k-d tree

k-d tree (short for k-dimensional tree) is a space-partitioning data structure for organizing points in a k-dimensional space.¹

http://spatial.sourceforge.net/

http://libkdtree.alioth.debian.org/

http://nbviewer.ipython.org/url/jakevdp.github.com/downloads/notebooks/TreeBench.ipynb