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 Public

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

    Jupyter Notebook 6.7k 1.5k

  2. pml-book Public

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

    Jupyter Notebook 5.1k 606

Repositories

Showing 10 of 30 repositories
  • dynamax Public

    State Space Models library in JAX

    Python 741 MIT 90 50 (17 issues need help) 9 Updated Mar 7, 2025
  • pml2-book Public

    Probabilistic Machine Learning: Advanced Topics

    1,442 MIT 120 77 0 Updated Nov 26, 2024
  • pml-book Public

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

    Jupyter Notebook 5,126 MIT 606 8 0 Updated Nov 26, 2024
  • pyprobml Public

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

    Jupyter Notebook 6,678 MIT 1,549 35 0 Updated Nov 26, 2024
  • sts-jax Public

    Structural Time Series in JAX

    Jupyter Notebook 187 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 183 MIT 15 2 1 Updated Jan 24, 2024
  • probml-utils Public

    Utilities for probabilistic ML

    Python 33 MIT 18 1 0 Updated Sep 11, 2023
  • bandits Public

    Bayesian Bandits

    Jupyter Notebook 67 MIT 7 4 0 Updated Sep 3, 2023
  • Rstuff Public

    Repo for random R code

    0 MIT 0 0 0 Updated Jul 24, 2023
View all repositories

Top languages

Loading…

Most used topics

Loading…