Array programming with NumPy

Harris, Charles R.; Millman, K. Jarrod; Walt, Stéfan J. van der; Gommers, Ralf; Virtanen, Pauli; Cournapeau, David; Wieser, Eric; Taylor, Julian; Berg, Sebastian; Smith, Nathaniel J.; Kern, Robert; Picus, Matti; Hoyer, Stephan; Kerkwijk, Marten H. van; Brett, Matthew; Haldane, Allan; Río, Jaime Fernández del; Wiebe, Mark; Peterson, Pearu; Gérard-Marchant, Pierre; Sheppard, Kevin; Reddy, Tyler; Weckesser, Warren; Abbasi, Hameer; Gohlke, Christoph; Oliphant, Travis E.

doi:10.1038/s41586-020-2649-2

Public

Array programming with NumPy

Published in Nature • Sep 16, 2020

NobleIDNI7P27W98R66S37

Authors:

Charles R. Harris

,

K. Jarrod Millman

,

Stéfan J. van der Walt

Abstract

Abstract Array programming provides a powerful, compact and expressive syntax for accessing, manipulating and operating on data in vectors, matrices and higher-dimensional arrays. NumPy is the primary array programming library for the Python language. It has an essential role in research analysis pi...

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