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@inproceedings{1989BAAS...21..780H,
title = {T{{{\textsubscript{E}}}}x and {{LAT}}{{{\textsubscript{E}}}}x Macro Definition Files for Astronomical Publications},
author = {Hanisch, R. J. and Biemesderfer, C. D.},
year = {1989},
month = mar,
pages = {780},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/1989BAAS...21..780H}
}
@article{1996A&AS..117..393B,
title = {{{SExtractor}}: {{Software}} for Source Extraction.},
author = {Bertin, E. and Arnouts, S.},
year = {1996},
month = jun,
volume = {117},
pages = {393--404},
doi = {10.1051/aas:1996164},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/1996A\&AS..117..393B},
keywords = {GALAXIES: PHOTOMETRY,METHODS: DATA ANALYSIS,TECHNIQUES: IMAGE PROCESSING}
}
@article{2011ApJS..197...31S,
title = {Swift X-Ray Observations of Classical Novae. {{II}}. {{The}} Super Soft Source Sample},
author = {Schwarz, Greg J. and Ness, Jan-Uwe and Osborne, J. P. and Page, K. L. and Evans, P. A. and Beardmore, A. P. and Walter, Frederick M. and Helton, L. Andrew and Woodward, Charles E. and Bode, Mike and Starrfield, Sumner and Drake, Jeremy J.},
year = {2011},
month = dec,
volume = {197},
number = {2},
eprint = {1110.6224},
eprinttype = {arxiv},
primaryclass = {astro-ph.SR},
pages = {31},
doi = {10.1088/0067-0049/197/2/31},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2011ApJS..197...31S},
archiveprefix = {arXiv},
eid = {31},
keywords = {Astrophysics - High Energy Astrophysical Phenomena,Astrophysics - Solar and Stellar Astrophysics,cataclysmic variables,novae,ultraviolet: stars,X-rays: stars}
}
@article{2013A&A...558A..33A,
title = {Astropy: {{A}} Community {{Python}} Package for Astronomy},
author = {{Astropy Collaboration} and Robitaille, Thomas P. and Tollerud, Erik J. and Greenfield, Perry and Droettboom, Michael and Bray, Erik and Aldcroft, Tom and Davis, Matt and Ginsburg, Adam and {Price-Whelan}, Adrian M. and Kerzendorf, Wolfgang E. and Conley, Alexander and Crighton, Neil and Barbary, Kyle and Muna, Demitri and Ferguson, Henry and Grollier, Fr{\'e}d{\'e}ric and Parikh, Madhura M. and Nair, Prasanth H. and Unther, Hans M. and Deil, Christoph and Woillez, Julien and Conseil, Simon and Kramer, Roban and Turner, James E. H. and Singer, Leo and Fox, Ryan and Weaver, Benjamin A. and Zabalza, Victor and Edwards, Zachary I. and Azalee Bostroem, K. and Burke, D. J. and Casey, Andrew R. and Crawford, Steven M. and Dencheva, Nadia and Ely, Justin and Jenness, Tim and Labrie, Kathleen and Lim, Pey Lian and Pierfederici, Francesco and Pontzen, Andrew and Ptak, Andy and Refsdal, Brian and Servillat, Mathieu and Streicher, Ole},
year = {2013},
month = oct,
volume = {558},
eprint = {1307.6212},
eprinttype = {arxiv},
primaryclass = {astro-ph.IM},
pages = {A33},
doi = {10.1051/0004-6361/201322068},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2013A\&A...558A..33A},
archiveprefix = {arXiv},
eid = {A33},
keywords = {Astrophysics - Instrumentation and Methods for Astrophysics,methods: data analysis,methods: miscellaneous,virtual observatory tools}
}
@article{2013RMxAA..49..137F,
title = {The 2013 Release of Cloudy},
author = {Ferland, G. J. and Porter, R. L. and {van Hoof}, P. A. M. and Williams, R. J. R. and Abel, N. P. and Lykins, M. L. and Shaw, G. and Henney, W. J. and Stancil, P. C.},
year = {2013},
month = apr,
volume = {49},
eprint = {1302.4485},
eprinttype = {arxiv},
primaryclass = {astro-ph.GA},
pages = {137--163},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2013RMxAA..49..137F},
archiveprefix = {arXiv},
keywords = {Astrophysics - Cosmology and Extragalactic Astrophysics,Astrophysics - Galaxy Astrophysics,Astrophysics - Instrumentation and Methods for Astrophysics,atomic processes,galaxies: active,methods: numerical,molecular processes,radiation mechanisms: general}
}
@article{2014ApJ...793..127V,
title = {Galaxy Emission Line Classification Using Three-Dimensional Line Ratio Diagrams},
