bufferkdtree: a Python library for massive nearest neighbor queries on multi-many-core devices
Publikation: Bidrag til tidsskrift › Tidsskriftartikel
The bufferkdtree package is an open-source software that provides an efficient implementation for processing huge amounts of nearest neighbor queries in Euclidean spaces of moderate dimensionality. Its underlying implementation resorts to a variant of the classical k-d tree data structure, called buffer k-d tree, which can be used to efficiently perform bulk nearest neighbor searches on modern many-core devices. The package, which is based on Python, C, and OpenCL, is made publicly available online at https://github.com/gieseke/bufferkdtree under the GPLv2 license.
Originalsprog | Engelsk |
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Tidsskrift | Knowledge-Based Systems |
Vol/bind | 120 |
Sider (fra-til) | 1-3 |
Antal sider | 3 |
ISSN | 0950-7051 |
DOI | |
Status | Udgivet - 15 mar. 2017 |
ID: 179272724