Bayesian Modeling and Probabilistic Programming in Python
Python 9.8k 2.4k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 650 251
Powerful add-ons for PyMC
Jupyter Notebook 144 99
Examples of PyMC models, including a library of Jupyter notebooks.
Python 401 326
PyMC educational resources
Jupyter Notebook 2.1k 763
GPs in PyTensor
High-performance Rust-based particle Gibbs sampler for Bayesian additive regression trees
Python wrapper for nuts-rs
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Neural Network package built on Pytensor