Project details for JProGraM

Logo JProGraM 9.1

by ninofreno - January 29, 2009, 19:10:21 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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JProGraM is an open-source Java library which can be used for learning the following probabilistic models from data: Bayesian networks, Markov random fields, hybrid random fields, probabilistic decision trees, dependency networks, Gaussian mixture models, and Parzen windows. Along with learning algorithms, some simple inference methods are implemented by JProGraM. Principal components analysis and (to some extent) data clustering are also supported.

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BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
Supported Operating Systems: Agnostic
Data Formats: None
Tags: Density Estimation, Machine Learning, Decision Tree Learning, Naive Bayes, Bayesian Networks, Graphical Models, Markov Random Fields, Dependency Networks, Hybrid Random Fields
Archive: download here


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