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