package vpt

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Vantage point tree implementation in OCaml.

Install

Dune Dependency

Authors

Maintainers

Sources

v4.0.1.tar.gz
sha256=1336f372e9683f50b70f29760afa0720b36653db4a5a5e65628715337cb7bd2d
md5=d65973d0c20d32deb57bbc91f2af5a6d

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).

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