mloss | Projects submitted by jorism.

libDAI 0.3.2

by jorism - July 17, 2015, 15:59:55 CET [ ] 94072 views, 18373 downloads, 0 subscriptions

Rating

(based on 1 vote)

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

Changes:

Release 0.3.2 fixes various bugs and adds GLC (Generalized Loop Corrections) written by Siamak Ravanbakhsh.

Authors: Joris Mooij, Martijn Leisink, Frederik Eaton, Charles Vaske, Siamak Ravanbakhsh, Giuseppe Passino, Bastian Wemmenhove, Patrick Pletscher
License: Free Bsd
Programming Language: C++, Python, Matlab, Octave

Operating System: Cygwin, Linux, Macosx, Windows
Data Formats: Ascii
JMLR-MLOSS Publication: JMLR Page
Tags: Approximate Inference, Bayesian Networks, Factor Graphs, Generalized Belief Propagation, Graphical Models, Junction Tree, Loop Corrections, Loopy Belief Propagation, Markov Random Fields, Mean Field

Search

Manage

Sort by

Filter by

Latest Thoughts

RSS Feed - Blog

RSS Feed - New Software

libDAI 0.3.2