author = {Vogt, Fr{\'e}d{\'e}ric P. A. and Dopita, Michael A. and Kewley, Lisa J. and Sutherland, Ralph S. and Scharw{\"a}chter, Julia and Basurah, Hassan M. and Ali, Alaa and Amer, Morsi A.},
year = {2014},
month = oct,
volume = {793},
number = {2},
eprint = {1406.5186},
eprinttype = {arxiv},
primaryclass = {astro-ph.GA},
pages = {127},
doi = {10.1088/0004-637X/793/2/127},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2014ApJ...793..127V},
archiveprefix = {arXiv},
eid = {127},
keywords = {Astrophysics - Astrophysics of Galaxies,galaxies: abundances,galaxies: general,galaxies: Seyfert,galaxies: starburst,H II regions,ISM: lines and bands}
}
@article{2015ApJ...805...23C,
title = {X-Ray Scattering Echoes and Ghost Halos from the Intergalactic Medium: {{Relation}} to the Nature of {{AGN}} Variability},
author = {Corrales, Lia},
year = {2015},
month = may,
volume = {805},
number = {1},
eprint = {1503.01475},
eprinttype = {arxiv},
primaryclass = {astro-ph.HE},
pages = {23},
doi = {10.1088/0004-637X/805/1/23},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2015ApJ...805...23C},
archiveprefix = {arXiv},
eid = {23},
keywords = {accretion,accretion disks,Astrophysics - Astrophysics of Galaxies,Astrophysics - High Energy Astrophysical Phenomena,dust,extinction,intergalactic medium,quasars: general,X-rays: ISM}
}
@article{2016AJ....152...41P,
title = {Nominal Values for Selected Solar and Planetary Quantities: {{IAU}} 2015 Resolution {{B3}}},
author = {Pr{\v s}a, Andrej and Harmanec, Petr and Torres, Guillermo and Mamajek, Eric and Asplund, Martin and Capitaine, Nicole and {Christensen-Dalsgaard}, J{\o}rgen and Depagne, {\'E}ric and Haberreiter, Margit and Hekker, Saskia},
year = {2016},
month = aug,
volume = {152},
number = {2},
eprint = {1605.09788},
eprinttype = {arxiv},
primaryclass = {astro-ph.SR},
pages = {41},
doi = {10.3847/0004-6256/152/2/41},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2016AJ....152...41P},
archiveprefix = {arXiv},
eid = {41},
keywords = {Astrophysics - Earth and Planetary Astrophysics,Astrophysics - Instrumentation and Methods for Astrophysics,Astrophysics - Solar and Stellar Astrophysics,planets and satellites: fundamental parameters,standards,stars: fundamental parameters,stars: general,Sun: fundamental parameters}
}
@article{2018AJ....156...82C,
title = {Quantifying the Observational Effort Required for the Radial Velocity Characterization of {{TESS}} Planets},
author = {Cloutier, Ryan and Doyon, Ren{\'e} and Bouchy, Francois and H{\'e}brard, Guillaume},
year = {2018},
month = aug,
volume = {156},
number = {2},
eprint = {1807.01263},
eprinttype = {arxiv},
primaryclass = {astro-ph.EP},
pages = {82},
doi = {10.3847/1538-3881/aacea9},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2018AJ....156...82C},
archiveprefix = {arXiv},
eid = {82},
keywords = {Astrophysics - Earth and Planetary Astrophysics,methods: analytical,planets and satellites: detection,planets and satellites: fundamental parameters,techniques: radial velocities}
}
@article{2018AJ....156..123A,
title = {The Astropy Project: {{Building}} an Open-Science Project and Status of the v2.0 Core Package},
author = {{Astropy Collaboration} and {Price-Whelan}, A. M. and Sip{\H o}cz, B. M. and G{\"u}nther, H. M. and Lim, P. L. and Crawford, S. M. and Conseil, S. and Shupe, D. L. and Craig, M. W. and Dencheva, N. and Ginsburg, A. and VanderPlas, J. T. and Bradley, L. D. and {P{\'e}rez-Su{\'a}rez}, D. and {de Val-Borro}, M. and Aldcroft, T. L. and Cruz, K. L. and Robitaille, T. P. and Tollerud, E. J. and Ardelean, C. and Babej, T. and Bach, Y. P. and Bachetti, M. and Bakanov, A. V. and Bamford, S. P. and Barentsen, G. and Barmby, P. and Baumbach, A. and Berry, K. L. and Biscani, F. and Boquien, M. and Bostroem, K. A. and Bouma, L. G. and Brammer, G. B. and Bray, E. M. and Breytenbach, H. and Buddelmeijer, H. and Burke, D. J. and Calderone, G. and Cano Rodr{\'i}guez, J. L. and Cara, M. and Cardoso, J. V. M. and Cheedella, S. and Copin, Y. and Corrales, L. and Crichton, D. and D'Avella, D. and Deil, C. and Depagne, {\'E}. and Dietrich, J. P. and Donath, A. and Droettboom, M. and