Proceedings of the 16th Python in Science Conference, SciPy 2017, Austin, Texas, USA, July 10-16, 2017

著者: Prabhu Ramachandran, Serge Rey, Lorena Barba, Juan Shishido, Aashish Chaudhary, Matt Mccormick, Katy Huff, David Lippa, Dillon Niederhut, M Pacer, Scott Collis, Alexandre Chabot-Leclerc, Mike Hearne, Jonathan Rocher, Kbi Biopharma, Charlye Tran, Julie Krugler Hollek, Chris Niemira, Randy Paffenroth, Jill Cowan, Bill Cowan, Jodi Havranek, Chien-Hsiu Lee, Priya Sawant, Guy Tel-Zur, Nick Wan, Alejandro De, L Vega, George Markomanolis, Matthew Rocklin, Oleksandr Pavlyk, Jean Bilheux, Brian Mcfee, Alejandro Weinstein, Stefan Van Der, Walt Li, Wang Serge, Jaime Arias, Jonathan Helmus, Fernando Chirigati, Chris Calloway, Nicholas Malaya, Daniel Wheeler, Jeremiah Johnson, Y Feng, Yingwei Yu, Manoj Pandey, James Bednar, Adrian Heilbut, Jason Vertrees, Horacio Vargas, Fatih Akici, Sebastian Benthall, Nirmal Sahuji, Scholarship Recipients, Scott Cole, Roberto Colistete, Bjorn Dahlgren, Filipe Fernandes, Eric Ma, Himanshu Mishra, Timelab Pakhomov, Zach Sailer, Tobias Schraink, Scott Sievert, Uwisconsin Madison, Selena Aleman, Alexander Ivanov, Rebecca Minich, Juliette Seive, Geoffrey Poore, Horea-Ioan Ioanas, John Bechara, Markus Saab, Rudin, Ingo Heimbach, Florian Rhiem, Fabian Beule, David Knodt, Josef Heinen, Robert Jones, Philippe Ciuciu, Michel Dojat, Florence Forbes, Aina Frau-Pascual, Thomas Perret, Jan Warnking, Alicia Clark, Joseph Hellerstein, Klaus Greff, Aaron Klein, Martin Chovanec, Frank Hutter, J rgen Schmidhuber, Theodore Lindsay, Peter Weir, Floris Van Breugel, Mahzad Khoshlessan, Ioannis Paraskevakos, Shantenu Jha, Oliver Beckstein Matchpy, Manuel Krebber, Henrik Bartels, Paolo Bientinesi, Michael Beyeler, Geoffrey Boynton, Ione Fine, Ariel Rokem, Michael Lange, Navjot Kukreja, Fabio Luporini, Mathias Louboutin, Charles Yount, Jan ckelheim, Gerard Gorman, Narendra Mukherjee, Joseph Wachutka, Donald Katz, Denis Nagorny, Andres Guzman-Ballen, Anton Malakhov, Hai Liu, Ehsan Totoni, Todd Anderson, Sergey Maidanov, Daniel Ross, Lalit Jain, Kevin Jamieson, Rob Nowak, Robert Mankoff, Brendt Wohlberg, Saab, Markus Rudin, Stefano Alliney, Hilton Bristow, Anders Eriksson, Simon Lucey, Stephen Boyd, Neal Parikh, Eric Chu, Borja Peleato, Jonathan Eckstein, Jian-Feng Cai, Emmanuel Cands, Zuowei Shen, David Scott Shaobing Chen, Michael Donoho, Saunders, Cristina Garcia, -Cardona, Brendt Wohlberg, Gene Golub, Michael Heath, Grace Wahba, Felix Heide, Wolfgang Heidrich, Gordon Wetzstein, Michael Lewicki, Terrence Sejnowski, Julien Mairal, Francis Bach, Jean Ponce, Leonid Rudin, Stanley Osher, Emad Fatemi, M Charles, Stein, Brendt Wohlberg, Brendt Wohlberg, Brendt