compute_kernel_matrix.h File Reference

Definition of compute_kernel_matrix function. More...

#include <cstddef>
#include <type_traits>
#include <vector>
#include <Eigen/SparseCore>
#include "num_collect/base/concepts/dense_matrix.h"
#include "num_collect/base/concepts/sparse_matrix_of.h"
#include "num_collect/base/index_type.h"
#include "num_collect/constants/zero.h"
#include "num_collect/rbf/concepts/csrbf.h"
#include "num_collect/rbf/concepts/distance_function.h"
#include "num_collect/rbf/concepts/length_parameter_calculator.h"
#include "num_collect/rbf/concepts/rbf.h"
#include "num_collect/util/assert.h"
#include "num_collect/util/safe_cast.h"

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Namespaces
namespace	num_collect
	Namespace of num_collect source codes.
namespace	num_collect::rbf
	Namespace of RBF interpolation.

Functions
template<concepts::distance_function DistanceFunction, concepts::rbf RBF, concepts::length_parameter_calculator LengthParameterCalculator, base::concepts::dense_matrix KernelMatrix> requires LengthParameterCalculator::uses_global_length_parameter
void	num_collect::rbf::compute_kernel_matrix (const DistanceFunction &distance_function, const RBF &rbf, LengthParameterCalculator &length_parameter_calculator, const std::vector< typename DistanceFunction::variable_type > &variables, KernelMatrix &kernel_matrix)
	Compute a kernel matrix.
template<concepts::distance_function DistanceFunction, concepts::rbf RBF, concepts::length_parameter_calculator LengthParameterCalculator, base::concepts::dense_matrix KernelMatrix> requires std::is_same_v< typename LengthParameterCalculator::distance_function_type, DistanceFunction> && std::is_same_v<typename DistanceFunction::value_type, typename RBF::scalar_type> && std::is_same_v<typename DistanceFunction::value_type, typename KernelMatrix::Scalar> && (!LengthParameterCalculator::uses_global_length_parameter)
void	num_collect::rbf::compute_kernel_matrix (const DistanceFunction &distance_function, const RBF &rbf, LengthParameterCalculator &length_parameter_calculator, const std::vector< typename DistanceFunction::variable_type > &variables, KernelMatrix &kernel_matrix)
	Compute a kernel matrix.
template<concepts::distance_function DistanceFunction, concepts::csrbf RBF, concepts::length_parameter_calculator LengthParameterCalculator, base::concepts::sparse_matrix_of< typename DistanceFunction::value_type > KernelMatrix> requires std::is_same_v< typename LengthParameterCalculator::distance_function_type, DistanceFunction> && std::is_same_v<typename DistanceFunction::value_type, typename RBF::scalar_type> && std::is_same_v<typename DistanceFunction::value_type, typename KernelMatrix::Scalar>
void	num_collect::rbf::compute_kernel_matrix (const DistanceFunction &distance_function, const RBF &rbf, LengthParameterCalculator &length_parameter_calculator, const std::vector< typename DistanceFunction::variable_type > &variables, KernelMatrix &kernel_matrix)
	Compute a kernel matrix.

Detailed Description

Definition of compute_kernel_matrix function.

Definition in file compute_kernel_matrix.h.