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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 Public

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

    Jupyter Notebook 6.8k 1.6k

  2. pml-book Public

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

    Jupyter Notebook 5.2k 620

Repositories

Showing 10 of 30 repositories
  • dynamax Public

    A Python package for probabilistic state space modeling with JAX

    Python 821 MIT 95 47 (17 issues need help) 9 Updated May 10, 2025
  • pml-book Public

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

    Jupyter Notebook 5,227 MIT 620 3 0 Updated Apr 18, 2025
  • pml2-book Public

    Probabilistic Machine Learning: Advanced Topics

    1,465 MIT 124 8 0 Updated Apr 18, 2025
  • pyprobml Public

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

    Jupyter Notebook 6,767 MIT 1,561 35 0 Updated Nov 26, 2024
  • sts-jax Public

    Structural Time Series in JAX

    Jupyter Notebook 191 MIT 9 0 3 Updated May 8, 2024
  • rebayes Public

    Recursive Bayesian Estimation (Sequential / Online Inference)

    Jupyter Notebook 58 MIT 5 21 0 Updated Apr 17, 2024
  • ssm-book Public

    Interactive textbook on state-space models

    Jupyter Notebook 189 MIT 15 2 1 Updated Jan 24, 2024
  • probml-utils Public

    Utilities for probabilistic ML

    Python 36 MIT 19 1 0 Updated Sep 11, 2023
  • bandits Public

    Bayesian Bandits

    Jupyter Notebook 68 MIT 7 4 0 Updated Sep 3, 2023
  • Rstuff Public

    Repo for random R code

    0 MIT 0 0 0 Updated Jul 24, 2023
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