Proceedings of the 15th Python in Science Conference
Accepted Papers¶
Fitting Human Decision Making Models using Python
Alejandro Weinstein, Wael El-Deredy, Stéren Chabert, Myriam Fuentes
Functional Uncertainty Constrained by Law and Experiment
Andrew Fraser, Stephen Andrews
Composable Multi-Threading for Python Libraries
Anton Malakhov
Generalized earthquake classification
Ben Lasscock
cesium: Open-Source Platform for Time-Series Inference
Brett Naul, Stéfan van der Walt, Arien Crellin-Quick, Joshua Bloom, Fernando Pérez
UConnRCMPy: Python-based data analysis for Rapid Compression Machines
Bryan Weber, Chih-Jen Sung
Storing Reproducible Results from Computational Experiments using Scientific Python Packages
Christian Oxvig, Thomas Arildsen, Torben Larsen
datreant: persistent, Pythonic trees for heterogeneous data
David Dotson, Sean Seyler, Max Linke, Richard Gowers, Oliver Beckstein
Comparison of machine learning methods applied to birdsong element classification
David Nicholson
MONTE Python for Deep Space Navigation
William Jonathon Smith
The Climate Modelling Toolkit
Joy Monteiro, Rodrigo Caballero
Tell Me Something I Don’t Know: Analyzing OkCupid Profiles
Juan Shishido, Jaya Narasimhan, Matar Haller
PyTeCK: a Python-based automatic testing package for chemical kinetic models
Kyle Niemeyer
Linting science prose and the science of prose linting
Michael Pacer, Jordan Suchow
MDAnalysis: A Python Package for the Rapid Analysis of Molecular Dynamics Simulations
Richard Gowers, Max Linke, Jonathan Barnoud, Tyler Reddy, Manuel Melo, Sean Seyler, Jan Domański, David Dotson, Sébastien Buchoux, Ian Kenney, Oliver Beckstein
Validating Function Arguments in Python Signal Processing Applications
Patrick Pedersen, Christian Oxvig, Jan Østergaard, Torben Larsen
Spreading the Adoption of Python in India: the FOSSEE Python Project
Prabhu Ramachandran
PySPH: a reproducible and high-performance framework for smoothed particle hydrodynamics
Prabhu Ramachandran
An Ecological Approach to Software Supply Chain Risk Management
Sebastian Benthall, Travis Pinney, JC Herz, Kit Plummer
Launching Python Applications on Peta-scale Massively Parallel Systems
Yu Feng, Nick Hand