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The Libra Toolkit

The Libra Toolkit

FreeCode AssistantData AnalysisResearchDeveloper Tools

A collection of algorithms for learning and inference with discrete probabilistic models, including Bayesian networks, Markov networks, and more.

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The Libra Toolkit

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Features

Structure learning for tractable models
Command-line programs for interactive use or scripting
Support for exact inference in probabilistic models
Implementation in OCaml for speed and efficiency
Various learning and inference algorithms

Use Cases

Research in probabilistic modelingDevelopment of machine learning algorithmsAcademic and industrial applications of Bayesian networks

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ResearchersDevelopersAcademics

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