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PyMC Developers
PyMC Developers

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Oct 26, 2020

The Future of PyMC3, or: Theano is Dead, Long Live Theano

© 2020, The PyMC Development Team In this post we’d like to make a major announcement about where PyMC is headed, how we got here, and what our reasons for this direction are. TL;DR: PyMC3 on Theano with the new JAX backend is the future, PyMC4 based on TensorFlow…

Pymc3

5 min read

Pymc3

5 min read


May 31, 2019

PyMC 3.7: Making Data a First-Class Citizen

Posted by Chris Fonnesbeck on behalf of the PyMC development team This week featured the release of PyMC 3.7, which includes a slew of bug fixes and enhancements to help make building and fitting Bayesian models easier and more robust than ever. …

Python

4 min read

PyMC 3.7: Making Data a First-Class Citizen
PyMC 3.7: Making Data a First-Class Citizen
Python

4 min read


Jul 21, 2018

Say Hello to PyMC 3.5

Posted by Chris Fonnesbeck on behalf of the PyMC development team The PyMC development team is proud to announce the release of version 3.5 today. This version features several usability enhancements, so we recommend this update to all users. The implementation of parallel sampling has been refactored to be more…

Python

2 min read

Say Hello to PyMC 3.5
Say Hello to PyMC 3.5
Python

2 min read


May 17, 2018

Theano, TensorFlow and the Future of PyMC

PyMC3 is an open-source library for Bayesian statistical modeling and inference in Python, implementing gradient-based Markov chain Monte Carlo, variational inference, and other approximation methods. These algorithms currently rely on Theano for computation, specifically for providing gradients. Posted by Chris Fonnesbeck on behalf of the PyMC development team Since the…

Machine Learning

4 min read

Machine Learning

4 min read

PyMC Developers

PyMC Developers

512 Followers

Probabilistic Programming in Python

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