ivanjaenm/torot-1d
0.2B • Updated
n int32 5 100 | m int32 5 100 | dim int32 1 1 | cost_type class label 6
classes | family_src stringclasses 1
value | family_tgt stringclasses 1
value | coords_src listlengths 5 100 | coords_tgt listlengths 5 100 | a listlengths 5 100 | b listlengths 5 100 | plan_rows listlengths 9 199 | plan_cols listlengths 9 199 | plan_vals listlengths 9 199 | ot_cost float64 0 0.88 | seed int64 0 3.08M |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
86 | 86 | 1 | 3sqrt_euclidean | simplex | simplex | [
[
0.005813953488372093
],
[
0.01744186046511628
],
[
0.029069767441860465
],
[
0.040697674418604654
],
[
0.05232558139534884
],
[
0.06395348837209303
],
[
0.0755813953488372
],
[
0.0872093023255814
],
[
0.09883720930232558
],
[
0.1104651162... | [
[
0.005813953488372093
],
[
0.01744186046511628
],
[
0.029069767441860465
],
[
0.040697674418604654
],
[
0.05232558139534884
],
[
0.06395348837209303
],
[
0.0755813953488372
],
[
0.0872093023255814
],
[
0.09883720930232558
],
[
0.1104651162... | [
0.010837204106140487,
0.00021052320061566604,
0.000024120465223589672,
0.005849543933161839,
0.017324487433172286,
0.007159451444081953,
0.008028028879869128,
0.029939359904683285,
0.06438730206566334,
0.03493114462543869,
0.000013687380236921033,
0.024117999136581584,
0.000770571245808736,
... | [
0.004967299858869871,
0.00013117802738314862,
0.026870755173093158,
0.02052507942862845,
0.03741146186637563,
0.00045031485416229455,
0.02841848820442395,
0.026002337925333834,
0.0313232551981728,
0.021521542238096547,
0.003402288871045348,
0.023028947714429503,
0.005077434258524112,
0.005... | [
0,
0,
1,
1,
2,
3,
4,
5,
5,
6,
7,
7,
8,
8,
8,
8,
9,
9,
9,
10,
11,
11,
12,
13,
13,
13,
13,
14,
15,
15,
15,
15,
16,
17,
17,
18,
18,
19,
20,
20,
21,
22,
22,
22,
23,
23,
24,
25,
26,
26,
26,
26,
27,
27,
28,
28,
... | [
0,
2,
1,
2,
2,
3,
4,
4,
5,
6,
6,
7,
3,
4,
6,
8,
3,
9,
10,
10,
10,
11,
12,
2,
3,
12,
13,
14,
2,
14,
15,
16,
16,
17,
19,
18,
19,
19,
19,
20,
21,
19,
21,
22,
19,
23,
24,
25,
19,
24,
25,
26,
19,
27,
2,
19,
28... | [
0.004967299858869869,
0.0058699042472706185,
0.00013117802738314856,
0.00007934517323251748,
0.000024120465223589672,
0.005849543933161839,
0.017324487433172286,
0.006709136589919659,
0.0004503148541622944,
0.008028028879869128,
0.003937021979349458,
0.026002337925333827,
0.00323277167900153... | 0.09296 | 0 |
50 | 50 | 1 | 3sqrt_euclidean | simplex | simplex | [
[
0.01
],
[
0.03
],
[
0.05
],
[
0.07
],
[
0.09
],
[
0.11
],
[
0.13
],
[
0.15
],
[
0.17
],
[
0.19
],
[
0.21
],
[
0.23
],
[
0.25
],
[
0.27
],
[
0.29
],
[
0.31
],
[
0.33
],
[
0.35... | [
[
0.01
],
[
0.03
],
[
0.05
],
[
0.07
],
[
0.09
],
[
0.11
],
[
0.13
],
[
0.15
],
[
0.17
],
[
0.19
],
[
0.21
],
[
0.23
],
[
0.25
],
[
0.27
],
[
0.29
],
[
0.31
],
[
0.33
],
[
0.35... | [
0.00506807168366574,
0.08832167841457517,
0.006020619048255634,
0.001895468063472418,
0.0295717544783766,
0.008192941911392271,
0.009060186672997916,
0.00048820981955071497,
0.012554075127727741,
0.017111791531378172,
0.0037889301659356244,
0.027557651106119227,
0.0034276965247029903,
0.01... | [
0.007583781763696856,
0.002752480283325546,
0.0005823690420148376,
0.013583479993933847,
0.019217336616574796,
0.04617996480107976,
0.015461371707235284,
0.004752581179267714,
0.00015656936908327383,
0.005903878172469697,
0.011434244945895674,
0.027376096980981684,
0.0060906625785823575,
0... | [
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
3,
4,
4,
5,
6,
7,
8,
8,
8,
8,
9,
9,
9,
9,
10,
11,
11,
12,
13,
14,
15,
16,
17,
17,
18,
18,
19,
20,
20,
20,
21,
21,
22,
22,
23,
24,
25,
25,
26,
27,
27,
27,
27,
27,
27,
27,
... | [
0,
0,
1,
3,
5,
6,
14,
15,
16,
2,
3,
3,
4,
5,
5,
6,
7,
7,
8,
13,
14,
9,
10,
12,
13,
10,
11,
12,
12,
13,
14,
15,
16,
16,
17,
16,
18,
19,
16,
19,
20,
16,
21,
22,
23,
23,
24,
24,
25,
26,
16,
23,
24,
26,
27,
28,... | [
0.00506807168366574,
0.0025157100800311206,
0.0027524802833255473,
0.006249761924220642,
0.027632605027885726,
0.006401185034237378,
0.0002150797226156539,
0.04088617870091968,
0.001668677641339402,
0.0005823690420148379,
0.0054382500062407964,
0.001895468063472418,
0.019217336616574807,
0... | 0.152671 | 1 |
85 | 85 | 1 | 1euclidean | simplex | simplex | [
[
0.0058823529411764705
],
[
0.01764705882352941
],
[
0.029411764705882353
],
[
0.041176470588235294
],
[
0.052941176470588235
],
[
0.06470588235294118
],
[
0.07647058823529412
],
[
0.08823529411764706
],
[
0.1
],
[
0.11176470588235295
],... | [
[
0.0058823529411764705
],
[
0.01764705882352941
],
[
0.029411764705882353
],
[
0.041176470588235294
],
[
0.052941176470588235
],
[
0.06470588235294118
],
[
0.07647058823529412
],
[
0.08823529411764706
],
[
0.1
],
[
0.11176470588235295
],... | [
0.0026016897589717573,
0.006106113608421038,
0.00841319891057538,
0.014426410501472382,
0.015932117447099336,
0.002944548963996307,
0.0020749371905276954,
0.006013013473299724,
0.006839740879998011,
0.021975703751334605,
0.004240604583084166,
0.01102444562551487,
0.012705247859029321,
0.00... | [
0.0001731987108565333,
0.007297466824278568,
