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pyro-ppl

Pyro - Deep Universal Probabilistic Programming

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  1. pyro pyro Public

    Deep universal probabilistic programming with Python and PyTorch

    Python 8.5k 987

  2. numpyro numpyro Public

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

    Python 2.1k 230

  3. funsor funsor Public

    Functional tensors for probabilistic programming

    Python 234 20

  4. pyroed pyroed Public

    Bayesian optimization of discrete sequences

    Python 19 2

  5. Pyro-M5-Starter-Kit Pyro-M5-Starter-Kit Public

    Learn Pyro through the M5 forecasting competition

    Python 83 10

  6. brmp brmp Public

    Bayesian Regression Models in Pyro

    Jupyter Notebook 69 8

Repositories

Showing 10 of 13 repositories
  • pyro Public

    Deep universal probabilistic programming with Python and PyTorch

    pyro-ppl/pyro’s past year of commit activity
    Python 8,457 Apache-2.0 987 229 (40 issues need help) 32 Updated Aug 2, 2024
  • numpyro Public

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

    pyro-ppl/numpyro’s past year of commit activity
    Python 2,108 Apache-2.0 230 47 (8 issues need help) 13 Updated Jul 31, 2024
  • brmp Public

    Bayesian Regression Models in Pyro

    pyro-ppl/brmp’s past year of commit activity
    Jupyter Notebook 69 Apache-2.0 8 30 1 Updated Jul 25, 2024
  • pyro-models Public

    Repository of models in Pyro

    pyro-ppl/pyro-models’s past year of commit activity
    Python 27 Apache-2.0 6 1 1 Updated Jul 25, 2024
  • website Public

    Pyro website

    pyro-ppl/website’s past year of commit activity
    HTML 0 MIT 4 1 1 Updated Jun 2, 2024
  • funsor Public

    Functional tensors for probabilistic programming

    pyro-ppl/funsor’s past year of commit activity
    Python 234 Apache-2.0 20 69 (4 issues need help) 21 Updated Aug 31, 2023
  • pyroed Public

    Bayesian optimization of discrete sequences

    pyro-ppl/pyroed’s past year of commit activity
    Python 19 Apache-2.0 2 3 0 Updated Mar 27, 2022
  • pyro-api Public

    Generic API for dispatch to Pyro backends.

    pyro-ppl/pyro-api’s past year of commit activity
    Python 16 Apache-2.0 5 2 1 Updated Feb 13, 2022
  • datasets Public

    Datasets for Pyro tutorials and tests

    pyro-ppl/datasets’s past year of commit activity
    0 0 0 0 Updated Jan 31, 2022
  • sandbox Public

    Pyro models and misc examples.

    pyro-ppl/sandbox’s past year of commit activity
    Jupyter Notebook 19 Apache-2.0 9 0 1 Updated May 10, 2021
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