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Theano-PyMC is a Python library that allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays. It can use GPUs and perform efficient symbolic differentiation.

This is a fork of the original Theano library that is being maintained by the PyMC team.

Warning

The name of this repository/project may change in the near future.

Features

Getting started

The documentation is located here.

Warning

As development progresses, the legacy documentation may become less applicable.

Installation

The latest release of Theano-PyMC can be installed from PyPI using pip:

pip install Theano-PyMC

Or via conda-forge:

conda install -c conda-forge theano-pymc

The current development branch of Theano-PyMC can be installed from GitHub, also using pip:

pip install git+https://github.com/pymc-devs/Theano-PyMC

For platform-specific installation information see the legacy documentation here.

Support

The PyMC group operates under the NumFOCUS umbrella. If you want to support us financially, you can donate here.