0.0012243917798625617,
0.002319202901167406,
0.034072536306441296,
0.007571345561967019,
0.004694171511217017,
0.0008657576437843901,
0.013402886455847359,
0.002794921806948886,
0.008538351215589263,
0.0000786625994335165,
0.010164416728095326,
... | [
0,
0,
1,
1,
2,
2,
3,
3,
3,
4,
5,
6,
7,
7,
7,
7,
8,
9,
9,
9,
9,
9,
10,
10,
11,
11,
11,
11,
12,
12,
13,
14,
14,
14,
14,
15,
15,
15,
16,
17,
18,
19,
20,
21,
21,
22,
22,
23,
24,
24,
25,
25,
25,
26,
26,
27,
28... | [
0,
1,
1,
5,
2,
4,
3,
4,
5,
4,
5,
6,
5,
6,
7,
8,
8,
8,
9,
10,
19,
27,
10,
20,
11,
13,
18,
19,
12,
13,
13,
14,
17,
19,
23,
15,
16,
23,
16,
23,
23,
23,
23,
21,
23,
22,
23,
23,
24,
28,
25,
26,
29,
26,
27,
27,
... | [
0.00017319871085653336,
0.002428491048115224,
0.004868975776163346,
0.0012371378322576934,
0.0012243917798625621,
0.0071888071307128175,
0.0023192029011674066,
0.010951611728629148,
0.0011555958716758267,
0.015932117447099332,
0.002944548963996307,
0.0020749371905276954,
0.002234062894037193... | 0.02413 | 2 |
82 | 82 | 1 | 0sqeuclidean | simplex | simplex | [
[
0.006097560975609756
],
[
0.018292682926829267
],
[
0.03048780487804878
],
[
0.042682926829268296
],
[
0.054878048780487805
],
[
0.06707317073170732
],
[
0.07926829268292683
],
[
0.09146341463414634
],
[
0.10365853658536585
],
[
0.1158536... | [
[
0.006097560975609756
],
[
0.018292682926829267
],
[
0.03048780487804878
],
[
0.042682926829268296
],
[
0.054878048780487805
],
[
0.06707317073170732
],
[
0.07926829268292683
],
[
0.09146341463414634
],
[
0.10365853658536585
],
[
0.1158536... | [
0.004469962976314239,
0.01605488492799562,
0.025239078783222922,
0.0039404018212057966,
0.002957769566695262,
0.004984916117472485,
0.0011769024230994082,
0.011482566967146045,
0.0007606550818965002,
0.005176649869135269,
0.038402556467785606,
0.0030575243917888334,
0.014744898555434767,
0... | [
0.01000301461426593,
0.010108887993999682,
0.00045934634452386984,
0.03528565993249244,
0.0013793090758349225,
0.00974222041518506,
0.0326779098480113,
0.004597280394114273,
0.005808484944618976,
0.017172044340595213,
0.0018217269417518573,
0.007932026904635708,
0.005539442241233243,
0.015... | [
0,
1,
1,
1,
2,
2,
3,
4,
5,
5,
5,
6,
7,
7,
8,
9,
10,
10,
10,
10,
11,
12,
12,
12,
13,
13,
14,
14,
14,
15,
15,
16,
16,
16,
16,
17,
18,
19,
20,
21,
21,
21,
22,
23,
24,
25,
25,
26,
26,
27,
28,
28,
29,
30,
31,
31... | [
0,
0,
1,
2,
2,
3,
3,
3,
3,
4,
5,
5,
5,
6,
6,
6,
6,
7,
8,
9,
9,
9,
10,
11,
11,
12,
12,
13,
14,
14,
15,
15,
16,
17,
18,
18,
18,
18,
18,
18,
19,
20,
20,
20,
20,
20,
21,
21,
22,
22,
22,
23,
23,
23,
23,
24,
24... | [
0.004469962976314239,
0.00553305163795169,
0.01010888799399968,
0.0004129452960442495,
0.000046401048479620226,
0.025192677734743305,
0.0039404018212057966,
0.002957769566695262,
0.0031948108098480816,
0.0013793090758349223,
0.00041079623178948165,
0.0011769024230994082,
0.008154521760296166... | 0.003916 | 3 |
74 | 74 | 1 | 5gaussian | simplex | simplex | [
[
0.006756756756756757
],
[
0.02027027027027027
],
[
0.033783783783783786
],
[
0.0472972972972973
],
[
0.060810810810810814
],
[
0.07432432432432433
],
[
0.08783783783783784
],
[
0.10135135135135136
],
[
0.11486486486486487
],
[
0.128378378... | [
[
0.006756756756756757
],
[
0.02027027027027027
],
[
0.033783783783783786
],
[
0.0472972972972973
],
[
0.060810810810810814
],
[
0.07432432432432433
],
[
0.08783783783783784
],
[
0.10135135135135136
],
[
0.11486486486486487
],
[
0.128378378... | [
0.0052600357272799955,
0.039562703733183456,
0.0017239453980493445,
0.011480412178033163,
0.009707826435304292,
0.007501710961782081,
0.01853336348851529,
0.008504060940919751,
0.018148654821039886,
0.011287972199282861,
0.011440232565978719,
0.0005510671002881718,
0.01823963997552827,
0.0... | [
0.01048993054870571,
0.0047751795362259665,
0.009392443516698669,
0.0007193039805975501,
0.005845754119234447,
0.0034990530511300444,
0.02943888961767211,
0.009161748134100953,
0.010162615607958241,
0.007289240101316475,
0.014873961014060326,
0.0006388638825655905,
0.002775390435686502,
0.... | [
0,
1,
1,
1,
1,
2,
3,
3,
3,
3,
4,
4,
4,
5,
6,
7,
7,
8,
8,
8,
9,
9,
9,
10,
11,
12,
12,
12,
13,
13,
13,
13,
13,
13,
13,
13,
13,
14,
14,
15,
15,
16,
17,
17,
18,
18,
18,
18,
18,
19,
19,
19,
20,
21,
22,
22,
23,... | [
0,
0,
1,
2,
73,
2,
3,
71,
72,
73,
4,
5,
71,
6,
6,
6,
7,
7,
8,
71,
9,
10,
71,
10,
11,
11,
12,
71,
13,
14,
15,
16,
17,
18,
68,
69,
71,
18,
19,
19,
20,
20,
20,
21,
21,
22,
23,
24,
25,
25,
26,
27,
27,
27,
27,
2... | [
0.005260035727279996,
0.00522989482142571,
0.004775179536225966,
0.007668498118649321,
0.021889131256882452,
0.0017239453980493445,
0.0007193039805975499,
0.005718566542786887,
0.0005977362711345191,
0.004444805383514209,
0.005845754119234445,
0.003499053051130043,
0.0003630192649398036,
0... | 0.112739 | 4 |
69 | 69 | 1 | 4cubic_euclidean | simplex | simplex | [
[
0.007246376811594203
],
[
0.021739130434782608
],
[
0.036231884057971016
],
[
0.050724637681159424
],
[
0.06521739130434782
],
[
0.07971014492753623
],
[
0.09420289855072464
],
[
0.10869565217391304
],
[
0.12318840579710146
],
