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.
 
 knncolle.hpp
 Umbrella header for all algorithms.
 
 L2Normalized.hpp
 Wrapper for L2 normalization prior to search.
 
 load_prebuilt.hpp
 Load prebuilt search indices from disk.
 
 Matrix.hpp
 Interface for the input matrix.
 
 NeighborQueue.hpp
 Helper class to track nearest neighbors.
 
 NumericType.hpp
 Preserve numeric types when saving prebuilt indices.
 
 Prebuilt.hpp
 Interface for prebuilt nearest-neighbor indices.
 
 report_all_neighbors.hpp
 Format the output for Searcher::search_all().
 
 Searcher.hpp
 Interface for searching nearest-neighbor indices.
 
 utils.hpp
 Miscellaneous utilities for knncolle
 
 Vptree.hpp
 Implements a vantage point (VP) tree to search for nearest neighbors.