R
Ralf Gommers
Researcher at University College London
Publications - 27
Citations - 38950
Ralf Gommers is an academic researcher from University College London. The author has contributed to research in topics: Python (programming language) & Ratchet. The author has an hindex of 17, co-authored 27 publications receiving 17958 citations. Previous affiliations of Ralf Gommers include Scion & Massachusetts Institute of Technology.
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Journal ArticleDOI
SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
Pauli Virtanen,Ralf Gommers,Travis E. Oliphant,Matt Haberland,Matt Haberland,Tyler Reddy,David Cournapeau,Evgeni Burovski,Pearu Peterson,Warren Weckesser,Jonathan Bright,Stefan van der Walt,Matthew Brett,Joshua Wilson,K. Jarrod Millman,Nikolay Mayorov,Andrew Nelson,Eric Jones,Robert Kern,Eric B. Larson,CJ Carey,Ilhan Polat,Yu Feng,Eric Moore,Jake Vanderplas,Denis Laxalde,Josef Perktold,Robert Cimrman,Ian Henriksen,Ian Henriksen,E. A. Quintero,Charles R. Harris,Anne M. Archibald,Antônio H. Ribeiro,Fabian Pedregosa,Paul van Mulbregt,SciPy . Contributors +36 more
TL;DR: SciPy as discussed by the authors is an open source scientific computing library for the Python programming language, which includes functionality spanning clustering, Fourier transforms, integration, interpolation, file I/O, linear algebra, image processing, orthogonal distance regression, minimization algorithms, signal processing, sparse matrix handling, computational geometry, and statistics.
Journal ArticleDOI
Array programming with NumPy
Charles R. Harris,K. Jarrod Millman,Stefan van der Walt,Stefan van der Walt,Ralf Gommers,Pauli Virtanen,David Cournapeau,Eric Wieser,Julian Taylor,Sebastian Berg,Nathaniel J. Smith,Robert Kern,Matti Picus,Stephan Hoyer,Marten H. van Kerkwijk,Matthew Brett,Matthew Brett,Allan Haldane,Jaime Fernández del Río,Mark Wiebe,Mark Wiebe,Pearu Peterson,Pierre Gérard-Marchant,Kevin Sheppard,Tyler Reddy,Warren Weckesser,Hameer Abbasi,Christoph Gohlke,Travis E. Oliphant +28 more
TL;DR: In this paper, the authors review how a few fundamental array concepts lead to a simple and powerful programming paradigm for organizing, exploring and analysing scientific data, and their evolution into a flexible interoperability layer between increasingly specialized computational libraries is discussed.
Journal ArticleDOI
SciPy 1.0: fundamental algorithms for scientific computing in Python.
Pauli Virtanen,Ralf Gommers,Travis E. Oliphant,Matt Haberland,Matt Haberland,Tyler Reddy,David Cournapeau,Evgeni Burovski,Pearu Peterson,Warren Weckesser,Jonathan Bright,Stefan van der Walt,Matthew Brett,Joshua Wilson,K. Jarrod Millman,Nikolay Mayorov,Andrew Nelson,Eric Jones,Robert Kern,Eric B. Larson,CJ Carey,Ilhan Polat,Yu Feng,Eric Moore,Jake Vanderplas,Denis Laxalde,Josef Perktold,Robert Cimrman,Ian Henriksen,Ian Henriksen,E. A. Quintero,Charles R. Harris,Anne M. Archibald,Antônio H. Ribeiro,Fabian Pedregosa,Paul van Mulbregt,SciPy . Contributors +36 more
TL;DR: SciPy as discussed by the authors is an open-source scientific computing library for the Python programming language, which 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.
