knncolle/knncolle_8hpp_source.html

#ifndef KNNCOLLE_HPP

#define KNNCOLLE_HPP


#include "Builder.hpp"

#include "Prebuilt.hpp"

#include "MockMatrix.hpp"


#include "distances.hpp"

#include "L2Normalized.hpp"


#include "Bruteforce.hpp"

#include "Vptree.hpp"

#include "Kmknn.hpp"

#include "find_nearest_neighbors.hpp"


namespace knncolle {}


#endif


Bruteforce.hpp
Implements a brute-force search for nearest neighbors.

Builder.hpp
Interface to build nearest-neighbor indices.

Kmknn.hpp
Implements the k-means with k-nearest neighbors (KMKNN) algorithm.

L2Normalized.hpp
Wrapper for L2 normalization prior to search.

MockMatrix.hpp

Prebuilt.hpp
Interface for prebuilt nearest-neighbor indices.

Vptree.hpp
Implements a vantage point (VP) tree to search for nearest neighbors.

distances.hpp
Classes for distance calculations.

find_nearest_neighbors.hpp
Find nearest neighbors from an existing index.

knncolle
Collection of KNN algorithms.
Definition Bruteforce.hpp:22