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@pyro-ppl

pyro-ppl

Pyro - Deep Universal Probabilistic Programming

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  1. pyro pyro Public

    Deep universal probabilistic programming with Python and PyTorch

    Python 8.6k 984

  2. numpyro numpyro Public

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

    Python 2.3k 246

  3. funsor funsor Public

    Functional tensors for probabilistic programming

    Python 237 20

  4. pyroed pyroed Public

    Bayesian optimization of discrete sequences

    Python 19 1

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

    Learn Pyro through the M5 forecasting competition

    Python 84 10

  6. brmp brmp Public

    Bayesian Regression Models in Pyro

    Jupyter Notebook 70 8

Repositories

Showing 10 of 13 repositories
  • 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 2,346 Apache-2.0 246 38 (5 issues need help) 12 Updated Dec 23, 2024
  • pyro Public

    Deep universal probabilistic programming with Python and PyTorch

    pyro-ppl/pyro’s past year of commit activity
    Python 8,609 Apache-2.0 984 232 (41 issues need help) 29 Updated Dec 4, 2024
  • brmp Public

    Bayesian Regression Models in Pyro

    pyro-ppl/brmp’s past year of commit activity
    Jupyter Notebook 70 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 29 Apache-2.0 5 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 237 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 1 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