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
9,380,351,239
391,125,343
46410
18852
3708
15 years a day
GitHub scikit-learn
3,046,991,562
123,702,797
63143
26174
2162
15 years a day
GitHub narwhals
249,186,581
34,476,397
1257
161
183
1 year, 6 months a day
GitHub xgboost
819,908,023
31,436,106
27278
8799
474
11 years 6 hours
GitHub polars
224,999,381
19,412,693
35069
2366
2804
5 years a day
GitHub imbalanced-learn
390,144,444
16,269,339
7033
1312
55
11 years a day
GitHub lightgbm
473,996,791
10,659,420
17546
3927
460
9 years 6 hours
GitHub umap-learn
61,692,593
2,267,873
7921
849
512
8 years a day
GitHub category_encoders
73,959,720
1,810,029
2457
403
44
9 years 2 months
GitHub skl2onnx
38,802,388
1,014,099
595
119
98
6 years 21 days
GitHub sktime
31,212,419
981,519
9217
1671
1566
6 years 3 days
GitHub scikeras
13,386,495
555,016
247
51
48
5 years 8 months
GitHub tslearn
14,297,293
431,938
3024
354
133
8 years a day
GitHub yellowbrick
27,359,731
421,774
4369
562
107
9 years 6 months
GitHub skops
2,389,477
298,057
496
60
20
3 years 8 days
GitHub darts
5,299,117
142,429
8848
955
252
6 years 5 days
GitHub fairlearn
8,302,676
140,309
2115
463
132
7 years 15 days
GitHub mapie
2,601,074
104,400
1449
125
39
4 years a day
GitHub skorch
4,133,674
95,736
6109
402
66
8 years 12 days
GitHub scikit-multilearn
4,819,269
81,853
945
178
91
11 years 1 year, 6 months
GitHub dtreeviz
6,151,805
78,533
3089
343
75
7 years 5 months
GitHub scikit-lego
1,433,067
45,276
1352
121
33
6 years 2 months
GitHub skrub
179,826
38,471
1444
154
113
7 years 2 days
GitHub aeon
342,048
17,438
1221
216
207
2 years a day
GitHub crepes
97,004
9,999
516
41
3
3 years 2 months
GitHub skore
31,095
4,143
519
94
105
1 year, 2 months 2 days
GitHub human-learn
98,824
3,877
820
55
6
5 years 1 year, 1 month
GitHub sklearn-evaluation
695,345
3,511
468
53
5
9 years 5 months
GitHub turftopic
49,698
3,477
77
8
11
1 year, 8 months a month
GitHub topic-wizard
51,733
2,749
131
15
3
2 years 5 months
GitHub embetter
78,679
2,259
514
16
16
3 years 13 days
GitHub emlearn
120,129
1,408
645
62
18
7 years 3 days
GitHub stormtrooper
18,998
480
18
2
1
2 years 9 months
GitHub tweetopic
18,658
473
33
4
9
2 years a month
GitHub doubtlab
35,370
451
515
17
1
3 years 1 year, 1 month
GitHub scikit-partial
3,340
347
46
1
0
3 years 1 year, 1 month