Proceedings of the 20th Python in Science Conference
Accepted Papers¶
How PDFrw and fillable forms improves throughput at a Covid-19 Vaccine Clinic
Haw-minn Lu, José Unpingco
Using Python for Analysis and Verification of Mixed-mode Signal Chains
Mark Thoren, Cristina Suteu
Modernizing computing by structural biologists with Jupyter and Colab
Blaine Mooers
signac: Data Management and Workflows for Computational Researchers
Bradley Dice, Brandon Butler, Vyas Ramasubramani, Alyssa Travitz, Michael Henry, Hardik Ojha, Kelly Wang, Carl Adorf, Eric Jankowski, Sharon Glotzer
Accelerating Spectroscopic Data Processing Using Python and GPUs on NERSC Supercomputers
Daniel Margala, Laurie Stephey, Rollin Thomas, Stephen Bailey
MPI-parallel Molecular Dynamics Trajectory Analysis with the H5MD Format in the MDAnalysis Python Package
Edis Jakupovic, Oliver Beckstein
Natural Language Processing with Pandas DataFrames
Frederick Reiss, Bryan Cutler, Zachary Eichenberger
CLAIMED, a visual and scalable component library for Trusted AI
Romeo Kienzler, Ivan Nesic
PyCID: A Python Library for Causal Influence Diagrams
James Fox, Tom Everitt, Ryan Carey, Eric Langlois, Alessandro Abate, Michael Wooldridge
Social Media Analysis using Natural Language Processing Techniques
Jyotika Singh
PyBMRB: Data visualization tool for BioMagResBank
Kumaran Baskaran, Jonathan Wedell, Eldon Ulrich, Jeffery Hoch, John Markley
Conformal Mappings with SymPy: Towards Python-driven Analytical Modeling in Physics
Zoufiné Lauer-Baré, Erich Gaertig
Programmatically Identifying Cognitive Biases Present in Software Development
Amanda Kraft, Matthew Widjaja, Trevor Sands, Brad Galego
How PDFrw and fillable forms improves throughput at a Covid-19 Vaccine Clinic
Haw-minn Lu, José Unpingco
PyRSB: Portable Performance on Multithreaded Sparse BLAS Operations
Michele Martone, Simone Bacchio
Classification of Diffuse Subcellular Morphologies
Neelima Pulagam, Marcus Hill, Mojtaba Fazli, Rachel Mattson, Meekail Zain, Andrew Durden, Frederick Quinn, S Chennubhotla, Shannon Quinn
Monitoring Scientific Python Usage on a Supercomputer
Rollin Thomas, Laurie Stephey, Annette Greiner, Brandon Cook
Training machine learning models faster with Dask
Joesph Holt, Scott Sievert
Multithreaded parallel Python through OpenMP support in Numba
Todd Anderson, Tim Mattson
CNN Based ToF Image Processing
Marian-Leontin Pop, Szilard Molnar, Alexandru Pop, Benjamin Kelenyi, Levente Tamas, Andrei Cozma
Cell Tracking in 3D using deep learning segmentations
Varun Kapoor, Claudia Carabaña