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JunctionTrees.jl
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    • Package features
    • Outline
  • Background
  • Usage
  • Vizualization
    • Junction trees
    • Markov random fields
  • File formats
    • UAI
    • PACE
  • Library
    • Public
    • Internals
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JunctionTrees.jl

A metaprogramming-based implementation of the junction tree algorithm.

Junction tree example

Package features

  • Posterior marginal computation of discrete variables given evidence.
  • Metaprogramming-based design that separates the algorithm into a compilation and a runtime phase.
  • Visualization of junction trees, Bayesian networks and Markov random fields.

Outline

  • Background
  • Usage
  • Visualization of junction trees
  • Visualization of Markov random fields
  • UAI file formats
  • PACE files format
  • Public Documentation
  • Internals
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