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    • dynamax

      Public
      State Space Models library in JAX
      Python
      MIT License
      806844714Updated Oct 25, 2024Oct 25, 2024
    • pyprobml

      Public
      Python code for "Probabilistic Machine learning" book by Kevin Murphy
      Jupyter Notebook
      MIT License
      1.5k6.5k330Updated Aug 5, 2024Aug 5, 2024
    • pml-book

      Public
      "Probabilistic Machine Learning" - a book series by Kevin Murphy
      Jupyter Notebook
      MIT License
      5915k130Updated Jun 27, 2024Jun 27, 2024
    • pml2-book

      Public
      Probabilistic Machine Learning: Advanced Topics
      MIT License
      1201.4k210Updated Jun 27, 2024Jun 27, 2024
    • sts-jax

      Public
      Structural Time Series in JAX
      Jupyter Notebook
      MIT License
      1018403Updated May 8, 2024May 8, 2024
    • rebayes

      Public
      Recursive Bayesian Estimation (Sequential / Online Inference)
      Jupyter Notebook
      MIT License
      557210Updated Apr 17, 2024Apr 17, 2024
    • ssm-book

      Public
      Interactive textbook on state-space models
      Jupyter Notebook
      MIT License
      1317421Updated Jan 24, 2024Jan 24, 2024
    • Utilities for probabilistic ML
      Python
      MIT License
      183210Updated Sep 11, 2023Sep 11, 2023
    • bandits

      Public
      Bayesian Bandits
      Jupyter Notebook
      MIT License
      46540Updated Sep 3, 2023Sep 3, 2023
    • Rstuff

      Public
      Repo for random R code
      MIT License
      0000Updated Jul 24, 2023Jul 24, 2023
    • Datasets associated with pyprobml
      Jupyter Notebook
      MIT License
      151900Updated Jun 6, 2023Jun 6, 2023
    • HTML
      MIT License
      3400Updated Mar 7, 2023Mar 7, 2023
    • shifty

      Public
      Distribution Shift
      Jupyter Notebook
      1600Updated Jan 7, 2023Jan 7, 2023
    • JSL

      Public archive
      Jax SSM Library
      Python
      MIT License
      1350100Updated Nov 24, 2022Nov 24, 2022
    • Sequential neural testbed
      Jupyter Notebook
      MIT License
      0710Updated Oct 27, 2022Oct 27, 2022
    • pgm-jax

      Public
      Probabilistic Graphical Models in JAX
      Jupyter Notebook
      MIT License
      21400Updated Oct 11, 2022Oct 11, 2022
    • Creative Commons Zero v1.0 Universal
      0300Updated Sep 30, 2022Sep 30, 2022
    • Research code for ML with distribution shift
      Jupyter Notebook
      MIT License
      4800Updated Sep 26, 2022Sep 26, 2022
    • probml-notebooks

      Public archive
      Notebooks for "Probabilistic Machine Learning" book
      Jupyter Notebook
      MIT License
      5920200Updated May 4, 2022May 4, 2022
    • bic

      Public
      Python
      MIT License
      1100Updated Apr 8, 2022Apr 8, 2022
    • SGMCMCJax

      Public
      Lightweight library of stochastic gradient MCMC algorithms written in JAX.
      Python
      Apache License 2.0
      8300Updated Oct 5, 2021Oct 5, 2021
    • Simple package to lookup missing packages and autoinstall them.
      Python
      MIT License
      4720Updated Sep 12, 2021Sep 12, 2021
    • deimport

      Public
      Python
      MIT License
      1400Updated Aug 26, 2021Aug 26, 2021
    • pmtk3

      Public
      Probabilistic Modeling Toolkit for Matlab/Octave.
      HTML
      MIT License
      7961.5k871Updated Jun 23, 2021Jun 23, 2021
    • A set of python functions that enhances your experience with Google's Colab (Not a Google Project)
      Python
      MIT License
      3400Updated Mar 25, 2021Mar 25, 2021
    • covid19

      Public
      Covid19 modeling experiments
      Jupyter Notebook
      MIT License
      1500Updated Nov 13, 2020Nov 13, 2020
    • jprobml

      Public
      Julia code for Probabilistic Machine Learning
      Julia
      53700Updated Apr 16, 2020Apr 16, 2020
    • Various packages used by PMTK.
      MATLAB
      585410Updated Aug 24, 2019Aug 24, 2019
    • pmtkdata

      Public
      A collection of MATLAB data sets used by PMTK.
      MATLAB
      655700Updated Jan 7, 2014Jan 7, 2014
    • pmtk2

      Public
      A probabilistic modeling toolkit for Matlab/Octave. (Deprecated/old version.)
      MATLAB
      7400Updated Jan 3, 2014Jan 3, 2014