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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 6.5k 1.5k

  2. pml-book pml-book Public

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

    Jupyter Notebook 4.9k 589

Repositories

Showing 10 of 31 repositories
  • dynamax Public

    State Space Models library in JAX

    probml/dynamax’s past year of commit activity
    Jupyter Notebook 666 MIT 77 45 (17 issues need help) 16 Updated Oct 4, 2024
  • pyprobml Public

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

    probml/pyprobml’s past year of commit activity
    Jupyter Notebook 6,482 MIT 1,520 32 0 Updated Aug 5, 2024
  • pml-book Public

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

    probml/pml-book’s past year of commit activity
    Jupyter Notebook 4,936 MIT 589 9 0 Updated Jun 27, 2024
  • pml2-book Public

    Probabilistic Machine Learning: Advanced Topics

    probml/pml2-book’s past year of commit activity
    1,388 MIT 120 19 0 Updated Jun 27, 2024
  • sts-jax Public

    Structural Time Series in JAX

    probml/sts-jax’s past year of commit activity
    Jupyter Notebook 181 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 57 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 173 MIT 13 2 1 Updated Jan 25, 2024
  • probml-utils Public

    Utilities for probabilistic ML

    probml/probml-utils’s past year of commit activity
    Python 32 MIT 17 1 0 Updated Sep 11, 2023
  • bandits Public

    Bayesian Bandits

    probml/bandits’s past year of commit activity
    Jupyter Notebook 65 MIT 4 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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