knncolle
Collection of KNN methods in C++
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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. | |