piwheels

shap

A unified approach to explain the output of any machine learning model.

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install shap

Dependencies

• tqdm
• numpy
• packaging
• typing-extensions
• slicer
• scikit-learn
• scipy
• numba
• cloudpickle
• pandas

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Files
0.48.0	2025-06-12
0.47.2	2025-04-17
0.47.1	2025-03-22
shap-0.47.1-cp311-cp311-linux_armv6l.whl (843 KB) shap-0.47.1-cp311-cp311-linux_armv7l.whl (843 KB) shap-0.47.1-cp39-cp39-linux_armv6l.whl (835 KB) shap-0.47.1-cp39-cp39-linux_armv7l.whl (835 KB)
0.47.0	2025-03-05
shap-0.47.0-cp311-cp311-linux_armv6l.whl (882 KB) shap-0.47.0-cp311-cp311-linux_armv7l.whl (882 KB) shap-0.47.0-cp39-cp39-linux_armv6l.whl (874 KB) shap-0.47.0-cp39-cp39-linux_armv7l.whl (874 KB)
0.46.0	2024-06-27
shap-0.46.0-cp311-cp311-linux_armv6l.whl (520 KB) shap-0.46.0-cp311-cp311-linux_armv7l.whl (520 KB) shap-0.46.0-cp39-cp39-linux_armv6l.whl (521 KB) shap-0.46.0-cp39-cp39-linux_armv7l.whl (521 KB)
0.45.1	2024-05-07
shap-0.45.1-cp311-cp311-linux_armv6l.whl (521 KB) shap-0.45.1-cp311-cp311-linux_armv7l.whl (521 KB) shap-0.45.1-cp39-cp39-linux_armv6l.whl (522 KB) shap-0.45.1-cp39-cp39-linux_armv7l.whl (522 KB)
0.45.0	2024-03-08
shap-0.45.0-cp311-cp311-linux_armv6l.whl (518 KB) shap-0.45.0-cp311-cp311-linux_armv7l.whl (518 KB) shap-0.45.0-cp39-cp39-linux_armv6l.whl (519 KB) shap-0.45.0-cp39-cp39-linux_armv7l.whl (519 KB)
0.44.1	2024-01-25
shap-0.44.1-cp311-cp311-linux_armv6l.whl (516 KB) shap-0.44.1-cp311-cp311-linux_armv7l.whl (516 KB) shap-0.44.1-cp39-cp39-linux_armv6l.whl (517 KB) shap-0.44.1-cp39-cp39-linux_armv7l.whl (517 KB)
0.44.0	2023-12-07
shap-0.44.0-cp311-cp311-linux_armv6l.whl (514 KB) shap-0.44.0-cp311-cp311-linux_armv7l.whl (514 KB) shap-0.44.0-cp39-cp39-linux_armv6l.whl (515 KB) shap-0.44.0-cp39-cp39-linux_armv7l.whl (515 KB)
0.43.0	2023-10-09
shap-0.43.0-cp311-cp311-linux_armv6l.whl (513 KB) shap-0.43.0-cp311-cp311-linux_armv7l.whl (513 KB) shap-0.43.0-cp39-cp39-linux_armv6l.whl (514 KB) shap-0.43.0-cp39-cp39-linux_armv7l.whl (514 KB)
0.42.1	2023-07-15
shap-0.42.1-cp37-cp37m-linux_armv6l.whl (490 KB) shap-0.42.1-cp37-cp37m-linux_armv7l.whl (490 KB) shap-0.42.1-cp39-cp39-linux_armv6l.whl (529 KB) shap-0.42.1-cp39-cp39-linux_armv7l.whl (529 KB) shap-0.42.1-cp311-cp311-linux_armv6l.whl (528 KB) shap-0.42.1-cp311-cp311-linux_armv7l.whl (528 KB)
0.42.0	2023-07-06
shap-0.42.0-cp37-cp37m-linux_armv6l.whl (490 KB) shap-0.42.0-cp37-cp37m-linux_armv7l.whl (490 KB) shap-0.42.0-cp39-cp39-linux_armv6l.whl (528 KB) shap-0.42.0-cp39-cp39-linux_armv7l.whl (528 KB) shap-0.42.0-cp311-cp311-linux_armv6l.whl (527 KB) shap-0.42.0-cp311-cp311-linux_armv7l.whl (527 KB)
0.41.0	2022-06-16
shap-0.41.0-cp311-cp311-linux_armv6l.whl (502 KB) shap-0.41.0-cp311-cp311-linux_armv7l.whl (502 KB) shap-0.41.0-cp35-cp35m-linux_armv6l.whl (491 KB) shap-0.41.0-cp35-cp35m-linux_armv7l.whl (491 KB) shap-0.41.0-cp37-cp37m-linux_armv6l.whl (465 KB) shap-0.41.0-cp37-cp37m-linux_armv7l.whl (465 KB) shap-0.41.0-cp39-cp39-linux_armv6l.whl (503 KB) shap-0.41.0-cp39-cp39-linux_armv7l.whl (503 KB)
0.40.0	2021-10-20
