.39974609281589,0.1984821849974016,Iris-setosa
+52,5.576659005021912,2.660580566366959,4.2593768498673725,1.2602193833391144,Iris-versicolor
+53,7.699703198217142,2.6018875949106395,6.899998728909245,2.3080735428237285,Iris-virginica
+54,5.989867006634185,3.0,4.836187605330058,1.8166357023645954,Iris-virginica
+55,5.095785393571634,3.6891019354460735,1.4979872879096554,0.3899896416412481,Iris-setosa
+56,6.660323131917373,3.2826137878408637,5.654798967005522,2.0949972804870205,Iris-virginica
+57,5.654953045902609,3.0,4.163399401764589,1.3283358472851852,Iris-versicolor
+58,6.31317402104501,2.9413950954680517,5.5560953658532,1.8111727781949973,Iris-virginica
+59,4.87452594941191,3.0,1.40226023340316,0.2182465767975644,Iris-setosa
+60,6.067436346138799,2.8655819093983808,4.604681667466361,1.25054237222193,Iris-versicolor
+61,6.03634610693877,3.0,4.801119452176787,1.806452954014086,Iris-virginica
+62,5.047610860311972,3.4841773608895537,1.6338781319201363,0.32549221402330347,Iris-setosa
+63,4.807718110719121,3.3890750331080057,1.4611841886174906,0.36028029176120047,Iris-setosa
+64,4.600766475801235,3.2071982852576344,1.4057563113021319,0.19660609775865254,Iris-setosa
+65,5.412887940713936,3.0,4.515298833744794,1.5059319474074502,Iris-versicolor
+66,5.096903377293469,2.4503507427272866,3.378370232677455,1.075381028669326,Iris-versicolor
+67,4.850964828334688,2.3857674876653525,3.2622410241421163,0.9753454623427043,Iris-versicolor
+68,5.109861204691582,2.490323141764858,3.0432986052309627,1.058539728515512,Iris-versicolor
+69,4.876697931817288,3.0,1.401208593800588,0.2012999532347152,Iris-setosa
+70,5.364209282895408,3.395216449594269,1.847974892380658,0.2012983764512497,Iris-setosa
+71,5.550154149206114,2.482358554922704,3.9124573025323537,1.1156200169058366,Iris-versicolor
+72,5.119560053257159,3.2967333145555004,1.6585861782858986,0.4976161887193881,Iris-setosa
+73,5.438850201902036,3.0,4.52812369364666,1.5107554379506207,Iris-versicolor
+74,5.544224639525308,2.4375338669596767,3.8313827542741556,1.0716567505406687,Iris-versicolor
+75,5.594284426703457,2.9237022946599427,3.682672673177473,1.2999041267569897,Iris-versicolor
+76,4.918038583562337,2.4101585788202,3.2844069844896495,1.0072545862814852,Iris-versicolor
+77,4.4,2.895699141866613,1.4078693667566688,0.1978048962438576,Iris-setosa
+78,5.770582113948429,2.6692201029195957,5.074833209645211,1.8887557802579806,Iris-virginica
+79,6.305234263962341,2.7051902876439926,4.947085702749984,1.8073226141213024,Iris-virginica
+80,4.8100343454247145,3.0,1.4253010217500046,0.1000001269387388,Iris-setosa
+81,5.101366447235778,3.391400766447148,1.4986863306219267,0.19973047052156595,Iris-setosa
+82,6.094609125035946,2.6002869534333977,5.573245050039001,1.388756642374214,Iris-virginica
+83,6.081575703456575,3.0,4.52326361091321,1.3708616475717423,Iris-versicolor
+84,6.895254202357642,3.085681449101579,5.10455656341682,2.314428213641091,Iris-virginica
+85,6.668495161182376,3.3150815612689652,5.658724499947109,2.4999995682114533,Iris-virginica
+86,7.899998990221935,3.8199948212643315,6.366939263981326,1.996134756719294,Iris-virginica
+87,6.6748798214672584,3.2945128089684457,5.779974343442139,2.4999995829737975,Iris-virginica
+88,7.9,3.829781003542567,6.410269303200997,1.991517906943549,Iris-virginica
+89,4.4,2.915148717524951,1.3921738457931243,0.19777719279103184,Iris-setosa
+90,6.090377862320245,2.5934952496217605,5.598376428197511,1.4056681264582105,Iris-virginica
+91,5.899435898859586,3.206788742883297,4.780004574037377,1.7985038958383734,Iris-versicolor
+92,6.275544102005668,2.5187061486495694,4.9364790956653914,1.5206666723951392,Iris-versicolor
+93,6.408617444565988,2.8972756163529456,4.291297215640307,1.2925410970145998,Iris-versicolor
+94,6.663792380421469,3.3019564154809053,5.68713574052306,2.5,Iris-virginica
+95,5.39628110611609,3.0,4.505865097703214,1.4934065201096518,Iris-versicolor
+96,5.12042276788435,3.495618969841395,1.3935890875446855,0.2974601990342285,Iris-setosa
+97,6.776805323753971,3.11876921783197,5.1237370162174685,2.2833689253860157,Iris-virginica
+98,6.486740065446582,3.200520227590197,5.1036265594002925,1.998545344944286,Iris-virginica
+99,6.690088574347954,2.494602371397751,5.786804490761238,1.7960393071847556,Iris-virginica
+100,7.721013235177421,2.6071308007752667,6.9,2.296833827139892,Iris-virginica
+101,5.396830960791658,3.0,4.542676939314227,1.4911615317609657,Iris-versicolor
+102,5.434773199350334,3.0,4.43635126528035,1.4463002758479115,Iris-versicolor
+103,5.978773977404745,3.0,4.800180256924756,1.798446876567075,Iris-virginica
+104,6.83909020240847,3.0,5.511524131037512,2.0967317038460638,Iris-virginica
+105,5.613713075485521,3.0,4.089107296097881,1.295202735708153,Iris-versicolor
+106,5.67130145306739,2.810089051026109,4.443094259962878,1.2809243210034897,Iris-versicolor
+107,5.595247411665009,3.0,3.8065371155215275,1.3210091486801723,Iris-versicolor
+108,6.713078341480385,3.298471505763508,5.68894382895409,2.5,Iris-virginica
+109,5.541196290432765,2.4964296489351714,4.035860818126785,1.0999666857970873,Iris-versicolor
+110,5.695733358634584,2.4909122161018766,5.004872757535864,1.9895613077803382,Iris-virginica
+111,6.909937960914541,3.2076439264330916,5.744063706725593,2.294301574526924,Iris-virginica
+112,6.652704642183441,3.2982763417090895,5.677908509357609,2.4999996385586742,Iris-virginica
+113,5.439133879771014,4.2,1.3730162658365346,0.20006110030564786,Iris-setosa
+114,4.600159765585276,3.39117649882043,1.3895132983010858,0.2990934298951693,Iris-setosa
+115,4.883387831076733,3.1017730975101165,1.6017220192803978,0.1,Iris-setosa
+116,6.694804256037114,3.297552228532948,5.713940753709411,2.499999577401258,Iris-virginica
+117,6.460369396310638,2.8868778740992718,4.365846799730273,1.266721764922456,Iris-versicolor
+118,5.703520095727166,3.7877856507703904,1.5503399284269843,0.36346866180050497,Iris-setosa
+119,6.2909913924887615,3.2908622265392014,4.695586868512874,1.5679977527974993,Iris-versicolor

iris/tab_ddpm/2/1/test.csv

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

iris/tab_ddpm/2/1/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/1/val.csv

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

iris/tab_ddpm/2/10/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.821777917264138,2.6825858716222384,5.089246692933025,1.8956094178093277,Iris-virginica
+1,6.036588058577035,2.7043690802883624,5.13445074898208,1.6131804134711893,Iris-versicolor
+2,6.002792417931634,3.0,4.810979463881951,1.803604510258464,Iris-virginica
+3,6.2922267543585795,3.2969019714036083,4.667737804626327,1.5817289704574042,Iris-versicolor
+4,6.706293959996982,3.2998786404626848,5.722834271289412,2.4999996366455153,Iris-virginica
+5,5.885438990494894,3.0,4.208490522867868,1.454567821365388,Iris-versicolor
+6,4.857099859261369,2.4133275971653125,3.2436157772802114,0.8186779758901901,Iris-versicolor
+7,6.177740845642749,2.881033053864804,4.503686381373684,1.3244079365128991,Iris-versicolor
+8,6.78218157508155,2.8289170508611217,4.74656560998232,1.4008716754713186,Iris-versicolor
+9,6.733419628832192,3.0,5.487522633554387,2.0907644923552953,Iris-virginica
+10,6.246305881500596,2.2,4.559775960706151,1.4938514500260802,Iris-versicolor
+11,5.922620368092248,3.1750366629266518,4.741847888811058,1.8040947019643074,Iris-versicolor
+12,5.077030923527702,3.3627439896324924,1.4380281956100545,0.34457206895133435,Iris-setosa
+13,6.711348224075907,2.517862845596062,5.857155851516052,1.80232319009422,Iris-virginica
+14,5.076245891268021,3.6617811817156016,1.4785805676747639,0.39112654702709326,Iris-setosa
+15,5.505866573264765,2.394844238839023,3.8235847111060433,1.1019567791189648,Iris-versicolor
+16,5.111254478713667,3.7441276479868875,1.5934563287273231,0.20396393331148935,Iris-setosa
+17,5.9924487625208585,2.2,5.015891853773465,1.4889597333647857,Iris-virginica
+18,5.788625694011064,3.0,4.022027778404798,1.415588985393648,Iris-versicolor
+19,5.868497580555005,3.0,4.263931985850956,1.4309404207659409,Iris-versicolor
+20,5.121709012316103,3.635145811411963,1.495760805934137,0.4371434539935852,Iris-setosa
+21,4.899924705015167,3.0,1.4060548014660628,0.2114053744899358,Iris-setosa
+22,6.111488601639122,3.0,4.610849081250102,1.4038940353657394,Iris-versicolor
+23,6.0450708508565345,2.8145652070922593,4.7176598597053605,1.301056159539293,Iris-versicolor
+24,6.897655887070653,3.127060787973617,5.1004098146311625,2.288671263793331,Iris-virginica
+25,6.574174657015332,3.1870382766741665,5.098256649225036,2.066627855549531,Iris-virginica
+26,4.808331292134255,3.0,1.394045469393128,0.1000001151479727,Iris-setosa
+27,7.9,3.75344639706223,6.352955885830389,1.950907016804706,Iris-virginica
+28,5.342837944501834,3.4099960357107606,1.4864176503254432,0.4810075882912762,Iris-setosa
+29,7.9,3.8031765196143286,6.319074893937169,1.9961630889754873,Iris-virginica
+30,4.491505755177933,2.2990764093137317,1.2995278811483075,0.296177161220817,Iris-setosa
+31,6.696617564887748,3.0,4.992475965124367,1.706101711994381,Iris-versicolor
+32,6.304896598113047,2.706835600740379,4.884325126497053,1.7881965417679095,Iris-virginica
+33,6.934268691071466,3.1466053070264968,5.766845307255893,2.2858572013942133,Iris-virginica
+34,5.1696431141149235,3.7821797965260098,1.558152461851164,0.20451386318964326,Iris-setosa
+35,6.303459482658065,3.405350250501309,5.610283997189305,2.4092900350237514,Iris-virginica
+36,6.283543446549303,3.30541993256777,4.709683276545968,1.6383909578837066,Iris-versicolor
+37,5.375994077671059,3.396938098180724,1.6228300287797215,0.395656312563353,Iris-setosa
+38,5.40601623337043,3.398035225081837,1.6777558529353496,0.20102655446049206,Iris-setosa
+39,5.569759105926961,2.605213481582988,4.314682520309811,1.1867691701992453,Iris-versicolor
+40,6.075502956176756,2.79586588642239,4.669537474411073,1.1837364180382486,Iris-versicolor
+41,6.67765711420612,3.292250055541621,5.690175301231975,2.096832062483136,Iris-virginica
+42,6.703910317318932,3.0,4.994580909668919,1.7060801210605163,Iris-versicolor
+43,5.780611828636261,2.794103029221956,5.0946297564300735,2.400383575806925,Iris-virginica
+44,5.125194191630984,3.5325960525958466,1.4102557916899567,0.2945237873144837,Iris-setosa
+45,6.209518747327705,2.200000367823157,4.482286281386154,1.5072831995580094,Iris-versicolor
+46,5.512851343886297,4.199999070269494,1.4000672963908398,0.20952100463727674,Iris-setosa
+47,5.000446576099736,3.214710757027396,1.200000193007928,0.20295949343005537,Iris-setosa
+48,6.000872418586748,2.7562535907025607,4.635215382989013,1.1683316577213303,Iris-versicolor
+49,6.00128549198739,3.0,4.780721403205071,1.800229564601577,Iris-virginica
+50,6.688451917429696,3.298677848615468,5.772119062015069,2.499999555436223,Iris-virginica
+51,6.332460550018311,2.2927156716643773,4.361772789953853,1.3195944269361404,Iris-versicolor
+52,5.182005569568945,2.6983624864512668,3.796567465770317,1.3738938936533882,Iris-versicolor
+53,6.324886097252508,2.481941984591541,4.893647172295674,1.4953898189022803,Iris-versicolor
+54,6.691109678476068,3.2976818137258714,5.776659593420661,2.499999569306909,Iris-virginica
+55,6.699412738864582,3.3076848261624523,5.681431756591816,2.5,Iris-virginica
+56,6.785833455134247,3.1786367802040614,5.835542274056908,2.2912593931374463,Iris-virginica
+57,5.88942852937985,3.1954907657100002,4.769877867248535,1.7870016348017594,Iris-versicolor
+58,5.773011030436913,2.65986956791405,5.091905113479737,1.9111378610513152,Iris-virginica
+59,6.810123096712982,3.0,5.390535015708322,2.161384062899386,Iris-virginica
+60,6.285664530424067,2.3062079569281644,4.399374986478473,1.3023173472827885,Iris-versicolor
+61,6.407282345707208,2.6831620999300103,5.33590296214771,1.8902312666921632,Iris-virginica
+62,5.860624893872072,3.0,5.107680249199797,1.798934343846645,Iris-virginica
+63,6.29418941995828,2.7103761196727,4.85592445137991,1.7960060019469117,Iris-virginica
+64,5.397256094266539,3.0,4.518643105330787,1.5030774341325732,Iris-versicolor
+65,5.178744795205911,2.681624887513671,3.8051815676003073,1.4020608260386629,Iris-versicolor
+66,4.902912240744232,3.1157702472021285,1.5419250819015788,0.1,Iris-setosa
+67,6.30009428294938,2.4971105238046407,4.917925128526764,1.5076551757333554,Iris-versicolor
+68,4.996252953640018,3.3957887353144365,1.6780527381150205,0.4024014523316769,Iris-setosa
+69,6.714283541197673,3.292987989626934,5.736656105412961,2.4999996353940634,Iris-virginica
+70,6.693782476325039,2.4976647952519078,5.754745336108938,1.808515922413472,Iris-virginica
+71,6.321449671922167,2.947984029491815,4.42468381331416,1.331736295372381,Iris-versicolor
+72,7.899998946027464,3.736451830750443,6.474382651642761,1.9805065793853114,Iris-virginica
+73,5.575534843521074,3.0,3.842822589517466,1.30147197061444,Iris-versicolor
+74,4.649167258309096,3.4049859729344276,1.411385952723205,0.2759278051153838,Iris-setosa
+75,4.805054994496342,3.0,1.4110142815712312,0.3046775177426507,Iris-setosa
+76,5.353275833352652,3.40851570794392,1.6080215608925064,0.19996784693313427,Iris-setosa
+77,4.870102893865565,3.0,1.4122033336418531,0.2025411587976557,Iris-setosa
+78,6.390803303895873,2.905003316692094,4.332910259609352,1.2870915549833335,Iris-versicolor
+79,4.495479472994392,2.297138409097852,1.2909075159727705,0.2978490720075676,Iris-setosa
+80,4.985358066855137,3.4001002293350573,1.540849528560693,0.43621273116168113,Iris-setosa
+81,5.687063739740167,3.0,3.7129194549291693,1.3650912922787661,Iris-versicolor
+82,6.0252500035217516,2.7134654902867004,5.10148802952762,1.608903739007046,Iris-versicolor
+83,4.609210344948189,3.2164032616368363,1.4017623661194758,0.20834102673420274,Iris-setosa
+84,4.851536590485086,3.0,1.3984788762284608,0.25988462638389914,Iris-setosa
+85,5.018995689604194,3.321270935951338,1.3934365059893388,0.20128517030104107,Iris-setosa
+86,6.994002780509948,3.092103567823921,5.088804175989987,2.3210514777473796,Iris-virginica
+87,6.694260077597249,3.2974539849747044,5.7954532315558644,2.2408529705450895,Iris-virginica
+88,6.296947276905664,2.709540406928251,4.875784005089578,1.7929028460302618,Iris-virginica
+89,5.005870558266169,3.4337421206438328,1.4939892721045336,0.45251908120457063,Iris-setosa
+90,4.992987975172764,3.2230413944983596,1.2000002136195966,0.20611618953367536,Iris-setosa
+91,6.281790233475309,2.3058078799963253,4.428732129759611,1.2854711081384025,Iris-versicolor
+92,5.998549259859816,2.7072059076262303,5.0916748702175,1.6451739562606906,Iris-versicolor
+93,5.210320133371768,2.715226196554487,3.8777182895902507,1.4222195641543605,Iris-versicolor
+94,6.29080509028715,2.8820938829334684,5.617316793135147,1.7988282949030647,Iris-virginica
+95,7.125661308242176,3.0,5.901179376136619,2.100118744070782,Iris-virginica
+96,5.150607309442847,3.4541031697709426,1.5559619095863675,0.20127116762244696,Iris-setosa
+97,7.9,3.8794772394705728,6.411866335339453,2.0149161839739658,Iris-virginica
+98,6.789686837406266,3.0,5.511335100913043,2.100336106309787,Iris-virginica
+99,5.524629741229694,2.4363052179461957,3.8214927141323893,1.097073504989698,Iris-versicolor
+100,5.102021554730883,3.4533150741032768,1.3989462160173354,0.29708449220432065,Iris-setosa
+101,7.061750616936868,3.0,5.811920022704604,2.0960876083557487,Iris-virginica
+102,6.285054233605557,3.3103564214808845,4.64189018144411,1.5876850607684527,Iris-versicolor
+103,6.678176153822701,3.0,4.943272326091618,1.7039983157623795,Iris-versicolor
+104,4.945630140158748,2.4421589597948623,3.4259587029976615,1.0838413705935184,Iris-versicolor
+105,5.711721641907136,2.5534758891962066,5.048823853549351,2.0710911683820377,Iris-virginica
+106,4.400000704663757,2.903674053376807,1.3992898232564712,0.20265840643324795,Iris-setosa
+107,7.145344415420524,3.0,5.873736066602036,2.1488078376027904,Iris-virginica
+108,4.981122219790877,3.2139648402536927,1.2000001883174274,0.2003362937827373,Iris-setosa
+109,5.596119200028011,2.4933732728791504,3.9569807629816247,1.0999804177423929,Iris-versicolor
+110,7.9,3.869945986226118,6.461634484173516,1.9831964167544005,Iris-virginica
+111,5.08755998044005,3.5047239944229287,1.4044761216659973,0.2955116196119026,Iris-setosa
+112,5.456847077508512,3.462358364423842,1.49837344110637,0.36294573577061573,Iris-setosa
+113,4.898998435736681,3.0,1.411057422196379,0.2105948589905531,Iris-setosa
+114,6.780127516127313,2.812955038960976,4.803115881169392,1.3966761068871836,Iris-versicolor
+115,5.801263071211768,2.696756718124825,5.0996192081272325,1.9004191108442043,Iris-virginica
+116,5.373596911240798,3.390801293592406,1.7995919850443127,0.19852548178349705,Iris-setosa
+117,6.7074157705998045,3.0,5.00574479142273,1.7334014986793012,Iris-versicolor
+118,4.999942970161821,3.314842797027856,1.4102915573793298,0.19971875449213272,Iris-setosa
+119,4.882650267595444,3.0,1.393828593701214,0.24302770040235816,Iris-setosa

iris/tab_ddpm/2/10/test.csv

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

iris/tab_ddpm/2/10/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/10/val.csv

