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OpenGM 1.0 -- Optimization Library for Higher Order Graphical Models

by andres - November 12, 2010, 17:00:50 CET [ ] 26146 views, 4573 downloads, 0 subscriptions

About: OpenGM is a free C++ template library, a command line tool and a set of MATLAB functions for optimization in higher order graphical models. Graphical models of any order and structure can be built either in C++ or in MATLAB, using simple and intuitive commands. These models can be stored in HDF5 files and subjected to state-of-the-art optimization algorithms via the OpenGM command line optimizer. All library functions can also be called directly from C++ code. OpenGM realizes the Inference Algorithm Interface (IAI), a concept that makes it easy for programmers to use their own algorithms and factor classes with OpenGM.

Changes:

Initial Announcement on mloss.org.

Authors: Bjoern Andres, Joerg H. Kappes
License: Mit
Programming Language: C++, Matlab

Operating System: Platform Independent
Data Formats: Hdf
Tags: Bayesian Networks, Factor Graphs, Graphical Models, Markov Random Fields, Belief Propagation, Discrete Optimization, Higher Order Cliques, Higher Order Factors, Inference

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OpenGM 1.0 -- Optimization Library for Higher Order Graphical Models