Earl, N. and Erben, T. and Fabbro, S. and Ferreira, L. A. and Finethy, T. and Fox, R. T. and Garrison, L. H. and Gibbons, S. L. J. and Goldstein, D. A. and Gommers, R. and Greco, J. P. and Greenfield, P. and Groener, A. M. and Grollier, F. and Hagen, A. and Hirst, P. and Homeier, D. and Horton, A. J. and Hosseinzadeh, G. and Hu, L. and Hunkeler, J. S. and Ivezi{\'c}, {\v Z}. and Jain, A. and Jenness, T. and Kanarek, G. and Kendrew, S. and Kern, N. S. and Kerzendorf, W. E. and Khvalko, A. and King, J. and Kirkby, D. and Kulkarni, A. M. and Kumar, A. and Lee, A. and Lenz, D. and Littlefair, S. P. and Ma, Z. and Macleod, D. M. and Mastropietro, M. and McCully, C. and Montagnac, S. and Morris, B. M. and Mueller, M. and Mumford, S. J. and Muna, D. and Murphy, N. A. and Nelson, S. and Nguyen, G. H. and Ninan, J. P. and N{\"o}the, M. and Ogaz, S. and Oh, S. and Parejko, J. K. and Parley, N. and Pascual, S. and Patil, R. and Patil, A. A. and Plunkett, A. L. and Prochaska, J. X. and Rastogi, T. and Reddy Janga, V. and Sabater, J. and Sakurikar, P. and Seifert, M. and Sherbert, L. E. and {Sherwood-Taylor}, H. and Shih, A. Y. and Sick, J. and Silbiger, M. T. and Singanamalla, S. and Singer, L. P. and Sladen, P. H. and Sooley, K. A. and Sornarajah, S. and Streicher, O. and Teuben, P. and Thomas, S. W. and Tremblay, G. R. and Turner, J. E. H. and Terr{\'o}n, V. and {van Kerkwijk}, M. H. and {de la Vega}, A. and Watkins, L. L. and Weaver, B. A. and Whitmore, J. B. and Woillez, J. and Zabalza, V. and {Astropy Contributors}},
year = {2018},
month = sep,
volume = {156},
number = {3},
eprint = {1801.02634},
eprinttype = {arxiv},
primaryclass = {astro-ph.IM},
pages = {123},
doi = {10.3847/1538-3881/aabc4f},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2018AJ....156..123A},
archiveprefix = {arXiv},
eid = {123},
keywords = {Astrophysics - Instrumentation and Methods for Astrophysics,methods: data analysis,methods: miscellaneous,methods: statistical,reference systems}
}
@article{2018ApJ...868L..33L,
title = {Quasi-Periodic Fast Propagating Magnetoacoustic Waves during the Magnetic Reconnection between Solar Coronal Loops},
author = {Li, Leping and Zhang, Jun and Peter, Hardi and Chitta, Lakshmi Pradeep and Su, Jiangtao and Song, Hongqiang and Xia, Chun and Hou, Yijun},
year = {2018},
month = dec,
volume = {868},
number = {2},
eprint = {1811.08553},
eprinttype = {arxiv},
primaryclass = {astro-ph.SR},
pages = {L33},
doi = {10.3847/2041-8213/aaf167},
adsnote = {Provided by the SAO/NASA Astrophysics Data System},
adsurl = {https://ui.adsabs.harvard.edu/abs/2018ApJ...868L..33L},
archiveprefix = {arXiv},
eid = {L33},
keywords = {Astrophysics - Solar and Stellar Astrophysics,magnetic reconnection,plasmas,Sun: corona,Sun: UV radiation,waves}
}
@misc{anonymous,
title = {Suppressed for Anonymity},
author = {Author, N. N.},
year = {2021}
}
@book{DudaHart2nd,
title = {Pattern Classification},
author = {Duda, R. O. and Hart, P. E. and Stork, D. G.},
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@phdthesis{kearns89,
title = {Computational Complexity of Machine Learning},
author = {Kearns, M. J.},
year = {1989},
school = {Department of Computer Science, Harvard University}
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@book{lamport94,
title = {{{LaTeX}}: {{A}} Document Preparation System},
author = {Lamport, L.},
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edition = {Second},
publisher = {{Addison-Wesley Professional}},
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@inproceedings{langley00,
title = {Crafting Papers on Machine Learning},
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author = {Langley, P.},
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publisher = {{Morgan Kaufmann}},
address = {{Stanford, CA}}
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@book{MachineLearningI,
title = {Machine Learning: {{An}} Artificial Intelligence Approach, Vol. {{I}}},
editor = {Michalski, R. S. and Carbonell, J. G. and Mitchell, T. M.},
