numpyro 0.10.1

Pyro PPL on NumPy

Stars: 1514, Watchers: 1514, Forks: 159, Open Issues: 63

The pyro-ppl/numpyro repo was created 3 years ago and was last updated 8 hours ago.
The project is very popular with an impressive 1514 github stars!

How to Install numpyro

You can install numpyro using pip

pip install numpyro

or add it to a project with poetry

poetry add numpyro

Package Details

Author

Uber AI Labs

License

Apache License 2.0

Homepage

https://github.com/pyro-ppl/numpyro

PyPi

https://pypi.org/project/numpyro/

GitHub Repo

https://github.com/pyro-ppl/numpyro

Classifiers

Related Packages

Errors

A list of common numpyro errors.

Code Examples

Here are some numpyro code examples and snippets.

GitHub Issues

The numpyro package has 63 open issues on GitHub

• Move contrib.render to infer.inspect
• Fix HMCECS for likelihoods with multiple plates
• Add loose strategy for missing plates in MCMC
• HMC Gibbs Hierarchical Prior Issue
• Example: Deep Markov Model with steinVI
• Example: Bayes NN with steinVI
• User contributed example from epidemiology
• Add various KL divergences for Gamma/Beta families
• Add Kumaraswamy and relaxed Bernoulli distributions
• [FR] raise missing plate warning in MCMC inference
• [Do Not Merge] Bump Funsor to latest master commit for testing
• Amortizing overhead in .run
• Request for Euler Maruyama features in numpyro
• Add more tests for collapse handler

See more issues on GitHub