Linalg - updated doxygens; refactored unit-tests; polished codes; there are some problems with align in SGVector (#3317) so I removed the alignment for now.
Need to finish the docs/add GPUBase class/solve modshogun cannot find sg_linalg issue. Cookbook - started cookbook for multi-class lda
