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