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 | 5,698,618,566 |
262,815,483 |
43198 |
17773 |
3615 |
14 years | a day |
scikit-learn | 1,967,405,602 |
72,697,103 |
59365 |
25237 |
2084 |
14 years | 2 days |
xgboost | 511,629,288 |
21,044,603 |
26072 |
8698 |
466 |
10 years | a day |
imbalanced-learn | 210,404,034 |
11,634,936 |
6800 |
1275 |
46 |
10 years | 3 months |
lightgbm | 355,216,420 |
10,191,018 |
16515 |
3821 |
361 |
8 years | 5 hours |
narwhals | 8,827,732 |
8,716,612 |
358 |
49 |
47 |
6 months | a day |
polars | 70,718,377 |
8,144,294 |
29124 |
1829 |
1990 |
4 years | a day |
umap-learn | 40,438,081 |
1,380,761 |
7343 |
798 |
474 |
7 years | 21 days |
category_encoders | 53,879,563 |
1,270,185 |
2397 |
393 |
47 |
8 years | 4 months |
skl2onnx | 28,171,865 |
1,042,102 |
538 |
99 |
91 |
5 years | 3 days |
sktime | 19,929,379 |
695,070 |
7734 |
1317 |
1169 |
5 years | a day |
tslearn | 9,586,915 |
386,735 |
2879 |
336 |
137 |
7 years | 2 months |
yellowbrick | 21,903,698 |
377,823 |
4262 |
555 |
98 |
8 years | 1 year, 1 month |
scikeras | 6,580,772 |
355,967 |
239 |
46 |
43 |
4 years | 4 months |
fairlearn | 6,066,899 |
191,879 |
1891 |
410 |
160 |
6 years | a day |
skorch | 2,645,446 |
147,173 |
5759 |
387 |
63 |
7 years | 2 days |
darts | 3,769,754 |
134,149 |
7891 |
854 |
245 |
5 years | 6 days |
dtreeviz | 4,926,206 |
123,861 |
2923 |
332 |
72 |
6 years | 10 days |
skforecast | 1,006,091 |
78,682 |
1070 |
123 |
16 |
3 years | 2 days |
mapie | 1,529,350 |
57,941 |
1246 |
101 |
55 |
3 years | 5 days |
skops | 462,521 |
51,111 |
440 |
52 |
32 |
2 years | 3 days |
scikit-multilearn | 3,916,808 |
49,978 |
916 |
178 |
90 |
10 years | 7 months |
scikit-lego | 1,071,366 |
28,017 |
1243 |
117 |
35 |
5 years | 18 days |
aeon | 157,070 |
8,977 |
951 |
110 |
232 |
1 year, 8 months | a day |
sklearn-evaluation | 641,512 |
4,794 |
455 |
54 |
4 |
9 years | 6 months |
crepes | 33,464 |
3,515 |
390 |
28 |
3 |
2 years | 6 days |
human-learn | 59,615 |
2,554 |
792 |
54 |
6 |
4 years | a month |
embetter | 46,791 |
2,161 |
454 |
15 |
16 |
2 years | 4 months |
turftopic | 16,530 |
2,086 |
12 |
4 |
9 |
9 months | 20 days |
skrub | 11,801 |
1,907 |
1091 |
96 |
60 |
6 years | 2 days |
topic-wizard | 28,076 |
1,395 |
94 |
13 |
4 |
1 year, 11 months | 17 days |
emlearn | 100,543 |
1,208 |
476 |
54 |
15 |
6 years | 20 days |
stormtrooper | 9,508 |
1,008 |
9 |
1 |
0 |
1 year, 1 month | a day |
doubtlab | 26,353 |
614 |
503 |
19 |
1 |
2 years | a month |
tweetopic | 12,757 |
463 |
28 |
3 |
8 |
2 years | 2 months |
scikit-partial | 2,091 |
93 |
42 |
1 |
0 |
2 years | a month |