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interpret
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interpret

Fit interpretable models. Explain blackbox machine learning.

by interpretml · GitHub
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aiartificial-intelligencebiasMITC++
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In plain words

Train models that are easy to understand and explain how complex machine learning systems make decisions.

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6.90k6.88k
2026-07-042026-08-31
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📄 About

Fit interpretable models. Explain blackbox machine learning.

interpret has 6.9k stars on GitHub. It has been forked 779 times. interpret is written mainly in C++. It has been in active development since 2019. interpret is available under the MIT license. Its main topics are ai, artificial-intelligence, bias, blackbox.

Frequently asked questions

What is interpret?

Fit interpretable models. Explain blackbox machine learning.

Is interpret open source?

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

Is interpret free?

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

What license does interpret use?

interpret is available under the MIT license.

What language is interpret written in?

interpret is written mainly in C++.

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