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

iris/tab_ddpm/2/11/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.224068459164514,3.3485148925539563,1.590847948809452,0.4626751333971651,Iris-setosa
+1,6.680196179993038,3.2964767341241674,5.696702173875826,2.4999995681193914,Iris-virginica
+2,6.686722535842828,3.2951378855610165,5.764187093922053,2.499999626264521,Iris-virginica
+3,6.299833778368474,2.9200491702433142,5.560732500292104,1.81514069797699,Iris-virginica
+4,5.042318573393846,2.4611933260515504,2.93514960266943,1.1119869838201215,Iris-versicolor
+5,4.901210677226765,3.102530514573297,1.5608475039810303,0.10000010732611626,Iris-setosa
+6,4.861322238219678,3.0667412140207797,1.4990041845811901,0.10000009416792045,Iris-setosa
+7,4.808275411376434,3.0,1.3904235036462904,0.1,Iris-setosa
+8,6.365932745882492,2.73081068674948,5.323532509146884,1.8512101663765559,Iris-virginica
+9,5.397016382958015,3.0,4.5353985641580525,1.4968520079858016,Iris-versicolor
+10,7.9,3.7977384757820127,6.4189397365039556,1.9986930343458198,Iris-virginica
+11,6.134401779327528,2.6111727573463948,5.590666266418097,1.39655690008497,Iris-virginica
+12,6.438974903032837,3.0,5.711682780964318,2.129351987861125,Iris-virginica
+13,5.009554626609533,2.458059993409572,3.251191061178354,1.049498379797573,Iris-versicolor
+14,5.1773565978161455,3.6954057381482848,1.5683606081540928,0.45203887437889234,Iris-setosa
+15,5.321184735510784,3.747358535899683,1.6398345328475343,0.20260532203558573,Iris-setosa
+16,7.8999986816756,3.8001323443087855,6.410795414011608,2.0139331208265747,Iris-virginica
+17,4.884998281661089,3.090361516142742,1.4978602751461474,0.10000009342159039,Iris-setosa
+18,5.692255260888221,2.501373073761073,5.005418767126133,1.998313544802019,Iris-virginica
+19,5.861112185271175,3.0,4.228469147604415,1.5056998942757989,Iris-versicolor
+20,5.904436118439313,2.973671091877912,4.3233140579396405,1.4483362670433326,Iris-versicolor
+21,7.703861615841989,2.6247162063482,6.899998679989791,2.3122568382135382,Iris-virginica
+22,6.682571101606267,3.2972834883825506,5.669883089561916,2.4999995475586156,Iris-virginica
+23,7.899998947823752,3.852915576364076,6.438624892845071,2.028180651571937,Iris-virginica
+24,5.783604937228057,2.8012377190924975,5.102861180896213,2.4004699836446863,Iris-virginica
+25,6.546535663355196,3.0,5.897197226105767,2.2209914126495947,Iris-virginica
+26,7.70429974080616,2.6287484424671677,6.9,2.319542065575758,Iris-virginica
+27,7.899998925808157,3.838300361307827,6.403654572792525,2.019285482968923,Iris-virginica
+28,4.892432904560138,3.116003873290827,1.4955476764738234,0.1,Iris-setosa
+29,6.223234314650502,2.937148063558709,4.658735128451451,1.2928152403179327,Iris-versicolor
+30,6.290946260360045,2.306026399630471,4.422196280936399,1.2779367380005615,Iris-versicolor
+31,7.239643981537343,2.932018878163654,6.249552563540955,1.8701809832756628,Iris-virginica
+32,5.356090363881705,3.8982619908846514,1.4972313992228716,0.36386586604097865,Iris-setosa
+33,5.381430080896244,3.408404771712428,1.6046782164754485,0.2021659269999146,Iris-setosa
+34,5.075805660226197,3.303804102250667,1.637689625040314,0.5125761587077429,Iris-setosa
+35,6.355654461112766,2.955809760426951,5.482234742574806,1.804927102731758,Iris-virginica
+36,6.264254496691127,2.8918773044408597,5.5918730017796445,1.7954595473981507,Iris-virginica
+37,6.006063024439073,2.708603357520252,5.09496627107276,1.6165314038660163,Iris-versicolor
+38,4.588225049617348,3.4055110491802916,1.4027158762996645,0.37572820819882813,Iris-setosa
+39,5.124348196991231,3.387390917512675,1.4991913727249901,0.20067193386637064,Iris-setosa
+40,5.169803697101893,2.6967430926786307,3.907681558093762,1.4078457636327735,Iris-versicolor
+41,6.6780451476502245,3.3029326707233264,5.675936536284107,2.5,Iris-virginica
+42,5.625601615094599,2.510834769174396,3.956836367449612,1.1075438266487885,Iris-versicolor
+43,5.112267314003407,3.6042505685951993,1.560084445863059,0.19719772055426987,Iris-setosa
+44,4.885048080215144,3.080461772145613,1.4995741566836829,0.1,Iris-setosa
+45,5.524011518178735,2.372801250988839,3.8355783899884024,0.9888610529505406,Iris-versicolor
+46,5.274312595293811,3.8062073107787358,1.4961687279352296,0.24520095030906164,Iris-setosa
+47,4.889208341112233,3.1063439179834056,1.4979954856086357,0.1,Iris-setosa
+48,4.583551302277014,3.402087324808918,1.398454812380432,0.2993774066344665,Iris-setosa
+49,6.201534269571992,2.2,4.4639081753222225,1.4838336251609807,Iris-versicolor
+50,5.959248285438498,3.20524406083909,4.77974696092383,1.7693654457708903,Iris-versicolor
+51,5.085206236385867,3.395375315469586,1.576117785316929,0.20810946883434991,Iris-setosa
+52,6.88719015172625,3.10622893697965,5.092312781574465,2.30024170725287,Iris-virginica
+53,6.097695327463706,2.7872979333542958,4.692485700541078,1.1876896259727407,Iris-versicolor
+54,6.669537675674077,3.2984993616634553,5.748731354404637,2.5,Iris-virginica
+55,6.443477016032063,2.6421538176112884,5.446813972435464,1.8781596250890724,Iris-virginica
+56,6.304954515989697,3.3133526854449844,4.70447485332804,1.6075498758778868,Iris-versicolor
+57,4.4,2.8694362754172973,1.4010528062847014,0.18285828168575,Iris-setosa
+58,5.120764757330207,3.8505296932831934,1.6726712027385848,0.19844780593137024,Iris-setosa
+59,6.305905678108715,2.8886206596633843,5.583402862186596,1.7950570437728763,Iris-virginica
+60,5.90434553432221,3.0,4.112575660177134,1.4938376519842669,Iris-versicolor
+61,6.295601425772177,2.310546022748972,4.4192490435846805,1.2876035751209876,Iris-versicolor
+62,6.951820994544109,3.0842128082763636,5.078509019687482,2.309706707183784,Iris-virginica
+63,5.003356739135512,3.312212494385987,1.407483407179589,0.19844700471839635,Iris-setosa
+64,6.519293114976005,2.6355363594022165,5.424994441342656,1.8690851658522187,Iris-virginica
+65,6.306807146074109,2.915330458701608,5.580329701597834,1.7954088160560535,Iris-virginica
+66,6.708306547217463,3.0,5.006006701628149,1.7074940829315635,Iris-versicolor
+67,6.788139997714261,3.2072459620882747,5.729610412574034,2.2553050533784234,Iris-virginica
+68,5.005410759941162,3.4021236180740995,1.6696770862199097,0.4313089217818393,Iris-setosa
+69,5.91646957821009,2.2,5.007482065356985,1.4758179888945744,Iris-virginica
+70,7.9,3.7630049890441466,6.366918605441814,2.0021970722938263,Iris-virginica
+71,5.969165742485932,2.5749770342140383,4.921946544832172,1.8484496111844932,Iris-virginica
+72,4.592808794735026,3.1784955190541226,1.3955965969613402,0.20571762820360337,Iris-setosa
+73,7.899998957481228,3.8232835971905463,6.394509826052552,1.999291474447694,Iris-virginica
+74,6.122617840130953,2.815678803938947,4.735119755138577,1.1986464967829795,Iris-versicolor
+75,5.8037346710730535,2.7756568729831717,5.0924557440085545,2.4028587685617357,Iris-virginica
+76,5.700866636957756,3.823012881236077,1.4987546582447442,0.41965779870713493,Iris-setosa
+77,6.366219031849562,2.88881050372074,4.297251719335617,1.2809083953138958,Iris-versicolor
+78,5.986484909893321,2.6966438835534436,5.1013246480146215,1.6265674372731842,Iris-versicolor
+79,5.762774858591138,2.67706442798166,5.085467916109051,1.9008392792125695,Iris-virginica
+80,5.179484269130065,3.319296710583795,1.66923043977829,0.37889960103803305,Iris-setosa
+81,6.30789847863344,3.2862190994168112,4.728162205728763,1.5852004510553832,Iris-versicolor
+82,5.516337672431697,2.6481607124068103,4.314571886467336,1.2812763235361904,Iris-versicolor
+83,6.015200380677941,2.701033328828347,5.098072473161709,1.5794062268081368,Iris-versicolor
+84,5.990011013549707,3.0,4.834588238920452,1.805533002519188,Iris-virginica
+85,4.617851082631145,3.20986709561532,1.396733994442063,0.19691782903629518,Iris-setosa
+86,5.798515866627994,2.6981202455526003,5.081385211190799,1.8794527892996953,Iris-virginica
+87,5.098605055676025,3.6682337272533503,1.4991234901368484,0.4336226926686869,Iris-setosa
+88,5.954575514634784,2.2000002702489465,4.9834344958505925,1.4913462308314431,Iris-virginica
+89,5.906742437130082,3.2076276404661965,4.817962602004712,1.7956310741924808,Iris-versicolor
+90,5.4965892525106925,4.2,1.400382720865738,0.2079310508071526,Iris-setosa
+91,5.61379566385501,3.0,4.273718154197988,1.2691226116792624,Iris-versicolor
+92,5.075613536139784,3.7745906720997566,1.6949978157311834,0.2018939350224529,Iris-setosa
+93,5.115297091433751,3.737258217312624,1.5326402302971893,0.37928890494763706,Iris-setosa
+94,4.9946184252510015,3.206692828591248,1.2000002165862012,0.19406882547790805,Iris-setosa
+95,6.659856311097407,3.2841560799589335,5.741481417714266,2.499998877398043,Iris-virginica
+96,4.9951608483418015,3.398144637716152,1.6510089855675807,0.4399357016821288,Iris-setosa
+97,5.718746455353609,2.494002774982073,4.9947072093018505,1.993800993846133,Iris-virginica
+98,5.387601824513677,3.395543102509743,1.6589430415128634,0.19558480804789352,Iris-setosa
+99,5.791695051825785,2.8058905818753064,5.126750865913295,2.402721842106786,Iris-virginica
+100,6.685342145966244,3.0,4.99238709166031,1.680269133272287,Iris-versicolor
+101,5.597704601684347,2.87102245727843,3.69196656046208,1.2865102248373086,Iris-versicolor
+102,5.1328382095958895,2.6713138099875895,3.8785461151219778,1.3953104838524213,Iris-versicolor
+103,7.707067312720791,2.6120975344935204,6.9,2.290238698187712,Iris-virginica
+104,5.607355392952936,2.5574373512829056,3.8547139946603983,1.1545120650295757,Iris-versicolor
+105,5.0760887758291195,3.29477740529572,1.6984574833805726,0.45871854825780384,Iris-setosa
+106,5.935950503206897,3.0,4.290487163414207,1.4890047988554724,Iris-versicolor
+107,5.591415659339902,2.99585692527364,3.800206315679145,1.3048084820428487,Iris-versicolor
+108,6.708802681578441,2.5046921222436525,5.857773042661743,1.8058502750780594,Iris-virginica
+109,6.835056417428924,2.76115838702585,4.795447782147064,1.399838738221948,Iris-versicolor
+110,5.781271895346752,2.791879493284702,5.105235243776318,2.387198677063878,Iris-virginica
+111,6.797873828731914,2.795515361770919,4.8185453940567315,1.4028860300810666,Iris-versicolor
+112,6.129278062354641,2.8362543032486256,4.6371509956173576,1.2304590647766704,Iris-versicolor
+113,7.9,3.76452922111771,6.403471721068262,2.0170403039061635,Iris-virginica
+114,4.990582539428585,3.2139342370002435,1.2,0.2040078160863648,Iris-setosa
+115,7.1668584015356425,3.0,6.01964835561167,2.0246787788595775,Iris-virginica
+116,5.593906420231356,3.646903436228831,1.6026123237258427,0.36431629912256286,Iris-setosa
+117,7.9,3.809813852947358,6.411578418303717,1.9905407342922439,Iris-virginica
+118,6.332628247287679,2.6980824178929166,5.110795886525312,1.8635622094792046,Iris-virginica
+119,7.9,3.828535250699976,6.369929349891811,2.026993885681315,Iris-virginica

iris/tab_ddpm/2/11/test.csv

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

iris/tab_ddpm/2/11/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/11/val.csv

