Bayesian Modeling and Probabilistic Programming in Python
Python 9.8k 2.3k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 648 231
Powerful add-ons for PyMC
Jupyter Notebook 143 96
Examples of PyMC models, including a library of Jupyter notebooks.
Python 400 326
PyMC educational resources
Jupyter Notebook 2.1k 763
Neural Network package built on Pytensor
Python wrapper for nuts-rs
Expert prior elicitation with PyMC
GPs in PyTensor
A implementation of NUTS in rust