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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 532 140
Powerful add-ons for PyMC
Jupyter Notebook 116 70
Examples of PyMC models, including a library of Jupyter notebooks.
Python 347 283
PyMC educational resources
Jupyter Notebook 2k 756
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PyMC project website and blog!
PyTensor powered distributions
Python wrapper for nuts-rs
A implementation of NUTS in rust
A backend for storing MCMC draws.
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