[
0.1376811... | [
[
0.007246376811594203
],
[
0.021739130434782608
],
[
0.036231884057971016
],
[
0.050724637681159424
],
[
0.06521739130434782
],
[
0.07971014492753623
],
[
0.09420289855072464
],
[
0.10869565217391304
],
[
0.12318840579710146
],
[
0.1376811... | [
0.012173662052484688,
0.021117600032527745,
0.008591244784026689,
0.0004892999429854891,
0.007041481646140752,
0.010420665013104409,
0.001869725711046869,
0.0009383168676158507,
0.016238959680762815,
0.01768717881473687,
0.018919432287559476,
0.003695036389834342,
0.035410439930874456,
0.0... | [
0.008724998845928268,
0.011990867942703808,
0.03189378303381142,
0.04635434192710999,
0.022638548675942224,
0.0016924272394279363,
0.023270656787999684,
0.05161109837112476,
0.011148472996933731,
0.01259645110726802,
0.009872025972662188,
0.023345182452617626,
0.02525538807038049,
0.013322... | [
0,
0,
1,
1,
2,
3,
4,
5,
5,
6,
7,
8,
9,
10,
10,
11,
12,
12,
12,
12,
13,
14,
14,
14,
15,
16,
17,
17,
18,
18,
19,
19,
20,
21,
22,
22,
23,
24,
24,
24,
25,
25,
25,
26,
27,
28,
29,
29,
29,
29,
30,
30,
31,
32,
32,
... | [
0,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
4,
4,
4,
5,
6,
7,
7,
7,
8,
9,
9,
9,
9,
10,
10,
11,
11,
12,
12,
12,
12,
13,
13,
13,
14,
15,
15,
16,
17,
17,
17,
17,
17,
18,
19,
20,
20,
21,
21,
21,
22,
23,
23,
2... | [
0.008724998845928264,
0.003448663206556424,
0.008542204736147377,
0.012575395296380366,
0.008591244784026689,
0.0004892999429854891,
0.0070414816461407525,
0.0031963613642781155,
0.007224303648826295,
0.001869725711046869,
0.0009383168676158507,
0.016238959680762825,
0.01768717881473687,
0... | 0.002498 | 5 |
47 | 47 | 1 | 3sqrt_euclidean | simplex | simplex | [
[
0.010638297872340425
],
[
0.031914893617021274
],
[
0.05319148936170213
],
[
0.07446808510638298
],
[
0.09574468085106383
],
[
0.11702127659574468
],
[
0.13829787234042554
],
[
0.1595744680851064
],
[
0.18085106382978725
],
[
0.2021276595... | [
[
0.010638297872340425
],
[
0.031914893617021274
],
[
0.05319148936170213
],
[
0.07446808510638298
],
[
0.09574468085106383
],
[
0.11702127659574468
],
[
0.13829787234042554
],
[
0.1595744680851064
],
[
0.18085106382978725
],
[
0.2021276595... | [
0.00435631815245234,
0.014312404395098633,
0.01272542081937506,
0.017447345657261137,
0.033085565067116435,
0.026265811292310228,
0.006001245099738577,
0.0032424425302780948,
0.003356724985960321,
0.034231021026571,
0.0002643559135238773,
0.05321215498894004,
0.028327819571519038,
0.006051... | [
0.025693013022664093,
0.0002122966016228906,
0.09433205946738625,
0.03104027804698889,
0.03462041513709512,
0.006668948108995686,
0.003289059968515134,
0.0878792605554693,
0.0015566556003988943,
0.0045922971985037095,
0.015482998214168014,
0.0060166474807219275,
0.010571142424093941,
0.017... | [
0,
1,
1,
2,
3,
4,
5,
5,
5,
5,
6,
6,
7,
8,
8,
9,
9,
10,
11,
11,
11,
12,
12,
12,
13,
14,
15,
16,
17,
17,
17,
17,
17,
17,
17,
18,
19,
20,
21,
21,
21,
22,
23,
23,
23,
24,
25,
25,
25,
25,
25,
26,
27,
27,
28,
29,... | [
0,
0,
1,
2,
3,
4,
2,
3,
4,
5,
6,
7,
7,
7,
8,
7,
9,
10,
7,
10,
11,
7,
12,
13,
13,
14,
15,
16,
7,
14,
15,
16,
17,
18,
19,
18,
19,
20,
19,
20,
21,
22,
19,
22,
23,
24,
2,
19,
24,
25,
26,
26,
27,
28,
28,
28,
2... | [
0.00435631815245234,
0.01410010779347574,
0.0002122966016228906,
0.012725420819375059,
0.017447345657261137,
0.033085565067116435,
0.004469080723608109,
0.013592932389727752,
0.0015348500699786868,
0.006668948108995686,
0.003289059968515134,
0.0027121851312234433,
0.0032424425302780948,
0.... | 0.160325 | 6 |
95 | 95 | 1 | 3sqrt_euclidean | simplex | simplex | [
[
0.005263157894736842
],
[
0.015789473684210527
],
[
0.02631578947368421
],
[
0.03684210526315789
],
[
0.04736842105263158
],
[
0.05789473684210526
],
[
0.06842105263157895
],
[
0.07894736842105263
],
[
0.08947368421052632
],
[
0.1
],
... | [
[
0.005263157894736842
],
[
0.015789473684210527
],
[
0.02631578947368421
],
[
0.03684210526315789
],
[
0.04736842105263158
],
[
0.05789473684210526
],
[
0.06842105263157895
],
[
0.07894736842105263
],
[
0.08947368421052632
],
[
0.1
],
... | [
0.01076932633671056,
0.0059723624974911795,
0.009402749458726763,
0.002169538980654508,
0.03554367521653665,
0.00010245771097171456,
0.029509620070484667,
0.006043626579678874,
0.0031569823312294575,
0.005684403047173981,
0.003278957258906601,
0.009451703842772415,
0.011278770044185215,
0.... | [
0.001829679326610682,
0.01566526835641947,
0.026082145200232387,
0.006677873196175042,
0.01431971196954412,
0.010657627873014828,
0.004693735259530961,
0.021960266351649622,
0.01809686579231107,
0.003360790858833983,
0.007136617831664504,
0.011304644051244579,
0.01129833376638987,
0.000813... | [
0,
0,
1,
2,
3,
4,
4,
4,
4,
5,
6,
6,
6,
7,
8,
9,
9,
10,
11,
12,
13,
13,
13,
14,
15,
15,
15,
16,
17,
18,
18,
19,
20,
21,
21,
21,
21,
21,
22,
22,
23,
23,
23,
24,
25,
26,
26,
27,
27,
28,
29,
29,
30,
30,
31,
32,... | [
0,
1,
1,
2,
3,
2,
3,
4,
5,
5,
5,
6,
7,
7,
8,
8,
9,
10,
11,
12,
12,
13,
14,
14,
14,
15,
16,
16,
17,
17,
18,
19,
20,
16,
17,
19,
20,
21,
22,
25,
23,
24,
25,
24,
25,
25,
26,
27,
28,
28,
