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PyMC (@pymc-devs)

pymc-devs

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Jupyter Notebook
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Rust
4.2 %

pymc

Bayesian Modeling and Probabilistic Programming in Python

pymc-resources

PyMC educational resources

Jupyter Notebook

pymc2

THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:

pymc4

Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.

Jupyter Notebook

pytensor

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

pymc-examples

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

nutpie

Python wrapper for nuts-rs

Jupyter Notebook

sunode

Solve ODEs fast, with support for PyMC

Jupyter Notebook

pymc-bart

pymc-experimental

Jupyter Notebook

symbolic-pymc

Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

nuts-rs

A implementation of NUTS in rust

uq_chapter

Uncertainty quantification book chapter

pymc4_prototypes

Experimental code for porting PyMC to alternative backends

Jupyter Notebook

pymc-data-umbrella

Website: Data Umbrella & PyMC open source sessions

Jupyter Notebook

mcbackend

A backend for storing MCMC draws.

pymc.io

PyMC project website and blog!

Jupyter Notebook

video-timestamps

Crowd sourced timestamps for PyMC Youtube videos

pymcon

Website for PyMCon

pymcon_web_series_website

pymc_workflow_analyzer

pymc3-experimental

PyMC3 experimental features not ready to be included in PyMC3 (yet)

brand

Branding resources, logos

paper_v5

Jupyter Notebook

pymc-doc

PyMC.tmbundle

TextMate bundle for PyMC

communication

design-notes

pymc-sphinx-theme

A thin sphinx theme to customize pydata-sphinx-theme consistently cross PyMC websites.