vmml::t3_ihopm< R, NBLOCKS, I1, I2, I3, T_val, T_coeff > Class Template Reference

Collaboration diagram for vmml::t3_ihopm< R, NBLOCKS, I1, I2, I3, T_val, T_coeff >:

Public Types
typedef tensor3< I1, I2, I3, T_val >	t3_type
typedef tensor3< I1, I2, I3, T_coeff >	t3_coeff_type
typedef vector< R, T_val >	lambda_type
typedef vector< R, T_coeff >	lambda_incr_type
typedef vector< R/NBLOCKS, T_coeff >	lambda_tmp_type
typedef matrix< I1, R, T_val >	u1_type
typedef matrix< I2, R, T_val >	u2_type
typedef matrix< I3, R, T_val >	u3_type
typedef matrix< R, I1, T_val >	u1_inv_type
typedef matrix< R, I2, T_val >	u2_inv_type
typedef matrix< R, I3, T_val >	u3_inv_type
typedef matrix< I1, R, T_coeff >	u1_incr_type
typedef matrix< I2, R, T_coeff >	u2_incr_type
typedef matrix< I3, R, T_coeff >	u3_incr_type
typedef matrix< I1, R/NBLOCKS, T_coeff >	u1_tmp_type
typedef matrix< I2, R/NBLOCKS, T_coeff >	u2_tmp_type
typedef matrix< I3, R/NBLOCKS, T_coeff >	u3_tmp_type
typedef matrix< I1, 1, T_coeff >	u1_1col_type
typedef matrix< I2, 1, T_coeff >	u2_1col_type
typedef matrix< I3, 1, T_coeff >	u3_1col_type

Static Public Member Functions
static tensor_stats	incremental_als (const t3_type &data_, u1_type &u1_, u2_type &u2_, u3_type &u3_, lambda_type &lambdas_, 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_)

Detailed Description

template<size_t R, size_t NBLOCKS, size_t I1, size_t I2, size_t I3, typename T_val = float, typename T_coeff = double>
class vmml::t3_ihopm< R, NBLOCKS, I1, I2, I3, T_val, T_coeff >

Definition at line 60 of file t3_ihopm.hpp.

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

• t3_ihopm.hpp