probml/pml-book

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

Jupyter Notebook

5,693

399 commits

updated Dec 10, 2025

See the code

README

"Probabilistic machine learning": a book series by Kevin Murphy

Book 0: "Machine Learning: A Probabilistic Perspective" (2012)

See this link

Book 1: "Probabilistic Machine Learning: An Introduction" (2022)

See this link

Book 2: "Probabilistic Machine Learning: Advanced Topics" (2023)

See this link

Significant stargazers

Weiyun Wang

100 followers · starred Jul 2022

Santiago Castro

764 followers · starred Mar 2021

Wang Ran (汪然)

70 followers · starred Sep 2023

Jiacheng Ye

141 followers · starred Apr 2021

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probml/pml-book

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

Jupyter Notebook

5,693

399 commits

updated Dec 10, 2025

See the code

README

"Probabilistic machine learning": a book series by Kevin Murphy

Book 0: "Machine Learning: A Probabilistic Perspective" (2012)

See this link

Book 1: "Probabilistic Machine Learning: An Introduction" (2022)

See this link

Book 2: "Probabilistic Machine Learning: Advanced Topics" (2023)

See this link

Significant stargazers

Weiyun Wang

100 followers · starred Jul 2022

Santiago Castro

764 followers · starred Mar 2021

Wang Ran (汪然)

70 followers · starred Sep 2023

Jiacheng Ye

141 followers · starred Apr 2021

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

7,165

same org

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592

aburkov/theLMbook

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CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming…

28,182

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