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

iris/tab_ddpm/2/12/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.718697644382581,3.2944200156075323,5.6851095767694355,2.5,Iris-virginica
+1,6.275321002796211,2.9464580622689507,4.445773392107033,1.36986495703166,Iris-versicolor
+2,5.446548987756805,4.2,1.383614675139179,0.19964986140133723,Iris-setosa
+3,4.9997000731036,3.200753354023075,1.2000001939542895,0.2014220802576361,Iris-setosa
+4,5.813010134766051,2.836996679375692,5.096494283939535,2.3973490837997486,Iris-virginica
+5,5.9905404680083985,2.7118675011046127,5.058386805026008,1.5471660531997424,Iris-versicolor
+6,6.68315109361512,3.319639971886372,5.746596849760644,2.5,Iris-virginica
+7,6.355530199980609,2.890912452559501,4.361852603885792,1.2596088024582053,Iris-versicolor
+8,6.634867027895488,3.264888231244268,5.685584717089268,2.499999361696797,Iris-virginica
+9,4.890056214447782,3.0926444397601416,1.488929335753466,0.1,Iris-setosa
+10,5.106168483328002,3.393594486544411,1.5983808538210036,0.20060955514929113,Iris-setosa
+11,5.47463663958124,3.838455004239319,1.6143324420597223,0.38449902244425055,Iris-setosa
+12,7.324062751771162,2.918093880840377,6.314121947110928,1.8095577990094478,Iris-virginica
+13,5.574450967404687,2.4611456561419125,3.8611465863576577,1.1316729480041368,Iris-versicolor
+14,5.37154978889572,3.0,4.487393330718717,1.4978689781497825,Iris-versicolor
+15,5.610162402465277,2.5050302331040406,3.917635971086166,1.0761879272776556,Iris-versicolor
+16,6.175480528861883,3.1363732859023448,4.7356909337162785,1.5566659867598416,Iris-versicolor
+17,4.811764139305138,3.0,1.4017465028551717,0.30371364369794096,Iris-setosa
+18,4.900667464834439,3.0852228739238905,1.4998872868305124,0.1,Iris-setosa
+19,5.433573292267984,3.750211384281383,1.5644854447607415,0.28857681453593015,Iris-setosa
+20,6.512855791328843,3.0,5.795859204502612,2.2061185616811962,Iris-virginica
+21,6.093241205436732,3.0,4.5702114662385025,1.4036182776676627,Iris-versicolor
+22,5.78699269563042,2.5180761838163805,5.0187354854898665,1.9815718116477075,Iris-virginica
+23,4.821020692460198,3.0,1.4019978403459277,0.1,Iris-setosa
+24,6.629900758586379,3.29753761698492,5.6844684091037925,2.4999994100586047,Iris-virginica
+25,4.904332392821084,3.09131992352887,1.4921818171580024,0.10000010934208109,Iris-setosa
+26,4.578095918425492,3.4015887320174643,1.3873124015075917,0.2948471798340486,Iris-setosa
+27,6.10994688572272,2.801915046901834,4.67947289906316,1.1997656054288333,Iris-versicolor
+28,5.0955772003191475,3.45945319922479,1.4061950739283324,0.27467300978116077,Iris-setosa
+29,5.634673265137052,2.7031880087291666,4.403789033129435,1.2611437834447614,Iris-versicolor
+30,5.795855511706676,2.780154149270877,5.078911014431203,2.336982719039553,Iris-virginica
+31,7.8999986175578965,3.8102736507602124,6.420436131990666,2.0043702029007386,Iris-virginica
+32,5.5390188254682,3.0,4.257470631679145,1.3506475414323147,Iris-versicolor
+33,5.076874668872491,3.2799100183374943,1.4967625486691079,0.4740380377029153,Iris-setosa
+34,4.78967108349779,3.242732269633287,1.3995741121928398,0.20265581157519585,Iris-setosa
+35,5.39661790525616,3.3935981025794857,1.7318628976795192,0.19560546137143647,Iris-setosa
+36,6.685145274897129,3.2998678712693925,5.688600244358251,2.0845011820921684,Iris-virginica
+37,6.416006347984317,2.888916895852797,4.278179035970898,1.277343957456348,Iris-versicolor
+38,6.159731179708501,3.0,5.343487926561159,1.8062055079904558,Iris-virginica
+39,5.387788963899047,3.5666742060824284,1.5862837806810375,0.20113662909778907,Iris-setosa
+40,6.2587149207946515,2.5232674720999437,4.925439483987713,1.5299451441041219,Iris-versicolor
+41,5.406366951236051,3.3997315254974367,1.6194034012710272,0.448601884833974,Iris-setosa
+42,5.6008004373956854,3.0,4.171432246804741,1.3158492654835798,Iris-versicolor
+43,5.220566839531276,2.8018490621799734,4.002553350225137,1.4315805060326867,Iris-versicolor
+44,6.413030341367074,2.890065902482213,4.265730996543953,1.333877303232133,Iris-versicolor
+45,4.924699411568744,2.416710312827228,3.094419188122288,1.0218011796948547,Iris-versicolor
+46,5.904665648832284,2.9809192823249013,4.3397068165074915,1.4964222497079613,Iris-versicolor
+47,5.546325296779487,2.467626804059999,3.965318078266405,1.0731861663193265,Iris-versicolor
+48,6.061966486455113,2.8078996146495356,4.739195936831063,1.2089028701213438,Iris-versicolor
+49,5.153977703996459,3.8050878980900884,1.5478325688998633,0.3789502834939463,Iris-setosa
+50,5.4775600297694895,2.5821986526702956,4.043566904645077,1.161198172870519,Iris-versicolor
+51,5.106664601043342,3.3911668128463255,1.4868768311566436,0.20075309977073258,Iris-setosa
+52,7.678383308795651,2.599896954662166,6.899998765271169,2.3027916947114035,Iris-virginica
+53,4.995278279696841,3.397319392380454,1.6505477931455568,0.3869819852730803,Iris-setosa
+54,5.855069787380173,3.0,5.101923660633997,1.7874870611933837,Iris-virginica
+55,5.749653497634516,3.842761384526611,1.7910235047519503,0.3228120480201216,Iris-setosa
+56,6.990481325008469,3.0,5.798247346988323,2.1454019960375277,Iris-virginica
+57,6.3762508313973525,2.921222560831314,4.326318299445753,1.30731286450064,Iris-versicolor
+58,6.29169222750547,3.417504739405166,5.605864672582317,2.399979243628936,Iris-virginica
+59,7.699862783455402,2.5820090036243886,6.9,2.287615599204501,Iris-virginica
+60,4.904129802499106,3.104197046629566,1.4952146132379731,0.1,Iris-setosa
+61,5.390609868929541,2.6111927069977448,4.275500372704385,1.2042304104788837,Iris-versicolor
+62,7.9,3.792830793339916,6.371234955204042,1.9880521711583012,Iris-virginica
+63,5.4184700247672275,3.0,4.55189468990552,1.5075327353433783,Iris-versicolor
+64,5.4936270414855475,4.199999151224706,1.401167859555051,0.20232342649031956,Iris-setosa
+65,5.262241127860532,3.3934300509843447,1.6034521068836756,0.20057131490257638,Iris-setosa
+66,6.268507159545079,2.5018901003883043,4.892493592289958,1.4689987579587598,Iris-versicolor
+67,5.181212385997907,3.756638819432786,1.5446970426150861,0.2034837210706276,Iris-setosa
+68,6.093655168276164,2.7770163786620228,4.735657062543321,1.2192599399594237,Iris-versicolor
+69,5.77843999654781,3.1446142996796387,4.73925466216005,1.7600917191115175,Iris-versicolor
+70,7.9,3.8521238898073857,6.44865809699801,2.028522882703309,Iris-virginica
+71,5.466649574133214,4.199999157294987,1.3952323543504077,0.2135112431965528,Iris-setosa
+72,5.677391073132566,3.790331472574856,1.5663211669800434,0.303953718102139,Iris-setosa
+73,6.208984077782822,2.2000003204924026,4.486769320538448,1.5258514639506933,Iris-versicolor
+74,5.600732179332468,3.675305466856691,1.575343385423086,0.3466808292950172,Iris-setosa
+75,6.134815151475935,2.838916016314201,4.714109837764167,1.2046380551391112,Iris-versicolor
+76,6.165626907146442,2.200000298203786,4.468586596725693,1.508152490803296,Iris-versicolor
+77,6.309435964195221,2.7112685596549517,4.90994246512887,1.8048052585495715,Iris-virginica
+78,6.880133624228796,3.0867803775875213,5.127390437035773,2.261082871698067,Iris-virginica
+79,5.376125136553693,3.0,4.462008763439116,1.4980600646471405,Iris-versicolor
+80,6.814142004590439,2.812330210819117,4.813460972143018,1.4016089910524674,Iris-versicolor
+81,5.608362543810975,2.4874256120511093,3.79487103389888,1.0771141628909844,Iris-versicolor
+82,4.904540086901222,2.4024211726900795,3.3157222195421916,1.038449702782182,Iris-versicolor
+83,5.51607777097787,2.527460469979739,4.248868807084936,1.1184899648626851,Iris-versicolor
+84,5.0884567221362556,3.2867554428365233,1.8359708413382445,0.5307863610101964,Iris-setosa
+85,4.797287976210046,3.0,1.3937111844153174,0.1,Iris-setosa
+86,6.120359941570804,3.0,4.599731339403823,1.3870757516844827,Iris-versicolor
+87,7.9,3.8269923940648627,6.391623452489135,1.9854109562266355,Iris-virginica
+88,5.115953386821035,3.478230030626808,1.4003558076172806,0.29890251176608995,Iris-setosa
+89,6.6718774633907305,3.2837911399330073,5.655092782648706,2.0831684377612785,Iris-virginica
+90,6.4940469006967545,3.192157690701521,5.0903419071954,2.0005900283820837,Iris-virginica
+91,5.895511070427677,3.191320548321635,4.7851039930284145,1.7980324653322408,Iris-versicolor
+92,5.55207174955957,2.6653014432763427,4.411608756223541,1.231133085298139,Iris-versicolor
+93,5.175972985448024,2.682157349999472,3.777011586761705,1.3788941921521822,Iris-versicolor
+94,6.897708579740396,3.2041319644268325,5.8466264034817375,2.3024084780485286,Iris-virginica
+95,6.853764977550813,3.0968153094168556,5.092780427855729,2.2910784111578444,Iris-virginica
+96,6.70864034355378,3.0,4.994346109511688,1.718536940468449,Iris-versicolor
+97,6.30533488096126,3.391041424069996,5.619223588755469,2.3989105668241444,Iris-virginica
+98,4.492016989127299,2.3007869718116805,1.2981534709183506,0.2952997921012407,Iris-setosa
+99,5.961328141141101,2.2,4.9459294401123355,1.4707776991421018,Iris-virginica
+100,6.6727739287361585,3.2970128150425424,5.6986926071312585,2.105736037320312,Iris-virginica
+101,4.609193570495702,3.385763798295858,1.4012071211525612,0.29205132560814695,Iris-setosa
+102,5.8100947743077,2.7833346725309327,5.115809779715185,2.3928404055111634,Iris-virginica
+103,5.35720804712964,3.816212274011305,1.6185623165171814,0.3878347005323953,Iris-setosa
+104,5.4410433241541725,2.5527325870365916,4.0746799279504256,1.1863310931051927,Iris-versicolor
+105,5.132506922143997,3.537341759800503,1.4022810456712282,0.3112235791928174,Iris-setosa
+106,6.512841593225328,3.1877450513207375,5.099655520746912,1.9936597499105682,Iris-virginica
+107,5.615312526947313,3.0,4.136109509304871,1.3212782487995922,Iris-versicolor
+108,7.322456500793449,2.902867643289343,6.3134520018602185,1.8051951458575548,Iris-virginica
+109,6.322539017766348,2.300236620295496,4.391637943031138,1.2956689113591868,Iris-versicolor
+110,6.664888972058179,3.297006285308685,5.6742613331472205,2.5,Iris-virginica
+111,5.380783129485766,3.829405724919368,1.5562487613026295,0.28271871483818833,Iris-setosa
+112,6.477015001153094,3.0,5.834500001420625,2.222989688905046,Iris-virginica
+113,5.0969905634032955,3.29287823230716,1.700809674579497,0.30214428122265236,Iris-setosa
+114,4.811383594488871,3.0,1.405150884950191,0.2819980979268887,Iris-setosa
+115,5.10465975722984,3.789359138039212,1.4987544908030108,0.19869608966761665,Iris-setosa
+116,7.274454594153429,2.8918244782389566,6.294455205543523,1.7953775865718966,Iris-virginica
+117,6.682075886843693,2.5047424054008753,5.78165055183094,1.802135853018253,Iris-virginica
+118,5.374773552120994,3.3903250790350783,1.650493424484269,0.19765293715823004,Iris-setosa
+119,6.314400152536328,3.312456714895823,4.693271971745628,1.6020021121060777,Iris-versicolor

iris/tab_ddpm/2/12/test.csv

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

iris/tab_ddpm/2/12/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/12/val.csv

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

iris/tab_ddpm/2/13/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.708950980317302,2.474184837538786,4.976068813005066,1.9917962545611414,Iris-virginica
+1,5.603320222506662,3.0,4.092784696231761,1.2664470969995545,Iris-versicolor
+2,4.90358646639071,3.0,1.4009649530334398,0.1990590638606925,Iris-setosa
+3,5.8206389968767605,2.6984075609292417,5.100304907222747,1.8761609330605653,Iris-virginica
+4,5.689756686295026,2.4775218566784822,5.008035638766607,2.0178849176190874,Iris-virginica
+5,6.001731160424352,2.2,4.994988668090525,1.482845102124447,Iris-virginica
+6,5.098574462608779,3.5334190478970826,1.3971575764771655,0.33009092713752636,Iris-setosa
+7,5.177521033473536,3.5474574541752566,1.4060400211381832,0.29691829016058363,Iris-setosa
+8,4.504916193875317,2.295546068231536,1.2975167301572164,0.29037568365316624,Iris-setosa
+9,6.010694887955821,2.200000301534947,5.017421333684316,1.4797277495230639,Iris-virginica
+10,6.660750289643678,3.2685663519896195,5.643615625285375,2.068848145652864,Iris-virginica
+11,4.811860078860091,3.0,1.4016232895394687,0.1,Iris-setosa
+12,6.468174310082554,3.0,5.531163707088421,1.7964453601839279,Iris-virginica
+13,5.302788799000954,3.403466494845133,1.5982246365386685,0.19896646065317347,Iris-setosa
+14,6.2854472164875865,2.2979401092016003,4.385436801248829,1.2710152934451382,Iris-versicolor
+15,6.110046525070951,2.800931826714185,4.68740249714487,1.1842786484654473,Iris-versicolor
+16,5.692076202184398,2.5040616929271113,5.002634077271987,1.9996913585727143,Iris-virginica
+17,5.967094884669628,3.0,4.786162074084649,1.7955808840065437,Iris-virginica
+18,4.4,2.903198698892092,1.393789246752407,0.19884320497596208,Iris-setosa
+19,7.696301664652317,2.6029077772734475,6.89999849114353,2.285749067892022,Iris-virginica
+20,6.7965523858873915,3.223850445618985,5.6977114243482525,2.285862050640252,Iris-virginica
+21,5.5111904067206545,3.661339123037042,1.4981207036978426,0.22569683803598958,Iris-setosa
+22,4.808590367193877,3.0,1.404207946062472,0.1,Iris-setosa
+23,6.69813780662905,3.0,5.016082738276273,1.706924721365405,Iris-versicolor
+24,6.32486131411298,2.347070905650824,4.461829511100936,1.324705418718741,Iris-versicolor
+25,5.095485374220802,3.2973213225532922,1.6864168309873613,0.4993499236836737,Iris-setosa
+26,6.851588522890617,3.0928253012021503,5.127834133217713,2.293286866667128,Iris-virginica
+27,5.213389648806505,2.7056613555787714,3.8097024935171913,1.4237831368940992,Iris-versicolor
+28,5.7802083411806136,2.659038334255231,5.070847700310521,1.9223997257785286,Iris-virginica
+29,7.380014854734552,2.899662238815266,6.319513506500224,1.8074928249943318,Iris-virginica
+30,6.2850035592517095,2.699158778388712,4.925673252641795,1.806298986787418,Iris-virginica
+31,5.184652445594021,3.7789263789120953,1.4447244856902153,0.39354032179011234,Iris-setosa
+32,6.029432444083507,2.720454055284279,5.107495403769519,1.641641120026615,Iris-versicolor
+33,7.9,3.811551233341841,6.387426998695815,1.9817373669850111,Iris-virginica
+34,6.672840535528016,3.30400834852603,5.695357351902047,2.0994902071975714,Iris-virginica
+35,4.7670488242278415,3.0,1.3960512524743103,0.2982631697345058,Iris-setosa
+36,4.906687352482151,3.1148682382704416,1.5252366335070502,0.1,Iris-setosa
+37,5.816449802120919,2.710243780209322,5.098197952627409,1.8281746592163561,Iris-virginica
+38,6.311151013637124,3.291370480737032,4.709805706712369,1.6134436581110088,Iris-versicolor
+39,5.796286345406455,2.7088012179157572,5.096225733666836,1.8881723587994468,Iris-virginica
+40,4.807430961038801,3.0,1.3972639696607945,0.2946515124346764,Iris-setosa
+41,5.376143439276075,3.872090159225336,1.616599267194785,0.42863450305000717,Iris-setosa
+42,4.902956856012774,3.0,1.40288395789549,0.1991357715671963,Iris-setosa
+43,6.306223336443521,2.9048250801489135,5.6274952209965505,1.7965507997406336,Iris-virginica
+44,4.489336809725856,2.300553088507299,1.2968090286638707,0.309236265542373,Iris-setosa
+45,4.904939580843952,3.0797724590054134,1.4981297235157558,0.10000010060966129,Iris-setosa
+46,5.932215145894728,3.0,5.117736037169851,1.800363068403405,Iris-virginica
+47,5.175961754001267,3.4011541735022015,1.4981640538606293,0.20007102588306702,Iris-setosa
+48,6.542750998919859,3.0,5.4607406106792205,1.8261169940778526,Iris-virginica
+49,4.987699008019644,3.405868983564759,1.589233645126681,0.4299074564805646,Iris-setosa
+50,5.480724011062808,4.2,1.3994633352858314,0.21070869369694845,Iris-setosa
+51,5.884132789951936,3.0,5.099481501787023,1.7925487305630163,Iris-virginica
+52,6.161669772695087,2.2,4.521882484181169,1.4845499808131097,Iris-versicolor
+53,5.384174125774934,3.42984883001932,1.7708105874871354,0.20491466633956584,Iris-setosa
+54,7.899999001582439,3.791477537681604,6.431503552562527,2.022252555763386,Iris-virginica
+55,6.7236105509148105,3.3142243371625906,5.689654131703067,2.106725172271342,Iris-virginica
+56,5.9960011655858825,2.90085544591635,4.504009547888883,1.4860939394214647,Iris-versicolor
+57,7.68607985094582,2.582308668847884,6.9,2.2971314710747834,Iris-virginica
+58,6.534730801062013,3.006509893178543,5.385580766369297,1.8364788186745913,Iris-virginica
+59,4.822997307006516,3.0,1.4051746767438005,0.2946816790814635,Iris-setosa
+60,5.772483667093188,2.6777564671789107,5.090934569130285,1.9087159549092112,Iris-virginica
+61,6.874281892968985,3.1161438670965396,5.106447886946058,2.288905841220057,Iris-virginica
+62,5.990587647616398,2.200000308171964,4.97575889397241,1.4993863122825326,Iris-virginica
+63,5.078068137778117,3.648363793850407,1.553043702719973,0.36597035557727164,Iris-setosa
+64,7.251917038335989,2.8923061752432564,6.277615592544797,1.796597677909724,Iris-virginica
+65,5.219967688702397,3.7501471656058047,1.567082452395441,0.2023869683674812,Iris-setosa
+66,7.9,3.787856952662521,6.400712032721268,2.042687914128468,Iris-virginica
+67,4.81377112216145,3.0,1.400812649520664,0.1945454294993773,Iris-setosa
+68,5.521486855325594,4.2,1.404030520594849,0.21462333201866873,Iris-setosa
+69,5.562556755978714,2.6726726132620318,4.215017511532516,1.264388047812936,Iris-versicolor
+70,4.498846429086884,2.3070045240805075,1.2999931776012028,0.3852935307663332,Iris-setosa
+71,5.68801762720983,2.4972373209795995,4.987518109728743,2.006809713789778,Iris-virginica
+72,5.011685942980464,3.3085842611911755,1.4058383093170914,0.19849041335984652,Iris-setosa
+73,6.113177743071702,3.0,4.573271802006314,1.3570560898100097,Iris-versicolor
+74,4.870995882293935,3.0368014330019224,1.4751328065795375,0.10000010282124754,Iris-setosa
+75,7.105090353627643,3.0,5.738387885179844,2.0949069070654316,Iris-virginica
+76,4.581781753089918,3.391188673630777,1.3944808016702046,0.2969870813342249,Iris-setosa
+77,4.593778874643889,3.2013455878295107,1.4022383155309606,0.21390573173775437,Iris-setosa
+78,6.292025228964021,2.4993324339608094,4.9640265245221515,1.5038996328687466,Iris-versicolor
+79,6.689083315652718,3.3313012946199647,5.727370476172938,2.5,Iris-virginica
+80,6.066721898503188,2.2000002837187496,4.9768689228159015,1.5260888001503508,Iris-virginica
+81,5.08086233477003,3.350441621574147,1.4555027822933946,0.1982381374798205,Iris-setosa
+82,4.792850628982023,3.0,1.3981321007205791,0.29696458610135035,Iris-setosa
+83,5.195574438926559,2.6779220542914146,4.006107189261595,1.3917767254894937,Iris-versicolor
+84,6.852943143014341,3.1836952529665097,5.770557607369876,2.2846458574447306,Iris-virginica
+85,6.913052404157504,3.085839000214632,5.1136478168162816,2.2988361845607357,Iris-virginica
+86,4.91909668397282,3.2707459581639156,1.4067853120206808,0.1964425992266953,Iris-setosa
+87,7.27727728859403,2.9088248776987418,6.305454606634175,1.7993029651128571,Iris-virginica
+88,6.503433011599544,3.0,5.7947297164279945,2.213373973089241,Iris-virginica
+89,5.823360857186816,2.803900853621351,5.103458725842376,2.4007045141643824,Iris-virginica
+90,7.9,3.8033426733876103,6.443082399366727,1.9956205406915954,Iris-virginica
+91,6.3059210493748115,2.7029031578294997,4.951162321225956,1.7961321510671384,Iris-virginica
+92,7.668936188532156,2.6141597232216682,6.899998636505838,2.297559201718591,Iris-virginica
+93,5.841403532675066,2.7263276807852503,5.097017764586565,1.8755082193812038,Iris-virginica
+94,4.900609712552745,3.119979631702543,1.4956548336706048,0.10000010019285863,Iris-setosa
+95,7.714415884655358,2.6105894204149127,6.9,2.3064181913704687,Iris-virginica
+96,7.9,3.840852175753505,6.446495394157651,2.0334233037044696,Iris-virginica
+97,7.0399336244081745,3.001773357356401,5.90704036036334,2.1699068548791196,Iris-virginica
+98,4.8871706627743325,2.4009289477029254,3.227122512963026,1.0125208548084577,Iris-versicolor
+99,7.733402926975943,2.6349867962371416,6.9,2.308055238808133,Iris-virginica
+100,6.692714310969142,3.317756281557759,5.756611191423038,2.4999996282564707,Iris-virginica
+101,6.282010620254257,3.297410153587878,4.710580195958116,1.5955469886594944,Iris-versicolor
+102,6.860170045651549,3.1944337428718628,5.822709921729781,2.2929780529782957,Iris-virginica
+103,5.882966103111733,3.205343821079131,4.784597419839661,1.7976048229542978,Iris-versicolor
+104,7.9,3.8532571583546775,6.378860183709359,2.0111540128187735,Iris-virginica
+105,4.806677311693668,3.0,1.4003591851816186,0.2995500359023126,Iris-setosa
+106,6.711517268719578,3.311060551712523,5.692941373710255,2.5,Iris-virginica
+107,5.231064377638166,2.6917568749849186,3.9226067680270793,1.3998651704172682,Iris-versicolor
+108,6.484600441459742,2.644441492759404,5.452096042294166,1.8741761235418952,Iris-virginica
+109,6.0190254430198,2.905954182696684,4.444278420007641,1.5304646036385254,Iris-versicolor
+110,6.49844402827188,3.0,5.902912642000804,2.2334582542521666,Iris-virginica
+111,5.8535633579167525,2.8084783884104065,5.108880304333084,2.4006776202555082,Iris-virginica
+112,5.629901615454651,3.0,3.9883160702138856,1.3279636531770376,Iris-versicolor
+113,5.614518304416484,2.8846372226164285,3.64818126728314,1.2491255422808138,Iris-versicolor
+114,5.90302834856916,2.89693265004995,4.572281254806802,1.36304346923302,Iris-versicolor
+115,5.076860289178367,3.6003660356396154,1.4929223915493006,0.3834224696768074,Iris-setosa
+116,5.439218885067285,3.4333213447641464,1.8429728977852262,0.20069305855218045,Iris-setosa
+117,7.6874380055337,2.6022323048006157,6.9,2.2888154490851536,Iris-virginica
+118,5.039915263282463,3.5706176809632035,1.5613263573189036,0.41770850283863636,Iris-setosa
+119,6.555427407851727,3.0,5.499709333466682,1.798312074755878,Iris-virginica

iris/tab_ddpm/2/13/test.csv

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

iris/tab_ddpm/2/13/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/13/val.csv

