Journal of Machine Learning Research 8 (2007) 2443-2466 Submitted 7/07; Published 10/07 The Need for Open Source Software in Machine Learning Sor¨ en Sonnenburg∗
[email protected] Fraunhofer Institute FIRST Kekulestr. 7 12489 Berlin, Germany Mikio L. Braun∗
[email protected] Technical University Berlin Franklinstr. 28/29 10587 Berlin, Germany Cheng Soon Ong∗
[email protected] Friedrich Miescher Laboratory Max Planck Society Spemannstr. 39 72076 Tubing¨ en, Germany Samy Bengio
[email protected] Google 1600 Amphitheatre Pkwy, Building 47-171D Mountain View, CA 94043, USA Leon Bottou
[email protected] NEC Laboratories America, Inc. 4 Independence Way Suite 200 Princeton NJ 08540 , USA Geoffrey Holmes
[email protected] Department of Computer Science University of Waikato Hamilton, New Zealand Yann LeCun
[email protected] New York University 715 Broadway New York, NY 10003, USA Klaus-Robert Muller¨
[email protected] Technical University Berlin Franklinstr. 28/29 10587 Berlin, Germany Fernando Pereira
[email protected] University of Pennsylvania 3330 Walnut Street Philadelphia, PA 19104, USA Carl Edward Rasmussen
[email protected] Department of Engineering Trumpington Street Cambridge, CB2 1PZ, United Kingdom ∗. The first three authors contributed equally. c 2007 Soren¨ Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoffrey Holmes, Yann LeCun, Klaus- Robert Muller¨ , Fernando Pereira, Carl Edward Rasmussen, Gunnar Ratsch,¨ Bernhard Scholk¨ opf, Alexander Smola, Pascal Vincent, Jason Weston and Robert Williamson. SONNENBURG, BRAUN, ONG, ET AL. Gunnar Ratsch¨
[email protected] Friedrich Miescher Laboratory Max Planck Society Spemannstr.