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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
  • Provides several learning algorithms; makes creating new ones simple
  • Supports hard and soft structural priors
  • Has facilities for transparent parallel execution
  • Calculates edge marginals and consensus networks
  • Presents results in a variety of formats


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ExpatKelly Hopkins3 March 2010

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Abhik Shah Maintainer

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Software prerequisites

This entry (in part or in whole) was last reviewed on 3 March 2010.


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