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Loopy belief propagation for factor graphs on discrete variables, in JAX!

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I would like to do the following, which is one step of the EM algorithm: * set up a factor graph corresponding to a simple Bayesian network (I've got this...

documentation

You can do really cool Bayesian signal processing if you combine LBP with continuous (Gaussian or Gamma) messages! See this Julia code: https://github.com/biaslab/ForneyLab.jl. It would be great to have a...

enhancement

It would be cool to show how to fit an HMM with Gaussian local evidence potentials. The model would be ``` p(z(1:T)) = 1/Z prod_{t=1} Psi(z(t), z(t-1)) Phi(z(t)) Psi(z(t), z(t-1))...

documentation

The link https://pgmax.readthedocs.io/ provided in project's description is broken and yield to a 404 error.