28,
29,
30,
31,
31,
31,... | [
0.0018296793266106821,
0.008939647010099878,
0.005972362497491179,
0.009402749458726763,
0.0021695389806545076,
0.015059703908411829,
0.004508334215520537,
0.014319711969544121,
0.0016559251230601614,
0.00010245771097171456,
0.008899245038982952,
0.004693735259530962,
0.015916639771970754,
... | 0.121698 | 7 |
74 | 74 | 1 | 1euclidean | simplex | simplex | [
[
0.006756756756756757
],
[
0.02027027027027027
],
[
0.033783783783783786
],
[
0.0472972972972973
],
[
0.060810810810810814
],
[
0.07432432432432433
],
[
0.08783783783783784
],
[
0.10135135135135136
],
[
0.11486486486486487
],
[
0.128378378... | [
[
0.006756756756756757
],
[
0.02027027027027027
],
[
0.033783783783783786
],
[
0.0472972972972973
],
[
0.060810810810810814
],
[
0.07432432432432433
],
[
0.08783783783783784
],
[
0.10135135135135136
],
[
0.11486486486486487
],
[
0.128378378... | [
0.023851578392034608,
0.00851477127185316,
0.051662859509116366,
0.01300701190355583,
0.004868039685100655,
0.017949688102441973,
0.0011671622660994834,
0.000447198438425993,
0.009021400440464579,
0.003949130058189106,
0.005728101501150936,
0.0013499628590164792,
0.011281521247926148,
0.03... | [
0.0005625770539845589,
0.005000033792839587,
0.0007918635937616554,
0.007647347346867541,
0.0006183994782248522,
0.002108519526296363,
0.023247022185508073,
0.02389987022872878,
0.007109068219617596,
0.0005871714823823252,
0.007932855738913886,
0.003492565040900018,
0.0034791597085900793,
... | [
0,
0,
0,
0,
0,
0,
1,
2,
2,
2,
2,
2,
2,
2,
3,
4,
5,
5,
6,
6,
7,
8,
8,
9,
10,
10,
11,
12,
13,
14,
14,
14,
15,
16,
16,
17,
18,
18,
18,
18,
19,
19,
19,
19,
20,
21,
22,
22,
23,
24,
25,
26,
27,
27,
27,
27,
28,
... | [
0,
1,
4,
5,
16,
23,
7,
2,
3,
6,
8,
9,
12,
16,
13,
8,
7,
11,
7,
15,
15,
10,
13,
15,
13,
15,
13,
15,
13,
14,
15,
17,
16,
16,
17,
17,
18,
19,
21,
25,
20,
22,
24,
25,
21,
23,
23,
25,
24,
24,
25,
26,
25,
26,
27,
... | [
0.0005625770539845591,
0.005000033792839588,
0.0006183994782248525,
0.002108519526296364,
0.007851547116766156,
0.007710501423923084,
0.008514771271853157,
0.0007918635937616558,
0.007647347346867545,
0.02324702218550808,
0.0022410285345169437,
0.0005871714823823254,
0.003479159708590081,
... | 0.057434 | 8 |
45 | 45 | 1 | 5gaussian | simplex | simplex | [
[
0.011111111111111112
],
[
0.03333333333333333
],
[
0.05555555555555555
],
[
0.07777777777777778
],
[
0.1
],
[
0.12222222222222222
],
[
0.14444444444444443
],
[
0.16666666666666666
],
[
0.18888888888888888
],
[
0.2111111111111111
],
[
... | [
[
0.011111111111111112
],
[
0.03333333333333333
],
[
0.05555555555555555
],
[
0.07777777777777778
],
[
0.1
],
[
0.12222222222222222
],
[
0.14444444444444443
],
[
0.16666666666666666
],
[
0.18888888888888888
],
[
0.2111111111111111
],
[
... | [
0.010920533380737256,
0.02081821142264697,
0.022096315657946612,
0.01776146355127178,
0.029213142548922533,
0.01828577683037304,
0.019732164776474714,
0.0004892282006948382,
0.007835425649038467,
0.06311026001430403,
0.0030001602999596725,
0.0002766844443521779,
0.15982727028609384,
0.0049... | [
0.015930871131415534,
0.012683250567079042,
0.09475176279479547,
0.04069632370362031,
0.028993602164842303,
0.010768973858746856,
0.004879567258418319,
0.004148324227603719,
0.00040496855959461903,
0.0096831244339681,
0.005590818619520285,
0.013254257977796075,
0.011130645015346288,
0.0491... | [
0,
1,
1,
1,
2,
3,
4,
5,
6,
6,
7,
8,
9,
9,
9,
9,
9,
10,
10,
10,
11,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
13,
14,
14,
14,
14,
14,
14,
15,
16,
17,
18,
18,
18,
19,
20,
20,
21,
22,
22,
22,
23,
23,
24,
24,... | [
0,
0,
1,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
4,
5,
6,
7,
7,
8,
9,
9,
9,
10,
11,
12,
13,
14,
15,
16,
39,
40,
41,
16,
16,
17,
18,
19,
20,
21,
21,
21,
21,
21,
22,
23,
23,
23,
24,
24,
24,
25,
26,
26,
27,
27,
28,
28... | [
0.010920533380737257,
0.005010337750678276,
0.012683250567079047,
0.0031246231048896425,
0.022096315657946612,
0.01776146355127178,
0.02921314254892253,
0.01828577683037304,
0.004270441101391862,
0.015461723675082858,
0.0004892282006948382,
0.007835425649038467,
0.016909946178804154,
0.028... | 0.06348 | 9 |
79 | 79 | 1 | 5gaussian | simplex | simplex | [
[
0.006329113924050633
],
[
0.0189873417721519
],
[
0.03164556962025317
],
[
0.04430379746835443
],
[
0.056962025316455694
],
[
0.06962025316455696
],
[
0.08227848101265822
],
[
0.0949367088607595
],
[
0.10759493670886076
],
[
0.12025316455... | [
[
0.006329113924050633
],
[
0.0189873417721519
],
[
0.03164556962025317
],
[
0.04430379746835443
],
[
0.056962025316455694
],
[
0.06962025316455696
],
[
0.08227848101265822
],
[
0.0949367088607595
],
[
0.10759493670886076
],
[
0.12025316455... | [
0.006142057451012061,
0.02486503554867919,
0.005909631012596219,
0.041612623995108525,
0.0006397787830206627,
0.017356898290894877,
0.003029561694160137,
0.010035437617822952,
0.007822305016862485,
0.007745892183109198,
0.003123963317472365,
0.009936078912561213,
0.008382134356287508,
0.01... | [
0.017687838564571047,
0.03583629014396952,
0.001612460328450571,
