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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 589 165
Powerful add-ons for PyMC
Jupyter Notebook 133 78
Examples of PyMC models, including a library of Jupyter notebooks.
Python 368 308
PyMC educational resources
Jupyter Notebook 2.1k 762
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PyTensor powered distributions
Python wrapper for nuts-rs
Numba support for sparse arrays
A backend for storing MCMC draws.
PyMC project website and blog!
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