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Bayesian Modeling and Probabilistic Programming in Python
Python 9.3k 2.1k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Python 551 146
Powerful add-ons for PyMC
Jupyter Notebook 123 72
Examples of PyMC models, including a library of Jupyter notebooks.
Python 355 292
PyMC educational resources
Jupyter Notebook 2k 758
PyTensor powered distributions
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Python wrapper for nuts-rs
PyMC project website and blog!
Website: Data Umbrella & PyMC open source sessions
A implementation of NUTS in rust