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Bayesian Modeling and Probabilistic Programming in Python
Python 9k 2.1k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 454 129
Powerful add-ons for PyMC
Jupyter Notebook 99 59
Examples of PyMC models, including a library of Jupyter notebooks.
Python 323 269
PyMC educational resources
Jupyter Notebook 2k 752
A backend for storing MCMC draws.
Python wrapper for nuts-rs
PyMC project website and blog!
Workshop on PyTensor basics
A implementation of NUTS in rust