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

iris/tab_ddpm/2/14/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.538189293143685,2.437355439514626,3.8288743323514134,1.0834956536240365,Iris-versicolor
+1,6.395524788828004,2.9111693233636164,4.314998055944329,1.2878023898235083,Iris-versicolor
+2,5.955558495979894,2.7000358513068035,5.073505305139973,1.5586912209252004,Iris-versicolor
+3,6.174187024419443,2.2,4.427474121061892,1.4917193960409187,Iris-versicolor
+4,5.540183528743391,2.947274929891763,3.6937756675524507,1.3628324689916587,Iris-versicolor
+5,5.003084290021998,3.2065507169142733,1.2,0.20159503975632131,Iris-setosa
+6,6.508636688953644,3.0,5.506747086216616,1.8030726878161296,Iris-virginica
+7,6.036984918375585,3.0,4.814342119553218,1.8083157281102658,Iris-virginica
+8,4.604652454615404,3.159329465752198,1.4012281447478037,0.19511232393550343,Iris-setosa
+9,5.003837536299062,3.316371781700522,1.4030669836737009,0.20281286542537647,Iris-setosa
+10,6.428402390779659,3.0,5.544610209742204,1.8097171583550424,Iris-virginica
+11,6.803841783521289,3.0,5.5131282839615015,2.079561588694016,Iris-virginica
+12,6.066992393492864,3.0,4.559427553525745,1.3685044536260393,Iris-versicolor
+13,5.007225985065438,3.304876508557259,1.4127190157802296,0.2017897231092725,Iris-setosa
+14,5.570535430907429,2.4775689123621536,3.866720215424288,1.073203328254621,Iris-versicolor
+15,4.882124832871099,3.0,1.401375450604444,0.19384577665784675,Iris-setosa
+16,7.30945991399377,2.902178452573963,6.2680712930604425,1.79650655529943,Iris-virginica
+17,6.167227557123439,2.200000357113234,4.441391702894255,1.4912801192320206,Iris-versicolor
+18,6.511570630733995,3.208694985325883,5.085968474235959,1.9999955778710754,Iris-virginica
+19,6.450708653129467,3.0,5.538620416379861,1.7963566977264216,Iris-virginica
+20,6.7095894974650605,3.3057283989900275,5.7115829888445395,2.094908817783726,Iris-virginica
+21,4.904347822968907,2.3979639612188044,3.2048252753831363,1.0229506571534277,Iris-versicolor
+22,6.292924934127152,2.3154870190045926,4.422148165696395,1.2970693097302508,Iris-versicolor
+23,6.85329779634363,2.9517716714559326,4.9442731008871945,1.551408098788985,Iris-versicolor
+24,5.505053499037038,3.601499403392597,1.659083414466927,0.4113859680646092,Iris-setosa
+25,6.296096895534865,2.316379190224868,4.448149978578296,1.302794310167947,Iris-versicolor
+26,6.51658174595398,3.173103511999063,5.125147547196947,1.999114239020217,Iris-virginica
+27,5.99991593836895,2.71251747992494,5.1012155598697655,1.617208120313723,Iris-versicolor
+28,6.684612383219878,3.297379424495894,5.776606242032256,2.086630019067238,Iris-virginica
+29,6.11363156769089,2.8103253458645385,4.726412674344807,1.187784018864281,Iris-versicolor
+30,6.739564879752411,3.0,5.5410035173889245,2.134027085384649,Iris-virginica
+31,6.712722194232282,2.5165812604030657,5.816407699555608,1.8038032496447247,Iris-virginica
+32,5.751672941382781,2.5839676987486015,5.052073638904955,1.9372951816089676,Iris-virginica
+33,6.758799030605265,3.301539212643768,5.620627809769121,2.5,Iris-virginica
+34,4.60395885116445,3.2146442995620963,1.400028711524914,0.1978904734614057,Iris-setosa
+35,6.712172209382343,2.492847219187184,5.708564726456246,1.8020783199051664,Iris-virginica
+36,6.3074586727762965,3.297610729757396,4.702457676511526,1.6016479788510725,Iris-versicolor
+37,6.787926620495728,2.801739129602355,4.788204264826366,1.4139414910649173,Iris-versicolor
+38,7.9,3.840262201943563,6.377229185407964,2.0123873338860205,Iris-virginica
+39,6.604867243689477,3.3064320900094937,5.698892788217128,2.5,Iris-virginica
+40,5.02725209847912,3.2091124787156176,1.2000002091117936,0.19855205671982676,Iris-setosa
+41,6.471750872816915,3.0,5.573428693093805,1.790490222054008,Iris-virginica
+42,4.8789840857161275,3.081044421695207,1.7944462804181776,0.10000009405987444,Iris-setosa
+43,5.936859220385536,2.2,5.00461444950989,1.4882835434351973,Iris-virginica
+44,5.4033906647924885,3.882364737439651,1.7149273222179824,0.38895626755120793,Iris-setosa
+45,5.549100209336867,2.531102249478034,4.257860134040097,1.1180152148261955,Iris-versicolor
+46,6.311212614729852,2.3047149431979266,4.431361935962553,1.2942556769787548,Iris-versicolor
+47,6.8293921291560755,3.0,5.54181482809537,2.083567410228092,Iris-virginica
+48,6.886947950342868,3.102930139847354,5.109494433380654,2.2899596970776894,Iris-virginica
+49,5.993986700847041,2.2,4.987865291140489,1.521319265469277,Iris-virginica
+50,5.475277511330601,4.19999902259822,1.3908864287812706,0.19984411176542272,Iris-setosa
+51,4.58559905427902,3.4463062359256784,1.4018603176963014,0.35772066775625844,Iris-setosa
+52,4.498301769605364,2.30462424694836,1.3120296643412137,0.29354374301229547,Iris-setosa
+53,6.234946982056251,2.846270524132321,4.593214657396671,1.2041778918320651,Iris-versicolor
+54,4.602600991548897,3.450462363168738,1.4002977355946573,0.29462313609709123,Iris-setosa
+55,5.467769991159202,4.19999919506882,1.407481600040809,0.2053351104754961,Iris-setosa
+56,6.0738239952954896,2.79173113059708,4.68716344016441,1.1821331675837115,Iris-versicolor
+57,6.624370342402767,2.54092306049995,5.64961605558561,1.8207897399331945,Iris-virginica
+58,4.974428225498108,3.2945676071107943,1.4043300209393987,0.19800909972413633,Iris-setosa
+59,5.538834985340652,3.6340832955722377,1.7024909370203747,0.34719047464376757,Iris-setosa
+60,6.462563736152635,3.0,5.488894614564972,1.7919896466500231,Iris-virginica
+61,6.7113614332288,3.3010600265816374,5.69580656005234,2.5,Iris-virginica
+62,6.781455701779475,2.8071329272815286,4.811198421613671,1.3886814851264744,Iris-versicolor
+63,5.370723477647677,3.0,4.450502559775256,1.512392550187397,Iris-versicolor
+64,5.9104007716310365,3.2039612861926066,4.772192858839821,1.8049197850647867,Iris-versicolor
+65,5.616786628184563,2.5259395252398384,3.9160232974528206,1.120928954255249,Iris-versicolor
+66,7.8999984663474745,3.805698525795121,6.366756177488865,2.0139740898645604,Iris-virginica
+67,6.705575036670708,3.2941780587385785,5.744358692517751,2.102321497182385,Iris-virginica
+68,5.498763809574257,2.4140376123708314,3.833284767070491,1.1058988881515954,Iris-versicolor
+69,7.9,3.791060426448401,6.379687853064346,2.017738757861153,Iris-virginica
+70,7.685757476874589,2.6055283940839398,6.899998886368223,2.2980089493216678,Iris-virginica
+71,5.501162247976308,2.3839691088975177,3.7859309021160907,1.0920352991773807,Iris-versicolor
+72,6.194733943741028,2.2,4.494510797510121,1.5094420406728093,Iris-versicolor
+73,4.885903425170174,3.094406460921214,1.5510200396597953,0.10000010083704844,Iris-setosa
+74,7.20006322147313,3.0,5.9431031842955795,2.1092295225932056,Iris-virginica
+75,4.928010074478847,2.4189853073723198,3.148578038124371,1.0370653851984146,Iris-versicolor
+76,4.488093084899176,2.2870963177168884,1.3068739697897491,0.28927800783517266,Iris-setosa
+77,5.053282975212049,3.4103416754462157,1.4035270108295512,0.297621628036969,Iris-setosa
+78,4.799778541902669,3.0,1.4190151448193256,0.1,Iris-setosa
+79,6.826111149904149,3.172924293466133,5.844024575398888,2.2883079459144264,Iris-virginica
+80,5.1067795842977945,3.842205641967414,1.6104428541613598,0.20849427525437644,Iris-setosa
+81,4.989918262597456,3.201986295142261,1.2,0.20458912558689388,Iris-setosa
+82,5.569831604417232,2.67962213333591,4.1761014793108275,1.264608541140291,Iris-versicolor
+83,5.927274855547491,3.0,5.105029043689028,1.8008280567811867,Iris-virginica
+84,4.902724522206757,3.096162502905197,1.625510689686829,0.1000001074268196,Iris-setosa
+85,5.925895690571881,3.0,4.265611641930584,1.5098291192992888,Iris-versicolor
+86,6.943989574381773,3.0,5.6457870945160895,2.1152599679715145,Iris-virginica
+87,4.848995314587693,3.0,1.405786945360504,0.1,Iris-setosa
+88,4.4,2.8918927931609764,1.4090957688803056,0.20415610844505,Iris-setosa
+89,6.023042816034587,2.930876860142648,4.486807210480159,1.537690178892029,Iris-versicolor
+90,5.736057819336915,2.4928691987945353,4.9513711909032745,1.9993383756133318,Iris-virginica
+91,6.6309413045457,3.315517964951889,5.74432737376781,2.4999996092013492,Iris-virginica
+92,5.590154418911476,2.563942162420769,3.8941053037595377,1.1640742219742706,Iris-versicolor
+93,5.458633280414622,4.2,1.400257384161121,0.19453724549732776,Iris-setosa
+94,6.0326558007602875,2.9557677109715406,4.52721407684439,1.5086756922252802,Iris-versicolor
+95,5.097335071572851,3.6700982836294402,1.724731497997794,0.3434215350818037,Iris-setosa
+96,6.316144406700515,2.29671048812017,4.426903460408819,1.2914835221134946,Iris-versicolor
+97,5.909091890194165,3.0,5.101858074069803,1.8009388719537172,Iris-virginica
+98,5.996759898578959,2.6988745832158343,5.10781798621628,1.6042601601131432,Iris-versicolor
+99,6.402540286517827,2.712135198492153,5.3121365448025575,1.8753692530671076,Iris-virginica
+100,4.899769293341336,3.114096367241086,1.5472637069848667,0.1,Iris-setosa
+101,5.362602009136048,3.8703685361794955,1.665750581689659,0.39667548022671084,Iris-setosa
+102,5.369443887586027,3.3917658949835734,1.6935131713385796,0.1981906293086813,Iris-setosa
+103,5.423267467416294,3.0,4.468414541758409,1.4722875750823512,Iris-versicolor
+104,6.50732914452685,3.19684999518908,5.094040142494348,2.0185924055316775,Iris-virginica
+105,6.497865283110867,3.0,5.658934081279423,2.1560222970401584,Iris-virginica
+106,4.80716180730416,3.0,1.3890215816501283,0.2963426057202493,Iris-setosa
+107,5.500360449057462,4.2,1.389711626456168,0.1975717088261028,Iris-setosa
+108,5.481970223501399,2.6353217013352728,4.228763339110764,1.2665203131537486,Iris-versicolor
+109,6.030076458924045,3.223099393938223,4.75513675896472,1.7632525291939534,Iris-versicolor
+110,5.753313189385549,2.846767780747095,4.399704040308416,1.2815554907426023,Iris-versicolor
+111,6.330218998998505,2.9254730889059526,5.66391943441453,1.8221374126850438,Iris-virginica
+112,6.904109561155495,3.0,5.60073927379283,2.080975075117021,Iris-virginica
+113,5.067293650860743,3.5078185049427666,1.4001359731388494,0.2899198092959816,Iris-setosa
+114,5.142127749848862,3.7441997187248806,1.496329977993518,0.20843241868548604,Iris-setosa
+115,5.154021979118233,2.6798133072316896,3.810087012094184,1.3955885396674332,Iris-versicolor
+116,4.628949134530473,3.3956951166639477,1.4063780026339943,0.298117416266638,Iris-setosa
+117,4.58511252021427,3.2083041142832087,1.3961742287088978,0.20329281146132558,Iris-setosa
+118,6.530164833093301,3.1823227879741323,5.0953068839630316,2.0133433998946226,Iris-virginica
+119,5.819795593406089,2.7973070930201507,5.091763879620091,2.407945491166318,Iris-virginica

iris/tab_ddpm/2/14/test.csv

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

iris/tab_ddpm/2/14/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/14/val.csv

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

iris/tab_ddpm/2/15/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.674446675259542,2.7564399800124395,4.495973490229333,1.279281031012824,Iris-versicolor
+1,6.262509947884816,2.8780311363925817,4.32764465165812,1.3168312957523196,Iris-versicolor
+2,5.627858645850057,3.0,4.182015990370751,1.3215924657639422,Iris-versicolor
+3,6.201616200678126,2.200000302978769,4.541657306197619,1.4791641215220508,Iris-versicolor
+4,4.7934888579350075,3.0,1.3940795622603497,0.10000009038394116,Iris-setosa
+5,5.569238223326153,2.6713933512913806,4.289309639861229,1.282265507603194,Iris-versicolor
+6,5.9558214940420875,2.976094623843373,4.503532779589884,1.5161245059555002,Iris-versicolor
+7,6.156341221377681,2.2,4.471527689654811,1.4950623476156393,Iris-versicolor
+8,6.864769689149795,3.1057607281933173,5.097414366543739,2.288340718032336,Iris-virginica
+9,7.694504828514053,2.597300588070607,6.9,2.2937834699398363,Iris-virginica
+10,5.092309571355211,3.655533079827495,1.4992885668669809,0.45185554217308566,Iris-setosa
+11,5.967275371945704,3.0,4.790616429930363,1.7999316765014233,Iris-virginica
+12,4.884355834769452,3.0960954859728904,1.4947724514830159,0.1,Iris-setosa
+13,6.807589723735018,3.181645027698591,5.877686446722506,2.2729989387129486,Iris-virginica
+14,7.899998698467648,3.7301249755924433,6.444949170251521,1.963725154568636,Iris-virginica
+15,5.08775861934754,3.5155464248790507,1.3931204945303797,0.29571117367139854,Iris-setosa
+16,6.181507910212987,2.200000278675664,4.479378539154265,1.4659421396179717,Iris-versicolor
+17,6.373741432524391,2.7037700899760053,5.0879942822257425,1.8396599550536703,Iris-virginica
+18,6.746801318941702,3.2956408723233923,5.740048632084341,2.5,Iris-virginica
+19,4.903822495324237,3.0777994181217325,1.4854090396711197,0.10000009241083264,Iris-setosa
+20,5.66988611700087,3.8056806284165523,1.8192483251512375,0.41520495697790794,Iris-setosa
+21,5.988021600056012,2.7053198335911315,5.0888042885035745,1.5966444112719782,Iris-versicolor
+22,5.648590533739082,2.628174493476404,3.9060783515679995,1.2500805776918753,Iris-versicolor
+23,7.9,3.8065906517761268,6.402749117997312,2.0112980505220803,Iris-virginica
+24,6.293699873540285,2.674807904546671,4.902139618895132,1.7951023487685922,Iris-virginica
+25,5.535557336413026,2.37901069554998,3.7175589417997212,1.1257876883293778,Iris-versicolor
+26,4.984618344224379,3.297554565496344,1.4052874198196914,0.19626416531165042,Iris-setosa
+27,6.050280510453067,3.0,4.602929038642433,1.4242295081180973,Iris-versicolor
+28,7.9,3.7508122316982684,6.405209317208643,1.9911093599726417,Iris-virginica
+29,5.85352051342539,3.2054904449271464,4.7306548961960635,1.814843137603688,Iris-versicolor
+30,6.777937378041701,2.8085759588258226,4.776583261060324,1.3951879271647702,Iris-versicolor
+31,4.500103504201525,2.30277600998522,1.30305336325596,0.3320086433529848,Iris-setosa
+32,5.353359976505585,3.9178155959471432,1.4987746132506685,0.4010044872481174,Iris-setosa
+33,4.890151243067992,3.0999495801508266,1.4928301271219953,0.1000001207625787,Iris-setosa
+34,7.9,3.7852369869582145,6.403521481096316,2.029568563425093,Iris-virginica
+35,4.997225512186955,3.20302796157665,1.2000002254399043,0.19668342736527117,Iris-setosa
+36,5.085337527408208,3.3807502704914456,1.467053540334226,0.19974534712994402,Iris-setosa
+37,7.1838580763705755,3.0,6.052281472379847,1.9823049409772109,Iris-virginica
+38,5.167842793889376,2.6802611286543754,3.9020693432617137,1.4207097879534074,Iris-versicolor
+39,6.50020868609752,3.0,5.463019703569881,1.8056152256890066,Iris-virginica
+40,4.904719667322962,3.0,1.3893713667382386,0.2044556098818378,Iris-setosa
+41,4.87118582797194,2.393838437090788,3.5113180765438985,0.9752381057411563,Iris-versicolor
+42,6.100665199484844,3.0,4.6076564974565395,1.400798210574638,Iris-versicolor
+43,7.713207668360356,2.6171413182482803,6.9,2.2930524614139762,Iris-virginica
+44,6.703690219146072,2.5118973471935075,5.851633650816994,1.8054000797071388,Iris-virginica
+45,6.712136786321953,3.2598544392300774,5.693097183628938,2.1671742590199616,Iris-virginica
+46,6.395605254712858,2.89837519537625,4.294918574597487,1.309013145790858,Iris-versicolor
+47,5.800738183633771,2.801786861975569,5.110195953853327,2.3989710592598317,Iris-virginica
+48,6.676454615826289,3.274511256766523,5.521703050599207,2.094157694795139,Iris-virginica
+49,5.010435710304115,2.4579239424192423,3.1646390701836644,1.030337184950504,Iris-versicolor
+50,7.686756334013222,2.6124540264556613,6.9,2.3022350229028254,Iris-virginica
+51,4.916050469605426,2.405874497066464,3.410210178860301,1.070504728954085,Iris-versicolor
+52,5.457512254700783,3.424507837945182,1.5989739701568784,0.20319268113520722,Iris-setosa
+53,7.702052225643863,2.6091645830149965,6.9,2.3157474791492603,Iris-virginica
+54,5.466131842186242,4.2,1.3769260738843607,0.19840863961605926,Iris-setosa
+55,4.62725834310892,3.402009998850162,1.401619620189207,0.29948288601545897,Iris-setosa
+56,6.1222576696466655,3.0,4.587915128310692,1.3975294516357517,Iris-versicolor
+57,5.4081208049011895,3.399216400679767,1.6720781190192613,0.19956026741172656,Iris-setosa
+58,6.194478182382157,2.3347749079303295,4.385024342317307,1.2855893987374432,Iris-versicolor
+59,6.871410029549008,3.089838490100124,5.097707266021362,2.303005270620346,Iris-virginica
+60,6.29349909735691,2.4568006683121646,4.821798119958446,1.4594553807267592,Iris-versicolor
+61,4.888639133991846,3.103411103997301,1.5228725748571093,0.10000010518471629,Iris-setosa
+62,5.803679730764091,2.757547160744824,5.118052701992103,1.8824797828694606,Iris-virginica
+63,6.703106904354884,3.2895806049400123,5.6919421555950995,2.110687505317997,Iris-virginica
+64,7.9,3.7675383249898116,6.447194727970191,2.0049659651728446,Iris-virginica
+65,5.987467253638698,3.0,4.770732401697905,1.8042014726203957,Iris-virginica
+66,6.903532077463377,3.1990708620501724,5.850897257496716,2.289139859052719,Iris-virginica
+67,6.672374372187823,3.2814985183493337,5.688259235058093,2.095004115298949,Iris-virginica
+68,5.445997133558362,3.3984428463679186,1.8005157759485566,0.19243026633517663,Iris-setosa
+69,5.8155883924289435,3.0,4.27485382438337,1.4400172639782,Iris-versicolor
+70,6.0981029181520565,3.0,4.5393405868973,1.394498249068071,Iris-versicolor
+71,6.031945824182392,2.6959220645411532,5.115149280962334,1.6135189896117952,Iris-versicolor
+72,6.31129866590854,3.3985814971618584,5.6272284687490295,2.396622714730107,Iris-virginica
+73,6.288541659271096,2.4795221768691604,4.853048547188324,1.4854439252686826,Iris-versicolor
+74,7.9,3.8180957470625385,6.368780519082006,2.0272861917640004,Iris-virginica
+75,6.721675978557464,3.313794168990136,5.694416265266938,2.5,Iris-virginica
+76,4.598661068724928,3.4123194973422657,1.399568786227691,0.37612457738346183,Iris-setosa
+77,5.65291615978076,3.0,4.203257715460835,1.3444948210897443,Iris-versicolor
+78,7.230628461722661,2.893518325694072,6.26522759254179,1.8121742436302215,Iris-virginica
+79,6.681451889623364,3.0,4.969470080112368,1.7166866917901955,Iris-versicolor
+80,4.894088265237607,3.106208341785624,1.5283197642844488,0.1,Iris-setosa
+81,6.691709276044583,2.498938434396928,5.769784160836403,1.8023888812213713,Iris-virginica
+82,6.4953694644409214,3.0,5.42826429354133,1.8103022266165374,Iris-virginica
+83,6.31153166528605,2.474158173579277,4.8400366136545,1.4939860158182219,Iris-versicolor
+84,5.427098432706473,3.0,4.463622468578755,1.4739906726233798,Iris-versicolor
+85,6.321741342035308,3.399451038349273,5.6060937400408,2.3831675539553476,Iris-virginica
+86,6.711819955802267,3.294814793425989,5.688067229188908,2.0984536448178304,Iris-virginica
+87,5.4687334260553575,4.199999081888067,1.3796850655729593,0.19862416476935751,Iris-setosa
+88,6.037869021769895,2.200000275039498,5.004509199844942,1.5148671128237836,Iris-virginica
+89,6.018866611080345,2.695363540607876,5.104891399621225,1.6209398314220844,Iris-versicolor
+90,6.692880322033578,3.0,4.9851342922621615,1.6954384224221521,Iris-versicolor
+91,6.532247185754913,3.0,5.776425375642926,2.1650138219887136,Iris-virginica
+92,5.47275268089736,3.905351551954542,1.6288776373759202,0.3916627383742441,Iris-setosa
+93,6.434318930414687,3.0,5.478873736089213,1.8135922601320105,Iris-virginica
+94,5.001527634903175,3.2195437813787264,1.2000002428563252,0.20096375633926933,Iris-setosa
+95,5.514913750299729,4.199999151624179,1.402127221971104,0.19817639400689085,Iris-setosa
+96,4.609280784295674,3.3868422649729806,1.3961429233629001,0.35499681066195343,Iris-setosa
+97,5.543476637818647,2.47008849580035,3.8538404703836284,1.1372688304047591,Iris-versicolor
+98,5.502235359796531,4.199999178254265,1.3957661565477244,0.20607445618383086,Iris-setosa
+99,4.5951719043569765,3.157646745831094,1.407532525139706,0.20294809873598574,Iris-setosa
+100,6.421935866867063,2.748528471019537,5.314683707333255,1.924360514709431,Iris-virginica
+101,5.622840810792265,2.692336703541051,4.162029044128327,1.2775187203274518,Iris-versicolor
+102,6.335075627176175,2.4823680509794848,4.892627729686961,1.4861930499153684,Iris-versicolor
+103,5.972015457825525,2.7093708970165093,5.06971317777423,1.5868470380836928,Iris-versicolor
+104,5.493672391452484,4.199999102266682,1.3987718283899415,0.19413970882911236,Iris-setosa
+105,6.095093325526825,2.83822302126491,4.670562951514027,1.321923104533329,Iris-versicolor
+106,6.808391867923439,3.195170536357507,5.804019023598692,2.3044812297967887,Iris-virginica
+107,4.98389498496,3.223309212170214,1.2,0.20326828026363108,Iris-setosa
+108,4.903916865217143,3.1077373094957905,1.5169131989273077,0.10000010485265912,Iris-setosa
+109,6.778085635571939,3.200175061531537,5.944107741131713,2.305617898545977,Iris-virginica
+110,6.377457466053372,2.8781912868278825,4.280481531517715,1.2862717733181834,Iris-versicolor
+111,5.791786596627713,2.811514118826442,5.098783614380275,2.401046667805224,Iris-virginica
+112,6.681931556779891,2.5177616428225917,5.828119636082897,1.8075866623931751,Iris-virginica
+113,6.315247970490198,3.3101315103766384,4.735203090402436,1.608497659764623,Iris-versicolor
+114,5.532043828178619,2.4680750064579087,4.145808206353065,1.065285031052421,Iris-versicolor
+115,5.467525583162816,2.3729829746963422,3.7592994187149746,1.0724280963324213,Iris-versicolor
+116,7.9,3.758863293158478,6.4248954132853076,2.0258017300572706,Iris-virginica
+117,6.673167576606129,3.300423496885796,5.801520951235986,2.499999626480093,Iris-virginica
+118,5.111011051248551,3.6439111848448005,1.4997329790888134,0.48772627730180174,Iris-setosa
+119,4.4950636162039945,2.308720276724732,1.3060202685320657,0.3323017963676662,Iris-setosa