Wohlberg, Brendt Wohlberg, Brendt Wohlberg, Matthew Zeiler, Dilip Krishnan, Graham Taylor, Rob Fergus, D Dice, O Shalev, N Shavit, L Lamport, M Le, R Yates, M Fluet, R Meier, A Rigo, Peyton Jones, S, N Shavit, D Touitou, G Poore, A Paul, Robert Harris, Robert Taylor, Jonathon Thielke, Nathaniel Payne, Jose Gonzalez, Conde, Benoit Petit-Demouliere, Franck Chenu, Michel Bourin, Quanzeng You, Hailin Jin, Zhaowen Wang, Chen Fang, Jiebo Luo, J Akola, R Jones, J Akola, R Jones, J Akola, R Jones, T Lee, S Elliott, I Heimbach, F Rhiem, F Beule, D Knodt, J Heinen, R Jones, J Bernal, J Finney, Lejeune Dirichlet, G, J Reine, G Vorono, J Reine, T Chaki, J Li, R Laghaei, S Asher, R Coalson, V Voloshin, N Medvedev, M Andrews, R Burri, R Winter, A Geiger, B Delaunay, S Arizzi, P Mott, U Suter, E Voyiatzis, M Bhm, F Mller-Plathe, V Luchnikov, N Medvedev, Y Naberukhin, H Schober, N Medvedev, V Voloshin, V Luchnikov, M Gavrilova, J Laakkonen, R Nieminen, S Horowitz, T Pavlidis, W Lorensen, H Cline, T Newman, H Yi, S Caravati, M Bernasconi, M Parrinello, J Kalikka, J Akola, R Jones, T Matsunaga, J Akola, S Kohara, T Honma, K Kobayashi, E Ikenaga, R Jones, N Yamada, M Takata, R Kojima, V Epanechnikov, D Theodorou, U Suter, B Cordero, V Gomez, A Platero-Prats, M Reves, J Echeverria, E Cremades, F Barragan, S Alvarez, J Akola, B Beuneu, R Jones, P Jvri, I Kaban, J Kol, I Volesk, T Wgner, A Atty, M Villien, F Tahon, J Warnking, O Detante, A Krainik, S Badillo, T Vincent, P Ciuciu, L Chaari, T Vincent, F Forbes, M Dojat, P Ciuciu, S Cantin, M Villien, O Moreaud, I Tropres, S Keignart, E Chipon, J.-F Le Bas, J Warnking, A Krainik, M Fabiani, B Gordon, E Maclin, M Pearson, C Brumback-Peltz, K Low, E Mcauley, B Sutton, A Kramer, G Gratton, A Frau-Pascual, F Forbes, P Ciuciu, A Frau-Pascual, F Forbes, P Ciuciu, A Frau-Pascual, F Forbes, P Ciuciu, A Frau-Pascual, T Vincent, J Sloboda, P Ciuciu, F Forbes, K Gorgolewski, A Storkey, M Bastin, I Whittle, J Wardlaw, C Pernet, D Handwerker, J Ollinger, D Mark, S Makni, J Idier, T Vincent, B Thirion, G Dehaene-Lambertz, P Ciuciu, S Ogawa, T Lee, A Kay, D Tank, P Ciuciu, J.-B Poline, G Marrelec, J Idier, Ch Pallier, H Benali, T Vincent, S Badillo, L Risser, L Chaari, C Bakhous, F Forbes, P Ciuciu, T Vincent, L Risser, P Ciuciu, T Vincent, J Warnking, M Villien, A Krainik, P Ciuciu, F Forbes, M Burnett, S Jones, A Blackwell, M Burnett, M Mccutchen, S Itzhaky, D Jackson, Patrick Thibodeau, Ilkay Altintas, Chad Berkley, Efrat Jaeger, Matthew Jones, Bertram Ludascher, Steve Mock, Louis Bavoil, Patricia Steven P Callahan, Juliana Crossno, Carlos Freire, Cludio T Scheidegger, Huy T Silva, Vo, Fernando Chirigati, Rmi Rampin, Dennis Shasha, Juliana