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BibTeX records: Jacob VanderPlas
@article{DBLP:journals/corr/abs-2001-01372, author = {J. Bryce Kalmbach and Jacob VanderPlas and Andrew J. Connolly}, title = {Applying Information Theory to Design Optimal Filters for Photometric Redshifts}, journal = {CoRR}, volume = {abs/2001.01372}, year = {2020}, url = {http://arxiv.org/abs/2001.01372}, eprinttype = {arXiv}, eprint = {2001.01372}, timestamp = {Mon, 13 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-01372.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-10121, author = {Pauli Virtanen and Ralf Gommers and Travis E. Oliphant and Matt Haberland and Tyler Reddy and David Cournapeau and Evgeni Burovski and Pearu Peterson and Warren Weckesser and Jonathan Bright and St{\'{e}}fan van der Walt and Matthew Brett and Joshua Wilson and K. Jarrod Millman and Nikolay Mayorov and Andrew R. J. Nelson and Eric Jones and Robert Kern and Eric Larson and CJ Carey and Ilhan Polat and Yu Feng and Eric W. Moore and Jake VanderPlas and Denis Laxalde and Josef Perktold and Robert Cimrman and Ian Henriksen and E. A. Quintero and Charles R. Harris and Anne M. Archibald and Ant{\^{o}}nio H. Ribeiro and Fabian Pedregosa and Paul van Mulbregt and SciPy}, title = {SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python}, journal = {CoRR}, volume = {abs/1907.10121}, year = {2019}, url = {http://arxiv.org/abs/1907.10121}, eprinttype = {arXiv}, eprint = {1907.10121}, timestamp = {Tue, 04 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-10121.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ascom/CabralSRGGV18, author = {Juan B. Cabral and Bruno S{\'{a}}nchez and Felipe Ramos and Sebasti{\'{a}}n Gurovich and Pablo M. Granitto and Jacob VanderPlas}, title = {From {FATS} to feets: Further improvements to an astronomical feature extraction tool based on machine learning}, journal = {Astron. Comput.}, volume = {25}, pages = {213--220}, year = {2018}, url = {https://doi.org/10.1016/j.ascom.2018.09.005}, doi = {10.1016/J.ASCOM.2018.09.005}, timestamp = {Sat, 25 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ascom/CabralSRGGV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jossw/FlemingV18, author = {David P. Fleming and Jake VanderPlas}, title = {approxposterior: Approximate Posterior Distributions in Python}, journal = {J. Open Source Softw.}, volume = {3}, number = {29}, pages = {781}, year = {2018}, url = {https://doi.org/10.21105/joss.00781}, doi = {10.21105/JOSS.00781}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jossw/FlemingV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jossw/VanderPlasGHMWS18, author = {Jacob VanderPlas and Brian E. Granger and Jeffrey Heer and Dominik Moritz and Kanit Wongsuphasawat and Arvind Satyanarayan and Eitan Lees and Ilia Timofeev and Ben Welsh and Scott Sievert}, title = {Altair: Interactive Statistical Visualizations for Python}, journal = {J. Open Source Softw.}, volume = {3}, number = {32}, pages = {1057}, year = {2018}, url = {https://doi.org/10.21105/joss.01057}, doi = {10.21105/JOSS.01057}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jossw/VanderPlasGHMWS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/peerj-cs/SmithNKBGGHMMMP18, author = {Arfon M. Smith and Kyle E. Niemeyer and Daniel S. Katz and Lorena A. Barba and George Githinji and Melissa Gymrek and Kathryn D. Huff and Christopher R. Madan and Abigail Cabunoc Mayes and Kevin M. Moerman and Pjotr Prins and Karthik Ram and Ariel Rokem and Tracy K. Teal and Roman Valls Guimera and Jacob VanderPlas}, title = {Journal of Open Source Software {(JOSS):} design and first-year review}, journal = {PeerJ Comput. Sci.}, volume = {4}, pages = {e147}, year = {2018}, url = {https://doi.org/10.7717/peerj-cs.147}, doi = {10.7717/PEERJ-CS.147}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/peerj-cs/SmithNKBGGHMMMP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@misc{DBLP:data/10/VanderPlasGHMWLTWS18, author = {Jacob VanderPlas and Brian E. Granger and Jeffrey Heer and Dominik Moritz and Kanit Wongsuphasawat and Eitan Lees and Ilia Timofeev and Ben Welsh and Scott Sievert}, title = {Altair: Declarative statistical visualization library for Python (Version 2)}, publisher = {Zenodo}, year = {2018}, month = nov, howpublished = {\url{https://doi.org/10.5281/zenodo.1489372}}, note = {Accessed on YYYY-MM-DD.}, url = {https://doi.org/10.5281/zenodo.1489372}, doi = {10.5281/ZENODO.1489372}, timestamp = {Thu, 05 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/data/10/VanderPlasGHMWLTWS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@misc{DBLP:data/10/VanderPlasGHMWSLTWS18, author = {Jacob VanderPlas and Brian E. Granger and Jeffrey Heer and Dominik Moritz and Kanit Wongsuphasawat and Arvind Satyanarayan and Eitan Lees and Ilia Timofeev and Ben Welsh and Scott Sievert}, title = {Altair: Declarative statistical visualization library for Python (Version 2.3)}, publisher = {Zenodo}, year = {2018}, month = nov, howpublished = {\url{https://doi.org/10.5281/zenodo.2030098}}, note = {Accessed on YYYY-MM-DD.