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
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