shap-0.40.0-cp311-cp311-linux_armv6l.whl (499 KB) shap-0.40.0-cp311-cp311-linux_armv7l.whl (499 KB) shap-0.40.0-cp37-cp37m-linux_armv6l.whl (530 KB) shap-0.40.0-cp37-cp37m-linux_armv7l.whl (530 KB) shap-0.40.0-cp35-cp35m-linux_armv6l.whl (488 KB) shap-0.40.0-cp35-cp35m-linux_armv7l.whl (488 KB) shap-0.40.0-cp39-cp39-linux_armv6l.whl (500 KB) shap-0.40.0-cp39-cp39-linux_armv7l.whl (500 KB)
0.39.0	2021-03-03
shap-0.39.0-cp35-cp35m-linux_armv6l.whl (472 KB) shap-0.39.0-cp35-cp35m-linux_armv7l.whl (472 KB) shap-0.39.0-cp37-cp37m-linux_armv6l.whl (513 KB) shap-0.39.0-cp37-cp37m-linux_armv7l.whl (513 KB) shap-0.39.0-py3-none-any.whl (382 KB) shap-0.39.0-cp39-cp39-linux_armv6l.whl (483 KB) shap-0.39.0-cp39-cp39-linux_armv7l.whl (483 KB)
0.38.1	2021-01-15
shap-0.38.1-cp35-cp35m-linux_armv6l.whl (471 KB) shap-0.38.1-cp35-cp35m-linux_armv7l.whl (471 KB) shap-0.38.1-cp37-cp37m-linux_armv6l.whl (512 KB) shap-0.38.1-cp37-cp37m-linux_armv7l.whl (512 KB) shap-0.38.1-py3-none-any.whl (381 KB) shap-0.38.1-cp39-cp39-linux_armv6l.whl (482 KB) shap-0.38.1-cp39-cp39-linux_armv7l.whl (482 KB)
0.37.0	2020-11-04
shap-0.37.0-cp35-cp35m-linux_armv6l.whl (443 KB) shap-0.37.0-cp35-cp35m-linux_armv7l.whl (443 KB) shap-0.37.0-cp37-cp37m-linux_armv6l.whl (486 KB) shap-0.37.0-cp37-cp37m-linux_armv7l.whl (486 KB) shap-0.37.0-py3-none-any.whl (346 KB) shap-0.37.0-cp39-cp39-linux_armv6l.whl (446 KB) shap-0.37.0-cp39-cp39-linux_armv7l.whl (446 KB)
0.36.0	2020-08-27
shap-0.36.0-cp35-cp35m-linux_armv6l.whl (436 KB) shap-0.36.0-cp35-cp35m-linux_armv7l.whl (436 KB) shap-0.36.0-cp37-cp37m-linux_armv6l.whl (479 KB) shap-0.36.0-cp37-cp37m-linux_armv7l.whl (479 KB) shap-0.36.0-py3-none-any.whl (338 KB) shap-0.36.0-cp39-cp39-linux_armv6l.whl (439 KB) shap-0.36.0-cp39-cp39-linux_armv7l.whl (439 KB)
0.35.0	2020-02-27
shap-0.35.0-cp34-cp34m-linux_armv6l.whl (361 KB) shap-0.35.0-cp34-cp34m-linux_armv7l.whl (361 KB) shap-0.35.0-cp37-cp37m-linux_armv7l.whl (418 KB) shap-0.35.0-cp37-cp37m-linux_armv6l.whl (418 KB) shap-0.35.0-cp35-cp35m-linux_armv6l.whl (375 KB) shap-0.35.0-cp35-cp35m-linux_armv7l.whl (375 KB) shap-0.35.0-cp39-cp39-linux_armv6l.whl (377 KB) shap-0.35.0-cp39-cp39-linux_armv7l.whl (377 KB) shap-0.35.0-py3-none-any.whl (280 KB)
0.34.0	2019-12-27
shap-0.34.0-cp37-cp37m-linux_armv7l.whl (407 KB) shap-0.34.0-cp37-cp37m-linux_armv6l.whl (407 KB) shap-0.34.0-cp35-cp35m-linux_armv6l.whl (364 KB) shap-0.34.0-cp35-cp35m-linux_armv7l.whl (364 KB) shap-0.34.0-cp39-cp39-linux_armv6l.whl (366 KB) shap-0.34.0-cp39-cp39-linux_armv7l.whl (366 KB) shap-0.34.0-py3-none-any.whl (269 KB)
0.33.0	2019-12-11
shap-0.33.0-cp37-cp37m-linux_armv7l.whl (406 KB) shap-0.33.0-cp37-cp37m-linux_armv6l.whl (406 KB) shap-0.33.0-cp34-cp34m-linux_armv7l.whl (349 KB) shap-0.33.0-cp34-cp34m-linux_armv6l.whl (349 KB) shap-0.33.0-cp35-cp35m-linux_armv7l.whl (363 KB) shap-0.33.0-cp35-cp35m-linux_armv6l.whl (363 KB) shap-0.33.0-cp39-cp39-linux_armv6l.whl (365 KB) shap-0.33.0-cp39-cp39-linux_armv7l.whl (365 KB) shap-0.33.0-py3-none-any.whl (269 KB)
0.32.1	2019-11-06
shap-0.32.1-cp39-cp39-linux_armv6l.whl (360 KB) shap-0.32.1-cp39-cp39-linux_armv7l.whl (360 KB) shap-0.32.1-cp35-cp35m-linux_armv7l.whl (358 KB) shap-0.32.1-cp35-cp35m-linux_armv6l.whl (358 KB) shap-0.32.1-cp37-cp37m-linux_armv6l.whl (401 KB) shap-0.32.1-cp37-cp37m-linux_armv7l.whl (401 KB) shap-0.32.1-py3-none-any.whl (263 KB)
0.32.0	2019-11-06
