vmml::tucker4_tensor< R1, R2, R3, R4, I1, I2, I3, I4, T > Class Template Reference

Collaboration diagram for vmml::tucker4_tensor< R1, R2, R3, R4, I1, I2, I3, I4, T >:

Public Types
typedef double	T_internal
typedef tucker4_tensor< R1, R2, R3, R4, I1, I2, I3, I4, T >	tucker4_type
typedef t4_hooi< R1, R2, R3, R4, I1, I2, I3, I4, T >	t4_hooi_type
typedef tensor4< I1, I2, I3, I4, T >	t4_type
typedef tensor4< R1, R2, R3, R4, T_internal >	t4_core_type
typedef matrix< I1, R1, T_internal >	u1_type
typedef matrix< I2, R2, T_internal >	u2_type
typedef matrix< I3, R3, T_internal >	u3_type
typedef matrix< I4, R4, T_internal >	u4_type

Public Member Functions
size_t	nnz_core () const
size_t	size_core () const
void	reconstruct (t4_type &data_)
template<typename T_init >
tensor_stats	decompose (const t4_type &data_, T_init init, const size_t max_iterations=10, const float tolerance=10)
template<typename T_init >
tensor_stats	tucker_als (const t4_type &data_, T_init init, const size_t max_iterations=10, const float tolerance=1e-04)

Detailed Description

template<size_t R1, size_t R2, size_t R3, size_t R4, size_t I1, size_t I2, size_t I3, size_t I4, typename T = float>
class vmml::tucker4_tensor< R1, R2, R3, R4, I1, I2, I3, I4, T >

Definition at line 42 of file tucker4_tensor.hpp.

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

• tucker4_tensor.hpp