Projects that are tagged with junction tree.


Logo dlib ml 17.26

by davis685 - March 7, 2010, 21:37:42 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 9313 views, 2081 downloads, 1 subscription

About: A C++ toolkit containing machine learning algorithms and tools that facilitate creating complex software in C++ to solve real world problems.

Changes:

This release adds a general purpose implementation of the OCA optimizer, OCAS SVM trainer, and support for loading and saving LIBSVM formatted data files.


Logo libDAI 0.2.4

by jorism - February 11, 2010, 13:08:01 CET [ Project Homepage BibTeX Download ] 5338 views, 855 downloads, 2 subscriptions

About: libDAI provides FOSS implementations of various (approximate) inference methods for graphical models with discrete variables, including Bayesian networks and Markov Random Fields.

Changes:

New features include:

* approximate inference method "Fractional Belief Propagation" (contributed by Frederik Eaton)
* approximate inference method "Tree-Reweighted Belief Propagation"

Apart from that, this release various code cleanups, bug fixes, added examples, and documentation improvements.