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Probabilistic machine learning

Material to accompany my book series "Probabilistic Machine Learning" (Software, Data, Exercises, Figures, etc)

1.4k followers
http://probml.ai
@sirbayes
murphyk@gmail.com

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pyprobml pyprobml Public

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

Jupyter Notebook 6.8k 1.6k
pml-book pml-book Public

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 5.2k 620

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Showing 10 of 30 repositories

dynamax Public
A Python package for probabilistic state space modeling with JAX

probml/dynamax’s past year of commit activity

Python 827 MIT 95 50 (17 issues need help) 9 Updated May 10, 2025
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

probml/pml-book’s past year of commit activity

Jupyter Notebook 5,242 MIT 620 6 0 Updated Apr 18, 2025
pml2-book Public
Probabilistic Machine Learning: Advanced Topics

probml/pml2-book’s past year of commit activity

1,467 MIT 124 12 0 Updated Apr 18, 2025
pyprobml Public
Python code for "Probabilistic Machine learning" book by Kevin Murphy

probml/pyprobml’s past year of commit activity

Jupyter Notebook 6,791 MIT 1,563 35 0 Updated Nov 26, 2024
sts-jax Public
Structural Time Series in JAX

probml/sts-jax’s past year of commit activity

Jupyter Notebook 192 MIT 9 1 3 Updated May 8, 2024
rebayes Public
Recursive Bayesian Estimation (Sequential / Online Inference)

probml/rebayes’s past year of commit activity

Jupyter Notebook 58 MIT 5 21 0 Updated Apr 17, 2024
ssm-book Public
Interactive textbook on state-space models

probml/ssm-book’s past year of commit activity

Jupyter Notebook 190 MIT 15 2 1 Updated Jan 24, 2024
probml-utils Public
Utilities for probabilistic ML

probml/probml-utils’s past year of commit activity

Python 36 MIT 19 1 0 Updated Sep 11, 2023
bandits Public
Bayesian Bandits

probml/bandits’s past year of commit activity

Jupyter Notebook 68 MIT 7 4 0 Updated Sep 3, 2023
Rstuff Public
Repo for random R code

probml/Rstuff’s past year of commit activity

0 MIT 0 0 0 Updated Jul 24, 2023

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