package vpt

  1. Overview
  2. Docs
Vantage point tree implementation in OCaml

Install

Dune Dependency

github.com Readme BSD-3-Clause License Edit opam file Versions (4)

Authors

  1. F
    Francois BERENGER

Maintainers

  1. U
    unixjunkie@sdf.org

Sources

v5.0.0.tar.gz
md5=898aec0cf703c15443f26ca42cde76d0

README.md.html

vp-tree

A vantage point tree implementation in OCaml.

Cf. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.41.4193&rep=rep1&type=pdf for details.

A vantage point tree allows to do fast but exact nearest neighbor searches in any space provided that you have a distance function to measure the distance between any two points in that space.

This implementation might need some tweaks in case it is used to index a very large number of points (especially the select_vp function in the code).