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pyprobml
Jupyter Notebook

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

by probml · GitHub
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blackjaxcolabflaxMITJupyter Notebook
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In plain words

Run Python code to recreate figures from a book on probabilistic machine learning.

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2026-07-042026-08-31
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📄 About

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pyprobml has 7.1k stars on GitHub. It has been forked 1.6k times. pyprobml is written mainly in Jupyter Notebook. It has been in active development since 2016. pyprobml is available under the MIT license. Its main topics are blackjax, colab, flax, jax.

Frequently asked questions

What is pyprobml?

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Is pyprobml open source?

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

Is pyprobml free?

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

What license does pyprobml use?

pyprobml is available under the MIT license.

What language is pyprobml written in?

pyprobml is written mainly in Jupyter Notebook.

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