Freire, Andrew Davison, K Eggensperger, M Feurer, F Hutter, J Bergstra, J Snoek, H Hoos, K Leyton-Brown, Belinda Giardine, Cathy Riemer, Ross Hardison, Richard Burhans, Laura Elnitski, Prachi Shah, Yi Zhang, Daniel Blankenberg, Istvan Albert, James Taylor, Philip Guo, Mohammad Rezwanul Huq, M Peter, Andreas Apers, Wombacher, Yves Janin, Cdric Vincent, Rmi Duraffort, Joo Felipe, Nicolaci Pimentel, Vanessa Braganholo, Leonardo Murta, Juliana Freire, Quan Pham, Tanu Malik, Ian Foster, J Springenberg, A Klein, S Falkner, F Hutter, J Snoek, O Rippel, K Swersky, R Kiros, N Satish, N Sundaram, M Patwary, R Prabhat, Adams, B Shahriari, K Swersky, Z Wang, R Adams, N De Freitas, Joaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes, Joaquin Vanschoren, Jan Van Rijn, Bernd Bischl, Luis Torgo, Katherine Wolstencroft, Robert Haines, Donal Fellows, Alan Williams, David Withers, Stuart Owen, Stian Soiland-Reyes, Ian Dunlop, Aleksandra Nenadic, Paul Fisher, W Aird, R Fisher, John Hunter, Arvind Krishnaa Jagannathan, Srikrishnan Suresh, Vishal Gautham Venkataraaman, T Lindsay, A Sustar, M Dickinson, George Whitesides, Mark James, Abraham, Teemu Murtola, Roland Schulz, Szilrd Pll, Jeremy Smith, Berk Hess, Erik Lindahl, B R Brooks, C L Brooks, Iii Mackerell, L Nilsson, R J Petrella, B Roux, Y Won, G Archontis, C Bartels, S Boresch, L Caflisch, Q Caves, A R Cui, M Dinner, S Feig, J Fischer, M Gao, W Hodoscek, K Im, T Kuczera, J Lazaridis, V Ma, E Ovchinnikov, R Paci, C B Pastor, J Z Post, M Pu, B Schaefer, R M Tidor, H L Venable, X Woodcock, W Wu, D M Yang, M York, Karplus, Thomas David A Case, Tom Cheatham, Holger Darden, Ray Gohlke, Luo, Kenneth M Merz, Alexey Jr, Carlos Onufriev, Bing Simmerling, Robert Wang, Woods, T Cheatham, D Roe, Jeffrey Dean, Sanjay Ghemawat, D Lisandro, Rodrigo Dalcin, Pablo Paz, Kler, Lisandro Dalcn, Rodrigo Paz, Mario Storti, Richard Gowers, Max Linke, Jonathan Barnoud, J Tyler, Manuel Reddy, Sean Melo, Seyler, Jan David L Dotson, Sbastien Domaski, Ian Buchoux, Oliver Kenney, Beckstein, Pu Liu, Dimitris Agrafiotis, Douglas Theobald, Naveen Michaud-Agrawal, Elizabeth Denning, Thomas Woolf, Oliver Beckstein, Cameron Mura, Charles Mcanany, R Daniel, Thomas Roe, Iii Cheatham, Matthew Rocklin, L Sean, Oliver Seyler, Beckstein, T Tu, C Rendleman, D Borhani, R Dror, J Gullingsrud, J Mo Jensen, P Klepeis, P Maragakis, K Miller, David Stafford, Shaw, Stefan Van Der Walt, S Colbert, Gael Varoquaux, Karen Aardal, A Cor, Arjen Hurkens, Lenstra, Lennart Augustsson, Stefan Behnel, Robert Bradshaw, Dag Sverre, Seljebotn, Leo Bachmair, Ta Chen, I Ramakrishnan, Siva Anantharaman, Jacques Chabin, Dan Benanav, Deepak Kapur, Paliath Narendran, James Bond, Michael