SciPy 1.0: fundamental algorithms for scientific computing in Python.

Autor: Virtanen P; University of Jyväskylä, Jyväskylä, Finland., Gommers R; Quansight LLC, Austin, TX, USA. scipy.articles@gmail.com., Oliphant TE; Quansight LLC, Austin, TX, USA.; Ultrasound Imaging, Mayo Clinic, Rochester, MN, USA.; Electrical Engineering, Brigham Young University, Provo, UT, USA.; Enthought, Inc., Austin, TX, USA.; Anaconda Inc., Austin, TX, USA., Haberland M; BioResource and Agricultural Engineering Department, California Polytechnic State University, San Luis Obispo, CA, USA. scipy.articles@gmail.com.; Department of Mathematics, University of California Los Angeles, Los Angeles, CA, USA. scipy.articles@gmail.com., Reddy T; Los Alamos National Laboratory, Los Alamos, NM, USA. scipy.articles@gmail.com., Cournapeau D; Independent researcher, Tokyo, Japan., Burovski E; National Research University Higher School of Economics, Moscow, Russia., Peterson P; Independent researcher, Saue, Estonia.; Department of Mechanics and Applied Mathematics, Institute of Cybernetics at Tallinn Technical University, Tallinn, Estonia., Weckesser W; Berkeley Institute for Data Science, University of California Berkeley, Berkeley, CA, USA., Bright J; Independent researcher, New York, NY, USA., van der Walt SJ; Berkeley Institute for Data Science, University of California Berkeley, Berkeley, CA, USA., Brett M; School of Psychology, University of Birmingham, Edgbaston, Birmingham, UK., Wilson J; Independent researcher, San Francisco, CA, USA., Millman KJ; Berkeley Institute for Data Science, University of California Berkeley, Berkeley, CA, USA.; Division of Biostatistics, University of California Berkeley, Berkeley, CA, USA., Mayorov N; WayRay LLC, Skolkovo Innovation Center, Moscow, Russia., Nelson ARJ; Australian Nuclear Science and Technology Organisation, Lucas Heights, NSW, Australia., Jones E; Enthought, Inc., Austin, TX, USA., Kern R; Enthought, Inc., Austin, TX, USA., Larson E; Institute for Learning and Brain Sciences, University of Washington, Seattle, WA, USA., Carey CJ; College of Information and Computing Sciences, University of Massachusetts Amherst, Amherst, MA, USA., Polat İ; Independent researcher, Amsterdam, the Netherlands., Feng Y; Berkeley Center for Cosmological Physics, University of California Berkeley, Berkeley, CA, USA., Moore EW; Bruker Biospin Corp., Billerica, MA, USA., VanderPlas J; University of Washington, Seattle, WA, USA., Laxalde D; Independent researcher, Toulouse, France., Perktold J; Independent researcher, Montreal, Quebec, Canada., Cimrman R; New Technologies Research Centre, University of West Bohemia, Plzeň, Czech Republic., Henriksen I; Anaconda Inc., Austin, TX, USA.; Department of Mathematics, Brigham Young University, Provo, UT, USA.; Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, TX, USA., Quintero EA; Independent researcher, Belmont, Massachusetts, USA., Harris CR; Space Dynamics Laboratory, North Logan, UT, USA.; Independent researcher, Logan, Utah, USA., Archibald AM; Anton Pannekoek Institute, Amsterdam, The Netherlands., Ribeiro AH; Graduate Program in Electrical Engineering, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil., Pedregosa F; Google LLC, Montreal, Quebec, Canada., van Mulbregt P; Google LLC, Cambridge, MA, USA.
Jazyk: angličtina
Zdroj: Nature methods [Nat Methods] 2020 Mar; Vol. 17 (3), pp. 261-272. Date of Electronic Publication: 2020 Feb 03.
DOI: 10.1038/s41592-019-0686-2
Abstrakt: 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.
Databáze: MEDLINE