SciPy 1.0: fundamental algorithms for scientific computing in Python']Python

被引：23395

作者：

Virtanen, Pauli ^{[1
]}

Gommers, Ralf ^{[2
]}

Oliphant, Travis E. ^{[2
,3
,4
,5
,6
]}

Haberland, Matt ^{[7
,8
]}

Reddy, Tyler ^{[9
]}

Cournapeau, David

Burovski, Evgeni ^{[10
]}

Peterson, Pearu ^{[11
]}

Weckesser, Warren ^{[12
]}

Bright, Jonathan

van der Walt, Stefan J. ^{[12
]}

Brett, Matthew ^{[13
]}

Wilson, Joshua

Millman, K. Jarrod ^{[12
,14
]}

Mayorov, Nikolay ^{[15
]}

Nelson, Andrew R. J. ^{[16
]}

Jones, Eric ^{[5
]}

Kern, Robert ^{[5
]}

Larson, Eric ^{[17
]}

Carey, C. J. ^{[18
]}

Polat, Ilhan

Feng, Yu ^{[19
]}

Moore, Eric W. ^{[20
]}

VanderPlas, Jake ^{[21
]}

Laxalde, Denis

Perktold, Josef

Cimrman, Robert ^{[22
]}

Henriksen, Ian ^{[5
,6
,23
,24
]}

Quintero, E. A.

Harris, Charles R. ^{[25
]}

Archibald, Anne M. ^{[26
]}

Ribeiro, Antonio H. ^{[27
]}

Pedregosa, Fabian ^{[28
]}

van Mulbregt, Paul ^{[29
]}

机构：

[1] Univ Jyvaskyla, Jyvaskyla, Finland

[2] Quansight LLC, Austin, TX USA

[3] Mayo Clin, Ultrasound Imaging, Rochester, MN USA

[4] Brigham Young Univ, Elect Engn, Provo, UT 84602 USA

[5] Enthought Inc, Austin, TX USA

[6] Anaconda Inc, Austin, TX USA

[7] Calif Polytech State Univ San Luis Obispo, BioResource & Agr Engn Dept, San Luis Obispo, CA 93407 USA

[8] Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90024 USA

[9] Los Alamos Natl Lab, Los Alamos, NM 87545 USA

[10] Natl Res Univ, Higher Sch Econ, Moscow, Russia

[11] Tallinn Univ Technol, Inst Cybernet, Dept Mech & Appl Math, Tallinn, Estonia

[12] Univ Calif Berkeley, Berkeley Inst Data Sci, Berkeley, CA 94720 USA

[13] Univ Birmingham, Sch Psychol, Birmingham, W Midlands, England

[14] Univ Calif Berkeley, Div Biostat, Berkeley, CA 94720 USA

[15] WayRay LLC, Skolkovo Innovat Ctr, Moscow, Russia

[16] Australian Nucl Sci & Technol Org, Lucas Heights, NSW, Australia

[17] Univ Washington, Inst Learning & Brain Sci, Seattle, WA 98195 USA

[18] Univ Massachusetts Amherst, Coll Informat & Comp Sci, Amherst, MA USA

[19] Univ Calif Berkeley, Berkeley Ctr Cosmol Phys, Berkeley, CA 94720 USA

[20] Bruker Biospin Corp, Billerica, MA USA

[21] Univ Washington, Seattle, WA 98195 USA

[22] Univ West Bohemia, New Technol Res Ctr, Plzen, Czech Republic

[23] Brigham Young Univ, Dept Math, Provo, UT 84602 USA

[24] Univ Texas Austin, Oden Inst Computat Engn & Sci, Austin, TX 78712 USA

[25] Space Dynam Lab, North Logan, UT USA

[26] Anton Pannekoek Inst, Amsterdam, Netherlands

[27] Univ Fed Minas Gerais, Grad Program Elect Engn, Belo Horizonte, MG, Brazil

[28] Google LLC, Montreal, PQ, Canada

[29] Google LLC, Cambridge, MA USA

来源：

NATURE METHODS | 2020年 / 17卷 / 03期

基金：

奥地利科学基金会;

关键词：

LINE SEARCH FUNCTION; PROGRAMMING METHOD; EFFICIENT; IMPLEMENTATION; OPTIMIZATION; FORTRAN; WILSON; POWELL; HAN;

D O I：

10.1038/s41592-019-0686-2

中图分类号：

Q5 [生物化学];

学科分类号：

071010 ; 081704 ;

摘要：

SciPy is an open-source scientific computing library for the Python programming language. Since its initial release in 2001, SciPy has become a de facto standard for leveraging scientific algorithms in Python, with over 600 unique code contributors, thousands of dependent packages, over 100,000 dependent repositories and millions of downloads per year. In this work, we provide an overview of the capabilities and development practices of SciPy 1.0 and highlight some recent technical developments. This Perspective describes the development and capabilities of SciPy 1.0, an open source scientific computing library for the Python programming language.

引用

页码：261 / 272

页数：12

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