shogun-toolbox/shogun — pull request #1538 by hushell (2013-09-06 08:11:40+00:00)
Title: learning FactorGraphModel

I know this is a huge PR again. Sorry about this. I added 2 classes: FactorGraphModel and FactorGraphFeatures. I tested PrimalMosek solver and BMRM solver, at least the simple example works.

@ppletscher, @iglesias Please help me check the code. For the loss-augmentation, I am not sure it should be in MAPInference or in the model class, it's related to inference, but basically it modifies the energy table.

@vigsterkr I found a cmake file for finding Mosek package. Since I am not familiar with cmake language, could you check if it is good to merge to Shogun's build system? The license is here: http://www.rad.upenn.edu/sbia/software/license.html