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Old 02-10-2011, 12:18 PM
Miriam Ruiz
 
Default Bug#612761: ITP: python-pebl -- Python Environment for Bayesian Learning

Package: wnpp
Severity: wishlist
Owner: Miriam Ruiz <little_miry@yahoo.es>


* Package name : python-pebl
Version : 1.0.2
Upstream Author : Abhik Shah <abhikshah@gmail.com>
* URL : https://code.google.com/p/pebl-project/
* License : MIT
Programming Lang: C, Python
Description : Python Environment for Bayesian Learning

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
* Has facilities for transparent parallel execution using several
cluster/grid resources
* Calculates edge marginals and consensus networks
* Presents results in a variety of formas



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