rowwise_mean< Backend, Matrix > Struct Template Reference

Detailed Description

template<enum Backend, class Matrix>
struct shogun::linalg::implementation::rowwise_mean< Backend, Matrix >

Generic class rowwise_mean which provides a static compute method.

Definition at line 117 of file MeanEigen3.h.

Public Types
typedef Matrix::Scalar	T
typedef int2float< T >::floatType	ReturnDataType

Static Public Member Functions
static SGVector< ReturnDataType >	compute (SGMatrix< T > m, bool no_diag)
static void	compute (SGMatrix< T > mat, SGVector< ReturnDataType > result, bool no_diag)

Member Typedef Documentation

typedef int2float<T>::floatType ReturnDataType

int2float type

Definition at line 123 of file MeanEigen3.h.

typedef Matrix::Scalar T

Scalar type

Definition at line 120 of file MeanEigen3.h.

Member Function Documentation

static SGVector<ReturnDataType> compute ( SGMatrix< T >  m, bool  no_diag  )

static

Method that computes the row wise sum of co-efficients of SGMatrix using Eigen3

Parameters

m	the matrix whose rowwise sum of co-efficients has to be computed
no_diag	if true, diagonal entries are excluded from the sum

Returns

the rowwise sum of co-efficients computed as \(s_i=\sum_{j}m_{i,j}\)

static void compute ( SGMatrix< T >  mat, SGVector< ReturnDataType >  result, bool  no_diag  )

static

Method that computes the row wise sum of co-efficients of SGMatrix using Eigen3

Parameters

mat	the matrix whose rowwise sum of co-efficients has to be computed
no_diag	if true, diagonal entries are excluded from the sum
result	Pre-allocated vector for the result of the computation

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

• MeanEigen3.h