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pyprobml
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
★7.1kstars
Jupyter Notebook
MIT
Updated: Today
📋 Project at a Glance
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What's this?A open-source Learning & Resources project, built with Jupyter Notebook, focusing on blackjax and colab
Who made it?Maintained by probml team, 7.1K⭐ on GitHub, #327 out of 3640 in Learning & Resources
Why does it exist?As the Learning & Resources landscape evolved, the probml team identified the need for better blackjax solutions. pyprobml was created to simplify colab workflows.
What can it do?Key use cases: flax, jax, jupyter-notebooks
How to install with AI?Use an AI coding assistant to follow the README and automatically handle the install and environment setup.
🔗 github.com/probml/pyprobml
🔗 github.com/probml/pyprobml
Topics
blackjaxcolabflaxjaxjupyter-notebooksmachine-learningnumpyropmlprobabilistic-programmingpymc3pyropytorchtensorflow