iris/tab_ddpm/2/15/test.csv

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

iris/tab_ddpm/2/15/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/15/val.csv

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

iris/tab_ddpm/2/16/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,4.894804480931972,3.0,1.393203617243655,0.1963567885900861,Iris-setosa
+1,5.410457143044379,3.0,4.5037463527611035,1.5480124592672644,Iris-versicolor
+2,6.5687512977665,3.0,5.833318372145755,2.2389616968681247,Iris-virginica
+3,6.005031167576773,3.0,4.272922652219549,1.4717334280456025,Iris-versicolor
+4,6.69039695139164,3.259639888138027,5.692416963267728,2.113933110972989,Iris-virginica
+5,6.082604825059659,2.6012622072500515,5.594660484607707,1.399130899351264,Iris-virginica
+6,6.750422660844646,2.857609837015562,4.835484543436708,1.4275047971190402,Iris-versicolor
+7,6.225047242451859,2.2939656439223217,4.393980289976806,1.2853945331113565,Iris-versicolor
+8,4.630799204979257,3.4075469182193863,1.402856302426478,0.47341158496966934,Iris-setosa
+9,5.254288518151789,3.6895140052409143,1.490383807913252,0.20483208935567926,Iris-setosa
+10,4.971028492222671,2.4370260464051126,3.154224138216041,0.980375717361661,Iris-versicolor
+11,6.30619482264023,2.7034843654496465,4.903165715971016,1.7942598356818689,Iris-virginica
+12,6.024083069568228,2.2000003201006666,4.961589209586637,1.4906242289065077,Iris-virginica
+13,5.576536126063287,3.0,4.1299838134472315,1.3071955823906207,Iris-versicolor
+14,4.9050634338462205,2.3921732352176606,3.2554303571221648,0.9254076525960313,Iris-versicolor
+15,5.0310159759204645,3.3133008651497264,1.4066678747653285,0.19924263666743602,Iris-setosa
+16,5.997994089333284,3.0,4.808619048667458,1.7975249406682074,Iris-virginica
+17,5.841749927382588,2.6914014657678424,5.098595346794086,1.8684931106743103,Iris-virginica
+18,5.568826770141613,2.6096331034427123,4.204366052485523,1.2075652981540017,Iris-versicolor
+19,4.4,2.8982918496394543,1.401637543698242,0.19485722016581422,Iris-setosa
+20,5.5885278053031415,2.4832185279726366,3.7452352647978326,1.1122782741502424,Iris-versicolor
+21,4.914714651460021,2.412922843727799,3.3619548212450145,0.9444683248711794,Iris-versicolor
+22,5.244215720970276,3.804690878197986,1.5417325351590148,0.43922655361147916,Iris-setosa
+23,6.372255949928726,2.719089719454513,5.2935181713454,1.8733787238770456,Iris-virginica
+24,5.440608024318759,3.462477141307691,1.6040065653276128,0.19928241499350885,Iris-setosa
+25,5.987001440377132,2.9324552081061372,4.424021530261844,1.4929106251741255,Iris-versicolor
+26,4.4,2.9063542614880125,1.3942982223894305,0.198410199467926,Iris-setosa
+27,6.783473349165555,2.8212220759488273,4.7602936155309665,1.3841729244521297,Iris-versicolor
+28,4.906162488428033,3.0,1.4002851980618403,0.19493858470695039,Iris-setosa
+29,6.530420551748964,3.2071454683840517,5.170850459827126,2.038441765819346,Iris-virginica
+30,6.703241765368137,3.312987075345855,5.715446888918191,2.5,Iris-virginica
+31,4.876051506256552,3.100578816054113,1.595728672488078,0.10000012329566565,Iris-setosa
+32,4.400000462425906,2.91237434831087,1.3933788962721887,0.19958729284396148,Iris-setosa
+33,6.78765465667686,3.195374545109373,5.836877672642078,2.28448514592019,Iris-virginica
+34,6.626980129742764,3.293821503579851,5.713503217742027,2.4999995371566768,Iris-virginica
+35,5.507667211880372,2.5939215814665197,4.360689116426549,1.1674340762752295,Iris-versicolor
+36,5.929550745500168,3.0,5.112048247638267,1.7875864766639546,Iris-virginica
+37,4.986977382700051,3.2074128778682978,1.2,0.20158562744803948,Iris-setosa
+38,4.801741949607738,3.006320503985128,1.4276713035864195,0.10000009466406819,Iris-setosa
+39,5.071002023678869,2.4605986258298462,3.3283283750958192,1.112655596382015,Iris-versicolor
+40,5.139122678996768,2.500915953230073,3.1209633180518344,1.1010423098644342,Iris-versicolor
+41,5.620560572771722,2.8510511355172707,3.625017669550317,1.3255479370188068,Iris-versicolor
+42,6.522117175908089,3.0,5.71441562971208,2.1910695028963403,Iris-virginica
+43,6.797114194616146,3.1877920500378316,5.878285305033806,2.2977599672701916,Iris-virginica
+44,7.9,3.718789076243212,6.4238047704922145,2.039156505541503,Iris-virginica
+45,6.069926420396661,3.0,4.707482335778301,1.4673279885065051,Iris-versicolor
+46,7.899998508513181,3.810454872873908,6.499426952697698,1.961550295460883,Iris-virginica
+47,5.010649417318634,3.408581832818965,1.5553533032999134,0.4350420166625638,Iris-setosa
+48,5.488258973027512,2.397139523923261,3.8523720902110217,1.0947498646395049,Iris-versicolor
+49,5.339119382413842,3.3776753487924327,1.5215912064996067,0.4413353883897754,Iris-setosa
+50,6.250059936539807,2.82294279334919,5.624051477203837,1.7556909808682453,Iris-virginica
+51,6.010870811189221,2.2000003030527746,4.999613073811248,1.4679345471144063,Iris-virginica
+52,4.99415544206532,3.292400028762421,1.3935255693159108,0.1983579444810104,Iris-setosa
+53,6.677893969818027,3.3226418403798905,5.693407765938229,2.499999635685679,Iris-virginica
+54,5.584183489786973,2.5215749410061745,3.9466208271135415,1.1106209114596766,Iris-versicolor
+55,6.706072357363097,3.0,5.013104038991427,1.7273758658945662,Iris-versicolor
+56,6.101262707121146,2.8044363309981977,4.6620663422402755,1.2134095669551554,Iris-versicolor
+57,6.006143374565509,3.246808867254993,4.8149710988945005,1.755027770837942,Iris-versicolor
+58,6.016357001890921,2.2,4.997249871940453,1.5087682158156288,Iris-virginica
+59,5.867519000427022,3.0,5.0928191298137815,1.7984430223754073,Iris-virginica
+60,6.508361363556041,3.117411849111781,5.134051383493149,1.9678502243642804,Iris-virginica
+61,5.460730163703458,2.396238543260728,3.7201371635432965,1.0763806190195901,Iris-versicolor
+62,5.919710091616563,3.0,5.081644395875983,1.7948684645094257,Iris-virginica
+63,7.899998750774591,3.7977919492824865,6.429224688262638,1.9830406407746246,Iris-virginica
+64,6.474150184773385,3.1910478328715657,5.0966395498858414,2.028963075855296,Iris-virginica
+65,4.9908177177877455,3.205678421408073,1.200000193006507,0.19243100430612403,Iris-setosa
+66,5.032654802251109,3.33421829673646,1.404874192121033,0.20199760529043148,Iris-setosa
+67,6.28634199396428,3.30012828774443,4.6973283581380505,1.5674135471883581,Iris-versicolor
+68,6.315462177428686,2.71774571488483,4.853217470190958,1.7894079078860432,Iris-virginica
+69,6.6385354973343995,2.533720352236026,5.762986054615115,1.7836071130722135,Iris-virginica
+70,5.073557192170666,3.3966943303255994,1.497712864987926,0.20371703905524122,Iris-setosa
+71,6.228550700528928,3.426726223401218,5.645386056622585,2.402633895103323,Iris-virginica
+72,5.151623681662985,3.736589596713316,1.7244635699641258,0.19957158612581244,Iris-setosa
+73,5.464859615931113,2.4108778553071777,3.7099696738507246,1.10390276530339,Iris-versicolor
+74,5.565292667729732,2.4864129720911157,3.8897882135784636,1.1037389180384691,Iris-versicolor
+75,4.908390757898868,3.095147618096503,1.5532970117288598,0.10000009935450467,Iris-setosa
+76,6.782275522046365,3.0,5.777580223550671,2.175453122341955,Iris-virginica
+77,5.466827903658722,3.4045614578647183,1.7325324286736428,0.20798153561635147,Iris-setosa
+78,7.9,3.8358353682845028,6.413586193402823,2.0040671768505436,Iris-virginica
+79,5.807426874034453,2.6908207580888392,5.076420893865216,1.847052347746362,Iris-virginica
+80,4.891511540714901,2.4143336926194867,3.2613620909414958,1.0176528031870218,Iris-versicolor
+81,6.745098389626558,2.8284440176540593,4.7753731627707685,1.42357661201458,Iris-versicolor
+82,7.9,3.8503805489948655,6.34113094430611,2.0116106081861176,Iris-virginica
+83,5.001593648143088,3.2974239249973047,1.3998621050379434,0.20082029294924586,Iris-setosa
+84,5.151805386004489,3.563642106626424,1.3969202118930322,0.3616415607463056,Iris-setosa
+85,6.072077931578161,2.80041802093949,4.669168252546171,1.1828870572989865,Iris-versicolor
+86,6.024956627046216,2.9237686095875373,4.520779292139793,1.452272862487872,Iris-versicolor
+87,5.720525639678518,3.8084881411206752,1.7324583570935013,0.3605913816570867,Iris-setosa
+88,5.897132999156698,3.0,5.103613720990766,1.809949061974147,Iris-virginica
+89,5.5690892473212825,3.7941649516815943,1.5983424517673395,0.3870152433797641,Iris-setosa
+90,6.168429368202298,3.0275294553429286,4.511037769422219,1.4118223037299416,Iris-versicolor
+91,4.591028844738759,3.200952065830547,1.3937711236060026,0.20012024728849548,Iris-setosa
+92,5.48160461051921,4.2,1.3960313063919643,0.19498011064492213,Iris-setosa
+93,5.578153893706048,3.0,4.2597998320524875,1.2891618077612195,Iris-versicolor
+94,6.878673307366525,3.1931874423598816,5.861783711478819,2.3054974001465283,Iris-virginica
+95,5.896773306604234,3.2208483930842404,4.8352811048028554,1.8168406122445298,Iris-versicolor
+96,6.685562530920182,2.496669055327362,5.7381575712340585,1.7983265589913036,Iris-virginica
+97,5.566629336552496,2.6210184110126833,4.268191941233118,1.2309446768088697,Iris-versicolor
+98,4.914430662720893,3.0,1.402671820102211,0.1885130259930765,Iris-setosa
+99,4.900920777970689,3.1085473022575765,1.4885022895615208,0.10000009196718722,Iris-setosa
+100,5.795140688993143,2.663402642121019,5.086042187485034,1.9012670326288386,Iris-virginica
+101,4.907523909048843,3.0845765098081825,1.4885218220038976,0.1,Iris-setosa
+102,6.167895998935732,2.2,4.512690645540111,1.4699103786245704,Iris-versicolor
+103,5.230648747394572,3.3564303504070807,1.594530646682796,0.2762052783925989,Iris-setosa
+104,4.9097813550859115,3.100460145656695,1.4934676349914502,0.1,Iris-setosa
+105,6.6990470817792085,3.0,4.982475249066983,1.7010359805578237,Iris-versicolor
+106,6.095398343139459,2.8143748375239417,4.702272432276206,1.1599804593476417,Iris-versicolor
+107,5.49867789132402,3.0,4.393807276811525,1.4265877880240874,Iris-versicolor
+108,6.781238733272483,2.8077802325805408,4.75692510854667,1.3974757916462484,Iris-versicolor
+109,6.125593624716079,2.806520417413047,4.690851523662858,1.2027055243512108,Iris-versicolor
+110,6.284211857134081,2.891284052798522,5.620671682338754,1.8053113014132385,Iris-virginica
+111,5.469751257091199,2.62091071675016,4.3921967688317665,1.2179234191782016,Iris-versicolor
+112,7.677619774504461,2.6078244880171613,6.9,2.300936113413987,Iris-virginica
+113,6.261970516217306,3.4070707866140304,5.653296221091043,2.40620255621321,Iris-virginica
+114,4.591022488269735,3.187766256375984,1.4017858833639654,0.19748886643376057,Iris-setosa
+115,5.622039739753891,3.740503926643071,1.8734424544297115,0.3900965267907376,Iris-setosa
+116,4.631059961159216,3.2186948471710255,1.4081179020330594,0.20377982500349914,Iris-setosa
+117,6.926972836457559,3.206640723948873,5.854296273119268,2.2949313989044775,Iris-virginica
+118,5.1866722540274734,2.740071878651987,3.8640550886390943,1.4121699324628367,Iris-versicolor
+119,6.360631751141869,2.922291786011642,4.343309807902117,1.3385686698838302,Iris-versicolor

iris/tab_ddpm/2/16/test.csv

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

iris/tab_ddpm/2/16/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/16/val.csv