Clausen, Albrecht Fortenbacher, Jim Christian, J Dongarra, Jeremy Croz, Sven Hammarling, I Duff, Jack Dongarra, Jeremy Croz, Sven Hammarling, Richard Hanson, S Eker, K Fukuda, T Matsui, Fabrice Le, Fessant, Luc Maranget, Albert Grf, John Hopcroft, Richard Karp, E Kounalis, D Lugiez, Hlne Kirchner, Pierre-Etienne Moreau, Manuel Krebber, J Lambert, C Lawson, R Hanson, D Kincaid, F Krogh, D Lugiez, J Moysset, Luc Maranget, Aaron Meurer, Christopher Smith, Mateusz Paprocki, Ondej ertk, B Sergey, Matthew Kirpichev, Amit Rocklin, Sergiu Kumar, Jason Ivanov, Sartaj Moore, Thilina Singh, Sean Rathnayake, Brian Vig, Richard Granger, Francesco Muller, Harsh Bonazzi, Shivam Gupta, Fredrik Vats, Fabian Johansson, Matthew Pedregosa, Andy Curry, tpn Terrel, Ashutosh Rouka, Isuru Saboo, Sumith Fernando, Robert Kulal, Anthony Cimrman, Scopatz, Takeaki Uno, Robert Weinstock, Ak Ahuja, M Behrend, Kuroda, Ms Humayun, Weiland, Bunker, El Berson, Bromley, Hayes, Roderick, Beyeler, G Rokem, Boynton, Fine, Cruz Da, J Dorn, G Ms Humayun, J Dagnelie, P-O Handa, J-A Barale, Sahel, F Stanga, Hafezi, Safran, C Fine, Cepko, Landy, Horsager, Sh Greenwald, Weiland, Ms Humayun, Greenberg, G Mcmahon, Boynton, Fine, M M S Humayun, E Prince, Jr De Juan, Y Barron, M Moskowitz, I B Klock, A H Milam, Nm Jansonius, B Nevalainen, L Selig, P Zangwill, W Sample, Budde, Jonas, Wa Lagrze, Pj Airaksinen, Vonthein, Keshavan, I Datta, C Mcdonough, K Madan, Jordan, Henry, Klckner, Y Pinto, B Lee, P Catanzaro, Ivanov, Fasih, Sk Lam, Pitrou, Seibert, Marc, Jones, Marc, C Jones, Watt, Strettoi, Mazzoni, Novelli, Strettoi, Nanduri, Fine, G Horsager, Boynton, Ms Humayun, Greenberg, Weiland, S Van Der Walt, J Schnberger, F Nunze-Iglesias, Boulogne, N Warner, E Yager, Gouillart, K Stingl, D Bartz-Schmidt, Besch, C Chee, F Cottriall, M Gekeler, Groppe, Jackson, Maclaren, Koitschev, Rv Shannon, Santos, Humayun, Juan De, Rj Greenburg, Marsh, Klock, Milam, Jd Weiland, St Walston, Humayun, M Alnaes, A Logg, K lgaard, M Rognes, G Wells, Y Baba, V Rakov, T Brandvik, G Pullan, A Crdenas, W Karplus, K Datta, M Murphy, V Volkov, S Williams, J Carter, L Oliker, D Patterson, J Shalf, K Yelick, P Farrell, D Ham, S Funke, M Rognes, T Henretty, R Veras, F Franchetti, L.-N Pouchet, J Ramanujam, P Sadayappan, Y Liu, M Sen, M Louboutin, M Lange, F Herrmann, N Kukreja, G Gorman, M Louboutin, M Lange, F Luporini, N Kukreja, F Herrmann, P Velesko, G Gorman, J Mccalpin, A Meurer, C Smith, M Paprocki, O ertk, S Kirpichev, M Rocklin, A Kumar, S Ivanov, J Moore, S Singh, T Rathnayake, S Vig, B Granger, R Muller, F Bonazzi, H Gupta, S Vats, F Johansson, F Pedregosa, M Curry, A Terrel, Rouka, A Saboo, I Fernando, S Kulal, R Cimrman, A