Description:

Pebl is a python library and command line application for learning the structure of a Bayesian network given prior knowledge and observations.

Pebl includes the following features:

• Can learn with observational and interventional data
• Handles missing values and hidden variables using exact and heuristic methods
• Can specify structural priors and constraints
• Provides several learning algorithms; makes creating new ones simple
• Has facilities for transparent parallel execution using several cluster/grid resources
• Calculates edge marginals and consensus networks
• Presents results in an interactive HTML format

BibTeX Entry:

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URL:

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Supported Operating Systems:

Cygwin, Linux, Macosx, Windows

Tags:

Python, Distributed, Parallel, Bayesian Networks

Archive:

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Comments

Abhik Shah (on June 26, 2008, 22:18:49)

If you have problems installing or using Pebl or have any questions or comments, please do not hesitate to contact me at: abhikshah@gmail.com

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