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Bayesian Modeling and Probabilistic Programming in Python
Python 9.3k 2.1k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 532 143
Powerful add-ons for PyMC
Jupyter Notebook 118 70
Examples of PyMC models, including a library of Jupyter notebooks.
Python 347 286
PyMC educational resources
Jupyter Notebook 2k 756
Python wrapper for nuts-rs
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A implementation of NUTS in rust
PyTensor powered distributions
PyMC project website and blog!
A backend for storing MCMC draws.