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C++ implementation of a dynamic, self-balancing k-d tree, and of two multi-threaded, static k-d tree-building algorithms that build either a k-d tree, which implements a set, or a k-d tree-based key-to-multiple-value map. Multi-threaded algorithms are included for region search, nearest-neighbor search, and reverse-nearest-neighbor search.