python-pebl
Python Environment for Bayesian Learning
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
* Has facilities for transparent parallel execution using several
cluster/grid resources
* Calculates edge marginals and consensus networks
* Presents results in a variety of formats
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