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pyprobml pyprobml Public

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

Jupyter Notebook 7.2k 1.6k
pml-book pml-book Public

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

Jupyter Notebook 5.7k 657

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

probml/dynamax's past year of commit activity

Python 1,025 MIT 124 45 (17 issues need help) 37 Updated Nov 1, 2026
pyprobml Public
Python code for "Probabilistic Machine learning" book by Kevin Murphy

probml/pyprobml's past year of commit activity

Jupyter Notebook 7,185 MIT 1,643 39 3 Updated Oct 27, 2026
pml2-book Public
Probabilistic Machine Learning: Advanced Topics

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

1,552 MIT 140 7 0 Updated May 26, 2026
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

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

Jupyter Notebook 5,709 MIT 657 50 0 Updated Dec 10, 2025
sts-jax Public
Structural Time Series in JAX

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

Jupyter Notebook 221 MIT 9 4 3 Updated May 8, 2024
rebayes Public
Recursive Bayesian Estimation (Sequential / Online Inference)

probml/rebayes's past year of commit activity

Jupyter Notebook 65 MIT 4 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 213 MIT 16 2 0 Updated Jan 24, 2024
probml-utils Public
Utilities for probabilistic ML

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

Python 39 MIT 24 2 1 Updated Sep 11, 2023
bandits Public
Bayesian Bandits

probml/bandits's past year of commit activity

Jupyter Notebook 71 MIT 6 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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