pyro-ppl

Repositories

• pyro

  Deep universal probabilistic programming with Python and PyTorch

  python machine-learning pytorch probabilistic-programming bayesian bayesian-inference variational-inference
  Python Apache-2.0 772 6,494 108 (15 issues need help) 22 Updated Oct 1, 2020

• website

  Pyro website
  Jupyter Notebook MIT 2 0 1 0 Updated Oct 1, 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 59 726 34 (3 issues need help) 6 Updated Oct 1, 2020

• funsor

  Functional tensors for probabilistic programming

  machine-learning numpy pytorch symbolic probabilistic-programming
  Python Apache-2.0 13 139 48 (4 issues need help) 5 Updated Sep 28, 2020

• pyro-models

  Repository of models in Pyro
  Python Apache-2.0 5 18 0 0 Updated Sep 23, 2020

• sandbox

  Pyro models and misc examples.
  Jupyter Notebook Apache-2.0 5 16 0 1 Updated Sep 18, 2020

• pyro-api

  Generic API for dispatch to Pyro backends.
  Python Apache-2.0 2 11 1 0 Updated May 21, 2020

• Pyro-M5-Starter-Kit

  Learn Pyro through the M5 forecasting competition
  Python Apache-2.0 6 55 0 0 Updated Apr 7, 2020

• brmp

  Bayesian Regression Models in Pyro
  Jupyter Notebook Apache-2.0 2 37 30 0 Updated Jan 11, 2020

• artwork

  Pyro logos in standard formats and various colors.
  0 0 0 0 Updated Feb 8, 2019