Scopatz, J Peir, S Sherwin, M Rai, P Moin, F Rathgeber, D Ham, L Mitchell, M Lange, F Luporini, A Mcrae, G Bercea, G Markall, P Kelly, Y Umetani, R Van Engelen, L Wolters, G Cats, J Virieux, S Operto, C Yount, C Yount, J Tobin, A Breuer, A Duran, Y Zhang, F Mueller, Kazunori Adachi, Satoshi Fujita, Atsushi Yoshida, Hiroshi Sakagami, Noriaki Koshikawa, Masayuki Kobayashi, Mit Balvantray Bhavsar, Ralf Heinrich, Andreas Stumpner, Rasmus Bro, K Age, Smilde, Ming-Yi Chou, Ryunosuke Amo, Masae Kinoshita, Bor-Wei Cherng, Hideaki Shimazaki, Masakazu Agetsuma, Toshiyuki Shiraki, Tazu Aoki, Mikako Takahoko, Masako Yamazaki, Shin-Ichi Higashijima, Hitoshi Okamoto, Michale Fee, Partha Mitra, David Kleinfeld, A Asif, Ghazanfar, X Joost, Kari Maier, Nikos Hoffman, Logothetis, J-P Gurden, Tassin, Jay, Arnold Heynen, Mark Bear, Mary Keith B Hengen, Stephen Lambo, Donald Van Hooser, Gina Katz, Turrigiano, Mackenzie Allen, Howard, John Lr Rubenstein, Scott Baraban, J Hunter, Leslie Darrel C Ince, John Hatton, Graham-Cumming, Lauren Jones, Alfredo Fontanini, Brian Sadacca, Paul Miller, Donald Katz, S Donald B Katz, Miguel Simon, Nicolelis, S Michael, Lewicki, Iii William A Liberti, Jeffrey Markowitz, Nathan Perkins, Derek Liberti, Grigori Daniel P Leman, Tarciso Guitchounts, Darrell Velho, Carlos Kotton, Timothy Lois, Gardner, Jennifer X Li, Joost Maier, Emily Reid, Donald Katz, Barry David A Mccormick, James Connors, David Lighthall, Prince, Erika Pastrana, Yangfan Peng, Barreda Toms, J Federico, Constantin Klisch, Imre Vida, Jrg Rp Geiger, F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, M Blondel, P Prettenhofer, R Weiss, V Dubourg, J Vanderplas, A Passos, D Cournapeau, M Brucher, M Perrot, E Duchesnay, Zoltan R Quian Quiroga, Yoram Nadasdy, Ben-Shaul, Joshua Siegle, Gregory Hale, Jonathan Newman, Jakob Voigts, Mark Stopfer, Vivek Jayaraman, Gilles Laurent, Brian Sadacca, Narendra Mukherjee, Tony Vladusich, Jennifer Li, Donald Katz, Paul Miller, O Tange, Frank Wood, J Michael, Carlos Black, Matthew Vargas-Irwin, John Fellows, Donoghue, Yingxue Wang, Sandro Romani, Brian Lustig, Anthony Leonardo, Eva Pastalkova, Yokota, Eguchi, Hiraba, Jean-Yves Audibert, Sbastien Bubeck, Xi Chen, Paul Bennett, Kevyn Collins-Thompson, Eric Horvitz, Rui Castro, Rebecca Willett, Robert Nowak, Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, Li Fei-Fei, Sanjoy Dasgupta, Daniel Hsu, Claire Monteleoni, Victor Gabillon, Mohammad Ghavamzadeh, Alessandro Lazaric, Charles Ar Hoare, Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, Kevin Jamieson, Lalit Jain, Chris Fernandez, Nicholas Glattard, Rob Nowak, Lalit Jain, Kevin Jamieson, Rob Nowak, Kevin Jamieson, Matthew Malloy, Robert