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 6.3k 1.5k

  2. pml-book pml-book Public

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

    Jupyter Notebook 4.8k 574

Repositories

Showing 10 of 31 repositories
  • pml-book Public

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

    probml/pml-book’s past year of commit activity
    Jupyter Notebook 4,777 MIT 574 1 0 Updated Jun 27, 2024
  • pml2-book Public

    Probabilistic Machine Learning: Advanced Topics

    probml/pml2-book’s past year of commit activity
    1,363 MIT 118 0 0 Updated Jun 27, 2024
  • dynamax Public

    State Space Models library in JAX

    probml/dynamax’s past year of commit activity
    Jupyter Notebook 633 MIT 70 43 (17 issues need help) 10 Updated Jun 26, 2024
  • pyprobml Public

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

    probml/pyprobml’s past year of commit activity
    Jupyter Notebook 6,347 MIT 1,499 31 0 Updated Jun 13, 2024
  • sts-jax Public

    Structural Time Series in JAX

    probml/sts-jax’s past year of commit activity
    Jupyter Notebook 179 MIT 7 0 3 Updated May 8, 2024
  • rebayes Public

    Recursive Bayesian Estimation (Sequential / Online Inference)

    probml/rebayes’s past year of commit activity
    Jupyter Notebook 56 MIT 5 20 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 166 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 30 MIT 17 0 0 Updated Sep 11, 2023
  • bandits Public

    Bayesian Bandits

    probml/bandits’s past year of commit activity
    Jupyter Notebook 63 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…