gensvm - GenSVM: Generalized Multiclass Support Vector Machines

Age	Commit message (Collapse)	Author	Files	Lines
2016-10-06	Coding style - set all pointers to NULL initially and after free	Gertjan van den Burg	1	-2/+4

2016-10-06	Switch to using dsyrk instead of dsyr for speed.	Gertjan van den Burg	1	-40/+50
	Also added a workspace (GenWork) structure for to hold working matrices for the gensvm_get_update() and gensvm_get_loss() functions
2016-10-05	documentation fixes	Gertjan van den Burg	1	-7/+2

2016-09-30	rewrite of the update function to use only rank 1 operations where possible	Gertjan van den Burg	1	-130/+94

2016-09-30	Rewrite UU matrix to be KK(K-1) instead of nK(K-1)	Gertjan van den Burg	1	-49/+9
	significant memory reduction by turning the 3D UU matrix into a 2D block matrix, with significantly less dimensions
2016-09-30	Remove category matrix from implementation	Gertjan van den Burg	1	-38/+15
	It's a remnant from the Matlab implementation, where it actually makes sense to use. Here it becomes a significant memory burden for large datasets, and doesn't provide any speedup
2016-09-30	remove unnecessary W and t matrices	Gertjan van den Burg	1	-11/+2

2016-09-30	minor changes and start on test of gensvm_optimize	Gertjan van den Burg	1	-0/+3

2016-09-30	Add define for print_iter	Gertjan van den Burg	1	-1/+6

2016-09-30	Break up update function and add unit tests for parts	Gertjan van den Burg	1	-223/+278

2016-09-22	Remove commented out code	Gertjan van den Burg	1	-7/+0

2016-09-20	Minor improvements and fixes	Gertjan van den Burg	1	-9/+16

2016-09-20	Only need model for calculating SVs	Gertjan van den Burg	1	-1/+1

2016-09-20	Switch to using exit_failure and use of err for errors	Gertjan van den Burg	1	-6/+5

2016-05-16	create a single training function for easy external access	Gertjan van den Burg	1	-1/+1

2016-05-16	major refactor of the code	Gertjan van den Burg	1	-0/+794