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Bayesian Modeling and Probabilistic Programming in Python
Python 8.9k 2.1k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 431 123
Powerful add-ons for PyMC
Jupyter Notebook 97 53
Examples of PyMC models, including a library of Jupyter notebooks.
Python 312 264
PyMC educational resources
Jupyter Notebook 2k 748
Python wrapper for nuts-rs
Workshop on PyTensor basics
A implementation of NUTS in rust
A backend for storing MCMC draws.