shap-0.32.0-cp39-cp39-linux_armv6l.whl (360 KB) shap-0.32.0-cp39-cp39-linux_armv7l.whl (360 KB) shap-0.32.0-cp35-cp35m-linux_armv7l.whl (358 KB) shap-0.32.0-cp35-cp35m-linux_armv6l.whl (358 KB) shap-0.32.0-cp37-cp37m-linux_armv7l.whl (401 KB) shap-0.32.0-cp37-cp37m-linux_armv6l.whl (401 KB) shap-0.32.0-py3-none-any.whl (263 KB)
0.31.0	2019-10-21
shap-0.31.0-cp39-cp39-linux_armv6l.whl (358 KB) shap-0.31.0-cp39-cp39-linux_armv7l.whl (358 KB) shap-0.31.0-cp35-cp35m-linux_armv6l.whl (356 KB) shap-0.31.0-cp35-cp35m-linux_armv7l.whl (356 KB) shap-0.31.0-cp37-cp37m-linux_armv7l.whl (399 KB) shap-0.31.0-cp37-cp37m-linux_armv6l.whl (399 KB) shap-0.31.0-cp34-cp34m-linux_armv6l.whl (342 KB) shap-0.31.0-cp34-cp34m-linux_armv7l.whl (342 KB) shap-0.31.0-py3-none-any.whl (262 KB)
0.30.2	2019-09-30
shap-0.30.2-cp39-cp39-linux_armv6l.whl (344 KB) shap-0.30.2-cp39-cp39-linux_armv7l.whl (344 KB) shap-0.30.2-cp35-cp35m-linux_armv6l.whl (342 KB) shap-0.30.2-cp35-cp35m-linux_armv7l.whl (342 KB) shap-0.30.2-cp34-cp34m-linux_armv7l.whl (328 KB) shap-0.30.2-cp34-cp34m-linux_armv6l.whl (328 KB) shap-0.30.2-cp37-cp37m-linux_armv6l.whl (385 KB) shap-0.30.2-cp37-cp37m-linux_armv7l.whl (385 KB) shap-0.30.2-py3-none-any.whl (248 KB)
0.30.1	2019-09-09
shap-0.30.1-cp39-cp39-linux_armv6l.whl (344 KB) shap-0.30.1-cp39-cp39-linux_armv7l.whl (344 KB) shap-0.30.1-cp34-cp34m-linux_armv6l.whl (328 KB) shap-0.30.1-cp34-cp34m-linux_armv7l.whl (328 KB) shap-0.30.1-cp37-cp37m-linux_armv6l.whl (385 KB) shap-0.30.1-cp37-cp37m-linux_armv7l.whl (385 KB) shap-0.30.1-cp35-cp35m-linux_armv7l.whl (342 KB) shap-0.30.1-cp35-cp35m-linux_armv6l.whl (342 KB) shap-0.30.1-py3-none-any.whl (247 KB)
0.30.0	2019-08-31
shap-0.30.0-cp39-cp39-linux_armv6l.whl (340 KB) shap-0.30.0-cp39-cp39-linux_armv7l.whl (340 KB) shap-0.30.0-cp35-cp35m-linux_armv7l.whl (338 KB) shap-0.30.0-cp35-cp35m-linux_armv6l.whl (338 KB) shap-0.30.0-cp34-cp34m-linux_armv7l.whl (324 KB) shap-0.30.0-cp34-cp34m-linux_armv6l.whl (324 KB) shap-0.30.0-cp37-cp37m-linux_armv7l.whl (381 KB) shap-0.30.0-cp37-cp37m-linux_armv6l.whl (381 KB) shap-0.30.0-cp311-cp311-linux_armv6l.whl (339 KB) shap-0.30.0-cp311-cp311-linux_armv7l.whl (339 KB)
0.29.3	2019-06-19
shap-0.29.3-cp35-cp35m-linux_armv6l.whl (326 KB) shap-0.29.3-cp35-cp35m-linux_armv7l.whl (326 KB) shap-0.29.3-cp39-cp39-linux_armv6l.whl (329 KB) shap-0.29.3-cp39-cp39-linux_armv7l.whl (329 KB) shap-0.29.3-cp37-cp37m-linux_armv6l.whl (369 KB) shap-0.29.3-cp37-cp37m-linux_armv7l.whl (369 KB) shap-0.29.3-py3-none-any.whl (232 KB)
0.29.2	2019-06-19
shap-0.29.2-cp35-cp35m-linux_armv7l.whl (325 KB) shap-0.29.2-cp35-cp35m-linux_armv6l.whl (325 KB) shap-0.29.2-cp39-cp39-linux_armv6l.whl (329 KB) shap-0.29.2-cp39-cp39-linux_armv7l.whl (329 KB) shap-0.29.2-cp37-cp37m-linux_armv7l.whl (369 KB) shap-0.29.2-cp37-cp37m-linux_armv6l.whl (369 KB) shap-0.29.2-cp34-cp34m-linux_armv7l.whl (312 KB) shap-0.29.2-cp34-cp34m-linux_armv6l.whl (312 KB) shap-0.29.2-py3-none-any.whl (232 KB)
0.29.1	2019-05-15
shap-0.29.1-cp35-cp35m-linux_armv7l.whl (325 KB) shap-0.29.1-cp35-cp35m-linux_armv6l.whl (325 KB) shap-0.29.1-cp39-cp39-linux_armv6l.whl (327 KB) shap-0.29.1-cp39-cp39-linux_armv7l.whl (327 KB) shap-0.29.1-cp37-cp37m-linux_armv6l.whl (368 KB) shap-0.29.1-cp37-cp37m-linux_armv7l.whl (368 KB) shap-0.29.1-cp34-cp34m-linux_armv7l.whl (311 KB) shap-0.29.1-cp34-cp34m-linux_armv6l.whl (311 KB) shap-0.29.1-py3-none-any.whl (231 KB)