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

iris/tab_ddpm/2/17/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.073573173679918,2.5048303722974796,3.0929667490261497,1.1029488757193202,Iris-versicolor
+1,6.67518739614878,3.0,5.018202740998952,1.68568784140887,Iris-versicolor
+2,5.605032548111131,3.752197324979316,1.5782057350159462,0.3469706642941761,Iris-setosa
+3,5.153754384335518,3.543143763664413,1.491402683242762,0.33838350412435325,Iris-setosa
+4,6.900534852794944,3.1599688984719694,5.742047040204,2.275198274105729,Iris-virginica
+5,4.990260944822725,3.2073055493514433,1.200000313025581,0.1996257785968742,Iris-setosa
+6,5.291639213727567,2.4863341827363765,3.345109316317003,1.097577492781417,Iris-versicolor
+7,6.272409948968935,2.906895146535912,5.598986350292282,1.8019705096914789,Iris-virginica
+8,5.0307280922035025,3.4710857191424385,1.5739128068385668,0.4228083215388383,Iris-setosa
+9,6.289922333803833,2.88141971505669,5.59134473812964,1.7935751143312968,Iris-virginica
+10,6.109041639013591,2.600159350294803,5.597375071126807,1.407584800091101,Iris-virginica
+11,6.484012957905519,3.0,5.544239813312178,1.8073209131828842,Iris-virginica
+12,6.1478075448639,3.0,4.6001470330748795,1.3742565055615188,Iris-versicolor
+13,5.920825045537177,3.0,5.098248147874954,1.7893087581077494,Iris-virginica
+14,6.484955783459949,3.0,5.485720112600909,1.8006036833845838,Iris-virginica
+15,5.450931633692178,4.2,1.3975917287015402,0.19936074100875312,Iris-setosa
+16,6.278327082976654,2.69760869074734,4.946234903914833,1.8010168591652949,Iris-virginica
+17,5.758536828036756,2.8000230329422227,5.093274289051759,2.41588462591107,Iris-virginica
+18,5.512331669776604,4.199999275312074,1.404083908873309,0.20859944898767227,Iris-setosa
+19,5.224398142653265,2.7107531429848732,3.9220682859108282,1.4098640078792557,Iris-versicolor
+20,6.026819610255294,3.0,4.761528180332646,1.8060941048729267,Iris-virginica
+21,5.808902641367305,2.812303458446875,5.1036007565593176,2.3961310254399995,Iris-virginica
+22,5.217676724728073,3.7937042211758016,1.527963613944358,0.4457638483253858,Iris-setosa
+23,4.994090953409818,3.2113618911049677,1.2000001941820058,0.20189426597066382,Iris-setosa
+24,5.488706014784986,4.199998807744574,1.3946166763391514,0.20134120636869612,Iris-setosa
+25,5.818607783773993,2.8130973611272094,5.11241182142961,2.3207559802620636,Iris-virginica
+26,4.955984627841416,3.394650140282756,1.4923204349371655,0.42306680565475485,Iris-setosa
+27,5.407408698709261,3.4013354069461403,1.7324561019707692,0.19893414917127095,Iris-setosa
+28,5.592244227425267,3.0,4.029280631773046,1.2655636585508805,Iris-versicolor
+29,6.60533194425758,3.0,5.7333606046362595,2.1675731977582497,Iris-virginica
+30,5.7001047207313125,3.8201633776728467,1.7219324555095472,0.30504805534094454,Iris-setosa
+31,5.84288278605237,3.1564522056831814,4.814683675939158,1.7846430594592768,Iris-versicolor
+32,5.438990658266957,3.4062074377973754,1.785019901440889,0.20385890755660693,Iris-setosa
+33,5.698896068459172,2.9930144641941046,3.8692110037790375,1.383220267007265,Iris-versicolor
+34,5.014267404330546,3.31081656157245,1.4036977582432029,0.19927959713459958,Iris-setosa
+35,5.63567446092638,3.0,4.244259997738974,1.317967960043587,Iris-versicolor
+36,5.6135233790060575,3.745500064596638,1.5443521837145116,0.2839978275966349,Iris-setosa
+37,6.710961369801499,3.0,4.988752882602935,1.7173103729272154,Iris-versicolor
+38,5.8960209846420355,3.0,4.168599703446397,1.450477940744911,Iris-versicolor
+39,6.015992384841206,2.7227768226524285,5.098027997793877,1.5976710924804114,Iris-versicolor
+40,6.888211949929981,3.2013231270052587,5.732924094510502,2.296172943133197,Iris-virginica
+41,5.097692253758011,3.3108427645056144,1.7262934213958678,0.4083763452227317,Iris-setosa
+42,7.9,3.7981524533742257,6.491869022377616,2.044868424681642,Iris-virginica
+43,5.205378722333736,3.744390060373905,1.4941632747123674,0.20308582097111977,Iris-setosa
+44,5.498571690832733,4.2,1.3908912730448804,0.20381147544082512,Iris-setosa
+45,7.089959580999495,3.0,5.9196153289988125,2.088323121711519,Iris-virginica
+46,5.007691000781161,3.515996554327797,1.4841221226645005,0.3389218732936784,Iris-setosa
+47,6.2642718787481195,2.5107902330692875,4.835820618344511,1.4583288859129593,Iris-versicolor
+48,4.8878743180275235,3.0964937407597994,1.5111213733169453,0.1,Iris-setosa
+49,5.005545063438964,3.185175957484688,1.2000002278936222,0.20041000772944853,Iris-setosa
+50,6.6662314044982525,3.0,4.923549209114274,1.6786685055571582,Iris-versicolor
+51,5.980202576125513,2.2,4.971790702838562,1.511267364037514,Iris-virginica
+52,4.912143332445013,2.4148721482812032,3.2847502043752423,1.0057304303567545,Iris-versicolor
+53,5.609046570566794,2.5018695624935376,3.8007208821815697,1.0540910295531236,Iris-versicolor
+54,5.492439524422653,4.2,1.4025672049139914,0.19957701218160157,Iris-setosa
+55,6.00267943883201,2.8940793293956144,4.502904895611511,1.4927000864893005,Iris-versicolor
+56,5.548655630144418,4.19999915986409,1.397611958751553,0.20974110389263406,Iris-setosa
+57,5.148432327242697,3.760633873520941,1.630939547053656,0.2002329608149978,Iris-setosa
+58,5.571142161072395,3.0,4.202380619307934,1.2813520972340582,Iris-versicolor
+59,6.023991430190616,2.715339939911451,5.077352933094625,1.609567457798374,Iris-versicolor
+60,6.1259974626474385,3.0,4.550494957475181,1.450708826901423,Iris-versicolor
+61,6.110200624772505,2.8364994458558277,4.645201988456358,1.2166878900845117,Iris-versicolor
+62,5.554300898303339,2.7000480429539717,4.151608051616012,1.2532268573381482,Iris-versicolor
+63,6.082538083911725,3.0,4.588526668180574,1.4220983699413048,Iris-versicolor
+64,4.788673820320594,3.0,1.398303326078035,0.36666340679551457,Iris-setosa
+65,5.682888443891201,3.779526620265294,1.5824476296923518,0.3100858877505177,Iris-setosa
+66,6.2368324165777755,2.296169717495908,4.348969073106486,1.2987934147399514,Iris-versicolor
+67,5.002634615970952,3.2118454620035726,1.2000001961985607,0.19732684244302817,Iris-setosa
+68,6.8667958812453795,3.219394908691494,5.636544013867939,2.2989612475799786,Iris-virginica
+69,4.589877815343378,3.4075741390185548,1.403037601139116,0.415464740088662,Iris-setosa
+70,6.0040008895639625,3.0,4.835960044625402,1.8019360821823416,Iris-virginica
+71,5.439502400247932,3.8830009029486225,1.6000904760159953,0.4371864269568013,Iris-setosa
+72,6.668142465850988,3.2797126368725724,5.793013786553522,2.109837801972521,Iris-virginica
+73,5.72750645511565,3.106068067644155,4.701398978026174,1.754115566433669,Iris-versicolor
+74,6.2255364196211085,2.2,4.508315898229326,1.5051966719185594,Iris-versicolor
+75,5.592694526668632,2.485373273006448,3.852052591434621,1.040823545186313,Iris-versicolor
+76,4.853137233693141,3.0,1.4015238543514204,0.2783411205142363,Iris-setosa
+77,4.908072415200159,3.0,1.4011083081312319,0.20057451040060176,Iris-setosa
+78,6.100253829899401,2.61148840196477,5.590300885989035,1.3946974118345126,Iris-virginica
+79,5.466587602218762,3.0,4.34498366401843,1.4210485221353435,Iris-versicolor
+80,6.494871836514052,3.0,5.4911263526865675,1.7946884665446874,Iris-virginica
+81,5.243570331352192,2.791769234871629,4.138376874086141,1.434124163581025,Iris-versicolor
+82,7.899998515558089,3.7623208705564153,6.3679007358938104,1.9877236695610567,Iris-virginica
+83,5.884617617029795,3.0,4.267113911519687,1.49293890969704,Iris-versicolor
+84,4.926544011690367,3.026145496974294,1.402402010815996,0.1981373246797407,Iris-setosa
+85,6.067212526123064,2.5882423680153264,5.621989942939985,1.4255626914776602,Iris-virginica
+86,5.406026466736899,2.9811106491812804,4.3368320242039164,1.4558398001659523,Iris-versicolor
+87,5.9621893348290165,2.7236033246782774,5.092684796815533,1.6197760252358706,Iris-versicolor
+88,6.551184057960883,3.0,5.597405489911527,1.8069468145971808,Iris-virginica
+89,7.146192371640804,3.0,5.903899312985828,2.098017191735291,Iris-virginica
+90,4.596277573992441,3.2051055637795964,1.4057376377604387,0.20234422885217765,Iris-setosa
+91,5.514706268722683,4.199999042636743,1.3984160678375956,0.19791599095428292,Iris-setosa
+92,5.603753447621168,2.7991305908212185,3.8327577347313513,1.3027040546307802,Iris-versicolor
+93,6.840146925448018,3.088887607610084,5.088651860121199,2.2900585403251217,Iris-virginica
+94,5.391314955720817,3.4051021131557286,1.4932317078474706,0.37569816727009087,Iris-setosa
+95,5.156777147109322,3.7955655288030323,1.4963714507490045,0.20170657331774852,Iris-setosa
+96,6.429000067580182,2.6926929987730115,5.25033656194995,1.882294718101812,Iris-virginica
+97,6.33876512654811,2.8730834458233434,4.362677042970422,1.2746440975657964,Iris-versicolor
+98,4.908519507521498,2.3974691773039627,3.321319513945948,0.9909455384949872,Iris-versicolor
+99,5.732515829175421,2.5051504927219437,5.01155352673678,1.9983955089638807,Iris-virginica
+100,7.9,3.8603494201527977,6.459292020151407,2.022387921285375,Iris-virginica
+101,6.138070702358808,2.603012593961274,5.6156800040555535,1.3954104694784468,Iris-virginica
+102,5.5206190717576185,4.199998794437398,1.3920622386594619,0.20506633821194478,Iris-setosa
+103,7.334769578969585,2.8805552877960943,6.340436919334936,1.8058264095620666,Iris-virginica
+104,6.88008981775458,3.0964952528183756,5.114322710828497,2.292963973663702,Iris-virginica
+105,6.859285826340545,3.110249503223011,5.092204547129651,2.298593555518604,Iris-virginica
+106,5.39643509807089,3.0,4.547946599202901,1.5428868499203388,Iris-versicolor
+107,7.899999006044451,3.816313768676696,6.397931681605124,2.033755900220657,Iris-virginica
+108,5.456790922099085,3.0,4.478972597819645,1.4705957950097974,Iris-versicolor
+109,4.906882014107282,2.391912583928484,3.3446550343574954,1.0672725672113657,Iris-versicolor
+110,5.712282832823006,2.4893844928982434,5.002861098243076,2.001604165537949,Iris-virginica
+111,4.583353707396653,3.4010985036368213,1.3991538770581557,0.2950392402646532,Iris-setosa
+112,6.677943177897369,3.303977869918585,5.706068827153134,2.1077944340744144,Iris-virginica
+113,5.4160561686723305,3.0,4.49559808652369,1.5122107230446993,Iris-versicolor
+114,6.06049567789825,3.0,4.611306242690686,1.3899848675165614,Iris-versicolor
+115,5.472954635372253,3.53886975050137,1.7581332652374542,0.3892024426055343,Iris-setosa
+116,5.797228494905499,2.7040088124130546,5.095279403794525,1.8715893377472217,Iris-virginica
+117,6.073923943725683,3.0,4.5034393455488795,1.4132218633293723,Iris-versicolor
+118,6.8803602399752055,3.198226777011954,5.794675062163149,2.3112050249185674,Iris-virginica
+119,6.313967577148933,3.3968676082417018,5.5904211082549224,2.3733485658282882,Iris-virginica

iris/tab_ddpm/2/17/test.csv

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

iris/tab_ddpm/2/17/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/17/val.csv

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

iris/tab_ddpm/2/18/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,7.9,3.7900246112605576,6.369789311229653,2.007399617927648,Iris-virginica
+1,5.016687585580859,3.305686000632817,1.4036560905464266,0.1981174524697571,Iris-setosa
+2,5.212307852282702,2.702218551672967,4.0032074844443635,1.378706232401901,Iris-versicolor
+3,6.421226226949163,2.897981016319579,4.293844706640378,1.2650451628724613,Iris-versicolor
+4,5.010495236917994,2.4704458828829394,3.1937431118218607,1.0800698250197571,Iris-versicolor
+5,4.99651088846828,3.2913798062517974,1.3879639234875856,0.20388408493579238,Iris-setosa
+6,5.6727771403804335,3.8049254446592933,1.629260338050277,0.300321979964307,Iris-setosa
+7,5.243092175435733,3.39448738881909,1.7773899384859237,0.1988041473666396,Iris-setosa
+8,5.005834928973629,3.203755580249589,1.2000002001785601,0.19782474476164102,Iris-setosa
+9,6.524631783731074,3.1947901245831427,5.106255444476713,1.9938952910304164,Iris-virginica
+10,7.052229062102488,3.2083300025194745,5.790478563554687,2.2978453382808133,Iris-virginica
+11,5.3766711560450435,3.394829038217913,1.6819089137996075,0.20790589383273803,Iris-setosa
+12,7.899998805644557,3.798386394157729,6.354925884938457,1.9889440480852227,Iris-virginica
+13,5.5706327885964395,3.0,4.151825742799606,1.3207537080101621,Iris-versicolor
+14,5.507649332516514,2.390785161014931,3.75850840028554,1.0998494521364355,Iris-versicolor
+15,6.323028552642273,2.9336984972537046,5.5912476078375,1.8257598704848186,Iris-virginica
+16,6.8491246269332535,2.631307290611778,6.062379927637894,1.795024353990425,Iris-virginica
+17,6.278069725022892,2.5111291960002995,4.828565814355196,1.4866513528025362,Iris-versicolor
+18,6.837980703009749,3.200682780989389,5.7317781191378945,2.2867592918180972,Iris-virginica
+19,7.9,3.745652952880489,6.389060498518516,2.0597932258557234,Iris-virginica
+20,6.719572768478788,3.2926917073456634,5.687108925085875,2.499999612709518,Iris-virginica
+21,6.309103926335087,3.4064810174521165,5.596852092190554,2.3866007876261146,Iris-virginica
+22,6.700055975328408,3.2933838186683877,5.673575682040476,2.4999994799458944,Iris-virginica
+23,5.428325640685065,3.8877163078394292,1.6131556081824527,0.3650895349087284,Iris-setosa
+24,4.900551012693817,3.0,1.4008727970037766,0.1994496367517832,Iris-setosa
+25,6.402655804894895,2.9091715676975727,4.323809101316414,1.293719577748944,Iris-versicolor
+26,5.466863652402117,3.8447911994147708,1.5665972457000956,0.384955383329488,Iris-setosa
+27,5.25785102520626,3.629056086830257,1.5376285772128737,0.2004994658060863,Iris-setosa
+28,6.481375384515686,3.0,5.761430636632561,2.1984276151100732,Iris-virginica
+29,7.9,3.8760954788510973,6.436439903983672,2.0177575394114746,Iris-virginica
+30,6.326284029592424,3.402612251842071,5.587131067245065,2.3922404982624896,Iris-virginica
+31,6.651369646869622,3.311820693671293,5.758851037587902,2.5,Iris-virginica
+32,5.932577140340967,3.1973695291066306,4.787708792343363,1.7948270136674296,Iris-versicolor
+33,6.305027145883648,2.5082844158422626,4.93464326433497,1.5301217912223932,Iris-versicolor
+34,5.876743806208599,3.0,4.273720338239938,1.4606246564702527,Iris-versicolor
+35,5.487924717464924,2.5372566730134496,4.317969037696169,1.1297595002455605,Iris-versicolor
+36,7.9,3.825760934543749,6.367221580676972,2.0290036200201556,Iris-virginica
+37,6.19315634055006,3.0,4.608341955848722,1.376284570652526,Iris-versicolor
+38,5.002262659289826,3.403465201490391,1.642686429142966,0.41539300754155234,Iris-setosa
+39,5.389296240617136,3.0,4.469053288740927,1.4903555494265102,Iris-versicolor
+40,5.097025333319288,3.3918711653636797,1.6317848246997726,0.20270210637281288,Iris-setosa
+41,7.9,3.78787370655726,6.439327857522191,2.021339420260514,Iris-virginica
+42,6.3236108799409925,3.3936722470270833,5.603314524912444,2.3895094140037836,Iris-virginica
+43,4.942193584587112,3.29394640131084,1.4032053893922665,0.19588952707009993,Iris-setosa
+44,6.500653242772708,3.0,5.47312879411802,1.806800376379861,Iris-virginica
+45,5.0905456107610325,3.6672591845245517,1.4983035853793039,0.3767998709684443,Iris-setosa
+46,5.785799385618399,2.769839971092123,4.53936809792639,1.183998547207015,Iris-versicolor
+47,4.794100112335409,3.0,1.4005016773877565,0.2909515310770925,Iris-setosa
+48,4.61271936475778,3.2041443613373644,1.4027756833821978,0.2005048842721195,Iris-setosa
+49,6.288614739467799,3.2863296854363995,4.702276265946686,1.6044948121155242,Iris-versicolor
+50,5.739489676681445,2.5105866932797585,5.013631267052467,1.9819462249499347,Iris-virginica
+51,4.975670326054803,3.264297650273874,1.417358997148317,0.1995901130690546,Iris-setosa
+52,5.2580883630454,3.8109031709641794,1.7820598981512865,0.4148368821825287,Iris-setosa
+53,5.004057140607081,3.202078683018409,1.2,0.20665212661230922,Iris-setosa
+54,6.172150248586083,2.200000303989012,4.499302268519148,1.5002324419501774,Iris-versicolor
+55,5.558326737800705,2.8946665178586053,3.50447177756745,1.2868153084854632,Iris-versicolor
+56,6.812518000437571,2.787387297986847,4.767954233288631,1.399995863335922,Iris-versicolor
+57,5.599548755912966,2.895406959301193,3.6004382758721873,1.3132876911570188,Iris-versicolor
+58,5.000914986820782,3.221785935488194,1.2,0.19672668688764666,Iris-setosa
+59,5.192054819657384,3.8676975215781764,1.696020214648554,0.4036134161031729,Iris-setosa
+60,6.8011806507449775,2.822507699885671,4.814257810564939,1.3992775739541994,Iris-versicolor
+61,6.106991227328299,2.8219829177082145,4.657751115171646,1.2218713755677613,Iris-versicolor
+62,5.455781671411462,3.408387934413018,1.7475431466894376,0.1986799771257242,Iris-setosa
+63,7.705236294061354,2.6022115680837965,6.8999988473246985,2.304005229061193,Iris-virginica
+64,4.899760973295412,3.0,1.4021389788593777,0.2023070066297764,Iris-setosa
+65,4.802927189314869,3.0,1.4054905015100156,0.10000009707702867,Iris-setosa
+66,4.400000472216457,2.9042754431786553,1.4000147034676733,0.2032314630073908,Iris-setosa
+67,6.39996720365756,2.8829358870500177,4.334731558438318,1.3161075751941695,Iris-versicolor
+68,6.843472542146692,3.1527188092926486,5.855519093310618,2.2969081429551754,Iris-virginica
+69,5.196102271545104,3.80079608992787,1.495440916613613,0.3793942072782127,Iris-setosa
+70,6.406549048445571,2.7049050965118364,5.281827538788331,1.8973146270619703,Iris-virginica
+71,6.696689221757771,3.0,4.9929066944162654,1.7050253460632976,Iris-versicolor
+72,6.664984322374924,2.5022921243831875,5.8258128176617765,1.7854448191671486,Iris-virginica
+73,6.394018066687048,2.9002773230426055,4.37570382551318,1.314451125865029,Iris-versicolor
+74,5.715398345467082,2.537645262554793,5.011516474278016,2.003054122068919,Iris-virginica
+75,6.679495293304266,2.509060860504832,5.825679336011272,1.7970851304186617,Iris-virginica
+76,6.7118975971941115,3.301748118383039,5.665525177207294,2.4999996300496568,Iris-virginica
+77,7.318542204584575,2.8990990398059573,6.286262271806263,1.8098468991133843,Iris-virginica
+78,5.477820847380522,4.199998967495251,1.3841936262413836,0.19754391745391975,Iris-setosa
+79,5.916069636023382,3.0,5.036308558307395,1.7911046880017139,Iris-virginica
+80,6.301007018943185,2.301274479478738,4.4409639538645775,1.279408702059848,Iris-versicolor
+81,4.400000609394971,2.890997441449158,1.3781721879541562,0.1975139787463316,Iris-setosa
+82,5.9816127885832735,3.0,4.817029034253224,1.802403733434638,Iris-virginica
+83,5.785336525212499,2.6814637439727003,5.120050044730409,1.8971876922359705,Iris-virginica
+84,5.5028578996610085,2.6079472696405896,4.422104406213299,1.2093078913986781,Iris-versicolor
+85,5.430911171807795,2.5449217244117053,4.3283303177548875,1.132890888950014,Iris-versicolor
+86,5.279492084811498,3.7773781921246576,1.4936477445579788,0.198439154654511,Iris-setosa
+87,5.872750078881871,3.0,5.092545447687897,1.809357682735063,Iris-virginica
+88,6.538582535898447,3.1844000084642117,5.1267164142495,1.999749897259085,Iris-virginica
+89,4.870364464309027,3.090988614092499,1.5421517071782147,0.1,Iris-setosa
+90,5.565892477534305,2.5072830991064947,3.88109103267987,1.1217691164047539,Iris-versicolor
+91,6.0768178107075315,2.8112827937653995,4.68376148904457,1.2452803636769008,Iris-versicolor
+92,5.500277278404674,4.19999908715855,1.4005186960132456,0.1962934435202296,Iris-setosa
+93,4.40000055379827,2.8990231389344427,1.396043153408022,0.1938861790552131,Iris-setosa
+94,5.49201823581583,4.199999106991518,1.4025756035767833,0.2013013300569066,Iris-setosa
+95,5.137387247238913,2.508911579118242,3.1058418543115662,1.0947701718059368,Iris-versicolor
+96,6.0922141859175545,2.8051748883360146,4.6778407732981755,1.1813471613830784,Iris-versicolor
+97,4.84633229692595,3.0,1.423006333940814,0.1,Iris-setosa
+98,5.624185423236653,3.0,3.913410857852698,1.2904490059424059,Iris-versicolor
+99,4.484807945729111,2.291823448729185,1.29817666359014,0.28967602189073205,Iris-setosa
+100,4.8891568428984895,3.1162886229628532,1.4932098933937785,0.10000009429987143,Iris-setosa
+101,6.009823105183895,2.2000003109258603,4.968188000976461,1.4859053072216326,Iris-virginica
+102,6.647653154074944,3.2991073167121177,5.680382210837966,2.4999996483265705,Iris-virginica
+103,6.637955179739549,3.3056040002605576,5.733443059478669,2.5,Iris-virginica
+104,7.8999988237233705,3.8038060400229505,6.379078179879835,2.0013125390834228,Iris-virginica
+105,5.605974628649598,2.68413056420549,4.461218665239368,1.2062979012316104,Iris-versicolor
+106,5.577851049025582,2.990497783349156,3.8694428556171863,1.292206550789599,Iris-versicolor
+107,6.287849310684689,2.7161638131976455,4.964567087777904,1.814787013214013,Iris-virginica
+108,5.648699176960164,3.7931202029609263,1.7404114562793973,0.34901766923050476,Iris-setosa
+109,6.948595000142169,3.200271763476277,5.810113620804668,2.314501833853403,Iris-virginica
+110,4.4,2.9227942402268594,1.3937667971733032,0.1991650303221959,Iris-setosa
+111,5.806779186719284,2.683392108112817,5.099359150124068,1.8963371447204902,Iris-virginica
+112,4.894903254818351,3.046532862860611,1.4862383938755546,0.1,Iris-setosa
+113,5.977305149162839,3.0,4.802030060417249,1.8045976397984125,Iris-virginica
+114,6.692954058145346,2.4865684146549993,5.697657753386355,1.7962392880570615,Iris-virginica
+115,6.302066003329119,2.8816062663999817,5.569776469139104,1.807013300501891,Iris-virginica
+116,5.61582442031938,2.6442893027893524,4.433469108579422,1.208616495157637,Iris-versicolor
+117,4.591340228428056,3.3939856306248966,1.403762601098372,0.30828096274922134,Iris-setosa
+118,6.301842724848073,2.789904353282589,5.49698403130133,1.8143579214203969,Iris-virginica
+119,5.115298443303616,3.393380448485913,1.4985673992986255,0.19973061237728307,Iris-setosa

