vmml::t3_hooi< R1, R2, R3, I1, I2, I3, T > Class Template Reference

Collaboration diagram for vmml::t3_hooi< R1, R2, R3, I1, I2, I3, T >:

Classes
struct	init_dct
struct	init_hosvd
struct	init_random

Public Types
typedef tensor3< I1, I2, I3, T >	t3_type
typedef tensor3< R1, R2, R3, T >	t3_core_type
typedef matrix< I1, R1, T >	u1_type
typedef matrix< I2, R2, T >	u2_type
typedef matrix< I3, R3, T >	u3_type
typedef matrix< R1, I1, T >	u1_t_type
typedef matrix< R2, I2, T >	u2_t_type
typedef matrix< R3, I3, T >	u3_t_type

Static Public Member Functions
template<typename T_init >
static tensor_stats	als (const t3_type &data_, u1_type &u1_, u2_type &u2_, u3_type &u3_, t3_core_type &core_, T_init init, const double &max_f_norm_=0.0, const size_t max_iterations=10, const float tolerance=1e-04)
template<typename T_init >
static tensor_stats	als (const t3_type &data_, u1_type &u1_, u2_type &u2_, u3_type &u3_, T_init init, const double &max_f_norm_=0.0, const size_t max_iterations=10, const float tolerance=1e-04)
static void	derive_core (const t3_type &data_, const u1_type &u1_, const u2_type &u2_, const u3_type &u3_, t3_core_type &core_)
static void	derive_core_orthogonal_bases (const t3_type &data_, const u1_type &u1_, const u2_type &u2_, const u3_type &u3_, t3_core_type &core_)

Static Protected Member Functions
static void	optimize_mode1 (const t3_type &data_, const u2_type &u2_, const u3_type &u3_, tensor3< I1, R2, R3, T > &projection_, tensor3< I1, R2, I3, T > &tmp_)
static void	optimize_mode2 (const t3_type &data_, const u1_type &u1_, const u3_type &u3_, tensor3< R1, I2, R3, T > &projection_, tensor3< R1, I2, I3, T > &tmp_)
static void	optimize_mode3 (const t3_type &data_, const u1_type &u1_, const u2_type &u2_, tensor3< R1, R2, I3, T > &projection_, tensor3< R1, I2, I3, T > &tmp_)

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_hooi< R1, R2, R3, I1, I2, I3, T >

Definition at line 59 of file t3_hooi.hpp.

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

• t3_hooi.hpp