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pebl 1.0.2

Python Environment for Bayesian Learning

Package Documentation

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
File Type Py Version Uploaded on Size
pebl-1.0.2.tar.gz (md5) Source 2010-05-27 2MB