Probabilistic machine learning

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

probml/dynamax’s past year of commit activity

Python 841 MIT 98 52 (17 issues need help) 9 Updated Jul 12, 2025
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

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

Jupyter Notebook 5,279 MIT 623 9 0 Updated Apr 18, 2025
pml2-book Public
Probabilistic Machine Learning: Advanced Topics

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

1,476 MIT 125 13 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 6,833 MIT 1,564 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 195 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 59 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 194 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 20 2 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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