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PyPI · #1168 most downloaded on PyPI
A unified approach to explain the output of any machine learning model.
Last release 11 days ago
07 Sep 2026
Release timing varies
gaps range from 2 weeks to 8 months
Nearly every release is documented
notes for 58 of the last 60 stable releases
Nothing withdrawn
no release was ever pulled
10 years old
112 releases · first in 2016
Fully functional implementations of DeepExplainer and GradientExplainer now available.
Fully functional implementations of DeepExplainer and GradientExplainer now available.
Released on 2018-07-07 - GitHub - PyPI
Fully functional implementations of DeepExplainer and GradientExplainer now available.
Fixes an important bug when explaining sklearn models (#137).
Fixes an important bug when explaining sklearn models (#137).
Released on 2018-06-29 - GitHub - PyPI
Fixes an important bug when explaining sklearn models ( #137 ).
One column per quarter.
This marks the final release before potential interface changes to support multi-dimensional inputs in DeepExplainer.
This marks the final release before potential interface changes to support multi-dimensional inputs in DeepExplainer.
Released on 2018-06-28 - GitHub - PyPI
This marks the final release before potential interface changes to support multi-dimensional inputs in DeepExplainer.
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