Talks

Probabilistic inference using contraction of tensor networks featured image

Probabilistic inference using contraction of tensor networks

TensorInference, a package for exact probabilistic inference in discrete graphical models, capitalizes on recent tensor network advancements. Its tensor-based engine features …

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Martin Roa Villescas
JunctionTrees.jl - Efficient Bayesian Inference in Discrete Graphical Models featured image

JunctionTrees.jl - Efficient Bayesian Inference in Discrete Graphical Models

JunctionTrees.jl implements the junction tree algorithm, an efficient method to perform Bayesian inference in discrete probabilistic graphical models. It exploits Julia's …

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Martin Roa Villescas