کد مقاله کد نشریه سال انتشار مقاله انگلیسی ترجمه فارسی نسخه تمام متن
4946159 1439281 2017 3 صفحه PDF سفارش دهید دانلود کنید
عنوان انگلیسی مقاله
bufferkdtree: A Python library for massive nearest neighbor queries on multi-many-core devices
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
bufferkdtree: A Python library for massive nearest neighbor queries on multi-many-core devices
چکیده انگلیسی
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.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Knowledge-Based Systems - Volume 120, 15 March 2017, Pages 1-3
نویسندگان
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