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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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Release files for pebl 1.01

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Source distribution for pebl 1.01
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pebl-1.01.tar.gz 2.5 MB Details

Release files / pebl-1.01.tar.gz

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1.01 This release

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1.0.2

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1.0

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0.9.10

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0.9.9

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0.9.8

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