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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 6.7k 1.5k

  2. pml-book pml-book Public

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

    Jupyter Notebook 5.1k 604

Repositories

Showing 10 of 30 repositories
  • dynamax Public

    State Space Models library in JAX

    probml/dynamax’s past year of commit activity
    Python 737 MIT 87 46 (17 issues need help) 8 Updated Feb 20, 2025
  • pml2-book Public

    Probabilistic Machine Learning: Advanced Topics

    probml/pml2-book’s past year of commit activity
    1,434 MIT 120 75 0 Updated Nov 26, 2024
  • pml-book Public

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

    probml/pml-book’s past year of commit activity
    Jupyter Notebook 5,110 MIT 604 8 0 Updated Nov 26, 2024
  • pyprobml Public

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

    probml/pyprobml’s past year of commit activity
    Jupyter Notebook 6,669 MIT 1,548 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 187 MIT 9 0 3 Updated May 8, 2024
  • rebayes Public

    Recursive Bayesian Estimation (Sequential / Online Inference)

    probml/rebayes’s past year of commit activity
    Jupyter Notebook 58 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 182 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 33 MIT 18 1 0 Updated Sep 11, 2023
  • bandits Public

    Bayesian Bandits

    probml/bandits’s past year of commit activity
    Jupyter Notebook 67 MIT 6 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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