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Proceedings of the 9th Python in Science Conference (SciPy 2010)

Stéfan van der Walt, Jarrod Millman

June 28 - July 3

Austin, Texas

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Articles

Preface 1
Stéfan van der Walt, Jarrod Millman

Theano: A CPU and GPU Math Compiler in Python 3
James Bergstra, Olivier Breuleux, Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, Guillaume Desjardins, Joseph Turian, David Warde-Farley, Yoshua Bengio

Protein Folding with Python on Supercomputers 11
Jan H. Meinke

PySPH: A Python Framework for Smoothed Particle Hydrodynamics 16
Prabhu Ramachandran, Chandrashekhar Kaushik

A High Performance Robot Vision Algorithm Implemented in Python 21
Steven C. Colbert, Gregor Franz, Konrad Woellhaf, Redwan Alqasemi, Rajiv Dubey

A Programmatic Interface for Particle Plasma Simulation in Python 27
Min Ragan-Kelley, John Verboncoeur

Keeping the Chandra Satellite Cool with Python 30
Tom Aldcroft

Using Python with Smoke and JWST Mirrors 35
Warren J. Hack, Perry Greenfield, Babak Saif, Bente Eegholm

SpacePy - A Python-based Library of Tools for the Space Sciences 39
Steven K. Morley, Daniel T. Welling, Josef Koller, Brian A. Larsen, Michael G. Henderson, Jonathan Niehof

Rebuilding the Hubble Exposure Time Calculator 46
Perry Greenfield, Ivo Busko, Rosa Diaz, Vicki Laidler, Todd Miller, Mark Sienkiewicz, Megan Sosey

Data Structures for Statistical Computing in Python 51
Wes McKinney

Statsmodels: Econometric and Statistical Modeling with Python 57
Skipper Seabold, Josef Perktold

Divisi: Learning from Semantic Networks and Sparse SVD 62
Rob Speer, Kenneth Arnold, Catherine Havasi

Audio-Visual Speech Recognition using SciPy 68
Helge Reikeras, Ben Herbst, Johan du Preez, Herman Engelbrecht

Unusual Relationships: Python and Weaver Birds 75
Kadambari Devarajan, Maria A. Echeverry-Galvis, Rajmonda Sulo, Jennifer K. Peterson

Numerical Pyromaniacs: The Use of Python in Fire Research 80
Kristopher Overholt

Modeling Sudoku Puzzles with Python 84
Sean Davis, Matthew Henderson, Andrew Smith

Weather Forecast Accuracy Analysis 91
Eric Floehr