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...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
MDPI AG
2024-10-01
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Series: | Entropy |
Subjects: | |
Online Access: | https://www.mdpi.com/1099-4300/26/11/890 |