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README.md

Jaynes


Heavily inspired by Gen.jl and Poirot.jl: Jaynes is a minimal trace-based PPL but includes the usage of IR manipulations for non-standard interpretation and analysis, which may help by providing information which can be used during inference programming.

This might allow us to do cool things like:

  1. Grab the dependency graph of a probabilistic program as a static pass and analyze it!
  2. Possibly store analysis meta-data for inference programming (i.e. sub-graphs with exponential conjugacy can be identified).
  3. Belief propagation and trace-based inference in one PPL like whaaaaaaaaaa

Work in progress :)

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