Probabilistic machine learning

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

pyprobml Public
Python code for "Machine learning: a probabilistic perspective" (2nd edition)

Python 4,223 MIT 985 5 0 Updated Jan 20, 2022
JSL Public
Jax SSM Library

Python 4 MIT 0 6 0 Updated Jan 20, 2022
shift-happens Public
Research code for ML with distribution shift

Jupyter Notebook 1 MIT 1 0 0 Updated Jan 20, 2022
bandits Public
Bayesian Bandits

Jupyter Notebook 31 MIT 1 0 0 Updated Jan 19, 2022
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 1,991 MIT 236 11 0 Updated Jan 18, 2022
probml-notebooks Public
Notebooks for "Probabilistic Machine Learning" book

Jupyter Notebook 100 MIT 21 0 0 Updated Jan 17, 2022
probml-data Public
Datasets associated with pyprobml

MATLAB 9 MIT 5 0 0 Updated Jan 1, 2022
SGMCMCJax Public
Lightweight library of stochastic gradient MCMC algorithms written in JAX.

Python 0 Apache-2.0 3 0 0 Updated Oct 5, 2021
superimport Public
Simple package to lookup missing packages and autoinstall them.

Python 3 MIT 2 2 0 Updated Sep 12, 2021
deimport Public

Python 2 MIT 1 0 0 Updated Aug 26, 2021

Pinned