pythonfix
numpyro 0.15.3
Pyro PPL on NumPy
Pyro PPL on NumPy
Stars: 2156, Watchers: 2156, Forks: 236, Open Issues: 64The pyro-ppl/numpyro repo was created 5 years ago and the last code push was 9 hours ago.
The project is very popular with an impressive 2156 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 64 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
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