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 645 220
Powerful add-ons for PyMC
Jupyter Notebook 143 92
Examples of PyMC models, including a library of Jupyter notebooks.
Python 400 328
PyMC educational resources
Jupyter Notebook 2.1k 762
Python wrapper for nuts-rs
PyMC project website and blog!
GPs in PyTensor
Crowd sourced timestamps for PyMC Youtube videos
Neural Network package built on Pytensor
PyTensor powered distributions