skylark::sketch::RLT_data_t< KernelDistribution > Struct Template Reference

#include <RLT_data.hpp>

Inheritance diagram for skylark::sketch::RLT_data_t< KernelDistribution >:

Collaboration diagram for skylark::sketch::RLT_data_t< KernelDistribution >:

List of all members.

Public Types
typedef dense_transform_data_t < KernelDistribution >	underlying_data_type
typedef sketch_transform_data_t	base_t
Public Member Functions
	RLT_data_t (int N, int S, double inscale, double outscale, skylark::base::context_t &context)
virtual boost::property_tree::ptree	to_ptree () const
Protected Member Functions
	RLT_data_t (int N, int S, double inscale, double outscale, const skylark::base::context_t &context, std::string type)
base::context_t	build ()
Protected Attributes
double	_inscale
double	_outscale
boost::shared_ptr < underlying_data_type >	_underlying_data

---

Detailed Description

template<template< typename > class KernelDistribution>
struct skylark::sketch::RLT_data_t< KernelDistribution >

Random Laplace Transform (data)

Sketch transform into Eucledian space of fuctions in an RKHS implicitly defined by a vector and a semigroup kernel.

See:

Random Laplace Feature Maps for Semigroup Kernels on Histograms

Definition at line 27 of file RLT_data.hpp.

---

Member Typedef Documentation

template<template< typename > class KernelDistribution>

typedef sketch_transform_data_t skylark::sketch::RLT_data_t< KernelDistribution >::base_t

Reimplemented in skylark::sketch::ExpSemigroupRLT_data_t.

Definition at line 30 of file RLT_data.hpp.

template<template< typename > class KernelDistribution>

typedef dense_transform_data_t<KernelDistribution> skylark::sketch::RLT_data_t< KernelDistribution >::underlying_data_type

Definition at line 29 of file RLT_data.hpp.

---

Constructor & Destructor Documentation

template<template< typename > class KernelDistribution>

skylark::sketch::RLT_data_t< KernelDistribution >::RLT_data_t	(	int	N,
		int	S,
		double	inscale,
		double	outscale,
		skylark::base::context_t &	context
	)		[inline]

Definition at line 32 of file RLT_data.hpp.

template<template< typename > class KernelDistribution>

skylark::sketch::RLT_data_t< KernelDistribution >::RLT_data_t	(	int	N,
		int	S,
		double	inscale,
		double	outscale,
		const skylark::base::context_t &	context,
		std::string	type
	)		[inline, protected]

Definition at line 56 of file RLT_data.hpp.

---

Member Function Documentation

template<template< typename > class KernelDistribution>

base::context_t skylark::sketch::RLT_data_t< KernelDistribution >::build

(

)

[inline, protected]

random samples should only be drawn here, return context after random samples have been extracted.

Reimplemented from skylark::sketch::sketch_transform_data_t.

Definition at line 64 of file RLT_data.hpp.

Referenced by skylark::sketch::RLT_data_t< utility::standard_levy_distribution_t >::RLT_data_t().

template<template< typename > class KernelDistribution>

virtual boost::property_tree::ptree skylark::sketch::RLT_data_t< KernelDistribution >::to_ptree

(

)

const [inline, virtual]

Serializes a sketch to a string.

Parameters:

[out]

property_tree

describing the sketch.

Implements skylark::sketch::sketch_transform_data_t.

Reimplemented in skylark::sketch::ExpSemigroupRLT_data_t.

Definition at line 46 of file RLT_data.hpp.

---

Member Data Documentation

template<template< typename > class KernelDistribution>

double skylark::sketch::RLT_data_t< KernelDistribution >::_inscale [protected]

Definition at line 71 of file RLT_data.hpp.

Referenced by skylark::sketch::RLT_data_t< utility::standard_levy_distribution_t >::build().

template<template< typename > class KernelDistribution>

double skylark::sketch::RLT_data_t< KernelDistribution >::_outscale [protected]

Definition at line 72 of file RLT_data.hpp.

template<template< typename > class KernelDistribution>

boost::shared_ptr<underlying_data_type> skylark::sketch::RLT_data_t< KernelDistribution >::_underlying_data [protected]

Scaling for exponential factor Data of the underlying dense transformation

Definition at line 74 of file RLT_data.hpp.

Referenced by skylark::sketch::RLT_data_t< utility::standard_levy_distribution_t >::build().

---

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

• /var/lib/jenkins/jobs/Skylark/workspace/sketch/RLT_data.hpp