doi.org/10.1109/mcse.2011.37
Original paper

The NumPy Array: A Structure for Efficient Numerical Computation

Stefan van der Walt
16
,
S. Chris Colbert
2
,
Gaël Varoquaux
39
Computing in Science & Engineering1.80
Volume: 13, Issue: 2, Pages: 22 - 30
Published: Mar 1, 2011
Abstract
In the Python world, NumPy arrays are the standard representation for numerical data and enable efficient implementation of numerical computations in a high-level language. As this effort shows, NumPy performance can be improved through three techniques: vectorizing calculations, avoiding copying data in memory, and minimizing operation...
Paper Fields
Paper Details
Title
The NumPy Array: A Structure for Efficient Numerical Computation
DOI
doi.org/10.1109/mcse.2011.37
Published Date
Mar 1, 2011
Journal
Computing in Science & Engineering
Volume
13
Issue
2
Pages
22 - 30
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