Journal ArticleDOI
Array Programming with NumPy
Charles R. Harris,K. Jarrod Millman,Stefan van der Walt,Stefan van der Walt,Ralf Gommers,Pauli Virtanen,David Cournapeau,Eric Wieser,Julian Taylor,Sebastian Berg,Nathaniel J. Smith,Robert Kern,Matti Picus,Stephan Hoyer,Marten H. van Kerkwijk,Matthew Brett,Matthew Brett,Allan Haldane,Jaime Fernández del Río,Mark Wiebe,Mark Wiebe,Pearu Peterson,Pierre Gérard-Marchant,Kevin Sheppard,Tyler Reddy,Warren Weckesser,Hameer Abbasi,Christoph Gohlke,Travis E. Oliphant +28 more
TL;DR: How a few fundamental array concepts lead to a simple and powerful programming paradigm for organizing, exploring and analysing scientific data is reviewed.
Journal ArticleDOI
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package
Adrian M. Price-Whelan,B. M. Sipőcz,Hans Moritz Günther,P. L. Lim,Steven M. Crawford,S. Conseil,D. L. Shupe,M. W. Craig,N. Dencheva,Adam Ginsburg,Jacob T VanderPlas,Larry Bradley,David Pérez-Suárez,M. de Val-Borro,T. L. Aldcroft,Kelle L. Cruz,Thomas P. Robitaille,E. J. Tollerud,C. Ardelean,Tomáš Babej,Y. P. Bach,Matteo Bachetti,A. V. Bakanov,Steven P. Bamford,Geert Barentsen,Pauline Barmby,Andreas Baumbach,Katherine Berry,F. Biscani,Médéric Boquien,K. A. Bostroem,L. G. Bouma,G. B. Brammer,E. M. Bray,H. Breytenbach,H. Buddelmeijer,D. J. Burke,G. Calderone,J. L. Cano Rodríguez,Mihai Cara,José Vinícius de Miranda Cardoso,S. Cheedella,Y. Copin,Lia Corrales,Devin Crichton,D. DÁvella,Christoph Deil,É. Depagne,J. P. Dietrich,Axel Donath,M. Droettboom,Nicholas Earl,T. Erben,Sebastien Fabbro,Leonardo Ferreira,T. Finethy,R. T. Fox,Lehman H. Garrison,S. L. J. Gibbons,Daniel A. Goldstein,Ralf Gommers,Johnny P. Greco,P. Greenfield,A. M. Groener,Frédéric Grollier,A. Hagen,P. Hirst,Derek Homeier,Anthony Horton,Griffin Hosseinzadeh,L. Hu,J. S. Hunkeler,Ž. Ivezić,A. Jain,T. Jenness,G. Kanarek,Sarah Kendrew,Nicholas S. Kern,Wolfgang Kerzendorf,A. Khvalko,J. King,D. Kirkby,A. M. Kulkarni,Ashok Kumar,Antony Lee,D. Lenz,S. P. Littlefair,Zhiyuan Ma,D. M. Macleod,M. Mastropietro,C. McCully,S. Montagnac,Brett M. Morris,M. Mueller,Stuart Mumford,D. Muna,Nicholas A. Murphy,Stefan Nelson,G. H. Nguyen,Joe Philip Ninan,M. Nöthe,S. Ogaz,Seog Oh,J. K. Parejko,N. R. Parley,Sergio Pascual,R. Patil,A. A. Patil,A. L. Plunkett,Jason X. Prochaska,T. Rastogi,V. Reddy Janga,J. Sabater,Parikshit Sakurikar,Michael Seifert,L. E. Sherbert,H. Sherwood-Taylor,A. Y. Shih,J. Sick,M. T. Silbiger,Sudheesh Singanamalla,Leo Singer,P. H. Sladen,K. A. Sooley,S. Sornarajah,Ole Streicher,P. Teuben,Scott Thomas,Grant R. Tremblay,J. Turner,V. Terrón,M. H. van Kerkwijk,A. de la Vega,Laura L. Watkins,B. A. Weaver,J. Whitmore,Julien Woillez,Victor Zabalza,Astropy Contributors +138 more
TL;DR: The Astropy project as discussed by the authors is a Python project supporting the development of open-source and openly developed Python packages that provide commonly needed functionality to the astronomical community, including the core package astropy.