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Bayesian Modeling and Probabilistic Programming in Python
Python 8.3k 1.9k
Examples of PyMC models, including a library of Jupyter notebooks.
Python 251 200
PyMC educational resources
Jupyter Notebook 1.9k 737
Website: Data Umbrella & PyMC open source sessions
Jupyter Notebook 26 38
Jupyter Notebook 71 43
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 276 83
A backend for storing MCMC draws.
Python wrapper for nuts-rs
A implementation of NUTS in rust