vmml::t3_hosvd< R1, R2, R3, I1, I2, I3, T > Class Template Reference

Collaboration diagram for vmml::t3_hosvd< R1, R2, R3, I1, I2, I3, T >:

Public Types
typedef double	T_svd
typedef tensor3< I1, I2, I3, T >	t3_type
typedef matrix< I1, R1, T >	u1_type
typedef matrix< I2, R2, T >	u2_type
typedef matrix< I3, R3, T >	u3_type
typedef matrix< I1, I2 *I3, T >	u1_unfolded_type
typedef matrix< I2, I1 *I3, T >	u2_unfolded_type
typedef matrix< I3, I1 *I2, T >	u3_unfolded_type
typedef matrix< I1, I1, T >	u1_cov_type
typedef matrix< I2, I2, T >	u2_cov_type
typedef matrix< I3, I3, T >	u3_cov_type

Static Public Member Functions
static void	apply_mode1 (const t3_type &data_, u1_type &u1_, hosvd_method method_=eigs_e)
static void	apply_mode2 (const t3_type &data_, u2_type &u2_, hosvd_method method_=eigs_e)
static void	apply_mode3 (const t3_type &data_, u3_type &u3_, hosvd_method method_=eigs_e)
static void	apply_all (const t3_type &data_, u1_type &u1_, u2_type &u2_, u3_type &u3_, hosvd_method method_=eigs_e)
static void	hosvd (const t3_type &data_, u1_type &u1_, u2_type &u2_, u3_type &u3_)
static void	hoeigs (const t3_type &data_, u1_type &u1_, u2_type &u2_, u3_type &u3_)

Static Protected Member Functions
template<size_t M, size_t N, size_t R>
static void	get_svd_u_red (const matrix< M, N, T > &data_, matrix< M, R, T > &u_)
static void	svd_mode1 (const t3_type &data_, u1_type &u1_)
static void	svd_mode2 (const t3_type &data_, u2_type &u2_)
static void	svd_mode3 (const t3_type &data_, u3_type &u3_)
template<size_t N, size_t R>
static void	get_eigs_u_red (const matrix< N, N, T > &data_, matrix< N, R, T > &u_)
static void	eigs_mode1 (const t3_type &data_, u1_type &u1_)
static void	eigs_mode2 (const t3_type &data_, u2_type &u2_)
static void	eigs_mode3 (const t3_type &data_, u3_type &u3_)

Detailed Description

template<size_t R1, size_t R2, size_t R3, size_t I1, size_t I2, size_t I3, typename T = float>
class vmml::t3_hosvd< R1, R2, R3, I1, I2, I3, T >

Definition at line 63 of file t3_hosvd.hpp.

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The documentation for this class was generated from the following file:

• t3_hosvd.hpp