pyro-ppl

Repositories

• pyro

  Deep universal probabilistic programming with Python and PyTorch

  python machine-learning pytorch probabilistic-programming bayesian bayesian-inference variational-inference
  Jupyter Notebook Apache-2.0 756 6,317 98 (16 issues need help) 20 Updated Jul 10, 2020

• numpyro

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

  numpy probabilistic-programming bayesian-inference hmc pyro jax inference-algorithms
  Python Apache-2.0 47 606 27 (2 issues need help) 14 Updated Jul 10, 2020

• funsor

  Functional tensors for probabilistic programming

  machine-learning numpy pytorch symbolic probabilistic-programming
  Python Apache-2.0 13 129 39 3 Updated Jul 9, 2020

• sandbox

  Pyro models and misc examples.
  Jupyter Notebook Apache-2.0 5 15 0 2 Updated Jun 24, 2020

• pyro-api

  Generic API for dispatch to Pyro backends.
  Python Apache-2.0 2 9 1 0 Updated May 21, 2020

• website

  Pyro website
  HTML MIT 2 0 1 0 Updated Apr 12, 2020

• Pyro-M5-Starter-Kit

  Learn Pyro through the M5 forecasting competition
  Python Apache-2.0 6 49 0 0 Updated Apr 7, 2020

• brmp

  Bayesian Regression Models in Pyro
  Jupyter Notebook Apache-2.0 2 34 30 0 Updated Jan 11, 2020

• pyro-models

  Repository of models in Pyro
  Python MIT 5 17 0 0 Updated Jul 9, 2019

• artwork

  Pyro logos in standard formats and various colors.
  0 0 0 0 Updated Feb 7, 2019