Ecosystem packages for scikit-learn


A collection of known scikit-learn ecosystem packages with their stats.

The underlying data of this table is also available for download here.

Name Total Downloads Monthly Downloads Github Stars Forks Open Issues Age Last Update
GitHub pandas
9,102,922,128
371,948,788
46193
18753
3690
14 years a day
GitHub scikit-learn
2,959,863,014
117,179,221
62910
26111
2143
14 years a day
GitHub narwhals
224,989,287
32,488,580
1214
160
174
1 year, 5 months a day
GitHub xgboost
797,425,299
28,165,542
27198
8793
469
11 years a day
GitHub polars
211,491,540
18,467,253
34749
2333
2748
5 years a day
GitHub imbalanced-learn
378,685,075
15,781,679
7023
1312
61
10 years a month
GitHub lightgbm
466,441,313
10,734,612
17458
3918
458
9 years 6 hours
GitHub umap-learn
60,055,193
2,183,960
7893
846
510
8 years 15 days
GitHub category_encoders
72,658,546
1,950,295
2453
403
42
9 years a month
GitHub sktime
30,512,778
1,116,347
9184
1664
1562
6 years a day
GitHub skl2onnx
38,088,052
919,708
591
119
102
6 years 9 days
GitHub scikeras
12,997,893
665,569
247
51
48
5 years 7 months
GitHub yellowbrick
27,056,455
488,573
4364
561
107
9 years 5 months
GitHub tslearn
14,001,523
410,350
3013
355
133
8 years a day
GitHub skops
2,170,852
269,579
495
59
21
3 years 9 days
GitHub darts
5,197,567
134,214
8794
948
249
6 years 5 days
GitHub fairlearn
8,205,440
129,646
2108
464
135
7 years 6 days
GitHub mapie
2,529,482
105,089
1449
126
40
4 years 5 days
GitHub skorch
4,066,027
86,063
6088
398
67
8 years a day
GitHub dtreeviz
6,096,537
79,182
3087
343
75
6 years 5 months
GitHub scikit-multilearn
4,759,727
79,069
942
178
91
11 years 1 year, 6 months
GitHub scikit-lego
1,403,026
44,091
1351
121
33
6 years a month
GitHub skrub
155,729
40,884
1440
153
105
7 years 9 days
GitHub aeon
328,672
13,813
1210
211
225
2 years 6 hours
GitHub crepes
88,960
7,495
514
41
3
3 years a month
GitHub skore
28,082
4,387
514
94
119
1 year, 1 month a day
GitHub human-learn
96,241
3,567
819
55
6
5 years 1 year, 22 days
GitHub sklearn-evaluation
692,865
2,926
468
53
5
9 years 5 months
GitHub embetter
77,030
2,486
503
16
17
3 years 4 months
GitHub turftopic
46,813
2,261
74
8
11
1 year, 8 months a month
GitHub topic-wizard
49,329
1,742
130
15
3
2 years 4 months
GitHub emlearn
119,391
1,644
639
61
18
7 years 8 days
GitHub doubtlab
35,132
565
515
17
1
3 years 1 year, 22 days
GitHub stormtrooper
18,714
443
18
2
1
1 year, 11 months 8 months
GitHub scikit-partial
3,233
303
46
1
0
3 years 1 year, 22 days
GitHub tweetopic
18,328
266
33
4
9
2 years 30 days