Skylark (Sketching Library): skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType > Struct Template Reference

Skylark (Sketching Library) 0.1

#include <FRFT.hpp>

Inheritance diagram for skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >:

Inheritance graph

Collaboration diagram for skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >:

Collaboration graph

List of all members.

Public Types
typedef FastRFT_t < InputMatrixType, OutputMatrixType >	transform_t
typedef FastGaussianRFT_data_t	data_type
typedef data_type::params_t	params_t
Public Member Functions
	FastGaussianRFT_t (int N, int S, double sigma, base::context_t &context)
	FastGaussianRFT_t (int N, int S, const params_t &params, base::context_t &context)
template<typename OtherInputMatrixType , typename OtherOutputMatrixType >
	FastGaussianRFT_t (const FastGaussianRFT_t< OtherInputMatrixType, OtherOutputMatrixType > &other)
	FastGaussianRFT_t (const data_type &other)
void	apply (const typename transform_t::matrix_type &A, typename transform_t::output_matrix_type &sketch_of_A, columnwise_tag dimension) const
void	apply (const typename transform_t::matrix_type &A, typename transform_t::output_matrix_type &sketch_of_A, rowwise_tag dimension) const
int	get_N () const
int	get_S () const
const sketch_transform_data_t *	get_data () const

Detailed Description

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>
struct skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >

FastRandom Features for Gaussian Kernel

Definition at line 78 of file FRFT.hpp.

Member Typedef Documentation

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

typedef FastGaussianRFT_data_t skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::data_type

Definition at line 85 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

typedef data_type::params_t skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::params_t

Definition at line 86 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

typedef FastRFT_t<InputMatrixType, OutputMatrixType > skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::transform_t

Definition at line 83 of file FRFT.hpp.

Constructor & Destructor Documentation

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::FastGaussianRFT_t	(	int	N,
		int	S,
		double	sigma,
		base::context_t &	context
	)		`[inline]`

Definition at line 88 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::FastGaussianRFT_t	(	int	N,
		int	S,
		const params_t &	params,
		base::context_t &	context
	)		`[inline]`

Definition at line 93 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

template<typename OtherInputMatrixType , typename OtherOutputMatrixType >

skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::FastGaussianRFT_t ( const FastGaussianRFT_t< OtherInputMatrixType, OtherOutputMatrixType > & other ) [inline]

Definition at line 101 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::FastGaussianRFT_t ( const data_type & other ) [inline]

Definition at line 107 of file FRFT.hpp.

Member Function Documentation

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

void skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::apply	(	const typename transform_t::matrix_type &	A,
		typename transform_t::output_matrix_type &	sketch_of_A,
		columnwise_tag	dimension
	)		const `[inline]`

Apply columnwise the sketching transform that is described by the the transform with output sketch_of_A.

Definition at line 116 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

void skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::apply	(	const typename transform_t::matrix_type &	A,
		typename transform_t::output_matrix_type &	sketch_of_A,
		rowwise_tag	dimension
	)		const `[inline]`

Apply rowwise the sketching transform that is described by the the transform with output sketch_of_A.

Definition at line 126 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

const sketch_transform_data_t* skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::get_data ( ) const [inline, virtual]

Implements skylark::sketch::sketch_transform_t< InputMatrixType, OutputMatrixType >.

Definition at line 135 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

int skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::get_N ( ) const [inline, virtual]

Get input dimesion.

Implements skylark::sketch::sketch_transform_t< InputMatrixType, OutputMatrixType >.

Definition at line 132 of file FRFT.hpp.

template<typename InputMatrixType, typename OutputMatrixType = InputMatrixType>

int skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType >::get_S ( ) const [inline, virtual]

Get output dimesion.

Implements skylark::sketch::sketch_transform_t< InputMatrixType, OutputMatrixType >.

Definition at line 133 of file FRFT.hpp.

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

/var/lib/jenkins/jobs/Skylark/workspace/sketch/FRFT.hpp