package bst

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  2. Docs
Bisector tree implementation in OCaml.

Install

Dune Dependency

Authors

Maintainers

Sources

v5.0.0.tar.gz
sha256=175215fc6641864cd4e9a14373b1af185d2b23cf774a3892550f41e7072209a1
md5=2cff1148329e7c3b10cce7ae7728c97b

Description

A bisector tree allows to do fast but exact nearest neighbor searches in any space provided that you can measure the distance between any two points in that space. A bisector tree also allows fast neighbor searches (range queries/ finding all points within a given tolerance from your query point). Cf. this article for details: "A Data Structure and an Algorithm for the Nearest Point Problem"; Iraj Kalaranti and Gerard McDonald. ieeexplore.ieee.org/iel5/32/35936/01703102.pdf

Published: 30 Jul 2018

README

bisec-tree

Bisector tree implementation in OCaml.

A bisector tree allows to do fast and exact nearest neighbor searches in any space provided that you have a metric (function) to measure the distance between any two points in that space.

Cf. this article for details: "A Data Structure and an Algorithm for the Nearest Point Problem"; Iraj Kalaranti and Gerard McDonald. ieeexplore.ieee.org/iel5/32/35936/01703102.pdf

Figure: the Stanford bunny, consisting of 35947 3D points, guillotined by the first layer of a bisector tree.

Dependencies (3)

  1. batteries
  2. jbuilder >= "1.0+beta19"
  3. ocaml

Dev Dependencies

None

Used by (5)

  1. acp4
  2. hts_shrink
  3. linwrap >= "9.0.3"
  4. molenc >= "2.0.0"
  5. rankers

Conflicts

None

OCaml

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