0.28.6	2019-05-14
0.28.5	2019-02-16
shap-0.28.5-cp39-cp39-linux_armv6l.whl (321 KB) shap-0.28.5-cp39-cp39-linux_armv7l.whl (321 KB) shap-0.28.5-cp37-cp37m-linux_armv6l.whl (365 KB) shap-0.28.5-cp37-cp37m-linux_armv7l.whl (365 KB) shap-0.28.5-cp34-cp34m-linux_armv7l.whl (305 KB) shap-0.28.5-cp34-cp34m-linux_armv6l.whl (305 KB) shap-0.28.5-cp35-cp35m-linux_armv6l.whl (318 KB) shap-0.28.5-cp35-cp35m-linux_armv7l.whl (318 KB) shap-0.28.5-py3-none-any.whl (225 KB)
0.28.4	2019-02-16
shap-0.28.4-cp39-cp39-linux_armv6l.whl (321 KB) shap-0.28.4-cp39-cp39-linux_armv7l.whl (321 KB) shap-0.28.4-cp37-cp37m-linux_armv6l.whl (366 KB) shap-0.28.4-cp37-cp37m-linux_armv7l.whl (366 KB) shap-0.28.4-cp34-cp34m-linux_armv6l.whl (305 KB) shap-0.28.4-cp34-cp34m-linux_armv7l.whl (305 KB) shap-0.28.4-cp35-cp35m-linux_armv7l.whl (318 KB) shap-0.28.4-cp35-cp35m-linux_armv6l.whl (318 KB) shap-0.28.4-py3-none-any.whl (225 KB)
0.28.3	2019-01-24
shap-0.28.3-cp39-cp39-linux_armv6l.whl (320 KB) shap-0.28.3-cp39-cp39-linux_armv7l.whl (320 KB) shap-0.28.3-cp37-cp37m-linux_armv7l.whl (365 KB) shap-0.28.3-cp37-cp37m-linux_armv6l.whl (365 KB) shap-0.28.3-cp34-cp34m-linux_armv7l.whl (304 KB) shap-0.28.3-cp34-cp34m-linux_armv6l.whl (304 KB) shap-0.28.3-cp35-cp35m-linux_armv7l.whl (318 KB) shap-0.28.3-cp35-cp35m-linux_armv6l.whl (318 KB) shap-0.28.3-py3-none-any.whl (224 KB)
0.28.2	2019-01-23
shap-0.28.2-cp39-cp39-linux_armv6l.whl (320 KB) shap-0.28.2-cp39-cp39-linux_armv7l.whl (320 KB) shap-0.28.2-cp37-cp37m-linux_armv6l.whl (365 KB) shap-0.28.2-cp37-cp37m-linux_armv7l.whl (365 KB) shap-0.28.2-cp34-cp34m-linux_armv7l.whl (304 KB) shap-0.28.2-cp34-cp34m-linux_armv6l.whl (304 KB) shap-0.28.2-cp35-cp35m-linux_armv7l.whl (318 KB) shap-0.28.2-cp35-cp35m-linux_armv6l.whl (318 KB) shap-0.28.2-py3-none-any.whl (224 KB)
0.28.1	2019-01-23
shap-0.28.1-cp39-cp39-linux_armv6l.whl (320 KB) shap-0.28.1-cp39-cp39-linux_armv7l.whl (320 KB) shap-0.28.1-cp37-cp37m-linux_armv7l.whl (365 KB) shap-0.28.1-cp37-cp37m-linux_armv6l.whl (365 KB) shap-0.28.1-py3-none-any.whl (224 KB)
0.28.0	2019-01-21
shap-0.28.0-cp39-cp39-linux_armv6l.whl (314 KB) shap-0.28.0-cp39-cp39-linux_armv7l.whl (314 KB) shap-0.28.0-cp37-cp37m-linux_armv6l.whl (359 KB) shap-0.28.0-cp37-cp37m-linux_armv7l.whl (359 KB) shap-0.28.0-cp34-cp34m-linux_armv7l.whl (300 KB) shap-0.28.0-cp34-cp34m-linux_armv6l.whl (300 KB) shap-0.28.0-cp35-cp35m-linux_armv7l.whl (313 KB) shap-0.28.0-cp35-cp35m-linux_armv6l.whl (313 KB) shap-0.28.0-py3-none-any.whl (223 KB)
0.27.0	2019-01-01
shap-0.27.0-cp39-cp39-linux_armv6l.whl (310 KB) shap-0.27.0-cp39-cp39-linux_armv7l.whl (310 KB) shap-0.27.0-cp37-cp37m-linux_armv7l.whl (354 KB) shap-0.27.0-cp37-cp37m-linux_armv6l.whl (354 KB) shap-0.27.0-cp34-cp34m-linux_armv6l.whl (295 KB) shap-0.27.0-cp34-cp34m-linux_armv7l.whl (295 KB) shap-0.27.0-cp35-cp35m-linux_armv7l.whl (309 KB) shap-0.27.0-cp35-cp35m-linux_armv6l.whl (309 KB) shap-0.27.0-py3-none-any.whl (219 KB)
0.26.0	2018-12-12
shap-0.26.0-cp39-cp39-linux_armv6l.whl (303 KB) shap-0.26.0-cp39-cp39-linux_armv7l.whl (303 KB) shap-0.26.0-cp37-cp37m-linux_armv6l.whl (348 KB) shap-0.26.0-cp37-cp37m-linux_armv7l.whl (348 KB) shap-0.26.0-cp34-cp34m-linux_armv7l.whl (289 KB) shap-0.26.0-cp34-cp34m-linux_armv6l.whl (289 KB) shap-0.26.0-cp35-cp35m-linux_armv7l.whl (303 KB) shap-0.26.0-cp35-cp35m-linux_armv6l.whl (303 KB) shap-0.26.0-py3-none-any.whl (215 KB)
