Probabilistic machine learning

Material to accompany the book "Machine Learning: A Probabilistic Perspective" (Software, Data, Exercises, Figures, etc)

shift-happens Public
Research code for ML with distribution shift

Jupyter Notebook 5 MIT 2 0 0 Updated Mar 14, 2022
pyprobml Public
Python code for "Probabilistic Machine learning" book by Kevin Murphy

Python 4,504 MIT 1,038 21 1 Updated Mar 13, 2022
JSL Public
Jax SSM Library

Python 20 MIT 3 6 0 Updated Mar 13, 2022
probml-notebooks Public
Notebooks for "Probabilistic Machine Learning" book

Jupyter Notebook 159 MIT 39 0 3 Updated Mar 13, 2022
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 2,942 MIT 354 14 1 Updated Mar 12, 2022
bandits Public
Bayesian Bandits

Jupyter Notebook 43 MIT 2 0 0 Updated Mar 10, 2022
pml2-book Public
Probabilistic Machine Learning: Advanced Topics

89 MIT 5 25 0 Updated Feb 28, 2022
probml-data Public
Datasets associated with pyprobml

MATLAB 11 MIT 7 0 0 Updated Jan 27, 2022
SGMCMCJax Public
Lightweight library of stochastic gradient MCMC algorithms written in JAX.

Python 1 Apache-2.0 5 0 0 Updated Oct 6, 2021
superimport Public
Simple package to lookup missing packages and autoinstall them.

Python 5 MIT 3 2 0 Updated Sep 12, 2021

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