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GitHub / pyro-ppl / numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyro-ppl%2Fnumpyro

Stars: 2,057
Forks: 220
Open Issues: 73

License: apache-2.0
Language: Python
Repo Size: 57.7 MB
Dependencies: 30

Created: over 5 years ago
Updated: 5 days ago
Last pushed: 5 days ago
Last synced: 4 days ago

Commit Stats

Commits: 1058
Authors: 96
Mean commits per author: 11.02
Development Distribution Score: 0.473
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/pyro-ppl/numpyro

Topics: bayesian-inference, hmc, inference-algorithms, jax, mcmc, numpy, probabilistic-programming, pyro

Files
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    Readme
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    Dependencies
    .github/workflows/ci.yml actions
    docker/dev/Dockerfile docker
    docker/release/Dockerfile docker
    docs/requirements.txt pypi
    setup.py pypi