Pebl Open source Python environment for Bayesian learning
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network learn bayesian bayesian learning learn network network learning

Pebl Description

Open source Python environment for Bayesian learning Pebl is a free Python library and command line application for learning the structure of a Bayesian network given observations and prior knowledge.NOTE: Pebl is developed, provided and licensed under the terms of the MIT License. Here are some key features of "Pebl": · 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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