Projects that are tagged with belief propagation.

Logo OpenGM 1.0 -- Optimization Library for Higher Order Graphical Models

by andres - November 12, 2010, 17:00:50 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 16242 views, 2707 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.


Initial Announcement on