0.022140490061493188,
0.006548798439129286,
0.014120721594488123,
0.02270819336159505,
0.001637359675670144,
0.002140941867825472,
0.024053457276077588,
0.00485063241356924,
0.0005050884634463644,
0.010783075767319279,
0.0075... | [
0,
1,
1,
2,
3,
3,
3,
3,
4,
5,
5,
6,
6,
7,
8,
9,
9,
9,
9,
10,
11,
12,
13,
13,
13,
13,
14,
14,
14,
14,
15,
16,
17,
17,
17,
17,
18,
18,
19,
20,
20,
20,
21,
21,
21,
22,
23,
24,
24,
25,
25,
26,
27,
27,
27,
28,
... | [
0,
0,
1,
1,
1,
2,
3,
4,
4,
4,
5,
5,
6,
6,
6,
6,
7,
8,
9,
9,
9,
9,
9,
10,
11,
12,
12,
13,
14,
15,
15,
15,
15,
16,
17,
18,
18,
19,
19,
19,
20,
21,
21,
22,
23,
23,
23,
23,
24,
24,
25,
25,
25,
26,
27,
27,
27,... | [
0.00614205745101206,
0.011545781113558983,
0.013319254435120206,
0.005909631012596219,
0.01660740469625309,
0.001612460328450571,
0.022140490061493188,
0.0012522689089116768,
0.0006397787830206627,
0.004656750747196947,
0.012700147543697932,
0.001420574050790195,
0.001608987643369942,
0.01... | 0.029531 | 10 |
17 | 17 | 1 | 0sqeuclidean | simplex | simplex | [
[
0.029411764705882353
],
[
0.08823529411764706
],
[
0.14705882352941177
],
[
0.20588235294117646
],
[
0.2647058823529412
],
[
0.3235294117647059
],
[
0.38235294117647056
],
[
0.4411764705882353
],
[
0.5
],
[
0.5588235294117647
],
[
... | [
[
0.029411764705882353
],
[
0.08823529411764706
],
[
0.14705882352941177
],
[
0.20588235294117646
],
[
0.2647058823529412
],
[
0.3235294117647059
],
[
0.38235294117647056
],
[
0.4411764705882353
],
[
0.5
],
[
0.5588235294117647
],
[
... | [
0.030452612433028617,
0.06349582229005873,
0.002590788313861721,
0.006595304730386166,
0.21445315160240172,
0.004039563685700805,
0.010674633350010653,
0.016514613483280784,
0.03981368428200067,
0.019576959299187444,
0.04610341124799249,
0.05748868113076171,
0.007330633792650048,
0.0831876... | [
0.08662647142687868,
0.06664778232429436,
0.026357803368746546,
0.027702256306959355,
0.032047498824031635,
0.045531141220788836,
0.11724484367610144,
0.042815032288798044,
0.06581735544123789,
0.19719726602113027,
0.0018652744003939791,
0.02461137364556084,
0.054213450495261155,
0.0164724... | [
0,
1,
1,
2,
3,
4,
4,
4,
4,
4,
4,
5,
6,
7,
8,
9,
9,
10,
10,
11,
11,
12,
13,
14,
15,
15,
15,
15,
15,
15,
16,
16,
16
] | [
0,
0,
1,
1,
1,
1,
2,
3,
4,
5,
6,
6,
6,
6,
6,
6,
7,
7,
8,
8,
9,
9,
9,
9,
9,
10,
11,
12,
13,
14,
14,
15,
16
] | [
0.030452612433028617,
0.056173858993850065,
0.0073219632962086695,
0.002590788313861721,
0.006595304730386166,
0.050139725983837806,
0.026357803368746546,
0.027702256306959355,
0.032047498824031635,
0.045531141220788836,
0.032674725898037556,
0.004039563685700805,
0.010674633350010653,
0.0... | 0.031075 | 11 |
63 | 63 | 1 | 1euclidean | simplex | simplex | [
[
0.007936507936507936
],
[
0.023809523809523808
],
[
0.03968253968253968
],
[
0.05555555555555555
],
[
0.07142857142857142
],
[
0.0873015873015873
],
[
0.10317460317460317
],
[
0.11904761904761904
],
[
0.1349206349206349
],
[
0.15079365079... | [
[
0.007936507936507936
],
[
0.023809523809523808
],
[
0.03968253968253968
],
[
0.05555555555555555
],
[
0.07142857142857142
],
[
0.0873015873015873
],
[
0.10317460317460317
],
[
0.11904761904761904
],
[
0.1349206349206349
],
[
0.15079365079... | [
0.04444783838487183,
0.0009825236464416024,
0.002983195975728925,
0.010151177836246403,
0.014550912584993051,
0.046228961566598226,
0.007263385855599054,
0.04817634785843982,
0.01307132415583591,
0.00015945322695832666,
0.0029306431172876467,
0.008816494543145325,
0.004659399224905278,
0.0... | [
0.00823378956704093,
0.0178710530433489,
0.005037970082749598,
0.028031563447532368,
0.022520109889477235,
0.0015351914742439661,
0.015593587559389666,
0.010335260685235381,
0.021535073933901014,
0.0030552271005994417,
0.04716134799536789,
0.03335015560427026,
0.005906970072633958,
0.00855... | [
0,
0,
0,
0,
1,
2,
3,
4,
5,
5,
5,
5,
5,
6,
7,
7,
7,
7,
7,
8,
9,
10,
11,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
16,
16,
17,
18,
18,
19,
19,
20,
21,
21,
22,
22,
23,
24,
24,
24,
24,
25,
25,
26,
26,
26,
27,
2... | [
0,
1,
2,
3,
1,
3,
3,
4,
3,
4,
5,
6,
10,
6,
7,
8,
9,
10,
11,
10,
10,
10,
11,
11,
12,
12,
13,
12,
14,
11,
15,
18,
16,
17,
18,
18,
18,
20,
19,
20,
20,
20,
21,
21,
22,
22,
21,
23,
24,
25,
25,
26,
26,
27,
28,
27... | [
0.008233789567040928,
0.01688852939690729,
0.005037970082749597,
0.014287549338174018,
0.0009825236464416024,
0.002983195975728925,
0.010151177836246403,
0.01455091258499305,
0.000609640297383013,
0.007969197304484182,
0.001535191474243966,
0.008330201703790608,
0.02778473078669646,
0.0072... | 0.021649 | 12 |
91 | 91 | 1 | 5gaussian | simplex | simplex | [
[
0.005494505494505495
],
[
0.016483516483516484
],
[
0.027472527472527472
],
[
0.038461538461538464
],
[
0.04945054945054945
],
[
0.06043956043956044
],
[
0.07142857142857142
],
[
0.08241758241758242
],
[
0.09340659340659341
],
[
0.1043956... | [
[
0.005494505494505495
],
[
0.016483516483516484
],
[
0.027472527472527472
],
[
0.038461538461538464
],
[
0.04945054945054945
],
[
0.06043956043956044
],
[
0.07142857142857142
],
[
0.08241758241758242