0.25.2	2018-11-09
shap-0.25.2-cp39-cp39-linux_armv6l.whl (257 KB) shap-0.25.2-cp39-cp39-linux_armv7l.whl (257 KB) shap-0.25.2-cp37-cp37m-linux_armv7l.whl (276 KB) shap-0.25.2-cp37-cp37m-linux_armv6l.whl (276 KB) shap-0.25.2-cp35-cp35m-linux_armv6l.whl (263 KB) shap-0.25.2-cp35-cp35m-linux_armv7l.whl (263 KB) shap-0.25.2-py3-none-any.whl (200 KB)
0.25.1	2018-11-08
shap-0.25.1-cp39-cp39-linux_armv6l.whl (259 KB) shap-0.25.1-cp39-cp39-linux_armv7l.whl (259 KB) shap-0.25.1-cp37-cp37m-linux_armv6l.whl (278 KB) shap-0.25.1-cp37-cp37m-linux_armv7l.whl (278 KB) shap-0.25.1-cp35-cp35m-linux_armv7l.whl (264 KB) shap-0.25.1-cp35-cp35m-linux_armv6l.whl (264 KB) shap-0.25.1-py3-none-any.whl (201 KB)
0.25.0	2018-11-07
shap-0.25.0-py3-none-any.whl (197 KB)
0.24.0	2018-08-24
shap-0.24.0-cp39-cp39-linux_armv6l.whl (218 KB) shap-0.24.0-cp39-cp39-linux_armv7l.whl (218 KB) shap-0.24.0-cp37-cp37m-linux_armv7l.whl (238 KB) shap-0.24.0-cp37-cp37m-linux_armv6l.whl (238 KB) shap-0.24.0-cp35-cp35m-linux_armv7l.whl (228 KB) shap-0.24.0-cp35-cp35m-linux_armv6l.whl (228 KB) shap-0.24.0-py3-none-any.whl (174 KB)
0.23.2	2018-08-24
shap-0.23.2-cp39-cp39-linux_armv6l.whl (218 KB) shap-0.23.2-cp39-cp39-linux_armv7l.whl (218 KB) shap-0.23.2-cp37-cp37m-linux_armv6l.whl (239 KB) shap-0.23.2-cp37-cp37m-linux_armv7l.whl (239 KB) shap-0.23.2-cp35-cp35m-linux_armv7l.whl (228 KB) shap-0.23.2-cp35-cp35m-linux_armv6l.whl (228 KB) shap-0.23.2-py3-none-any.whl (174 KB)
0.23.1	2018-08-16
shap-0.23.1-cp39-cp39-linux_armv6l.whl (218 KB) shap-0.23.1-cp39-cp39-linux_armv7l.whl (218 KB) shap-0.23.1-cp37-cp37m-linux_armv7l.whl (238 KB) shap-0.23.1-cp37-cp37m-linux_armv6l.whl (238 KB) shap-0.23.1-cp35-cp35m-linux_armv7l.whl (228 KB) shap-0.23.1-cp35-cp35m-linux_armv6l.whl (228 KB) shap-0.23.1-py3-none-any.whl (173 KB)
0.23.0	2018-08-16
shap-0.23.0-cp39-cp39-linux_armv6l.whl (223 KB) shap-0.23.0-cp39-cp39-linux_armv7l.whl (223 KB) shap-0.23.0-cp37-cp37m-linux_armv6l.whl (244 KB) shap-0.23.0-cp37-cp37m-linux_armv7l.whl (244 KB) shap-0.23.0-cp35-cp35m-linux_armv6l.whl (239 KB) shap-0.23.0-cp35-cp35m-linux_armv7l.whl (239 KB) shap-0.23.0-py3-none-any.whl (179 KB)
0.22.3	2018-08-09
shap-0.22.3-cp39-cp39-linux_armv6l.whl (222 KB) shap-0.22.3-cp39-cp39-linux_armv7l.whl (222 KB) shap-0.22.3-cp37-cp37m-linux_armv7l.whl (242 KB) shap-0.22.3-cp37-cp37m-linux_armv6l.whl (242 KB) shap-0.22.3-cp35-cp35m-linux_armv7l.whl (231 KB) shap-0.22.3-cp35-cp35m-linux_armv6l.whl (231 KB) shap-0.22.3-py3-none-any.whl (177 KB)
0.22.2	2018-08-08
shap-0.22.2-cp39-cp39-linux_armv6l.whl (222 KB) shap-0.22.2-cp39-cp39-linux_armv7l.whl (222 KB) shap-0.22.2-cp37-cp37m-linux_armv6l.whl (242 KB) shap-0.22.2-cp37-cp37m-linux_armv7l.whl (242 KB) shap-0.22.2-cp35-cp35m-linux_armv7l.whl (231 KB) shap-0.22.2-cp35-cp35m-linux_armv6l.whl (231 KB) shap-0.22.2-py3-none-any.whl (177 KB)
0.22.1	2018-08-08
shap-0.22.1-cp39-cp39-linux_armv6l.whl (220 KB) shap-0.22.1-cp39-cp39-linux_armv7l.whl (220 KB) shap-0.22.1-cp37-cp37m-linux_armv7l.whl (241 KB) shap-0.22.1-cp37-cp37m-linux_armv6l.whl (241 KB) shap-0.22.1-cp34-cp34m-linux_armv6l.whl (226 KB) shap-0.22.1-cp34-cp34m-linux_armv7l.whl (226 KB) shap-0.22.1-cp35-cp35m-linux_armv7l.whl (229 KB) shap-0.22.1-cp35-cp35m-linux_armv6l.whl (229 KB) shap-0.22.1-py3-none-any.whl (176 KB)
