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Probabilistic machine learning

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

1.1k 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 6.3k 1.5k
pml-book pml-book Public

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

Jupyter Notebook 4.7k 564

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Showing 10 of 31 repositories

sts-jax Public
Structural Time Series in JAX

Jupyter Notebook 177 MIT 7 0 3 Updated May 8, 2024
dynamax Public
State Space Models library in JAX

Jupyter Notebook 617 MIT 66 42 (17 issues need help) 11 Updated May 8, 2024
rebayes Public
Recursive Bayesian Estimation (Sequential / Online Inference)

Jupyter Notebook 54 MIT 4 20 0 Updated Apr 17, 2024
ssm-book Public
Interactive textbook on state-space models

Jupyter Notebook 161 MIT 12 2 1 Updated Jan 24, 2024
pyprobml Public
Python code for "Probabilistic Machine learning" book by Kevin Murphy

Jupyter Notebook 6,273 MIT 1,485 31 0 Updated Dec 19, 2023
probml-utils Public
Utilities for probabilistic ML

Python 29 MIT 17 0 0 Updated Sep 11, 2023
bandits Public
Bayesian Bandits

Jupyter Notebook 62 MIT 4 4 0 Updated Sep 3, 2023
pml-book Public
"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 4,719 MIT 564 34 0 Updated Aug 15, 2023
pml2-book Public
Probabilistic Machine Learning: Advanced Topics

1,355 MIT 118 38 0 Updated Aug 15, 2023
Rstuff Public
Repo for random R code

0 MIT 0 0 0 Updated Jul 24, 2023

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