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Python Environment for Bayesian Learning

Project 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
  • 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
Release History

Release History

This version
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1.01

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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

Download Files

Download Files

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File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
pebl-1.01.tar.gz (2.5 MB) Copy SHA256 Checksum SHA256 Source Nov 25, 2008

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