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SciPy 1.0: fundamental algorithms for scientific computing in Python
11.505
Zitationen
111
Autoren
2019
Jahr
Abstract
Abstract: 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.
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Autoren
- Pauli Virtanen
- Ralf Gommers
- Travis E. Oliphant
- Matt Haberland
- Tyler Reddy
- David Cournapeau
- Evgeni Burovski
- Pearu Peterson
- Warren Weckesser
- Jonathan Bright
- Stéfan van der Walt
- Matthew Brett
- Joshua Wilson
- K. Jarrod Millman
- Nikolay Mayorov
- Andrew Nelson
- Eric D. Jones
- Robert Kern
- Eric R. Larson
- CJ Carey
- İlhan Polat
- Yu Feng
- Eric Moore
- Jake Vanderplas
- Denis Laxalde
- Josef Perktold
- Robert Cimrman
- Ian Henriksen
- E. A. Quintero
- C. R. Harris
- Anne M. Archibald
- Antônio H. Ribeiro
- Fabian Pedregosa
- Paul van Mulbregt
- A. Vijaykumar
- Alessandro Pietro Bardelli
- Alex Rothberg
- Andreas Hilboll
- Andreas Kloeckner
- Anthony Scopatz
- Antony Lee
- Ariel Rokem
- Charles Woods
- Chad Fulton
- Charles Masson
- Christian Häggström
- C Fitzgerald
- David Nicholson
- David Hagen
- Dmitrii V. Ṗasechnik
- Emanuele Olivetti
- Éric Martin
- Eric Wieser
- Fabrice Silva
- Felix Lenders
- Florian Wilhelm
- George S. Young
- Gavin A Price
- Gert‐Ludwig Ingold
- Gregory E. Allen
- Gregory R. Lee
- Hervé Audren
- Irvin Probst
- J. P. Dietrich
- Jacob Silterra
- James T. Webber
- Janko Slavič
- Joel Nothman
- Johannes Büchner
- Johannes Kulick
- Johannes L. Schönberger
- José Vinícius de Miranda Cardoso
- Joscha Reimer
- Joseph Harrington
- Juan Luis Cano
- Juan Nunez-Iglesias
- Justin Kuczynski
- K. Tritz
- Martin Thoma
- M. Newville
- Matthias Kümmerer
- Maximilian Bolingbroke
- Michael Tartre
- M. Pak
- Nathaniel J. Smith
- Nikolai Nowaczyk
- Nikolay Shebanov
- Oleksandr Pavlyk
- Per A. Brodtkorb
- Perry Lee
- Robert T. McGibbon
- Roman Feldbauer
- Sam Lewis
- Sam Tygier
- Scott Sievert
- Sebastiano Vigna
- Stefan Peterson
- Surhud More
- Tadeusz Pudlik
- 拓也 大嶋
- Thomas J. Pingel
- Thomas Robitaille
- Thomas Spura
- Thouis R. Jones
- Tim Cera
- Tim Leslie
- Tiziano Zito
- Tom Krauss
- Utkarsh Upadhyay
- Yaroslav O. Halchenko
- Yoshiki Vázquez‐Baeza
Institutionen
- University of Jyväskylä(FI)
- Quansight (United States)(US)
- California Polytechnic State University(US)
- University of California, Los Angeles(US)
- Los Alamos National Laboratory(US)
- National Research University Higher School of Economics(RU)
- Tallinn University of Technology(EE)
- University of California, Berkeley(US)
- University of Birmingham(GB)
- Film Independent(US)
- Skolkovo Foundation(RU)
- WayRay (Russia)(RU)
- Australian Nuclear Science and Technology Organisation(AU)
- Enthought (United States)(US)
- University of Washington(US)
- Amherst College(US)
- University of Massachusetts Amherst(US)
- Bruker (United States)(US)
- University of West Bohemia in Pilsen(CZ)
- The University of Texas at Austin(US)
- Brigham Young University(US)
- Utah State University Space Dynamics Laboratory
- Universidade Federal de Minas Gerais(BR)
- Google (Canada)(CA)
- Google (United States)(US)
- Tata Institute of Fundamental Research(IN)
- Birla Institute of Technology and Science, Pilani(IN)
- International Centre for Theoretical Sciences(IN)
- University of Bremen(DE)
- University of Illinois Urbana-Champaign(US)
- Institut d’Optique Graduate School(FR)
- Université de Bordeaux(FR)
- Laboratoire Photonique, Numérique et Nanosciences(FR)
- Centre National de la Recherche Scientifique(FR)
- Federal Reserve Board of Governors(US)
- Orexplore (Sweden)(SE)
- University of California, Davis(US)
- Emory University(US)
- Applied BioMath (United States)(US)
- University of Oxford(GB)
- Fondazione Bruno Kessler(IT)
- University of Cambridge(GB)
- Centrale Marseille(FR)
- Heidelberg University(DE)
- Technische Universität Braunschweig(DE)
- ABB (Germany)(DE)
- Lawrence Berkeley National Laboratory(US)
- University of Augsburg(DE)
- Applied Research Laboratories, The University of Texas at Austin
- University of Cincinnati(US)
- Cincinnati Children's Hospital Medical Center(US)
- École nationale supérieure de techniques avancées Bretagne(FR)
- Excellence Cluster Universe(DE)
- Ludwig-Maximilians-Universität München(DE)
- Malden Public Schools(US)
- Chan Zuckerberg Initiative (United States)(US)
- University of Ljubljana(SI)
- The University of Sydney(AU)
- Max Planck Institute for Extraterrestrial Physics(DE)
- Pontificia Universidad Católica de Chile(CL)
- University of Stuttgart(DE)
- Universidade Federal de Campina Grande(BR)
- Christian-Albrechts-Universität zu Kiel(DE)
- University of Central Florida(US)
- Monash University(AU)
- University of Colorado Boulder(US)
- Johns Hopkins University(US)
- University of Chicago(US)
- University of Tübingen(DE)
- Two Sigma Investments (United States)(US)
- Technical University of Munich(DE)
- Intel (United States)(US)
- Horten Kommune(NO)
- D. E. Shaw Research(US)
- University of Vienna(AT)
- University of Manchester(GB)
- University of Wisconsin–Madison(US)
- University of Milan(IT)
- Kavli Institute for the Physics and Mathematics of the Universe(JP)
- Inter-University Centre for Astronomy and Astrophysics(IN)
- Niigata University(JP)
- Virginia Tech(US)
- Broad Institute(US)
- Humboldt-Universität zu Berlin(DE)
- IQ Solutions(US)
- Max Planck Institute for Software Systems(DE)
- Dartmouth College(US)
- Jacobs (United States)(US)
- University of California San Diego(US)