Skip to content
@probml

Probabilistic machine learning

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

Pinned Loading

  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 664 MIT 75 44 (17 issues need help) 15 Updated Sep 18, 2024
  • pyprobml Public

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

    probml/pyprobml’s past year of commit activity
    Jupyter Notebook 6,470 MIT 1,519 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 4,919 MIT 589 8 0 Updated Jun 27, 2024
  • pml2-book Public

    Probabilistic Machine Learning: Advanced Topics

    probml/pml2-book’s past year of commit activity
    1,389 MIT 119 19 0 Updated Jun 26, 2024
  • sts-jax Public

    Structural Time Series in JAX

    probml/sts-jax’s past year of commit activity
    Jupyter Notebook 181 MIT 8 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 170 MIT 13 2 1 Updated Jan 24, 2024
  • probml-utils Public

    Utilities for probabilistic ML

    probml/probml-utils’s past year of commit activity
    Python 31 MIT 17 1 0 Updated Sep 11, 2023
  • bandits Public

    Bayesian Bandits

    probml/bandits’s past year of commit activity
    Jupyter Notebook 64 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
View all repositories

Most used topics

Loading…