shap
pypiv0.51.0A unified approach to explain the output of any machine learning model.
License MIT Licensepermissive110 versions63 deps3,339,497 weekly dl
http://github.com/shap/shap77
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safe to use
[email protected] is safe to use (health: 77/100)
Health breakdown0 – 100
20/25
maintenance
17/20
popularity
25/25
security
15/15
maturity
0/15
community
Vulnerabilities
0
none known
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Dependencies (63)
numpyscipyscikit-learnpandastqdmpackagingslicernumbanumba;llvmlitellvmlite;cloudpickletyping-extensionsmatplotlib;ipython;lime;scikit-learn;matplotlib;ipython;numpydoc;sphinx_rtd_theme;sphinx;nbsphinx;sphinx_github_changelog;myst-parser;requests;ipywidgets;pytest;pytest-mpl;pytest-cov;mypy;pytest;pytest-mpl;pytest-cov;xgboost;lightgbm;catboost;gpboostngboost;pyspark;pyod;transformerstf-keras;protobuf;torch;torchvision;tensorflow;sentencepiece;opencv-python;numpynumbacausalml;selenium;jupyter;nbconvert;nbformat;nlp;transformers;datasets;keras;
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Last updated · 2026-03-04T09:17:24.110350Z