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scikit-explain

A user-friendly python package for computing and plotting machine learning explainability output.

Installation

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

pip3 install scikit-explain

Dependencies

• tqdm
• statsmodels
• numpy
• seaborn
• scikit-learn
• matplotlib
• pandas
• shap
• xarray
• ipywidgets

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.1.7	2026-02-11
scikit_explain-0.1.7-py3-none-any.whl (33 MB)
0.1.4	2023-09-08
scikit_explain-0.1.4-py3-none-any.whl (33 MB)
0.1.3	2023-05-31
scikit_explain-0.1.3-py3-none-any.whl (33 MB)
0.1.2	2023-03-22
scikit_explain-0.1.2-py3-none-any.whl (33 MB)
0.1.1	2023-02-15
scikit_explain-0.1.1-py3-none-any.whl (33 MB)
0.1.0	2023-02-15
scikit_explain-0.1.0-py3-none-any.whl (33 MB)
0.0.9	2022-09-22
scikit_explain-0.0.9-py3-none-any.whl (33 MB)
0.0.8	2022-09-15
scikit_explain-0.0.8-py3-none-any.whl (33 MB)
0.0.7	2022-05-18
scikit_explain-0.0.7-py3-none-any.whl (33 MB)
0.0.6	2022-05-18
scikit_explain-0.0.6-py3-none-any.whl (33 MB)
0.0.5	2022-05-18
scikit_explain-0.0.5-py3-none-any.whl (33 MB)
0.0.4	2022-03-28
scikit_explain-0.0.4-py3-none-any.whl (122 KB)
0.0.3	2022-03-27
scikit_explain-0.0.3-py3-none-any.whl (122 KB)
0.0.2	2022-03-22
scikit_explain-0.0.2-py3-none-any.whl (121 KB)
0.0.1	2022-03-06
scikit_explain-0.0.1-py3-none-any.whl (117 KB)

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