GaussianKernelAux Class Reference

Auxiliary class for Gaussian kernel. More...

Collaboration diagram for GaussianKernelAux:

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List of all members.

Public Types
typedef FarFieldExpansion < GaussianKernelAux >	TFarFieldExpansion
typedef GaussianKernel	TKernel
typedef LocalExpansion < GaussianKernelAux >	TLocalExpansion
typedef SeriesExpansionAux	TSeriesExpansionAux
Public Member Functions
void	AllocateDerivativeMap (int dim, int order, Matrix *derivative_map) const
double	BandwidthFactor (double bandwidth_sq) const
void	ComputeDirectionalDerivatives (const Vector &x, Matrix *derivative_map, int order) const
double	ComputePartialDerivative (const Matrix &derivative_map, const ArrayList< int > &mapping) const
void	Init (double bandwidth, int max_order, int dim)
template<typename TBound >
int	OrderForConvertingFromFarFieldToLocal (const TBound &far_field_region, const TBound &local_field_region, double min_dist_sqd_regions, double max_dist_sqd_regions, double max_error, double *actual_error) const
template<typename TBound >
int	OrderForConvolvingFarField (const TBound &far_field_region, const Vector &far_field_region_centroid, const TBound &local_field_region, const Vector &local_field_region_centroid, double min_dist_sqd_regions, double max_dist_sqd_regions, double max_error, double *actual_error) const
template<typename TBound >
int	OrderForEvaluatingFarField (const TBound &far_field_region, const TBound &local_field_region, double min_dist_sqd_regions, double max_dist_sqd_regions, double max_error, double *actual_error) const
template<typename TBound >
int	OrderForEvaluatingLocal (const TBound &far_field_region, const TBound &local_field_region, double min_dist_sqd_regions, double max_dist_sqd_regions, double max_error, double *actual_error) const
	OT_DEF_BASIC (GaussianKernelAux)
Public Attributes
TKernel	kernel_
	pointer to the Gaussian kernel
TSeriesExpansionAux	sea_
	pointer to the series expansion auxiliary object

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Detailed Description

Auxiliary class for Gaussian kernel.

Definition at line 315 of file kernel_aux.h.

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Member Data Documentation

TKernel GaussianKernelAux::kernel_

pointer to the Gaussian kernel

Definition at line 328 of file kernel_aux.h.

TSeriesExpansionAux GaussianKernelAux::sea_

pointer to the series expansion auxiliary object

Definition at line 331 of file kernel_aux.h.

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

• mlpack/series_expansion/kernel_aux.h