Proceedings of the 12th Python in Science Conference
Accepted Papers¶
Preface
Andy Terrel, Jonathan Rocher
DMTCP: Bringing Checkpoint-Restart to Python
Kapil Arya, Gene Cooperman
Multidimensional Data Exploration with Glue
Christopher Beaumont, Thomas Robitaille, Alyssa Goodman, Michelle Borkin
Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms
James Bergstra, Dan Yamins, David Cox
SkData: Data Sets and Algorithm Evaluation Protocols in Python
James Bergstra, Nicolas Pinto, David Cox
Using Python to Study Rotational Velocity Distributions of Hot Stars
Gustavo Bragança, Simone Daflon, Katia Cunha, Thomas Bensby, Sally Oey, Gregory Walth
Automating Quantitative Confocal Microscopy Analysis
Mark Fenner, Barbara Fenner
Detection and characterization of interactions of genetic risk factors in disease
Patricia Francis-Lyon, Shashank Belvadi, Fu-Yuan Cheng
Pythran: Enabling Static Optimization of Scientific Python Programs
Serge Guelton, Pierrick Brunet, Alan Raynaud, Adrien Merlini, Mehdi Amini
Adapted G-mode Clustering Method applied to Asteroid Taxonomy
Pedro Hasselmann, Jorge Carvano, Daniela Lazzaro
Ginga: an open-source astronomical image viewer and toolkit
Eric Jeschke
Exploring Collaborative HPC Visualization Workflows using VisIt and Python
Hari Krishnan, Cyrus Harrison, Brad Whitlock, David Pugmire, Hank Childs
SunPy: Python for Solar Physicists
Stuart Mumford, David Pérez-Suárez, Steven Christe, Florian Mayer, Russell Hewett
Reproducible Documents with PythonTeX
Geoffrey Poore
lpEdit: an editor to facilitate reproducible analysis via literate programming
Adam Richards, Andrzej Kosinski, Camille Bonneaud, Delphine Legrand, Kouros Owzar
GraphTerm: A notebook-like graphical terminal interface for collaboration and inline data visualization
Ramalingam Saravanan
Modeling the Earth with Fatiando a Terra
Leonardo Uieda, Vanderlei Oliveira, Valéria Barbosa