vmml::t3_hopm< R, I1, I2, I3, T > Class Template Reference

Collaboration diagram for vmml::t3_hopm< R, I1, I2, I3, T >:

Classes
struct	init_dct
struct	init_hosvd
struct	init_random
struct	lambda_compare

Public Types
typedef tensor3< I1, I2, I3, T >	t3_type
typedef vector< R, T >	lambda_type
typedef matrix< I1, R, T >	u1_type
typedef matrix< I2, R, T >	u2_type
typedef matrix< I3, R, T >	u3_type
typedef matrix< R, I1, T >	u1_inv_type
typedef matrix< R, I2, T >	u2_inv_type
typedef matrix< R, I3, T >	u3_inv_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< R, R, T >	m_r2_type
typedef lambda_type::iterator	lvalue_iterator
typedef lambda_type::const_iterator	lvalue_const_iterator
typedef std::pair< T, size_t >	lambda_pair_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_, lambda_type &lambdas_, T_init init, const size_t max_iterations_=50, const float tolerance=1e-04)
static void	reconstruct (t3_type &data_, const u1_type &u1_, const u2_type &u2_, const u3_type &u3_, const lambda_type &lambdas_)
static double	norm_ktensor (const u1_type &u1_, const u2_type &u2_, const u3_type &u3_, const lambda_type &lambdas_)

Static Protected Member Functions
static void	optimize_mode1 (const t3_type &data_, u1_type &u1, const u2_type &u2_, const u3_type &u3_, lambda_type &lambdas_)
static void	optimize_mode2 (const t3_type &data_, const u1_type &u1_, u2_type &u2_, const u3_type &u3_, lambda_type &lambdas_)
static void	optimize_mode3 (const t3_type &data_, const u1_type &u1_, const u2_type &u2_, u3_type &u3_, lambda_type &lambdas_)
template<size_t J, size_t K, size_t L>
static void	optimize (const matrix< J, K *L, T > &unfolding_, matrix< J, R, T > &uj_, const matrix< K, R, T > &uk_, const matrix< L, R, T > &ul_, vector< R, T > &lambdas_)
static void	sort_dec (u1_type &u1_, u2_type &u2_, u3_type &u3_, lambda_type &lambdas_)

Detailed Description

template<size_t R, size_t I1, size_t I2, size_t I3, typename T = float>
class vmml::t3_hopm< R, I1, I2, I3, T >

Definition at line 61 of file t3_hopm.hpp.

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

• t3_hopm.hpp