SHOGUN  6.1.0
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cross_entropy< backend, Matrix > Struct Template Reference

Detailed Description

template<Backend backend, class Matrix>
struct shogun::linalg::implementation::special_purpose::cross_entropy< backend, Matrix >

Generic class which is specialized for different backends to perform the cross_entropy operation

Definition at line 414 of file implementation/SpecialPurpose.h.

Public Types

typedef Matrix::Scalar T

Static Public Member Functions

static T compute (Matrix P, Matrix Q)

Member Typedef Documentation

◆ T

typedef Matrix::Scalar T

Scalar type

Definition at line 417 of file implementation/SpecialPurpose.h.

Member Function Documentation

◆ compute()

static T compute ( Matrix  P,
Matrix  Q 

Returns the cross entropy between P and Q. The cross entropy is defined as \( H(P,Q) = - \sum_{ij} P[i,j]log(Q[i,j]) \)

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

SHOGUN Machine Learning Toolbox - Documentation