KDTrees for Nearest Neighbour Search: Advantages and Disadvantages Posted on June 20, 2022June 28, 2022 by MLNerds This video explains where Kd-trees are used, how they work. It talks about where one can use Kd-trees and where they fail. Also provided are quick python snippets that help you use Kd-tree code readily in your applications.