krotos::KDTreeND Class Reference

#include <KDTreeND.h>

Public Member Functions
void	addDatasetItem (const std::vector< float > &x)
void	buildIndex ()
void	clear ()
std::vector< std::size_t >	knnQuery (const std::vector< float > &x, std::size_t k) const

Private Types
using	myVectors = std::vector<std::vector<float>>
using	myKDTree = KDTreeVectorOfVectorsAdaptor<myVectors, float, -1, metric_L2>

Private Attributes
myVectors	m_dataset
std::unique_ptr< myKDTree >	m_kdTree

Member Typedef Documentation

myKDTree

using krotos::KDTreeND::myKDTree = KDTreeVectorOfVectorsAdaptor<myVectors, float, -1, metric_L2>

private

myVectors

using krotos::KDTreeND::myVectors = std::vector<std::vector<float>>

private

Member Function Documentation

addDatasetItem()

void krotos::KDTreeND::addDatasetItem

(

const std::vector< float > &

x

)

buildIndex()

void krotos::KDTreeND::buildIndex

(

)

clear()

void krotos::KDTreeND::clear ( )

inline

knnQuery()

std::vector< std::size_t > krotos::KDTreeND::knnQuery	(	const std::vector< float > &	x,
		std::size_t	k ) const

Member Data Documentation

m_dataset

myVectors krotos::KDTreeND::m_dataset

private

m_kdTree

std::unique_ptr<myKDTree> krotos::KDTreeND::m_kdTree

private

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

• krotos_ml/kd_tree/KDTreeND.h
• krotos_ml/kd_tree/KDTreeND.cpp