iris/tab_ddpm/2/18/test.csv

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

iris/tab_ddpm/2/18/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/18/val.csv

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

iris/tab_ddpm/2/19/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,6.045550448872967,3.0,4.878355782749488,1.7991992622725492,Iris-virginica
+1,5.1190963496696344,3.5401245674734025,1.3897433076471002,0.3286933371212426,Iris-setosa
+2,7.9,3.775435200964312,6.398727404696497,1.9813090094437775,Iris-virginica
+3,5.8844610116561356,3.0,5.097135087589732,1.7977553903220937,Iris-virginica
+4,7.8999985001493265,3.8252044457143604,6.400778277367211,2.0131029426575626,Iris-virginica
+5,6.325079357198661,2.9407464843792157,5.577704977776605,1.8085788781820396,Iris-virginica
+6,5.006030026015537,3.2943915678072564,1.4115708912669662,0.20472933718171638,Iris-setosa
+7,6.3107419808392935,2.913553421647244,5.573020387354336,1.798091845481728,Iris-virginica
+8,7.287702002828171,2.9073235692855293,6.320371207897932,1.8106250021443981,Iris-virginica
+9,6.705302792555949,3.292012470291516,5.812695526953155,2.4999996324450926,Iris-virginica
+10,5.512795931832832,4.199999138327599,1.410492667660344,0.20515122375247138,Iris-setosa
+11,6.304167820715331,3.2930114230356686,4.668730307590357,1.6152029650482556,Iris-versicolor
+12,4.9035674660985675,3.0866132676390903,1.4879785870018367,0.10000010307385522,Iris-setosa
+13,6.0374586460004105,2.6931320644817687,5.102017335406279,1.5880217350061478,Iris-versicolor
+14,7.7172977793381925,2.6010371530697722,6.9,2.324698637016375,Iris-virginica
+15,5.505783763643738,3.622045338428284,1.4964657833650157,0.35332947413578436,Iris-setosa
+16,6.115138037064509,2.978661850731824,4.583971344182279,1.3828314851190664,Iris-versicolor
+17,6.419814196709972,3.0,5.65599393365721,2.221954979636898,Iris-virginica
+18,6.394848672358532,2.881030756692134,4.370976702506951,1.2918259361716493,Iris-versicolor
+19,5.898817956180422,2.706143702002049,5.107031800413409,1.8814134476564792,Iris-virginica
+20,5.785427389234067,2.70870941773982,5.10686458128521,1.896556072618251,Iris-virginica
+21,6.097457184117372,2.5924309962792105,5.617203684651326,1.400838458385454,Iris-virginica
+22,5.537375243472914,4.199999054572743,1.4058262571280875,0.20366510615555727,Iris-setosa
+23,4.965399164557515,3.2474011020067954,1.3985364696194456,0.1982166346433591,Iris-setosa
+24,6.700743915905621,2.5041997298721532,5.848477086206704,1.7925954516869678,Iris-virginica
+25,6.697349694892254,3.3156070864277667,5.63643530958144,2.5,Iris-virginica
+26,5.797247218570937,2.8154306828251245,5.096878614150178,2.4014456469221925,Iris-virginica
+27,5.580573496201655,2.656302812679983,4.4521126995685645,1.2147792295119362,Iris-versicolor
+28,5.5920548174120395,2.6436050494703895,4.312569481192549,1.2267296936742569,Iris-versicolor
+29,6.672405417086354,3.312391620961864,5.723588967360632,2.5,Iris-virginica
+30,6.642756928741797,3.30905684788752,5.656864765171565,2.1465142658932006,Iris-virginica
+31,7.6582634379559265,2.598788291180538,6.899998818875637,2.2840210410661337,Iris-virginica
+32,5.7233048186779545,2.521269244033737,5.005251483659388,1.9914875668167975,Iris-virginica
+33,5.009444323454539,3.200682214408019,1.2,0.20123776799293347,Iris-setosa
+34,6.958053703573218,3.187755586361311,5.5392767432241445,2.300372102088675,Iris-virginica
+35,5.07759291851132,2.496006424145395,2.9591069946484163,1.0886615523563645,Iris-versicolor
+36,6.822468814616345,3.0187292531382193,5.268438411016741,2.2246103149671477,Iris-virginica
+37,5.102835215534172,3.489999476777257,1.4015007176368288,0.29705961872922165,Iris-setosa
+38,7.9,3.8053673253151254,6.439004919458284,2.0140810045086606,Iris-virginica
+39,5.44041745930408,3.8661148484295467,1.6722299999481987,0.36592168164107175,Iris-setosa
+40,5.496370656727609,2.611518933207694,4.4136357311486565,1.2232191807228499,Iris-versicolor
+41,6.281845394081394,3.3988414137727174,5.632796850172046,2.4033491409000924,Iris-virginica
+42,4.811841012458146,3.0,1.4036214005354593,0.1,Iris-setosa
+43,5.503240017418774,3.0,4.4131594965355605,1.4712785141535067,Iris-versicolor
+44,6.8323549632407445,3.176660680295747,5.786823495423705,2.2754211779659452,Iris-virginica
+45,5.227721468872712,3.42703554681441,1.6253573671434036,0.201697081195205,Iris-setosa
+46,5.111021150991058,3.297161365403555,1.821965288412471,0.42815815702268734,Iris-setosa
+47,5.436924156775759,3.406559801828802,1.6836149666188596,0.19723707084214365,Iris-setosa
+48,4.608790055490567,3.3974453510418905,1.404601780704707,0.3464588338534521,Iris-setosa
+49,5.661673100917075,2.716474973528889,4.2978194737825275,1.2598693140528645,Iris-versicolor
+50,6.4088609402783305,2.7275459478233164,5.26509164249616,2.0054312002663064,Iris-virginica
+51,6.431604489678168,2.690742892410966,5.3078008240943095,1.8878184230209594,Iris-virginica
+52,5.447424105381289,3.4055431133469476,1.6004699226684052,0.42775366817574,Iris-setosa
+53,5.509216836423012,3.0,4.373391090634719,1.3905242465999457,Iris-versicolor
+54,6.813380137801948,2.784255764112919,4.809293867152575,1.3888864689558873,Iris-versicolor
+55,6.706613620422816,2.5046837105092985,5.768276139678546,1.795509099969327,Iris-virginica
+56,4.495579482343337,2.307628530968321,1.2964336894266242,0.3170193526908322,Iris-setosa
+57,6.072515342885379,2.8392863084971225,4.6440131066929755,1.2919375265383577,Iris-versicolor
+58,5.533716205832991,2.6128053225093244,4.400496440115704,1.2218767570965925,Iris-versicolor
+59,4.99143403117635,3.3806674211718475,1.7823732661810348,0.3578806453088037,Iris-setosa
+60,6.394935034713861,2.89506485443761,4.315561995067002,1.2907298316524773,Iris-versicolor
+61,7.9,3.8315356009192456,6.416522051833282,2.0340765116668846,Iris-virginica
+62,6.302406112282783,3.3106724598213084,4.726847911900993,1.6153970204864612,Iris-versicolor
+63,5.13436546207617,3.5686786572517417,1.4957364168322105,0.3830704168787463,Iris-setosa
+64,7.1139706658128254,3.0,5.909738438103218,2.0889639551782553,Iris-virginica
+65,7.09187418237948,3.0,5.813595836759587,2.1630108797480347,Iris-virginica
+66,4.914928354729392,2.3985364391808277,3.329741821484564,0.9294436299164794,Iris-versicolor
+67,5.090948424000075,3.4180988958659295,1.401530171524504,0.3008915371274034,Iris-setosa
+68,5.961722734836595,3.0,4.7178462303278135,1.7359666021574407,Iris-versicolor
+69,6.025559312902731,2.941184382952249,4.592302838319033,1.438147595188041,Iris-versicolor
+70,6.926707688644052,3.1103805015833377,5.0954634728417165,2.301674145899177,Iris-virginica
+71,5.736323483640675,2.4979441517163106,5.008782913018029,1.989158359918416,Iris-virginica
+72,5.486709217119382,4.2,1.4013311816645961,0.20287730902011472,Iris-setosa
+73,7.126767959582795,3.0,5.92999425162595,2.1515074075585816,Iris-virginica
+74,6.718162228087494,2.501373198342258,5.727072067770607,1.8002661896524612,Iris-virginica
+75,4.887037256010122,2.4015876748180665,3.251246010322071,0.9413256338273575,Iris-versicolor
+76,5.891619931836091,3.0,4.264109992724355,1.4958707781365592,Iris-versicolor
+77,7.295497342909559,2.881941489121243,6.27639920653019,1.7952596198566946,Iris-virginica
+78,5.418489065638592,3.0,4.390784928476122,1.4415569142409688,Iris-versicolor
+79,5.68951963727457,2.818591582871938,4.368355427068591,1.2882417746661188,Iris-versicolor
+80,7.899998900734964,3.7721698036764884,6.366575243062581,2.0019741622031293,Iris-virginica
+81,6.096055046355657,3.0,4.603007069527309,1.4080561378924965,Iris-versicolor
+82,4.901628760714065,3.0979181079702123,1.6039708222122817,0.10000009358873012,Iris-setosa
+83,5.004042493192083,2.465972993040951,3.0766497865278692,1.0709419760703462,Iris-versicolor
+84,5.961108141485252,2.8783346777609258,4.58394613027493,1.4123861327791258,Iris-versicolor
+85,5.21965540203851,3.7906507467801918,1.5591450172053583,0.4148177673001279,Iris-setosa
+86,5.494136688136161,3.7843621264362755,1.6668730897755804,0.303290678332592,Iris-setosa
+87,5.81205810558784,2.813292956478302,5.104967550774006,2.3982731227811147,Iris-virginica
+88,6.0002155155964125,3.0,4.430279219245295,1.492220141100188,Iris-versicolor
+89,5.607041096809133,2.484338027786387,3.930027286938153,1.094864631810291,Iris-versicolor
+90,6.682061532590099,3.3168712812835635,5.710398687745845,2.5,Iris-virginica
+91,5.059362265211023,3.6630259286811495,1.4998499848507514,0.4171519056642893,Iris-setosa
+92,5.804568226137897,3.0,4.305190220393278,1.3729622130018186,Iris-versicolor
+93,5.603538280657439,2.664188936658287,4.260152178728976,1.2553000977224669,Iris-versicolor
+94,6.309335889615067,3.4076582994284994,5.569664624353764,2.400848507594537,Iris-virginica
+95,6.321558608736179,3.274634749344693,4.695247313627623,1.5772416400057805,Iris-versicolor
+96,5.732849439670302,2.6952358432334758,5.095982989771491,1.8920639329625872,Iris-virginica
+97,4.7869141043560965,3.0,1.4006812954580892,0.10000009725860945,Iris-setosa
+98,5.516418673817274,2.431493142136111,3.7616154546213965,1.1041965781935525,Iris-versicolor
+99,4.8816207629003,3.0916358140234657,1.5646667209216791,0.10000009173718354,Iris-setosa
+100,5.121997561964926,3.5350209653191187,1.3995491613420141,0.30752154000139825,Iris-setosa
+101,5.70202064385348,2.7821157320485668,4.457595526659068,1.3669593961700102,Iris-versicolor
+102,5.181468297626825,3.79690251359368,1.6899306893867885,0.20021811578221396,Iris-setosa
+103,6.393396087641676,2.672073931794806,5.331781721447296,1.8154806733457591,Iris-virginica
+104,5.568450192480648,4.199999289776967,1.4003091855521546,0.2078259248046841,Iris-setosa
+105,5.857550587957837,3.0,4.021551095148453,1.4920575352443493,Iris-versicolor
+106,5.289513421715235,3.8670839407452755,1.6200408331220117,0.41421172529176903,Iris-setosa
+107,7.111378747705784,3.0,5.925970297811818,2.093912409248437,Iris-virginica
+108,6.302740021147704,2.8857999507573977,5.607767214562902,1.7978758691108512,Iris-virginica
+109,5.5140591244486075,2.448878005863003,3.7728413811281793,1.0776427918474676,Iris-versicolor
+110,4.91838093989797,3.1066153528218328,1.4970450669873485,0.10000009809405183,Iris-setosa
+111,5.085826235829083,3.3993511070580986,1.497118877523522,0.2004416189876238,Iris-setosa
+112,7.012470107128186,3.0,5.733677415945916,2.1125198412891093,Iris-virginica
+113,6.31034467744577,2.300836068362673,4.37945855866234,1.3018600004365497,Iris-versicolor
+114,5.117727574501432,3.7913188035354537,1.5526720822509503,0.20082683678198762,Iris-setosa
+115,7.9,3.7896938431116536,6.419190719207315,2.020344457574715,Iris-virginica
+116,7.899998885813561,3.781690092077799,6.4144752580295235,2.0117350024502954,Iris-virginica
+117,6.68535053143472,2.489467159658515,5.790510344915454,1.7956454856866562,Iris-virginica
+118,4.602587255976966,3.1987373400450476,1.4016949132645593,0.19991027212217544,Iris-setosa
+119,4.798481060255918,3.0,1.4004649377009875,0.2978149083987024,Iris-setosa