],
[
0.09340659340659341
],
[
0.1043956... | [
0.01605733274683971,
0.018165975960420615,
0.0004065125443879833,
0.0017545028440724756,
0.010410155358536935,
0.013748216291885901,
0.00005559060743349778,
0.008574295968558769,
0.018908459359080997,
0.00604975014484,
0.019744482638935988,
0.0005555225468743327,
0.009126881667677885,
0.00... | [
0.01213627288395187,
0.021458148497703177,
0.007848779878837064,
0.009874884566288008,
0.009363984197689667,
0.009307123123998007,
0.007140658158273481,
0.003907999217651455,
0.030691105858956843,
0.008128769021283478,
0.020458303465671818,
0.04591506122786073,
0.034149172040848344,
0.0118... | [
0,
0,
1,
1,
2,
3,
4,
4,
5,
5,
6,
7,
7,
7,
8,
9,
10,
11,
12,
13,
14,
15,
15,
16,
17,
17,
17,
17,
18,
19,
20,
21,
21,
22,
23,
23,
23,
24,
24,
25,
25,
25,
25,
25,
26,
27,
28,
29,
30,
30,
31,
32,
33,
33,
33,
34... | [
0,
1,
1,
2,
2,
3,
3,
4,
5,
6,
6,
6,
7,
8,
8,
9,
10,
11,
12,
12,
12,
12,
13,
13,
13,
14,
15,
16,
16,
16,
16,
16,
17,
17,
17,
18,
19,
19,
20,
20,
21,
22,
23,
24,
24,
24,
24,
24,
25,
26,
26,
26,
26,
27,
28,
28... | [
0.012136272883951868,
0.00392105986288784,
0.017537088634815328,
0.0006288873256052856,
0.0004065125443879833,
0.0017545028440724756,
0.0010461711608472698,
0.009363984197689666,
0.009307123123998005,
0.004441093167887896,
0.00005559060743349778,
0.0026439743829520853,
0.003907999217651454,
... | 0.110296 | 13 |
19 | 19 | 1 | 4cubic_euclidean | simplex | simplex | [
[
0.02631578947368421
],
[
0.07894736842105263
],
[
0.13157894736842105
],
[
0.18421052631578946
],
[
0.23684210526315788
],
[
0.2894736842105263
],
[
0.34210526315789475
],
[
0.39473684210526316
],
[
0.4473684210526316
],
[
0.5
],
[
... | [
[
0.02631578947368421
],
[
0.07894736842105263
],
[
0.13157894736842105
],
[
0.18421052631578946
],
[
0.23684210526315788
],
[
0.2894736842105263
],
[
0.34210526315789475
],
[
0.39473684210526316
],
[
0.4473684210526316
],
[
0.5
],
[
... | [
0.012350099139211212,
0.03207375921781697,
0.07090998870537672,
0.08439960794242972,
0.05716912303780186,
0.10193380605691876,
0.034598023559042276,
0.0696332078061818,
0.021810716338247934,
0.13102084707415987,
0.0047807786438842865,
0.0391988267980417,
0.021351309849629182,
0.07236154719... | [
0.027269378785690513,
0.07948443235303786,
0.01576227186755369,
0.004220087683943413,
0.05618670925617857,
0.0039333086205678835,
0.003959511619838033,
0.09971519559524511,
0.02522657308385679,
0.0022827893296749166,
0.02051002855611149,
0.13558556252733844,
0.0327015890670865,
0.078349283... | [
0,
1,
1,
2,
2,
3,
3,
3,
3,
3,
3,
4,
5,
5,
5,
5,
5,
6,
7,
8,
8,
9,
9,
9,
10,
11,
11,
12,
12,
13,
14,
15,
15,
16,
16,
17,
18
] | [
0,
0,
1,
1,
2,
2,
3,
4,
5,
6,
7,
7,
7,
8,
9,
10,
11,
11,
11,
11,
12,
12,
13,
14,
14,
14,
15,
15,
16,
16,
16,
16,
17,
17,
18,
18,
18
] | [
0.012350099139211212,
0.014919279646479303,
0.017154479571337672,
0.06232995278170019,
0.008580035923676524,
0.007182235943877166,
0.004220087683943413,
0.056186709256178566,
0.0039333086205678835,
0.003959511619838033,
0.008917754818024648,
0.05716912303780186,
0.03362831773941857,
0.0252... | 0.006051 | 14 |
94 | 94 | 1 | 4cubic_euclidean | simplex | simplex | [
[
0.005319148936170213
],
[
0.015957446808510637
],
[
0.026595744680851064
],
[
0.03723404255319149
],
[
0.047872340425531915
],
[
0.05851063829787234
],
[
0.06914893617021277
],
[
0.0797872340425532
],
[
0.09042553191489362
],
[
0.10106382... | [
[
0.005319148936170213
],
[
0.015957446808510637
],
[
0.026595744680851064
],
[
0.03723404255319149
],
[
0.047872340425531915
],
[
0.05851063829787234
],
[
0.06914893617021277
],
[
0.0797872340425532
],
[
0.09042553191489362
],
[
0.10106382... | [
0.015892137996241507,
0.003029146258106212,
0.0004296120999762082,
0.016305778607506455,
0.0025310704155135704,
0.0072880500071551895,
0.0008428839822846929,
0.004225234185698591,
0.00503207503386589,
0.002407917773256804,
0.03807535535849303,
0.00006517850317715705,
0.018227511930864408,
... | [
0.000615360764560408,
0.051135454519549955,
0.006118710114507013,
0.007746817049382191,
0.024978470788625164,
0.00006009609896952939,
0.003972245032720919,
0.01659363975042781,
0.015339215366643611,
0.012562051453500941,
0.019763465080772157,
0.01628459646458557,
0.010549976185812715,
0.00... | [
0,
0,
1,
2,
3,
4,
5,
6,
7,
8,
8,
9,
9,
10,
10,
10,
10,
10,
11,
12,
12,
13,
14,
15,
15,
16,
16,
17,
17,
18,
18,
19,
19,
20,
20,
20,
21,
22,
22,
22,
22,
23,
23,
23,
24,
25,
25,
26,
26,
27,
28,
28,
28,
28,
29,
... | [
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
3,
3,
4,
5,
6,
7,
7,
7,
8,
8,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
15,
15,
15,
16,
17,
18,
18,
19,
20,
20,
20,
21,
21,
22,
22,
22,
23,
24,
25,
25,
25,
25,
... | [
0.0006153607645604081,
0.015276777231681098,
0.003029146258106212,
0.0004296120999762082,
0.016305778607506455,
0.00253107041551357,
0.007288050007155128,
0.000842883982284693,
0.004225234185698591,
0.0012069017316280344,
0.0038251733022378544,
0.002293536812269159,
0.00011438096098764479,
... | 0.000201 | 15 |