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address = {{Palo Alto, CA}}
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@misc{markdownguide_basic_2022,
title = {Basic {{Syntax}} | {{Markdown Guide}}},
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month = mar,
abstract = {The Markdown elements outlined in the original design document.},
langid = {english},
file = {/home/aku/.zotero/zotero/cj95rjne.default/zotero/storage/C6UUE2B7/basic-syntax.html}
}
@misc{markdownguideBasicSyntaxMarkdown2022,
title = {Basic {{Syntax}} | {{Markdown Guide}}},
author = {MarkdownGuide},
year = {2022},
month = mar,
abstract = {The Markdown elements outlined in the original design document.},
howpublished = {https://www.markdownguide.org/basic-syntax/},
langid = {english},
file = {/home/aku/.zotero/zotero/cj95rjne.default/zotero/storage/DKAK9X7J/basic-syntax.html}
}
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title = {The Need for Biases in Learning Generalizations},
author = {Mitchell, T. M.},
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address = {{New Brunswick, MA}},
institution = {{Computer Science Department, Rutgers University}}
}
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title = {Mechanisms of Skill Acquisition and the Law of Practice},
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pages = {1--51},
publisher = {{Lawrence Erlbaum Associates, Inc.}},
address = {{Hillsdale, NJ}},
chapter = {1}
}
@article{Reference1,
title = {Littrow Configuration Tunable External Cavity Diode Laser with Fixed Direction Output Beam},
author = {Hawthorn, C. J. and Weber, K. P. and Scholten, R. E.},
year = {2001},
month = dec,
journal = {Review of Scientific Instruments},
volume = {72},
number = {12},
pages = {4477--4479},
abstract = {We have developed an enhanced Littrow configuration extended cavity diode laser (ECDL) that can be tuned without changing the direction of the output beam. The output of a conventional Littrow ECDL is reflected from a plane mirror fixed parallel to the tuning diffraction grating. Using a free-space Michelson wavemeter to measure the laser wavelength, we can tune the laser over a range greater than 10 nm without any alteration of alignment.}
}
@article{Reference2,
title = {Using Diode Lasers for Atomic Physics},
author = {Wieman, Carl E. and Hollberg, Leo},
year = {1991},
month = jan,
journal = {Review of Scientific Instruments},
volume = {62},
number = {1},
pages = {1--20},
abstract = {We present a review of the use of diode lasers in atomic physics with an extensive list of references. We discuss the relevant characteristics of diode lasers and explain how to purchase and use them. We also review the various techniques that have been used to control and narrow the spectral outputs of diode lasers. Finally we present a number of examples illustrating the use of diode lasers in atomic physics experiments. Review of Scientific Instruments is copyrighted by The American Institute of Physics.},
keywords = {Diode Laser}
}
@article{Reference3,
title = {A Simple Extended-Cavity Diode Laser},
author = {Arnold, A. S. and Wilson, J. S. and Boshier, M. G. and Smith, J.},
year = {1998},
month = mar,
journal = {Review of Scientific Instruments},
volume = {69},
number = {3},
pages = {1236--1239},
abstract = {Operating a laser diode in an extended cavity which provides frequency-selective feedback is a very effective method of reducing the laser's linewidth and improving its tunability. We have developed an extremely simple laser of this type, built from inexpensive commercial components with only a few minor modifications. A 780 nm laser built to this design has an output power of 80 mW, a linewidth of 350 kHz, and it has been continuously locked to a Doppler-free rubidium transition for several days.}
}
@article{Samuel59,
title = {Some Studies in Machine Learning Using the Game of Checkers},
author = {Samuel, A. L.},
year = {1959},
journal = {IBM Journal of Research and Development},
volume = {3},
number = {3},
pages = {211--229}
}
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