iris/tab_ddpm/2/19/test.csv

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

iris/tab_ddpm/2/19/train.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+73,6.1,2.8,4.7,1.2,Iris-versicolor
+18,5.7,3.8,1.7,0.3,Iris-setosa
+118,7.7,2.6,6.9,2.3,Iris-virginica
+78,6.0,2.9,4.5,1.5,Iris-versicolor
+76,6.8,2.8,4.8,1.4,Iris-versicolor
+31,5.4,3.4,1.5,0.4,Iris-setosa
+64,5.6,2.9,3.6,1.3,Iris-versicolor
+141,6.9,3.1,5.1,2.3,Iris-virginica
+68,6.2,2.2,4.5,1.5,Iris-versicolor
+82,5.8,2.7,3.9,1.2,Iris-versicolor
+110,6.5,3.2,5.1,2.0,Iris-virginica
+12,4.8,3.0,1.4,0.1,Iris-setosa
+36,5.5,3.5,1.3,0.2,Iris-setosa
+9,4.9,3.1,1.5,0.1,Iris-setosa
+19,5.1,3.8,1.5,0.3,Iris-setosa
+56,6.3,3.3,4.7,1.6,Iris-versicolor
+104,6.5,3.0,5.8,2.2,Iris-virginica
+69,5.6,2.5,3.9,1.1,Iris-versicolor
+55,5.7,2.8,4.5,1.3,Iris-versicolor
+132,6.4,2.8,5.6,2.2,Iris-virginica
+29,4.7,3.2,1.6,0.2,Iris-setosa
+127,6.1,3.0,4.9,1.8,Iris-virginica
+26,5.0,3.4,1.6,0.4,Iris-setosa
+128,6.4,2.8,5.6,2.1,Iris-virginica
+131,7.9,3.8,6.4,2.0,Iris-virginica
+145,6.7,3.0,5.2,2.3,Iris-virginica
+108,6.7,2.5,5.8,1.8,Iris-virginica
+143,6.8,3.2,5.9,2.3,Iris-virginica
+45,4.8,3.0,1.4,0.3,Iris-setosa
+30,4.8,3.1,1.6,0.2,Iris-setosa
+123,6.3,2.7,4.9,1.8,Iris-virginica
+24,4.8,3.4,1.9,0.2,Iris-setosa
+25,5.0,3.0,1.6,0.2,Iris-setosa
+23,5.1,3.3,1.7,0.5,Iris-setosa
+94,5.6,2.7,4.2,1.3,Iris-versicolor
+39,5.1,3.4,1.5,0.2,Iris-setosa
+95,5.7,3.0,4.2,1.2,Iris-versicolor
+117,7.7,3.8,6.7,2.2,Iris-virginica
+47,4.6,3.2,1.4,0.2,Iris-setosa
+97,6.2,2.9,4.3,1.3,Iris-versicolor
+113,5.7,2.5,5.0,2.0,Iris-virginica
+33,5.5,4.2,1.4,0.2,Iris-setosa
+138,6.0,3.0,4.8,1.8,Iris-virginica
+101,5.8,2.7,5.1,1.9,Iris-virginica
+62,6.0,2.2,4.0,1.0,Iris-versicolor
+84,5.4,3.0,4.5,1.5,Iris-versicolor
+148,6.2,3.4,5.4,2.3,Iris-virginica
+53,5.5,2.3,4.0,1.3,Iris-versicolor
+5,5.4,3.9,1.7,0.4,Iris-setosa
+93,5.0,2.3,3.3,1.0,Iris-versicolor
+111,6.4,2.7,5.3,1.9,Iris-virginica
+49,5.0,3.3,1.4,0.2,Iris-setosa
+35,5.0,3.2,1.2,0.2,Iris-setosa
+80,5.5,2.4,3.8,1.1,Iris-versicolor
+77,6.7,3.0,5.0,1.7,Iris-versicolor
+34,4.9,3.1,1.5,0.1,Iris-setosa
+114,5.8,2.8,5.1,2.4,Iris-virginica
+7,5.0,3.4,1.5,0.2,Iris-setosa
+43,5.0,3.5,1.6,0.6,Iris-setosa
+70,5.9,3.2,4.8,1.8,Iris-versicolor
+98,5.1,2.5,3.0,1.1,Iris-versicolor
+120,6.9,3.2,5.7,2.3,Iris-virginica
+83,6.0,2.7,5.1,1.6,Iris-versicolor
+134,6.1,2.6,5.6,1.4,Iris-virginica
+135,7.7,3.0,6.1,2.3,Iris-virginica
+89,5.5,2.5,4.0,1.3,Iris-versicolor
+8,4.4,2.9,1.4,0.2,Iris-setosa
+13,4.3,3.0,1.1,0.1,Iris-setosa
+119,6.0,2.2,5.0,1.5,Iris-virginica
+125,7.2,3.2,6.0,1.8,Iris-virginica
+3,4.6,3.1,1.5,0.2,Iris-setosa
+17,5.1,3.5,1.4,0.3,Iris-setosa
+38,4.4,3.0,1.3,0.2,Iris-setosa
+72,6.3,2.5,4.9,1.5,Iris-versicolor
+136,6.3,3.4,5.6,2.4,Iris-virginica
+6,4.6,3.4,1.4,0.3,Iris-setosa
+112,6.8,3.0,5.5,2.1,Iris-virginica
+100,6.3,3.3,6.0,2.5,Iris-virginica
+2,4.7,3.2,1.3,0.2,Iris-setosa
+63,6.1,2.9,4.7,1.4,Iris-versicolor
+54,6.5,2.8,4.6,1.5,Iris-versicolor
+126,6.2,2.8,4.8,1.8,Iris-virginica
+50,7.0,3.2,4.7,1.4,Iris-versicolor
+115,6.4,3.2,5.3,2.3,Iris-virginica
+46,5.1,3.8,1.6,0.2,Iris-setosa
+139,6.9,3.1,5.4,2.1,Iris-virginica
+61,5.9,3.0,4.2,1.5,Iris-versicolor
+147,6.5,3.0,5.2,2.0,Iris-virginica
+79,5.7,2.6,3.5,1.0,Iris-versicolor
+59,5.2,2.7,3.9,1.4,Iris-versicolor
+91,6.1,3.0,4.6,1.4,Iris-versicolor
+41,4.5,2.3,1.3,0.3,Iris-setosa
+58,6.6,2.9,4.6,1.3,Iris-versicolor
+90,5.5,2.6,4.4,1.2,Iris-versicolor
+48,5.3,3.7,1.5,0.2,Iris-setosa
+88,5.6,3.0,4.1,1.3,Iris-versicolor
+107,7.3,2.9,6.3,1.8,Iris-virginica
+124,6.7,3.3,5.7,2.1,Iris-virginica
+21,5.1,3.7,1.5,0.4,Iris-setosa
+57,4.9,2.4,3.3,1.0,Iris-versicolor
+144,6.7,3.3,5.7,2.5,Iris-virginica
+129,7.2,3.0,5.8,1.6,Iris-virginica
+37,4.9,3.1,1.5,0.1,Iris-setosa
+140,6.7,3.1,5.6,2.4,Iris-virginica
+1,4.9,3.0,1.4,0.2,Iris-setosa
+52,6.9,3.1,4.9,1.5,Iris-versicolor
+130,7.4,2.8,6.1,1.9,Iris-virginica
+103,6.3,2.9,5.6,1.8,Iris-virginica
+99,5.7,2.8,4.1,1.3,Iris-versicolor
+116,6.5,3.0,5.5,1.8,Iris-virginica
+87,6.3,2.3,4.4,1.3,Iris-versicolor
+74,6.4,2.9,4.3,1.3,Iris-versicolor
+121,5.6,2.8,4.9,2.0,Iris-virginica
+149,5.9,3.0,5.1,1.8,Iris-virginica
+20,5.4,3.4,1.7,0.2,Iris-setosa
+71,6.1,2.8,4.0,1.3,Iris-versicolor
+106,4.9,2.5,4.5,1.7,Iris-virginica
+14,5.8,4.0,1.2,0.2,Iris-setosa
+92,5.8,2.6,4.0,1.2,Iris-versicolor
+102,7.1,3.0,5.9,2.1,Iris-virginica

iris/tab_ddpm/2/19/val.csv

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

iris/tab_ddpm/2/2/synth.csv

@@ -0,0 +1,121 @@
+,sepal_length,sepal_width,petal_length,petal_width,species
+0,5.999355623741765,2.200000325759938,4.971440934760722,1.5186234494926598,Iris-virginica
+1,4.9986725214949645,3.2207551893464714,1.2000001860482135,0.20333787189725377,Iris-setosa
+2,6.552094828177216,3.0,5.510817221541883,1.8003513093153483,Iris-virginica
+3,6.791167835998621,2.7721220988282234,4.777083782145327,1.381770955506324,Iris-versicolor
+4,6.677953909560832,3.3108145192788796,5.834474161626417,2.49999958932023,Iris-virginica
+5,6.150817938340806,3.0,4.6053435917401835,1.4045213084647583,Iris-versicolor
+6,5.498025781141488,4.199998911942167,1.399133824827681,0.19902360824265009,Iris-setosa
+7,5.090056475203413,3.383400954692119,1.4913026083320595,0.19717442814563843,Iris-setosa
+8,6.703110779970299,3.2898352461679554,5.6808457753534105,2.499999535553675,Iris-virginica
+9,5.9191249152925955,2.904719584387587,4.557185997515004,1.4545497302112838,Iris-versicolor
+10,5.560390314806891,4.199998814986625,1.4029446895790207,0.208116788106764,Iris-setosa
+11,6.529232882962418,3.0,5.5397106180624895,1.793436959128125,Iris-virginica
+12,5.906295387861373,3.0,4.11492649914679,1.5022804670880912,Iris-versicolor
+13,5.922948956450425,3.0,5.089059985536214,1.7993225796910768,Iris-virginica
+14,5.975468982738189,3.0,4.817005228521896,1.805878380181173,Iris-virginica
+15,5.628916637238629,2.7089034178028064,4.2766104596165055,1.2898557032681097,Iris-versicolor
+16,7.899998982687498,3.784517339225902,6.429002185093141,1.99615125851237,Iris-virginica
+17,5.456233467114821,3.4597960711156963,1.6620160051413622,0.19987597773446442,Iris-setosa
+18,7.720720550437617,2.6142449985305745,6.9,2.309452710448189,Iris-virginica
+19,4.99570645489687,3.4051465779970362,1.6434176797919622,0.42251272791418687,Iris-setosa
+20,7.9,3.8644380361321016,6.45123429900768,2.0098975218457458,Iris-virginica
+21,6.271288535584674,2.7163328932930733,4.916097295546762,1.8076623711229693,Iris-virginica
+22,5.708671113391388,2.491515284066321,4.987426564839551,2.0191802709219666,Iris-virginica
+23,6.292244204525989,3.3942874742148716,5.588361661171757,2.405764373075171,Iris-virginica
+24,5.526298289906956,2.459089009730976,3.781694426014034,1.092023984778693,Iris-versicolor
+25,5.224588371930464,3.878804395939691,1.6421305573872735,0.3532244488423578,Iris-setosa
+26,7.325215618676558,2.904583503860284,6.276728356368112,1.814168845319314,Iris-virginica
+27,5.106726334645369,3.40287940577355,1.6876225027341136,0.20153404528675775,Iris-setosa
+28,5.080149023581352,3.5985572474450036,1.5283547340988537,0.2510777074594011,Iris-setosa
+29,5.408963726071359,3.0,4.481526955847527,1.4918056363383196,Iris-versicolor
+30,4.400000489746825,2.908606162710149,1.3941184288656845,0.1895099823475473,Iris-setosa
+31,4.587479885505436,3.3990221991136087,1.393311815782809,0.29701578069687357,Iris-setosa
+32,5.532291166585413,2.402988951187635,3.905113780676979,1.0855742492791458,Iris-versicolor
+33,4.898418206403008,2.416275680238852,3.3221610051615307,1.070510109693984,Iris-versicolor
+34,7.705309317705871,2.5953867089614815,6.9,2.2956589563331447,Iris-virginica
+35,5.635738606519042,2.9608432427679734,3.7736166155997806,1.3287816177989682,Iris-versicolor
+36,4.906958600769087,2.403366649801475,3.3163452012020187,0.9566539391286435,Iris-versicolor
+37,7.9,3.807524262142008,6.396145633477381,2.0247533819580505,Iris-virginica
+38,6.136730253321123,3.0,4.600535899190378,1.382507353207062,Iris-versicolor
+39,5.452072653379351,3.4488816531327484,1.4947575650269835,0.36343932552828984,Iris-setosa
+40,5.575799165790487,2.856592214056249,3.841121189701182,1.335083009833474,Iris-versicolor
+41,5.4988575112415425,4.2,1.4023830358311695,0.19610926630832132,Iris-setosa
+42,7.079356271605715,3.0,5.870960358248699,2.057320491808266,Iris-virginica
+43,6.099734368754472,3.0,4.589564005658034,1.3907286785992734,Iris-versicolor
+44,5.58410464059774,2.8622298328100406,3.5246397592999634,1.3041190192820686,Iris-versicolor
+45,4.921639694130364,2.4157391127968384,3.3480191718890624,1.0759492896900202,Iris-versicolor
+46,5.990053049379338,2.6660595210854936,5.108388654109195,1.5997999804370098,Iris-versicolor
+47,6.132610431861244,3.256211909972493,4.74672915622076,1.7775428621746634,Iris-versicolor
+48,6.872024915804775,3.111384996518307,5.125322750516582,2.291108929423595,Iris-virginica
+49,4.78428481587054,3.0,1.4024101606307993,0.29604856455875356,Iris-setosa
+50,5.610127678154987,2.6777944559835745,3.9161552601020766,1.2836836876147453,Iris-versicolor
+51,5.661044646346743,3.7991149377465554,1.5853013459743246,0.2927626894426481,Iris-setosa
+52,5.017676128102058,3.5233516464204553,1.5013143273105698,0.40739173848932536,Iris-setosa
+53,5.86867646186316,2.8627697528803977,4.548923691917598,1.3866756534740654,Iris-versicolor
+54,5.122523086408212,3.3024168844252473,1.6663697489774592,0.38924143974338793,Iris-setosa
+55,7.9,3.7885068169071685,6.418904312271871,2.01214094114124,Iris-virginica
+56,5.442115521739074,3.399662670904517,1.6951990538719046,0.19586568462605514,Iris-setosa
+57,5.501812920227937,2.5825001143805517,4.386189861912247,1.1895427568561703,Iris-versicolor
+58,5.189470052240903,2.709092185181646,3.888776153208685,1.4058357242323611,Iris-versicolor
+59,6.84824231267588,3.2126164815167666,5.869012185340482,2.3156275490503497,Iris-virginica
+60,6.78782802655004,3.1899652534973906,5.883325689677191,2.2910891151399366,Iris-virginica
+61,5.908585541078756,3.0,4.252720862394676,1.500904127690858,Iris-versicolor
+62,6.176681670060662,3.1785355682273635,4.747185039095741,1.6608140243606335,Iris-versicolor
+63,6.012118263919992,2.719500520381432,5.102835754059826,1.6149501547994056,Iris-versicolor
+64,5.411422926196441,3.4512470940238225,1.6960911473890392,0.21115161506209856,Iris-setosa
+65,4.4,2.9215986275356767,1.4011072170420562,0.20003599614516773,Iris-setosa
+66,5.460044444112417,3.0,4.544340478744913,1.5312190248679984,Iris-versicolor
+67,5.612994700943253,2.7507762102295534,4.392358044598599,1.3326111654038921,Iris-versicolor
+68,5.911923592542293,3.1953631264540787,4.813991068391374,1.7901894975162607,Iris-versicolor
+69,6.860785430279773,3.201690194961586,5.693199602744944,2.312800636224334,Iris-virginica
+70,5.116057506957557,3.303196613600248,1.7350734426084489,0.45075063325358644,Iris-setosa
+71,6.299689967014466,3.2936025010310113,4.692540023278237,1.6145848666391764,Iris-versicolor
+72,5.822615908438617,2.7963302947015465,5.098699298808249,2.3981855558993095,Iris-virginica
+73,5.573468314539472,2.803653886213786,3.534163492036736,1.3178441478870098,Iris-versicolor
+74,6.5192849125108525,3.1699397155560924,5.102645657014982,1.9887233887791003,Iris-virginica
+75,5.777744993720002,2.674356463464011,5.100140288011388,1.9012919986156551,Iris-virginica
+76,5.061100139162502,2.4912977975544583,3.126083964720756,1.0939366689723924,Iris-versicolor
+77,6.0154975648082925,3.0,4.781890642967477,1.8035718451808076,Iris-virginica
+78,4.500344615581366,2.303044617890153,1.295130041889987,0.29540845210208894,Iris-setosa
+79,5.800205702854157,2.6818159050597177,5.084021029683943,1.901192562201865,Iris-virginica
+80,4.893504744453011,2.406882911377687,3.2596588848974735,0.9489942093367438,Iris-versicolor
+81,6.672295446586231,3.0,5.00342225579863,1.7004382473249824,Iris-versicolor
+82,4.799599772437957,3.0,1.4006993962637049,0.31729473002885855,Iris-setosa
+83,5.511603289175179,2.3993644513649395,3.7934869434268914,1.1169791696788864,Iris-versicolor
+84,4.604197275339982,3.3963720390734724,1.3900190312344896,0.31214614275467895,Iris-setosa
+85,5.892325521062459,3.0,5.098351307298656,1.8047861482045162,Iris-virginica
+86,5.385394414879351,3.0,4.5011722087566834,1.508481267408807,Iris-versicolor
+87,5.229368051819158,2.712415313510303,4.012245208349388,1.410144875416213,Iris-versicolor
+88,6.3316432638548354,2.4889205906798657,4.87832612217773,1.4903284665585477,Iris-versicolor
+89,6.687890951718036,3.2923806276559535,5.667711762211336,2.090413400589243,Iris-virginica
+90,5.5569276319024254,2.529068647613367,3.847095181634776,1.118841763352531,Iris-versicolor
+91,4.905123710503259,2.402777943361928,3.4068577015884753,1.0101068144218512,Iris-versicolor
+92,5.003396385995305,3.2927206561079623,1.3951110679704202,0.2018885234067737,Iris-setosa
+93,5.9758699914364275,2.6942034074593075,5.092701537758586,1.5697707193990051,Iris-versicolor
+94,6.36969987703423,2.5770996876584307,4.8387873280307785,1.4547876109487405,Iris-versicolor
+95,6.022461658065837,2.701660937613508,5.087871545404998,1.601378846945958,Iris-versicolor
+96,6.003168033619492,2.9594330729628897,4.489187043486805,1.47736296120249,Iris-versicolor
+97,6.086354579444237,2.607220560668539,5.6144333218792415,1.3850839616518207,Iris-virginica
+98,5.504457492795252,4.199999251923049,1.401208684400122,0.18953344986522935,Iris-setosa
+99,5.2301306043339615,2.5143225247038457,3.344023124445646,1.1270920574761776,Iris-versicolor
+100,5.681653726068106,2.7791026032833304,4.417268248009421,1.293582704757712,Iris-versicolor
+101,5.141188715292598,2.5163401339516382,3.2740417560505346,1.1204592597682232,Iris-versicolor
+102,5.381098559306731,3.0,4.494132157573704,1.4980771756182192,Iris-versicolor
+103,6.8205186997313305,2.8170033827802556,4.791034211145224,1.405741814054891,Iris-versicolor
+104,6.0808809948181555,2.8082758727901447,4.6806614714409305,1.2058276483521166,Iris-versicolor
+105,5.770850753738158,2.830182844826909,5.101292987303333,2.3982877255045,Iris-virginica
+106,4.400000463068982,2.9224419855815027,1.4003318584398097,0.19492399476449934,Iris-setosa
+107,5.088389766655467,3.72135048823424,1.4940946340753396,0.38732210767516795,Iris-setosa
+108,5.707993674775014,2.687706260885955,4.198415094295686,1.3024795176925257,Iris-versicolor
+109,5.437648887854649,3.4063195501471273,1.4993540302251294,0.41274022365343505,Iris-setosa
+110,5.704655306816694,3.808823674463773,1.677305120958977,0.3176045367251567,Iris-setosa
+111,7.9,3.836133006083631,6.444524982056257,2.005707385894131,Iris-virginica
+112,6.039459806897349,2.9319821312474983,4.491008297583802,1.5014945393135102,Iris-versicolor
+113,4.621002382383711,3.2242898314731336,1.409416358933904,0.209496697385383,Iris-setosa
+114,4.496195555358567,2.2942699844828263,1.3023757121885946,0.35999371041086187,Iris-setosa
+115,4.4,2.8796052047949656,1.402379353007051,0.19915843073335926,Iris-setosa
+116,5.006356228232143,3.3022514871004613,1.3992443005244635,0.2024705117013031,Iris-setosa
+117,6.479020911404023,2.6543572384533203,5.358560619425905,1.8261398624862917,Iris-virginica
+118,6.273526497877859,2.8929579503111715,5.5802381409914785,1.7979072616647525,Iris-virginica
+119,5.314087171793925,3.6448813951636168,1.5017566845119132,0.19946662419303673,Iris-setosa

iris/tab_ddpm/2/2/test.csv

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