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@probml

Probabilistic machine learning

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

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  1. pyprobml pyprobml Public

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

    Jupyter Notebook 6.9k 1.6k

  2. pml-book pml-book Public

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

    Jupyter Notebook 5.3k 626

Repositories

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 856 MIT 100 54 (17 issues need help) 13 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 5,311 MIT 626 14 0 Updated Apr 18, 2025
  • pml2-book Public

    Probabilistic Machine Learning: Advanced Topics

    probml/pml2-book’s past year of commit activity
    1,479 MIT 127 14 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 6,858 MIT 1,571 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 199 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 197 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 21 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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