Nowak, Sbastien Bubeck, Kwang-Sung Jun, Emilie Kaufmann, Shivaram Kalyanakrishnan, Martina Rau, Blake Mason, Robert Nowak, Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich, Yisong Yue, Josef Broder, Robert Kleinberg, Thorsten Joachims, Martin Asplund, Nicolas Grevesse, A Sauval, Pat Scott, P Thomas, Erik Robitaille, Perry Tollerud, Michael Greenfield, Erik Droettboom, Tom Bray, Matt Aldcroft, Adam Davis, Adrian Ginsburg, Wolfgang Price-Whelan, Alexander Kerzendorf, Neil Conley, Kyle Crighton, Demitri Barbary, Henry Muna, Frdric Ferguson, Grollier, M Madhura, Parikh, H Prasanth, Hans Nair, Christoph Unther, Julien Deil, Simon Woillez, Roban Conseil, James Kramer, Leo Turner, Ryan Singer, Benjamin Fox, Victor Weaver, Zachary Zabalza, K Edwards, D Bostroem, Andrew Burke, Steven Casey, Nadia Crawford, Justin Dencheva, Tim Ely, Kathleen Jenness, Pey Labrie, Lian Lim, Francesco Pierfederici, Andrew Pontzen, Andy Ptak, Brian Refsdal, Mathieu Servillat, Ole Streicher, K Dere, E Landi, H Mason, B Monsignori Fossi, P Young, K Dere, E Landi, P Young, G Del Zanna, M Landini, H Mason, K Dere, E Landi, P Young, G Del Zanna, G Del Zanna, K Dere, P Young, E Landi, H Mason, S Freeland, B Handy, U Feldman, P Mandelbaum, J Seely, G Doschek, H Gursky, Naoki Itoh, Tsuyoshi Sakamoto, Shugo Kusano, Satoshi Nozawa, Yasuharu Kohyama, W Karzas, R Latter, E Landi, G Del Zanna, P Young, K Dere, H Mason, M Landini, E Landi, G Del Zanna, P Young, K Dere, H Mason, E Landi, U Feldman, K Dere, E Landi, M Landini, K Dere, P Young, H Mason, E Landi, K Phillips, E Landi, P Young, E Landi, P Young, K Dere, G Del Zanna, H Mason, Sunpy Community, Stuart Mumford, Steven Christe, David Prez-Surez, Jack Ireland, Albert Shih, Andrew Inglis, Simon Liedtke, Russell Hewett, Florian Mayer, Keith Hughitt, Nabil Freij, Tomas Meszaros, Samuel Bennett, Michael Malocha, John Evans, Ankit Agrawal, Andrew Leonard, Thomas Robitaille, Benjamin Mampaey, Jose Ivn Campos-Rozo, Michael Kirk, Ralph Sutherland, D Verner, D Yakovlev, P Young, K Dere, E Landi, G Del Zanna, H Mason, P Young, G Del Zanna, E Landi, K Dere, H Mason, M Landini, P Young, E Landi, P Young, E Landi, R Thomas - SciPy 2017 被引用: 6

Python package for solving optimization problems with sparsity-inducing regularization, consisting primarily of sparse coding and dictionary learning, for both standard and convolutional forms of sparse representation. In the current version, all optimization problems are solved within the Alternating Direction Method of Multipliers (ADMM) framework. SPORCO was developed for applications in signal and image processing, but is also expected to be useful for problems in computer vision, statistics, and machine learning.