pyro.rst

Pyro-Compatible Distributions

This interface provides a number of PyTorch-style distributions that use funsors internally to perform inference. These high-level objects are based on a wrapping class: ~funsor.pyro.distributions.FunsorDistribution which wraps a funsor in a PyTorch-distributions-compatible interface. ~funsor.pyro.distribution.FunsorDistribution objects can be used directly in Pyro models (using the standard Pyro backend).

FunsorDistribution Base Class

funsor.pyro.distribution

Hidden Markov Models

funsor.pyro.hmm

Conversion Utilities

funsor.pyro.convert