Project details for pebl Python Environment for Bayesian Learning

Logo JMLR pebl Python Environment for Bayesian Learning 0.9.10

by abhik - March 3, 2009, 09:46:12 CET [ Project Homepage BibTeX Download ]

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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
  • 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
Changes to previous version:

Initial Announcement on

BibTeX Entry: Download
Supported Operating Systems: Cygwin, Linux, Macosx, Windows
Data Formats: None
Tags: Python, Distributed, Parallel, Bayesian Networks
Archive: download here


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: [](

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