0.22.0	2018-08-08
shap-0.22.0-cp39-cp39-linux_armv6l.whl (215 KB) shap-0.22.0-cp39-cp39-linux_armv7l.whl (215 KB) shap-0.22.0-cp37-cp37m-linux_armv7l.whl (236 KB) shap-0.22.0-cp37-cp37m-linux_armv6l.whl (236 KB) shap-0.22.0-cp34-cp34m-linux_armv6l.whl (221 KB) shap-0.22.0-cp34-cp34m-linux_armv7l.whl (221 KB) shap-0.22.0-cp35-cp35m-linux_armv6l.whl (231 KB) shap-0.22.0-cp35-cp35m-linux_armv7l.whl (231 KB) shap-0.22.0-py3-none-any.whl (171 KB)
0.21.0	2018-07-24
shap-0.21.0-cp39-cp39-linux_armv6l.whl (94 KB) shap-0.21.0-cp39-cp39-linux_armv7l.whl (94 KB) shap-0.21.0-cp37-cp37m-linux_armv7l.whl (115 KB) shap-0.21.0-cp37-cp37m-linux_armv6l.whl (115 KB) shap-0.21.0-cp34-cp34m-linux_armv7l.whl (100 KB) shap-0.21.0-cp34-cp34m-linux_armv6l.whl (100 KB) shap-0.21.0-cp35-cp35m-linux_armv6l.whl (110 KB) shap-0.21.0-cp35-cp35m-linux_armv7l.whl (110 KB) shap-0.21.0-py3-none-any.whl (50 KB)
0.20.2	2018-07-23
shap-0.20.2-cp39-cp39-linux_armv6l.whl (91 KB) shap-0.20.2-cp39-cp39-linux_armv7l.whl (91 KB) shap-0.20.2-cp37-cp37m-linux_armv7l.whl (112 KB) shap-0.20.2-cp37-cp37m-linux_armv6l.whl (112 KB) shap-0.20.2-cp34-cp34m-linux_armv7l.whl (97 KB) shap-0.20.2-cp34-cp34m-linux_armv6l.whl (97 KB) shap-0.20.2-cp35-cp35m-linux_armv6l.whl (107 KB) shap-0.20.2-cp35-cp35m-linux_armv7l.whl (107 KB) shap-0.20.2-py3-none-any.whl (47 KB)
0.20.1	2018-07-17
shap-0.20.1-cp37-cp37m-linux_armv6l.whl (110 KB) shap-0.20.1-cp37-cp37m-linux_armv7l.whl (110 KB) shap-0.20.1-cp34-cp34m-linux_armv7l.whl (95 KB) shap-0.20.1-cp34-cp34m-linux_armv6l.whl (95 KB) shap-0.20.1-cp35-cp35m-linux_armv7l.whl (104 KB) shap-0.20.1-cp35-cp35m-linux_armv6l.whl (104 KB) shap-0.20.1-py3-none-any.whl (45 KB) shap-0.20.1-cp39-cp39-linux_armv6l.whl (89 KB) shap-0.20.1-cp39-cp39-linux_armv7l.whl (89 KB)
0.19.5	2018-07-13
shap-0.19.5-cp37-cp37m-linux_armv7l.whl (109 KB) shap-0.19.5-cp37-cp37m-linux_armv6l.whl (109 KB) shap-0.19.5-cp34-cp34m-linux_armv6l.whl (95 KB) shap-0.19.5-cp34-cp34m-linux_armv7l.whl (95 KB) shap-0.19.5-cp35-cp35m-linux_armv6l.whl (103 KB) shap-0.19.5-cp35-cp35m-linux_armv7l.whl (103 KB) shap-0.19.5-py3-none-any.whl (45 KB) shap-0.19.5-cp39-cp39-linux_armv6l.whl (89 KB) shap-0.19.5-cp39-cp39-linux_armv7l.whl (89 KB)
0.19.4	2018-07-12
shap-0.19.4-cp37-cp37m-linux_armv7l.whl (109 KB) shap-0.19.4-cp37-cp37m-linux_armv6l.whl (109 KB) shap-0.19.4-cp34-cp34m-linux_armv6l.whl (94 KB) shap-0.19.4-cp34-cp34m-linux_armv7l.whl (94 KB) shap-0.19.4-cp35-cp35m-linux_armv6l.whl (97 KB) shap-0.19.4-cp35-cp35m-linux_armv7l.whl (97 KB) shap-0.19.4-py3-none-any.whl (44 KB) shap-0.19.4-cp39-cp39-linux_armv6l.whl (88 KB) shap-0.19.4-cp39-cp39-linux_armv7l.whl (88 KB)
0.19.3	2018-07-07
shap-0.19.3-cp37-cp37m-linux_armv6l.whl (108 KB) shap-0.19.3-cp37-cp37m-linux_armv7l.whl (108 KB) shap-0.19.3-cp34-cp34m-linux_armv7l.whl (93 KB) shap-0.19.3-cp34-cp34m-linux_armv6l.whl (93 KB) shap-0.19.3-cp35-cp35m-linux_armv7l.whl (101 KB) shap-0.19.3-cp35-cp35m-linux_armv6l.whl (101 KB) shap-0.19.3-py3-none-any.whl (43 KB) shap-0.19.3-cp39-cp39-linux_armv6l.whl (87 KB) shap-0.19.3-cp39-cp39-linux_armv7l.whl (87 KB)
0.19.2	2018-06-29
