pyro-ppl

Pyro - Deep Universal Probabilistic Programming

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pyro pyro Public

Deep universal probabilistic programming with Python and PyTorch

Python 8.7k 985
numpyro numpyro Public

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

Python 2.4k 250
funsor funsor Public

Functional tensors for probabilistic programming

Python 239 21
pyroed pyroed Public

Bayesian optimization of discrete sequences

Python 20 1
Pyro-M5-Starter-Kit Pyro-M5-Starter-Kit Public

Learn Pyro through the M5 forecasting competition

Python 84 10
brmp brmp Public

Bayesian Regression Models in Pyro

Jupyter Notebook 71 8

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 2,421 Apache-2.0 250 40 (5 issues need help) 15 Updated Mar 28, 2025
datasets Public
Datasets for Pyro tutorials and tests

pyro-ppl/datasets’s past year of commit activity

0 1 0 0 Updated Mar 15, 2025
pyro Public
Deep universal probabilistic programming with Python and PyTorch

pyro-ppl/pyro’s past year of commit activity

Python 8,712 Apache-2.0 985 237 (42 issues need help) 29 Updated Mar 12, 2025
brmp Public
Bayesian Regression Models in Pyro

pyro-ppl/brmp’s past year of commit activity

Jupyter Notebook 71 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 239 Apache-2.0 21 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 20 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
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