Funsor
stable

Funsor Core:

  • Operations
  • Domains
  • Interpretations
  • Funsors
  • Optimizer
  • Adjoint Algorithms
  • Sum-Product Algorithms
  • Affine Pattern Matching
  • Funsor Factory
  • Testing Utiltites
  • Typing Utiltites

Interfaces:

  • Recipes using Funsor
  • forward_filter_backward_rsample()
  • forward_filter_backward_precondition()
  • Pyro-Compatible Distributions
  • Distribution Funsors
  • Mini-Pyro Interface
  • Einsum Interface
  • Compiler & Tracer

Tutorials and Examples

  • Named tensor notation with funsors (Part 1)
  • Example: Adam optimizer
  • Example: Discrete HMM
  • Example: Switching Linear Dynamical System EEG
  • Example: Forward-Backward algorithm
  • Example: Kalman Filter
  • Example: Mini Pyro
  • Example: PCFG
  • Example: Biased Kalman Filter
  • Example: Switching Linear Dynamical System
  • Example: Talbot’s method for numerical inversion of the Laplace transform
  • Example: VAE MNIST
Funsor
  • Docs »
  • Python Module Index

Python Module Index

f
 
f
- funsor
    funsor.adjoint
    funsor.affine
    funsor.approximations
    funsor.cnf
    funsor.compiler
    funsor.constant
    funsor.delta
    funsor.domains
    funsor.einsum
    funsor.elbo
    funsor.factory
    funsor.gaussian
    funsor.integrate
    funsor.interpretations
    funsor.interpreter
    funsor.joint
    funsor.minipyro
    funsor.montecarlo
    funsor.ops.array
    funsor.ops.builtin
    funsor.ops.op
    funsor.ops.program
    funsor.ops.tracer
    funsor.optimizer
    funsor.precondition
    funsor.pyro.convert
    funsor.pyro.distribution
    funsor.pyro.hmm
    funsor.recipes
    funsor.sum_product
    funsor.tensor
    funsor.terms
    funsor.testing
    funsor.torch.distributions
    funsor.typing

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