shap-0.19.2-cp37-cp37m-linux_armv6l.whl (102 KB) shap-0.19.2-cp37-cp37m-linux_armv7l.whl (102 KB) shap-0.19.2-cp34-cp34m-linux_armv7l.whl (87 KB) shap-0.19.2-cp34-cp34m-linux_armv6l.whl (87 KB) shap-0.19.2-cp35-cp35m-linux_armv7l.whl (95 KB) shap-0.19.2-cp35-cp35m-linux_armv6l.whl (95 KB) shap-0.19.2-py3-none-any.whl (37 KB) shap-0.19.2-cp39-cp39-linux_armv6l.whl (81 KB) shap-0.19.2-cp39-cp39-linux_armv7l.whl (81 KB)
0.19.1	2018-06-28
shap-0.19.1-cp37-cp37m-linux_armv7l.whl (103 KB) shap-0.19.1-cp37-cp37m-linux_armv6l.whl (103 KB) shap-0.19.1-cp34-cp34m-linux_armv6l.whl (87 KB) shap-0.19.1-cp34-cp34m-linux_armv7l.whl (87 KB) shap-0.19.1-cp35-cp35m-linux_armv6l.whl (95 KB) shap-0.19.1-cp35-cp35m-linux_armv7l.whl (95 KB) shap-0.19.1-py3-none-any.whl (37 KB) shap-0.19.1-cp39-cp39-linux_armv6l.whl (81 KB) shap-0.19.1-cp39-cp39-linux_armv7l.whl (81 KB)
0.18.1	2018-06-07
shap-0.18.1-cp37-cp37m-linux_armv6l.whl (96 KB) shap-0.18.1-cp37-cp37m-linux_armv7l.whl (96 KB) shap-0.18.1-cp34-cp34m-linux_armv6l.whl (85 KB) shap-0.18.1-cp34-cp34m-linux_armv7l.whl (85 KB) shap-0.18.1-py3-none-any.whl (31 KB) shap-0.18.1-cp39-cp39-linux_armv6l.whl (75 KB) shap-0.18.1-cp39-cp39-linux_armv7l.whl (75 KB)
0.18.0	2018-06-07
shap-0.18.0-cp37-cp37m-linux_armv7l.whl (92 KB) shap-0.18.0-cp37-cp37m-linux_armv6l.whl (92 KB) shap-0.18.0-cp35-cp35m-linux_armv7l.whl (80 KB) shap-0.18.0-cp35-cp35m-linux_armv6l.whl (80 KB) shap-0.18.0-py3-none-any.whl (27 KB) shap-0.18.0-cp39-cp39-linux_armv6l.whl (71 KB) shap-0.18.0-cp39-cp39-linux_armv7l.whl (71 KB)
0.17.1	2018-05-30
shap-0.17.1-cp37-cp37m-linux_armv7l.whl (90 KB) shap-0.17.1-cp37-cp37m-linux_armv6l.whl (90 KB) shap-0.17.1-cp35-cp35m-linux_armv7l.whl (78 KB) shap-0.17.1-cp35-cp35m-linux_armv6l.whl (78 KB) shap-0.17.1-cp34-cp34m-linux_armv6l.whl (75 KB) shap-0.17.1-cp34-cp34m-linux_armv7l.whl (75 KB) shap-0.17.1-cp39-cp39-linux_armv6l.whl (69 KB) shap-0.17.1-cp39-cp39-linux_armv7l.whl (69 KB)
0.17.0	2018-05-29
shap-0.17.0-cp37-cp37m-linux_armv7l.whl (90 KB) shap-0.17.0-cp37-cp37m-linux_armv6l.whl (90 KB) shap-0.17.0-cp34-cp34m-linux_armv7l.whl (75 KB) shap-0.17.0-cp34-cp34m-linux_armv6l.whl (75 KB) shap-0.17.0-cp35-cp35m-linux_armv7l.whl (78 KB) shap-0.17.0-cp35-cp35m-linux_armv6l.whl (78 KB) shap-0.17.0-cp39-cp39-linux_armv6l.whl (69 KB) shap-0.17.0-cp39-cp39-linux_armv7l.whl (69 KB)
0.16.1	2018-05-21
shap-0.16.1-cp37-cp37m-linux_armv7l.whl (87 KB) shap-0.16.1-cp37-cp37m-linux_armv6l.whl (87 KB) shap-0.16.1-cp34-cp34m-linux_armv6l.whl (72 KB) shap-0.16.1-cp34-cp34m-linux_armv7l.whl (72 KB) shap-0.16.1-cp35-cp35m-linux_armv7l.whl (75 KB) shap-0.16.1-cp35-cp35m-linux_armv6l.whl (75 KB) shap-0.16.1-cp39-cp39-linux_armv6l.whl (66 KB) shap-0.16.1-cp39-cp39-linux_armv7l.whl (66 KB)
0.15.0	2018-05-03
shap-0.15.0-cp37-cp37m-linux_armv6l.whl (87 KB) shap-0.15.0-cp37-cp37m-linux_armv7l.whl (87 KB) shap-0.15.0-cp34-cp34m-linux_armv7l.whl (72 KB) shap-0.15.0-cp34-cp34m-linux_armv6l.whl (72 KB) shap-0.15.0-cp35-cp35m-linux_armv7l.whl (75 KB) shap-0.15.0-cp35-cp35m-linux_armv6l.whl (75 KB) shap-0.15.0-cp39-cp39-linux_armv6l.whl (65 KB) shap-0.15.0-cp39-cp39-linux_armv7l.whl (65 KB)
0.14.1	2018-04-19
shap-0.14.1-cp37-cp37m-linux_armv6l.whl (85 KB) shap-0.14.1-cp37-cp37m-linux_armv7l.whl (85 KB) shap-0.14.1-cp35-cp35m-linux_armv7l.whl (73 KB) shap-0.14.1-cp35-cp35m-linux_armv6l.whl (73 KB) shap-0.14.1-cp34-cp34m-linux_armv7l.whl (70 KB) shap-0.14.1-cp34-cp34m-linux_armv6l.whl (70 KB) shap-0.14.1-cp39-cp39-linux_armv6l.whl (64 KB) shap-0.14.1-cp39-cp39-linux_armv7l.whl (64 KB)
