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Mastering Java Machine Learning by Krishna Choppella, Dr. Uday Kamath

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Tools and usage

In this section, we will introduce two tools in Java that are very popular for probabilistic graph modeling.

OpenMarkov

OpenMarkov is a Java-based tool for PGMs and here is the description from www.openmarkov.org:

Note

OpenMarkov is a software tool for probabilistic graphical models (PGMs) developed by the Research Centre for Intelligent Decision-Support Systems of the UNED in Madrid, Spain.

It has been designed for: editing and evaluating several types of PGMs, such as Bayesian networks, influence diagrams, factored Markov models, and so on, learning Bayesian networks from data interactively, and cost-effectiveness analysis.

OpenMarkov is very good in performing interactive and automated learning from the data. It has capabilities ...

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