Jacob Vanderplas
Jacob Vanderplas
Verified email at cs.washington.edu - Homepage
TitleCited byYear
Scikit-learn: Machine learning in Python
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...
Journal of machine learning research 12 (Oct), 2825-2830, 2011
194622011
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
7352009
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
5492013
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
257*2014
Lsst science book, version 2.0
PA Abell, DL Burke, M Hamuy, M Nordby, TS Axelrod, D Monet, B Vrsnak, ...
2362009
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
1842009
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
1842009
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
1702009
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
1092010
Introduction to astroML: Machine learning for astrophysics
J VanderPlas, AJ Connolly, Ž Ivezić, A Gray
2012 Conference on Intelligent Data Understanding, 47-54, 2012
952012
Understanding the lomb–scargle periodogram
JT VanderPlas
The Astrophysical Journal Supplement Series 236 (1), 16, 2018
922018
Python data science handbook: essential tools for working with data
J VanderPlas
" O'Reilly Media, Inc.", 2016
922016
Periodograms for multiband astronomical time series
JT VanderPlas, Ž Ivezic
The Astrophysical Journal 812 (1), 18, 2015
782015
seaborn: v0. 5.0 (November 2014)
M Waskom, O Botvinnik, P Hobson, JB Cole, Y Halchenko, S Hoyer, ...
Zenodo, doi 10, 2014
70*2014
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
692018
Hierarchical probabilistic models for group anomaly detection
L Xiong, B Póczos, J Schneider, A Connolly, J VanderPlas
Proceedings of the Fourteenth International Conference on Artificial …, 2011
662011
Tests of modified gravity with dwarf galaxies
B Jain, J VanderPlas
Journal of Cosmology and Astroparticle Physics 2011 (10), 032, 2011
632011
Astrophysical tests of modified gravity: the morphology and kinematics of dwarf galaxies
V Vikram, A Cabré, B Jain, JT VanderPlas
Journal of Cosmology and Astroparticle Physics 2013 (08), 020, 2013
592013
mwaskom/seaborn: v0. 8.1 (September 2017)
M Waskom, O Botvinnik, D O’Kane, P Hobson, S Lukauskas, ...
Zenodo, doi: https://doi. org/10.5281/zenodo 883859, 2017
522017
An end-to-end simulation framework for the Large Synoptic Survey Telescope
AJ Connolly, GZ Angeli, S Chandrasekharan, CF Claver, K Cook, Z Ivezic, ...
Modeling, Systems Engineering, and Project Management for Astronomy VI 9150 …, 2014
332014
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