knncolle
Collection of KNN methods in C++
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knncolle Directory Reference

Files

 Bruteforce.hpp
 Implements a brute-force search for nearest neighbors.
 
 Builder.hpp
 Interface to build nearest-neighbor indices.
 
 distances.hpp
 Classes for distance calculations.
 
 find_nearest_neighbors.hpp
 Find nearest neighbors from an existing index.
 
 Kmknn.hpp
 Implements the k-means with k-nearest neighbors (KMKNN) algorithm.
 
 knncolle.hpp
 Umbrella header for all algorithms.
 
 L2Normalized.hpp
 Wrapper for L2 normalization prior to search.
 
 MockMatrix.hpp
 Expectations for matrix inputs.
 
 Prebuilt.hpp
 Interface for prebuilt nearest-neighbor indices.
 
 Searcher.hpp
 Interface for searching nearest-neighbor indices.
 
 Vptree.hpp
 Implements a vantage point (VP) tree to search for nearest neighbors.