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PyMC

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  1. Bayesian Modeling and Probabilistic Programming in Python

    Python 9.6k 2.3k

  2. PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

    Python 622 193

  3. Powerful add-ons for PyMC

    Jupyter Notebook 141 84

  4. Examples of PyMC models, including a library of Jupyter notebooks.

    Python 388 322

  5. PyMC educational resources

    Jupyter Notebook 2.1k 763

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Showing 10 of 42 repositories

  • pytensor Public

    PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

    pymc-devs/pytensor’s past year of commit activity

  • nutpie Public

    Python wrapper for nuts-rs

    pymc-devs/nutpie’s past year of commit activity

    Python

    200

    MIT

    25 26 9

    Updated Jun 16, 2026

  • nuts-rs Public

    A implementation of NUTS in rust

    pymc-devs/nuts-rs’s past year of commit activity

    Rust

    104

    MIT

    13 5 2

    Updated Jun 15, 2026

  • mcbackend Public

    A backend for storing MCMC draws.

    pymc-devs/mcbackend’s past year of commit activity

  • pymc Public

    Bayesian Modeling and Probabilistic Programming in Python

    pymc-devs/pymc’s past year of commit activity

  • pymc-devs/pymc-bart’s past year of commit activity

  • bartrs Public

    High-performance Rust-based particle Gibbs sampler for Bayesian additive regression trees

    pymc-devs/bartrs’s past year of commit activity

  • ptgp Public

    GPs in PyTensor

    pymc-devs/ptgp’s past year of commit activity

    Jupyter Notebook

    7

    MIT

    4 14 1

    Updated Jun 14, 2026

  • pymc-devs/pymc-extras’s past year of commit activity

  • pymc-devs/pymc-prop’s past year of commit activity

    Python

    2

    Apache-2.0

    1 5 1

    Updated Jun 12, 2026