Jacob Vanderplas
Jacob Vanderplas
Adresse e-mail validée de cs.washington.edu - Page d'accueil
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Scikit-learn: Machine learning in Python
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...
the Journal of machine Learning research 12, 2825-2830, 2011
320522011
The Astropy project: Building an open-science project and status of the v2. 0 core package
AM Price-Whelan, BM Sipőcz, HM Günther, PL Lim, SM Crawford, ...
The Astronomical Journal 156 (3), 123, 2018
15572018
SciPy 1.0: fundamental algorithms for scientific computing in Python
P Virtanen, R Gommers, TE Oliphant, M Haberland, T Reddy, ...
Nature methods 17 (3), 261-272, 2020
15472020
API design for machine learning software: experiences from the scikit-learn project
L Buitinck, G Louppe, M Blondel, F Pedregosa, A Mueller, O Grisel, ...
arXiv preprint arXiv:1309.0238, 2013
9352013
First-year Sloan Digital Sky Survey-II supernova results: Hubble diagram and cosmological parameters
R Kessler, AC Becker, D Cinabro, J Vanderplas, JA Frieman, J Marriner, ...
The Astrophysical Journal Supplement Series 185 (1), 32, 2009
7772009
Statistics, data mining, and machine learning in astronomy: a practical Python guide for the analysis of survey data
Ž Ivezić, AJ Connolly, JT VanderPlas, A Gray
Princeton University Press, 2014
2952014
Lsst science book, version 2.0
PA Abell, J Allison, SF Anderson, JR Andrew, JRP Angel, L Armus, ...
arXiv preprint arXiv:0912.0201, 2009
2562009
Python data science handbook: Essential tools for working with data
J VanderPlas
" O'Reilly Media, Inc.", 2016
2332016
Understanding the lomb–scargle periodogram
JT VanderPlas
The Astrophysical Journal Supplement Series 236 (1), 16, 2018
2292018
Snana: A public software package for supernova analysis
R Kessler, JP Bernstein, D Cinabro, B Dilday, JA Frieman, S Jha, ...
Publications of the Astronomical Society of the Pacific 121 (883), 1028, 2009
2242009
Snana: A public software package for supernova analysis
R Kessler, JP Bernstein, D Cinabro, B Dilday, JA Frieman, S Jha, ...
Publications of the Astronomical Society of the Pacific 121 (883), 1028, 2009
2242009
First-year sloan digital sky survey-II (SDSS-II) supernova results: constraints on nonstandard cosmological models
J Sollerman, E Mörtsell, TM Davis, M Blomqvist, B Bassett, AC Becker, ...
The Astrophysical Journal 703 (2), 1374, 2009
1772009
duchesnay E
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...
Scikit-learn: Machine Learning in Python. J. Mach. Learn. Res 12, 2825-2830, 2010
1752010
Scikit-learn: Machine learning without learning the machinery
G Varoquaux, L Buitinck, G Louppe, O Grisel, F Pedregosa, A Mueller
GetMobile: Mobile Computing and Communications 19 (1), 29-33, 2015
1582015
mwaskom/seaborn: v0. 8.1 (September 2017)
M Waskom, O Botvinnik, D O’Kane, P Hobson, S Lukauskas, ...
Zenodo, doi 10, 2017
1542017
Introduction to astroML: Machine learning for astrophysics
J VanderPlas, AJ Connolly, Ž Ivezić, A Gray
2012 conference on intelligent data understanding, 47-54, 2012
1342012
Periodograms for multiband astronomical time series
JT VanderPlas, Ž Ivezic
The Astrophysical Journal 812 (1), 18, 2015
1272015
First-year Sloan Digital Sky Survey-II supernova results: consistency and constraints with other intermediate-redshift data sets
H Lampeitl, RC Nichol, HJ Seo, T Giannantonio, C Shapiro, B Bassett, ...
Monthly Notices of the Royal Astronomical Society 401 (4), 2331-2342, 2010
1132010
Exploring the variable sky with LINEAR. III. Classification of periodic light curves
L Palaversa, Ž Ivezić, L Eyer, D Ruždjak, D Sudar, M Galin, A Kroflin, ...
The Astronomical Journal 146 (4), 101, 2013
1032013
mwaskom/seaborn: v0. 9.0 (July 2018)
M Waskom, O Botvinnik, D O’Kane, P Hobson, J Ostblom, S Lukauskas, ...
DOI: https://doi. org/10.5281/zenodo 1313201, 2018
872018
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