}, url = {https://doi.org/10.5281/zenodo.2030098}, doi = {10.5281/ZENODO.2030098}, timestamp = {Thu, 05 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/data/10/VanderPlasGHMWSLTWS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-02154, author = {Juan B. Cabral and Bruno S{\'{a}}nchez and Felipe Ramos and Sebasti{\'{a}}n Gurovich and Pablo M. Granitto and Jacob VanderPlas}, title = {From {FATS} to feets: Further improvements to an astronomical feature extraction tool based on machine learning}, journal = {CoRR}, volume = {abs/1809.02154}, year = {2018}, url = {http://arxiv.org/abs/1809.02154}, eprinttype = {arXiv}, eprint = {1809.02154}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-02154.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/MehtaDZKCBRCVA17, author = {Parmita Mehta and Sven Dorkenwald and Dongfang Zhao and Tomer Kaftan and Alvin Cheung and Magdalena Balazinska and Ariel Rokem and Andrew J. Connolly and Jacob VanderPlas and Yusra AlSayyad}, title = {Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads}, journal = {Proc. {VLDB} Endow.}, volume = {10}, number = {11}, pages = {1226--1237}, year = {2017}, url = {http://www.vldb.org/pvldb/vol10/p1226-mehta.pdf}, doi = {10.14778/3137628.3137634}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pvldb/MehtaDZKCBRCVA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SmithNKBGGHMMMP17, author = {Arfon M. Smith and Kyle E. Niemeyer and Daniel S. Katz and Lorena A. Barba and George Githinji and Melissa Gymrek and Kathryn D. Huff and Christopher R. Madan and Abigail Cabunoc Mayes and Kevin Mattheus Moerman and Pjotr Prins and Karthik Ram and Ariel Rokem and Tracy K. Teal and Roman Valls Guimera and Jacob VanderPlas}, title = {Journal of Open Source Software {(JOSS):} design and first-year review}, journal = {CoRR}, volume = {abs/1707.02264}, year = {2017}, url = {http://arxiv.org/abs/1707.02264}, eprinttype = {arXiv}, eprint = {1707.02264}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SmithNKBGGHMMMP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-00028, author = {Daniela Huppenkothen and Anthony Arendt and David W. Hogg and Karthik Ram and Jake VanderPlas and Ariel Rokem}, title = {Hack Weeks as a model for Data Science Education and Collaboration}, journal = {CoRR}, volume = {abs/1711.00028}, year = {2017}, url = {http://arxiv.org/abs/1711.00028}, eprinttype = {arXiv}, eprint = {1711.00028}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-00028.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/McQueenMVZ16, author = {James McQueen and Marina Meila and Jacob VanderPlas and Zhongyue Zhang}, title = {Megaman: Scalable Manifold Learning in Python}, journal = {J. Mach. Learn. Res.}, volume = {17}, pages = {148:1--148:5}, year = {2016}, url = {https://jmlr.org/papers/v17/16-109.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/McQueenMVZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jossw/VanderPlas16, author = {Jake VanderPlas}, title = {mst{\_}clustering: Clustering via Euclidean Minimum Spanning Trees}, journal = {J. Open Source Softw.}, volume = {1}, number = {1}, pages = {12}, year = {2016}, url = {https://doi.org/10.21105/joss.00012}, doi = {10.21105/JOSS.00012}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jossw/VanderPlas16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/McQueenMVZ16, author = {James McQueen and Marina Meila and Jacob VanderPlas and Zhongyue Zhang}, title = {megaman: Manifold Learning with Millions of points}, journal = {CoRR}, volume = {abs/1603.02763}, year = {2016}, url = {http://arxiv.org/abs/1603.02763}, eprinttype = {arXiv}, eprint = {1603.02763}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/McQueenMVZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MehtaDZKCBRCVA16, author = {Parmita Mehta and Sven Dorkenwald and Dongfang Zhao and Tomer Kaftan and Alvin Cheung and Magdalena Balazinska and Ariel Rokem and Andrew J. Connolly and Jacob VanderPlas and Yusra AlSayyad}, title = {Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads}, journal = {CoRR}, volume = {abs/1612.02485}, year = {2016}, url = {http://arxiv.org/abs/1612.02485}, eprinttype = {arXiv}, eprint = {1612.02485}, timestamp = {Fri, 06 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MehtaDZKCBRCVA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scipy/VanderPlas14, author = {Jake VanderPlas}, editor = {St{\'{e}}fan van der Walt and James Bergstra}, title = {Frequentism and Bayesianism: {A} Python-driven Primer}, booktitle = {Proceedings of the 13th Python in Science Conference, SciPy 2014, Austin, Texas, July 6 - 12, 2014}, pages = {85--93}, publisher = {scipy.org}, year = {2014}, url = {https://doi.org/10.25080/Majora-14bd3278-00e}, doi = {10.25080/MAJORA-14BD3278-00E}, timestamp = {Wed, 03 May 2023 17:10:38 +0200}, biburl = {https://dblp.org/rec/conf/scipy/VanderPlas14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/debu/VanderPlasSKB13, author = {Jacob VanderPlas and Emad Soroush and K. Simon Krughoff and Magdalena Balazinska}, title = {Squeezing a Big Orange into Little Boxes: The AscotDB System for Parallel Processing of Data on a Sphere}, journal = {{IEEE} Data Eng. Bull.