Proceedings of the 17th Python in Science Conference
Accepted Papers¶
Dynamic Social Network Modeling of Diffuse Subcellular Morphologies
Andrew Durden, Allyson Loy, Barbara Reaves, Mojtaba Fazli, Abigail Courtney, Frederick Quinn, S Chennubhotla, Shannon Quinn
Cloudknot: A Python Library to Run your Existing Code on AWS Batch
Adam Richie-Halford, Ariel Rokem
Equity, Scalability, and Sustainability of Data Science Infrastructure
Anthony Suen, Laura Norén, Alan Liang, Andrea Tu
Composable Multi-Threading and Multi-Processing for Numeric Libraries
Anton Malakhov, David Liu, Anton Gorshkov, Terry Wilmarth
The Econ-ARK and HARK: Open Source Tools for Computational Economics
Christopher Carroll, Alexander Kaufman, Jacqueline Kazil, Nathan Palmer, Matthew White
Developing a Start-to-Finish Pipeline for Accelerometer-Based Activity Recognition Using Long Short-Term Memory Recurrent Neural Networks
Christian McDaniel, Shannon Quinn
Practical Applications of Astropy
David Shupe, Frank Masci, Russ Laher, Ben Rusholme, Lee Armus
EarthSim: Flexible Environmental Simulation Workflows Entirely Within Jupyter Notebooks
Dharhas Pothina, Philipp Rudiger, James Bednar, Scott Christensen, Kevin Winters, Kimberly Pevey, Christopher Ball, Gregory Brener
Safe handling instructions for missing data
Dillon Niederhut
Text and data mining scientific articles with allofplos
Elizabeth Seiver, M Pacer, Sebastian Bassi
Sparse: A more modern sparse array library
Hameer Abbasi
Bringing ipywidgets Support to plotly.py
Jon Mease
WrightSim: Using PyCUDA to Simulate Multidimensional Spectra
Kyle Sunden, Blaise Thompson, John Wright
Exploring the Extended Kalman Filter for GPS Positioning Using Simulated User and Satellite Track Data
Mark Wickert, Chiranth Siddappa
Real-Time Digital Signal Processing Using pyaudio_helper and the ipywidgets
Mark Wickert
Organic Molecules in Space: Insights from the NASA Ames Molecular Database in the era of the James Webb Space Telescope
Matthew Shannon, Christiaan Boersma
Harnessing the Power of Scientific Python to Investigate Biogeochemistry and Metaproteomes of the Central Pacific Ocean
Noelle Held, Jaclyn Saunders, Joe Futrelle, Mak Saito
Binder 2.0 - Reproducible, interactive, sharable environments for science at scale
Project Jupyter, Matthias Bussonnier, Jessica Forde, Jeremy Freeman, Brian Granger, Tim Head, Chris Holdgraf, Kyle Kelley, Gladys Nalvarte, Andrew Osheroff, M Pacer, Yuvi Panda, Fernando Perez, Benjamin Ragan-Kelley, Carol Willing
Spatio-temporal analysis of socioeconomic neighborhoods: The Open Source Longitudinal Neighborhood Analysis Package (OSLNAP)
Sergio Rey, Elijah Knaap, Su Han, Levi Wolf, Wei Kang
Design and Implementation of pyPRISM: A Polymer Liquid-State Theory Framework
Tyler Martin, Thomas Gartner, Ronald Jones, Chad Snyder, Arthi Jayaraman
A Bayesian’s journey to a better research workflow
Konstantinos Vamvourellis, Marianne Corvellec
Scalable Feature Extraction with Aerial and Satellite Imagery
Virginia Ng, Daniel Hofmann
signac: A Python framework for data and workflow management
Vyas Ramasubramani, Carl Adorf, Paul Dodd, Bradley Dice, Sharon Glotzer
Yaksh: Facilitating Learning by Doing
Prabhu Ramachandran, Prathamesh Salunke, Ankit Javalkar, Aditya Palaparthy, Mahesh Gudi, Hardik Ghaghada