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Bayesian Modeling and Probabilistic Programming in Python
Python 8.2k 1.9k
Examples of PyMC models, including a library of Jupyter notebooks.
Python 247 190
PyMC educational resources
Jupyter Notebook 1.9k 734
Website: Data Umbrella & PyMC open source sessions
Jupyter Notebook 25 37
Jupyter Notebook 69 42
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 251 78
Python wrapper for nuts-rs
Solve ODEs fast, with support for PyMC
A backend for storing MCMC draws.
A implementation of NUTS in rust
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