}, volume = {36}, number = {4}, pages = {11--20}, year = {2013}, url = {http://sites.computer.org/debull/A13dec/p11.pdf}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/debu/VanderPlasSKB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/MoyersSWKVBC13, author = {Matthew I. Moyers and Emad Soroush and Spencer Wallace and K. Simon Krughoff and Jake VanderPlas and Magdalena Balazinska and Andrew J. Connolly}, title = {A Demonstration of Iterative Parallel Array Processing in Support of Telescope Image Analysis}, journal = {Proc. {VLDB} Endow.}, volume = {6}, number = {12}, pages = {1322--1325}, year = {2013}, url = {http://www.vldb.org/pvldb/vol6/p1322-soroush.pdf}, doi = {10.14778/2536274.2536306}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/MoyersSWKVBC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BuitinckLBPMGNPGGLVJHV13, author = {Lars Buitinck and Gilles Louppe and Mathieu Blondel and Fabian Pedregosa and Andreas Mueller and Olivier Grisel and Vlad Niculae and Peter Prettenhofer and Alexandre Gramfort and Jaques Grobler and Robert Layton and Jake VanderPlas and Arnaud Joly and Brian Holt and Ga{\"{e}}l Varoquaux}, title = {{API} design for machine learning software: experiences from the scikit-learn project}, journal = {CoRR}, volume = {abs/1309.0238}, year = {2013}, url = {http://arxiv.org/abs/1309.0238}, eprinttype = {arXiv}, eprint = {1309.0238}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BuitinckLBPMGNPGGLVJHV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/VanderPlasCIG12, author = {Jacob VanderPlas and Andrew J. Connolly and Zeljko Ivezic and Alexander G. Gray}, title = {Introduction to astroML: Machine learning for astrophysics}, booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder, CO, USA, October 24-26, 2012}, pages = {47--54}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CIDU.2012.6382200}, doi = {10.1109/CIDU.2012.6382200}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cidu/VanderPlasCIG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1201-0490, author = {Fabian Pedregosa and Ga{\"{e}}l Varoquaux and Alexandre Gramfort and Vincent Michel and Bertrand Thirion and Olivier Grisel and Mathieu Blondel and Peter Prettenhofer and Ron Weiss and Vincent Dubourg and Jake VanderPlas and Alexandre Passos and David Cournapeau and Matthieu Brucher and Matthieu Perrot and Edouard Duchesnay}, title = {Scikit-learn: Machine Learning in Python}, journal = {CoRR}, volume = {abs/1201.0490}, year = {2012}, url = {http://arxiv.org/abs/1201.0490}, eprinttype = {arXiv}, eprint = {1201.0490}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1201-0490.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/PedregosaVGMTGBPWDVPCBPD11, author = {Fabian Pedregosa and Ga{\"{e}}l Varoquaux and Alexandre Gramfort and Vincent Michel and Bertrand Thirion and Olivier Grisel and Mathieu Blondel and Peter Prettenhofer and Ron Weiss and Vincent Dubourg and Jake VanderPlas and Alexandre Passos and David Cournapeau and Matthieu Brucher and Matthieu Perrot and Edouard Duchesnay}, title = {Scikit-learn: Machine Learning in Python}, journal = {J. Mach. Learn. Res.}, volume = {12}, pages = {2825--2830}, year = {2011}, url = {https://dl.acm.org/doi/10.5555/1953048.2078195}, doi = {10.5555/1953048.2078195}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/PedregosaVGMTGBPWDVPCBPD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/XiongPSCV11, author = {Liang Xiong and Barnab{\'{a}}s P{\'{o}}czos and Jeff G. Schneider and Andrew J. Connolly and Jake VanderPlas}, editor = {Geoffrey J. Gordon and David B. Dunson and Miroslav Dud{\'{\i}}k}, title = {Hierarchical Probabilistic Models for Group Anomaly Detection}, booktitle = {Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA, April 11-13, 2011}, series = {{JMLR} Proceedings}, volume = {15}, pages = {789--797}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v15/xiong11a/xiong11a.pdf}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/XiongPSCV11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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