OpenGM
OpenGM is a C++ template library for discrete factor graph models and distributive
operations on these models.
OpenGM handles large models with no restrictions on the factor graph model
and provides state-of-the-art optimization and inference algorithms.
After the release of the first vision in 2010, we focus on making OpenGM as flexible as possible
such that it can work with the large scope of different models. To be also efficient in terms of runtime
some solvers are specialized for subclasses. Furthermore within version 2 we start to provide wrappers for other
projects/code and change to the MIT-licence.
Download
| Source | Manual | Documentation | Licence | Date | |
| OpenGM 2.* (development version) |
github | - | - | MIT | - |
| OpenGM-learning 2.*-beta (experimantal version) |
github | - | - | MIT | - |
| OpenGM 2.3.5 | zip | # | - | MIT | 02.07.2015 |
| OpenGM 2.3.4 | zip | # | - | MIT | 19.11.2014 |
| OpenGM 2.3.3 | zip | # | - | MIT | 01.10.2014 |
| OpenGM 2.3.2 | zip | # | - | MIT | 05.05.2014 |
| OpenGM 2.3.1 | zip | # | - | MIT | 04.03.2014 |
| OpenGM 2.3.0 | zip | # | - | MIT | 24.02.2014 |
| OpenGM 2.2.1 | zip | # | - | MIT | 05.12.2013 |
| OpenGM 2.2.0 | zip | # | - | MIT | 10.10.2013 |
| OpenGM 2.1.2 | zip | # | - | MIT | 18.07.2013 |
| OpenGM 2.1.1 | zip | # | html | MIT | 17.06.2013 |
| OpenGM 2.1.0 | zip | # | - | MIT | 31.05.2013 |
| OpenGM 2.0.2 beta | zip | html | MIT | 01.06.2012 | |
| OpenGM 1.0 | zip | - | - | BSD | 21.09.2010 |
# The new manual is in preparation. Examples in the older one might not run with version 2.1.x. See unittest or example-code in source for examples.
For a list of all changes please look into the ChangeLog
References
"OpenGM: A C++ Library for Discrete Graphical Models",
ArXiv e-prints 2012 [pdf][bib]
Andres, B. and Kappes, J.H. and Köthe, U. and Schnörr, C. and Hamprecht, F.A. :
"An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM",
DAGM 2010 [pdf][bib]