0.14.0	2018-04-14
shap-0.14.0-cp37-cp37m-linux_armv6l.whl (84 KB) shap-0.14.0-cp37-cp37m-linux_armv7l.whl (84 KB) shap-0.14.0-cp35-cp35m-linux_armv7l.whl (73 KB) shap-0.14.0-cp35-cp35m-linux_armv6l.whl (73 KB) shap-0.14.0-cp34-cp34m-linux_armv7l.whl (70 KB) shap-0.14.0-cp34-cp34m-linux_armv6l.whl (70 KB) shap-0.14.0-cp39-cp39-linux_armv6l.whl (63 KB) shap-0.14.0-cp39-cp39-linux_armv7l.whl (63 KB)
0.13.7	2018-04-12
shap-0.13.7-cp37-cp37m-linux_armv6l.whl (84 KB) shap-0.13.7-cp37-cp37m-linux_armv7l.whl (84 KB) shap-0.13.7-cp35-cp35m-linux_armv7l.whl (72 KB) shap-0.13.7-cp35-cp35m-linux_armv6l.whl (72 KB) shap-0.13.7-cp34-cp34m-linux_armv6l.whl (69 KB) shap-0.13.7-cp34-cp34m-linux_armv7l.whl (69 KB) shap-0.13.7-cp39-cp39-linux_armv6l.whl (63 KB) shap-0.13.7-cp39-cp39-linux_armv7l.whl (63 KB)
0.13.6	2018-04-11
shap-0.13.6-cp37-cp37m-linux_armv7l.whl (84 KB) shap-0.13.6-cp37-cp37m-linux_armv6l.whl (84 KB) shap-0.13.6-cp34-cp34m-linux_armv6l.whl (69 KB) shap-0.13.6-cp34-cp34m-linux_armv7l.whl (69 KB) shap-0.13.6-cp35-cp35m-linux_armv7l.whl (72 KB) shap-0.13.6-cp35-cp35m-linux_armv6l.whl (72 KB) shap-0.13.6-cp39-cp39-linux_armv6l.whl (63 KB) shap-0.13.6-cp39-cp39-linux_armv7l.whl (63 KB)
0.13.5	2018-04-11
0.13.3	2018-04-10
shap-0.13.3-py3-none-any.whl (18 KB)
0.13.2	2018-04-10
0.13.1	2018-04-10
shap-0.13.1-py3-none-any.whl (10 KB)
0.13	2018-04-09
shap-0.13-py3-none-any.whl (10 KB)
0.12.1	2018-04-05
shap-0.12.1-py3-none-any.whl (15 KB)
0.12.0	2018-03-22
shap-0.12.0-py3-none-any.whl (14 KB)
0.11.1	2018-03-07
shap-0.11.1-py3-none-any.whl (14 KB)
0.11.0	2018-03-03
shap-0.11.0-py3-none-any.whl (14 KB)
0.10.3	2018-02-20
shap-0.10.3-py3-none-any.whl (14 KB)
0.10.2	2018-02-19
shap-0.10.2-py3-none-any.whl (14 KB)
0.10.1	2018-02-15
shap-0.10.1-py3-none-any.whl (14 KB)
0.10.0	2018-02-13
shap-0.10.0-py3-none-any.whl (14 KB)
0.9.1	2018-02-12
shap-0.9.1-py3-none-any.whl (13 KB)
0.8.9	2018-02-07
shap-0.8.9-py3-none-any.whl (13 KB)
0.8.8	2018-02-05
shap-0.8.8-py3-none-any.whl (13 KB)
0.8.7	2018-02-02
shap-0.8.7-py3-none-any.whl (13 KB)
0.8.6	2018-02-01
shap-0.8.6-py3-none-any.whl (12 KB)
0.8.5	2018-01-31
shap-0.8.5-py3-none-any.whl (12 KB)
0.8.4	2018-01-31
shap-0.8.4-py3-none-any.whl (12 KB)
0.8.3	2018-01-29
shap-0.8.3-py3-none-any.whl (11 KB)
0.8.2	2018-01-29
shap-0.8.2-py3-none-any.whl (11 KB)
0.8.1	2018-01-29
shap-0.8.1-py3-none-any.whl (11 KB)
0.8.0	2018-01-23
shap-0.8.0-py3-none-any.whl (11 KB)
0.7.0	2017-12-07
shap-0.7.0-py3-none-any.whl (8 KB)
0.6.1	2017-12-01
shap-0.6.1-py3-none-any.whl (8 KB)
0.6	2017-11-23
shap-0.6-py3-none-any.whl (8 KB)
0.5	2017-10-25
shap-0.5-py3-none-any.whl (8 KB)
0.3.3	2017-10-04
shap-0.3.3-py3-none-any.whl (8 KB)
0.3.2	2017-10-03
shap-0.3.2-py3-none-any.whl (8 KB)
0.3.1	2017-09-26
shap-0.3.1-py3-none-any.whl (7 KB)
0.3	2017-09-21
shap-0.3-py3-none-any.whl (7 KB)
0.2.4	2017-05-18
shap-0.2.4-py3-none-any.whl (6 KB)
0.2.3	2017-04-18
shap-0.2.3-py3-none-any.whl (6 KB)
0.2.2	2017-04-14
shap-0.2.2-py3-none-any.whl (6 KB)
0.2.1	2016-12-09
shap-0.2.1-py3-none-any.whl (6 KB)
0.2	2016-12-01
shap-0.2-py3-none-any.whl (6 KB)
0.1.2	2016-12-01
shap-0.1.2-py3-none-any.whl (6 KB)
0.1	2016-12-01

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