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Bayesian Modeling and Probabilistic Programming in Python
Python 9.5k 2.2k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 596 179
Powerful add-ons for PyMC
Jupyter Notebook 133 80
Examples of PyMC models, including a library of Jupyter notebooks.
Python 373 312
PyMC educational resources
Jupyter Notebook 2.1k 763
A implementation of NUTS in rust
Python wrapper for nuts-rs
PyTensor powered distributions
Numba support for sparse arrays
A backend for storing MCMC draws.