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shap

shap

by shap · GitHub

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

# deep-learning# explainability# gradient-boosting# interpretability
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⭐ Stars
25.6k
🍴 Forks
3.7k
🔥 Trending
+2 this week
📜 License
MIT
Commercial use OK
📅 Created
2016
🔄 Last commit
6 days ago
🏷️ Category
deep-learning
💻 Language
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📈 Star history
25.62k25.56k
2026-06-272026-07-22
📄 About

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

Frequently asked questions

What is shap?

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

Is shap open source?

shap is an open-source project. It is released under the MIT license.

Is shap free?

Yes. shap is free and open source — you can use, modify and self-host it.

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