dense_svd.h File Reference

SVD of a single dense tensor. More...

#include <complex>
#include "inc/util/types.h"
#include "inc/dense/dense.h"
#include "inc/util/toggle_enums.h"

Include dependency graph for dense_svd.h:

This graph shows which files directly or indirectly include this file:

Classes
struct	syten::SVD::DenseSVD< Scalar >
	Dense singular value decomposition, nonfunctional template base. More...
struct	syten::SVD::DenseSVD< double >
	Dense singular value decomposition, specialisation for doubles. More...
struct	syten::SVD::DenseSVD< float >
	Dense singular value decomposition, specialisation for doubles. More...
struct	syten::SVD::DenseSVD< std::complex< double > >
	Dense singular value decomposition, specialisation for complex doubles. More...
struct	syten::SVD::DenseSVD< std::complex< float > >
	Dense singular value decomposition, specialisation for doubles. More...
struct	syten::SVD::DenseSVDBase< Type >
	Dense singular value decomposition, nonfunctional templated inheritance base. More...

Namespaces
	syten
	Syten namespace.
	syten::SVD
	Singular Value Decomposition.

Detailed Description

SVD of a single dense tensor.

We have to specialise this for different scalar types, hence there is a DenseSVDBase<Scalar> which holds member objects, and a templated DenseSVD<Scalar> which inherits from the former. Specialisations of the latter then implement the correct constructor to do the SVD and populate the member objects.