Accepted Paper Slides
- Better and Faster Hyperparameter Optimization with Dask, Scott Sievert, and Tom Augspurger, and Matthew Rocklin
- Multi-dimensional linked-data exploration with glue, Thomas Robitaille
- To a Billion and Beyond: How to Visually Explore, Compare and Share Large Quantitative Datasets with HiGlass, Peter Kerpedjiev, and Nezar Abdennur, and Fritz Lekschas
- Inside NumPy: Preparing for the next decade, Ralf Gommers, and Sebastian Berg, and Matti Picus, and Tyler Reddy, and Stéfan van der Walt, and Charles Harris
- Turning HPC Systems into Interactive Data Analysis Platforms using Jupyter and Dask, Anderson Banihirwe, and Matthew Rocklin, and Joseph Hamman, and Julia Kent, and Kevin Paul
- Visualization of Bioinformatics Data with Dash Bio, Shammamah Hossain
- Optimizing Python-Based Spectroscopic Data Processing on NERSC Supercomputers, Laurie A. Stephey, and Rollin C. Thomas, and Stephen J. Bailey
- Building and Replicating Models of Visual Search Behavior with Tensorflow and the Scientific Python Stack, David Nicholson
Accepted Posters
- PyMeasRF: Automating RF Device Measurements Using Python, Jackson Anderson, and Dana Weinstein
- A Pythonic Equivalent Circuit Model for Battery Research, Gavin Wiggins, and Srikanth Allu, and Hsin Wang
- An intelligent shopping list based on the application of partitioning and machine learning algorithms, Nadia Tahiri, and Bogdan Mazoure, and Vladimir Makarenkov
- Python Workflow for High-Fidelity Modeling of Overland Hydrocarbon Flows with GeoClaw and Cloud Computing, Pi-Yueh Chuang, and Tracy Thorleifson, and Lorena A. Barba
- The PyDataWeaver: A data integration platform, Henry Senyondo, and Andrew Zhang, and Ethan P. White
- pyhf: a pure Python statistical fitting library for High Energy Physics with tensors and autograd, Matthew Feickert, and Lukas Heinrich, and Giordon Stark, and Kyle Cranmer
- Using Python to Model Biomass Pyrolysis Reactors, Gavin Wiggins
- Class-based ODE solvers and event detection in SciPy, David R Hagen, and Nikolay Mayorov
SciPy Tools Plenaries
- SciPy: not just a conference!, Matt Haberland
Lightning Talks
- The Mouse Aging Cell Atlas: cell biology meets Python, The Tabula Muris consortium, and Angela Oliveira Pisco, and Nicholas Schaum, and Aaron McGeever, and Jim Karkanias, and Norma F. Neff, and Spyros Darmanis, and Tony Wyss-Coray, and Stephen R. Quake
- Automated Annotation of Animal Vocalizations, David Nicholson
- US Research Software Sustainability Institute (URSSI) Pilot 'Summer' School, Kyle E. Niemeyer, and Jeffrey Carver, and Karthik Ram