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Bayesian Modeling and Probabilistic Programming in Python
Python 9.4k 2.2k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 565 149
Powerful add-ons for PyMC
Jupyter Notebook 127 73
Examples of PyMC models, including a library of Jupyter notebooks.
Python 357 299
PyMC educational resources
Jupyter Notebook 2.1k 760
Expert prior elicitation with PyMC
A backend for storing MCMC draws.
Python wrapper for nuts-rs
Crowd sourced timestamps for PyMC Youtube videos
A implementation of NUTS in rust