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Bayesian Modeling and Probabilistic Programming in Python
Python 8.8k 2k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 410 116
Powerful add-ons for PyMC
Jupyter Notebook 94 51
Examples of PyMC models, including a library of Jupyter notebooks.
Python 306 258
PyMC educational resources
Jupyter Notebook 2k 745
Workshop on PyTensor basics
Python wrapper for nuts-rs
A implementation of NUTS in rust
A backend for storing MCMC draws.
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