ConstInitialization Class Reference

This class is used to initialize weight matrix with constant values. More...

Public Member Functions
	ConstInitialization (const double initVal=0)
	Create the ConstantInitialization object. More...
template < typename eT >
void	Initialize (arma::Mat< eT > &W, const size_t rows, const size_t cols)
	Initialize the elements of the specified weight matrix. More...
template < typename eT >
void	Initialize (arma::Mat< eT > &W)
	Initialize the elements of the specified weight matrix. More...
template < typename eT >
void	Initialize (arma::Cube< eT > &W, const size_t rows, const size_t cols, const size_t slices)
	Initialize the elements of the specified weight (3rd order tensor). More...
template < typename eT >
void	Initialize (arma::Cube< eT > &W)
	Initialize the elements of the specified weight (3rd order tensor). More...
double const &	InitValue () const
	Get the initialization value. More...
double &	initValue ()
	Modify the initialization value. More...

Detailed Description

This class is used to initialize weight matrix with constant values.

Definition at line 25 of file const_init.hpp.

Constructor & Destructor Documentation

ConstInitialization()

ConstInitialization ( const double  initVal = 0 )

inline

Create the ConstantInitialization object.

Definition at line 31 of file const_init.hpp.

Member Function Documentation

Initialize() [1/4]

void Initialize ( arma::Mat< eT > &  W, const size_t  rows, const size_t  cols  )

inline

Initialize the elements of the specified weight matrix.

Parameters

W	Weight matrix to initialize.
rows	Number of rows.
cols	Number of columns.

Definition at line 42 of file const_init.hpp.

Initialize() [2/4]

void Initialize ( arma::Mat< eT > &  W )

inline

Initialize the elements of the specified weight matrix.

Parameters

W	Weight matrix to initialize.

Definition at line 56 of file const_init.hpp.

References Log::Fatal.

Initialize() [3/4]

void Initialize ( arma::Cube< eT > &  W, const size_t  rows, const size_t  cols, const size_t  slices  )

inline

Initialize the elements of the specified weight (3rd order tensor).

Parameters

W	Weight matrix to initialize.
rows	Number of rows.
cols	Number of columns.
slices	Number of slices.

Definition at line 73 of file const_init.hpp.

Initialize() [4/4]

void Initialize ( arma::Cube< eT > &  W )

inline

Initialize the elements of the specified weight (3rd order tensor).

Parameters

W	Weight matrix to initialize.

Definition at line 90 of file const_init.hpp.

References Log::Fatal.

InitValue()

double const& InitValue ( ) const

inline

Get the initialization value.

Definition at line 99 of file const_init.hpp.

initValue()

double& initValue ( )

inline

Modify the initialization value.

Definition at line 101 of file const_init.hpp.

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

• /home/ryan/src/mlpack.org/_src/mlpack-git/src/mlpack/methods/ann/init_rules/const_init.hpp