shogun-toolbox/shogun — pull request #1988 by yorkerlin (2014-03-12 02:40:12+00:00)
Title: CLaplacianInferenceMethodWithLBFGS  preview

Just for previewing the code.
The original Newton method used in CLaplacianInferenceMethod class is replaced by the L-BFGS method using the provided ShoGun API in the CLaplacianInferenceMethodWithLBFGS class.
In order to do so, I change the private data members in CLaplacianInferenceMethod to be protected.
If I am not allowed to do that, please let me know.
The class correctly works on the fm dataset (fm_test_real.dat fm_train_real.dat label_train_twoclass.dat) in classifier_gaussian_process_binary_classification
I will test the code thoroughly and go for the next task (https://github.com/shogun-toolbox/shogun/issues/1971) suggested by Emt.
It is possible that my coding style is not consistent with the ShoGun coding style.
Please let me know the specific coding style so that I can set it in VIM.