vp-tree: Vantage Point Trees

[ bsd3, data, data-mining, data-structures, library, machine-learning ] [ Propose Tags ]

Vantage Point Trees enable fast nearest-neighbor queries in metric spaces

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Dependencies base (>=4.7 && <5), boxes (>=0.1.5), containers (>=, deepseq (>=, depq (>=0.3), mtl (>=2.2.2), mwc-probability (>=2.1.0), primitive (>=, psqueues (>=, sampling (>=0.3.3), serialise (>=, transformers (>=, vector (>=, vector-algorithms (>= [details]
License BSD-3-Clause
Copyright 2020-2021 Marco Zocca
Author Marco Zocca
Maintainer ocramz
Category Data, Data Mining, Data Structures, Machine Learning
Home page https://github.com/ocramz/vp-tree
Source repo head: git clone https://github.com/ocramz/vp-tree
Uploaded by ocramz at 2021-04-30T10:30:34Z
Distributions NixOS:
Downloads 99 total (6 in the last 30 days)
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Status Hackage Matrix CI
Docs available [build log]
Last success reported on 2021-04-30 [all 1 reports]


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Readme for vp-tree-

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Vantage point trees, as described in

Data structures and algorithms for nearest neighbor search in general metric spaces - P. N. Yianilos



Import 'Data.VPTree', which also contains usage instructions and comments


Cumulative memory usage and garbage collection cycles :

$ stack bench -- vp-tree:bench-memory