56 | 56 | 1 | 3sqrt_euclidean | simplex | simplex | [
[
0.008928571428571428
],
[
0.026785714285714284
],
[
0.044642857142857144
],
[
0.0625
],
[
0.08035714285714286
],
[
0.09821428571428571
],
[
0.11607142857142858
],
[
0.13392857142857142
],
[
0.15178571428571427
],
[
0.16964285714285715
]... | [
[
0.008928571428571428
],
[
0.026785714285714284
],
[
0.044642857142857144
],
[
0.0625
],
[
0.08035714285714286
],
[
0.09821428571428571
],
[
0.11607142857142858
],
[
0.13392857142857142
],
[
0.15178571428571427
],
[
0.16964285714285715
]... | [
0.024160027934226468,
0.0005997527787894157,
0.011803601243180622,
0.01366629996073207,
0.000358877412585737,
0.024369339445395877,
0.04790282295171459,
0.0025521319767398834,
0.00964375626360339,
0.009224501052186125,
0.02958185842281041,
0.004881199466356156,
0.010482516576755556,
0.0647... | [
0.005650462400454318,
0.0335418509758322,
0.0015097212900605566,
0.018983464096377106,
0.05389043296290941,
0.003328388580194889,
0.0020586429685589764,
0.018075183499850156,
0.02244340643134237,
0.00791193403012618,
0.0033488853854988965,
0.0023966208011612987,
0.033735224164576465,
0.008... | [
0,
0,
1,
2,
2,
3,
4,
5,
5,
6,
6,
6,
6,
6,
7,
8,
9,
9,
10,
10,
10,
10,
11,
11,
12,
13,
13,
13,
13,
14,
15,
16,
16,
17,
17,
18,
18,
19,
19,
19,
20,
21,
22,
23,
24,
24,
24,
25,
26,
26,
26,
26,
26,
27,
27,
28,
... | [
0,
1,
1,
1,
2,
3,
4,
4,
5,
1,
3,
4,
6,
7,
7,
8,
8,
9,
7,
8,
10,
12,
11,
12,
12,
12,
13,
14,
15,
14,
15,
15,
16,
15,
17,
15,
18,
15,
19,
20,
20,
21,
22,
23,
22,
23,
24,
25,
15,
21,
22,
25,
26,
15,
27,
15,
... | [
0.00565046240045432,
0.01850956553377215,
0.0005997527787894157,
0.010293879953120064,
0.0015097212900605575,
0.01366629996073207,
0.000358877412585737,
0.021040950865200986,
0.0033283885801948907,
0.004138652710150582,
0.005317164135645043,
0.0324906046851227,
0.0020586429685589772,
0.003... | 0.108734 | 16 |
76 | 76 | 1 | 5gaussian | simplex | simplex | [
[
0.006578947368421052
],
[
0.019736842105263157
],
[
0.03289473684210526
],
[
0.046052631578947366
],
[
0.05921052631578947
],
[
0.07236842105263158
],
[
0.08552631578947369
],
[
0.09868421052631579
],
[
0.1118421052631579
],
[
0.125
],
... | [
[
0.006578947368421052
],
[
0.019736842105263157
],
[
0.03289473684210526
],
[
0.046052631578947366
],
[
0.05921052631578947
],
[
0.07236842105263158
],
[
0.08552631578947369
],
[
0.09868421052631579
],
[
0.1118421052631579
],
[
0.125
],
... | [
0.0005982562473595559,
0.0053196627632098965,
0.007183085122712449,
0.004787106545893425,
0.008789075378349569,
0.003750293325087595,
0.005451043945766857,
0.022159981841446724,
0.0005107027908130153,
0.005158607619179621,
0.013557187822636057,
0.0034229809714071287,
0.0009920812803968563,
... | [
0.00625412070835227,
0.017423229298425578,
0.00041224516636595134,
0.020494250662436,
0.023892176614883867,
0.00026423118202633126,
0.002420118423169682,
0.01913849526890718,
0.010707323785877309,
0.0005971482599506218,
0.020766917099392438,
0.0016048427302110429,
0.06683156251294808,
0.01... | [
0,
1,
2,
2,
3,
4,
5,
6,
6,
6,
7,
7,
8,
9,
9,
9,
10,
11,
11,
12,
13,
14,
15,
16,
17,
18,
19,
20,
20,
21,
21,
21,
21,
21,
22,
23,
24,
25,
26,
26,
26,
26,
27,
27,
28,
28,
29,
30,
30,
30,
31,
32,
32,
33,
33,
34... | [
0,
1,
1,
2,
3,
4,
4,
5,
6,
7,
7,
8,
8,
8,
9,
10,
10,
10,
11,
12,
12,
12,
12,
12,
12,
12,
12,
12,
13,
13,
14,
15,
16,
17,
17,
17,
17,
17,
17,
18,
19,
20,
20,
21,
21,
22,
22,
22,
23,
24,
24,
24,
25,
25,
26,
2... | [
0.0005982562473595559,
0.005319662763209897,
0.0067708399563464975,
0.0004122451663659515,
0.004787106545893424,
0.00878907537834957,
0.0037502933250875958,
0.00026423118202633137,
0.002420118423169683,
0.0027666943405708425,
0.016371800928336344,
0.00578818091311038,
0.0005107027908130153,
... | 0.093824 | 17 |
90 | 90 | 1 | 2canberra | simplex | simplex | [
[
0.005555555555555556
],
[
0.016666666666666666
],
[
0.027777777777777776
],
[
0.03888888888888889
],
[
0.05
],
[
0.06111111111111111
],
[
0.07222222222222222
],
[
0.08333333333333333
],
[
0.09444444444444444
],
[
0.10555555555555556
],
... | [
[
0.005555555555555556
],
[
0.016666666666666666
],
[
0.027777777777777776
],
[
0.03888888888888889
],
[
0.05
],
[
0.06111111111111111
],
[
0.07222222222222222
],
[
0.08333333333333333
],
[
0.09444444444444444
],
[
0.10555555555555556
],
... | [
0.00629717682130716,
0.0066959662298995155,
0.0022863120965062635,
0.022955570172222044,
0.007521787954940903,
0.006616678059126465,
0.0012554188458090414,
0.0065176484522592,
0.0008010844076161932,
0.00879924007022565,
0.008822858639615365,
0.00502518361388295,
0.026729614873413705,
0.004... | [
0.04425674593494508,
0.02264042325539198,
0.013316378844679577,
0.001491469096218102,
0.0073552778155263265,
0.008328698960275384,
0.009108299162473148,
0.006261302038521813,
0.008601867526461398,
0.00894387691999636,
0.006895819097141563,
0.003340612325343524,
0.003986436990328038,
0.0048... | [
0,
1,
2,
3,
3,
3,
4,
4,
5,
6,
7,
7,
8,
9,
10,
10,
10,
11,
11,
12,
12,
12,
12,
12,
12,
13,
13,
14,
15,
15,
16,
17,
17,
18,
18,
18,
18,
19,
20,
20,
21,
22,
