numpyro 0.15.0


Pyro PPL on NumPy

Pyro PPL on NumPy

Stars: 2057, Watchers: 2057, Forks: 220, Open Issues: 74

The pyro-ppl/numpyro repo was created 5 years ago and the last code push was 20 hours ago.
The project is very popular with an impressive 2057 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

Uber AI Labs
Apache License 2.0
GitHub Repo:


No  numpyro  pypi packages just yet.


A list of common numpyro errors.

Code Examples

Here are some numpyro code examples and snippets.

GitHub Issues

The numpyro package has 74 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

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