GraphPPL.jl: A Probabilistic Programming Language for Graphical Models

This paper presents GraphPPL.jl, a novel probabilistic programming language designed for graphical models. GraphPPL.jl uniquely represents probabilistic models as factor graphs. A notable feature of GraphPPL.jl is its model nesting capability, which facilitates the creation of modular graphical mode...

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Bibliographic Details
Main Authors: Wouter W. L. Nuijten, Dmitry Bagaev, Bert de Vries
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/26/11/890