23,
24,
24,
25,
25,
26,
26,
26,
27,
27,
27,
28,
29,
... | [
0,
1,
2,
1,
2,
3,
4,
5,
5,
6,
6,
7,
8,
9,
8,
9,
10,
8,
11,
1,
5,
6,
8,
12,
14,
13,
14,
14,
14,
15,
16,
16,
17,
16,
18,
19,
21,
19,
20,
21,
21,
22,
23,
23,
24,
23,
25,
22,
23,
26,
21,
22,
27,
28,
29,
28,
2... | [
0.00629717682130716,
0.0066959662298995155,
0.0022863120965062635,
0.010434034327830617,
0.011030066748173323,
0.001491469096218103,
0.007355277815526331,
0.00016651013941457182,
0.006616678059126465,
0.0012554188458090414,
0.0002563464137373831,
0.006261302038521817,
0.0008010844076161932,
... | 0.071758 | 18 |
61 | 61 | 1 | 2canberra | simplex | simplex | [
[
0.00819672131147541
],
[
0.02459016393442623
],
[
0.040983606557377046
],
[
0.05737704918032787
],
[
0.07377049180327869
],
[
0.09016393442622951
],
[
0.10655737704918032
],
[
0.12295081967213115
],
[
0.13934426229508196
],
[
0.1557377049... | [
[
0.00819672131147541
],
[
0.02459016393442623
],
[
0.040983606557377046
],
[
0.05737704918032787
],
[
0.07377049180327869
],
[
0.09016393442622951
],
[
0.10655737704918032
],
[
0.12295081967213115
],
[
0.13934426229508196
],
[
0.1557377049... | [
0.019414294489273405,
0.00920977518711806,
0.0014282271822541283,
0.015596761633056518,
0.029926128977354537,
0.045229029284558145,
0.02210755540683442,
0.001607583514632606,
0.0049829294836035935,
0.02370412010472745,
0.007494911876599674,
0.020048831179943296,
0.013541017934874075,
0.042... | [
0.020614591094726974,
0.02022698852648422,
0.0005136672869670826,
0.03662001906807219,
0.006178099546441168,
0.01543852587954454,
0.0022795094282665727,
0.02076090355213691,
0.03938462592381949,
0.008229706127196161,
0.00802992003719651,
0.026619008374832574,
0.020538489232867847,
0.004805... | [
0,
1,
2,
2,
3,
4,
4,
4,
5,
5,
5,
5,
6,
6,
6,
7,
8,
9,
9,
9,
9,
10,
11,
12,
13,
13,
13,
13,
13,
13,
14,
15,
15,
16,
16,
16,
17,
18,
18,
19,
20,
21,
21,
21,
22,
22,
23,
23,
23,
23,
24,
24,
25,
25,
26,
27,
2... | [
0,
1,
1,
2,
3,
1,
3,
4,
0,
1,
5,
8,
6,
7,
8,
7,
8,
8,
9,
10,
11,
10,
11,
12,
11,
12,
13,
14,
19,
60,
14,
15,
19,
16,
17,
19,
17,
18,
19,
19,
20,
20,
21,
60,
22,
60,
23,
26,
59,
60,
24,
26,
25,
26,
26,
27,
... | [
0.01941429448927341,
0.00920977518711806,
0.0009145598952870459,
0.0005136672869670824,
0.015596761633056518,
0.0027247719958977097,
0.021023257435015662,
0.006178099546441165,
0.0012002966054535588,
0.007377881448181398,
0.015438525879544534,
0.02121232535137864,
0.002279509428266572,
0.0... | 0.076635 | 19 |
End of preview. Expand in Data Studio
ToR-OT synthetic optimal-transport corpus
Discrete Kantorovich instances with exact sparse optimal plans, generated by
python -m torot.data.generate from the ToR-OT code release (https://github.com/vsingh-group/TOR-OT)
("Learning Optimal Transport Plans Via Autoregressive Token Regression", NeurIPS 2026).
Each record is one instance:
| field | description |
|---|---|
n, m |
number of source / target bins |
dim |
support dimension (1) |
cost_type |
one of sqeuclidean, euclidean, canberra, sqrt_euclidean, cubic_euclidean, gaussian |
coords_src, coords_tgt |
bin centres of a regular grid on [0,1], canonical order |
a, b |
marginals (float64, sum to 1); for the random splits drawn by the marginals sampler of the generation config (simplex: uniform on the probability simplex, Dirichlet(1,…,1); normalized_uniform: normalised i.i.d. U(0,1) weights) |
plan_rows, plan_cols, plan_vals |
COO of the optimal plan returned by POT's network simplex (ot.emd) |
ot_cost |
optimal cost with the max-normalised cost matrix |
family_src, family_tgt |
the marginal sampler (simplex or normalized_uniform), or the named density for the OOD evaluation split |
seed |
per-instance seed (instances are fully reproducible) |
The cost matrix is not stored; it is torot.data.cost.cost_matrix(coords_src, coords_tgt, cost_type).
Cost types
cost_type holds the code name; the paper writes the costs as below. L2^p is the Euclidean distance to the power p
(in 1D, L2 = |x - y|, which on a line also equals L1 and L∞). Each cost matrix is divided by its largest entry.
cost_type |
paper | c(x, y) |
|---|---|---|
euclidean |
L2 | ‖x − y‖₂ |
sqrt_euclidean |
L2^(1/2) | ‖x − y‖₂^(1/2) |
sqeuclidean |
L2^2 | ‖x − y‖₂² |
cubic_euclidean |
L2^3 | ‖x − y‖₂³ |
canberra |
Canberra | Σ_d |x_d − y_d| / (|x_d| + |y_d|) |
gaussian |
Gaussian | 1 − exp(−‖x − y‖₂² / 2σ²), σ = 0.2 |
Splits
| split | instances |
|---|---|
train |
5000000 |
val |
2500 |
test_id |
5000 |
test_extrap |
5000 |
test_ood |
1728 |
Generation configuration
{
"n_min": 5,
"n_max": 100,
"extrap_n_min": 120,
"extrap_n_max": 200,
"equal_sizes": true,
"marginals": "simplex",
"cost_types": [
"sqeuclidean",
"euclidean",
"canberra",
"sqrt_euclidean",
"cubic_euclidean",
"gaussian"
],
"ood_sizes": [
30,
100
]
}
Command:
python -m torot.data.generate --out_dir ./torot_data_5M --repo_id ivanjaenm/torot_data_5M --push --train 5000000 --val 2500 --test_id 5000 --test_extrap 5000 --seed 0 --workers 32
- Downloads last month
- 175
Models trained or fine-tuned on ivanjaenm/torot_data_5M