Posters and Slides
Accepted Paper Slides¶
Better and Faster Hyperparameter Optimization with Dask
Scott Sievert, Tom Augspurger, 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, Nezar Abdennur, Fritz Lekschas
Inside NumPy: Preparing for the next decade
Ralf Gommers, Sebastian Berg, Matti Picus, Tyler Reddy, Stéfan van der Walt, Charles Harris
Turning HPC Systems into Interactive Data Analysis Platforms using Jupyter and Dask
Anderson Banihirwe, Matthew Rocklin, Joseph Hamman, Julia Kent, Kevin Paul
Visualization of Bioinformatics Data with Dash Bio
Shammamah Hossain
Optimizing Python-Based Spectroscopic Data Processing on NERSC Supercomputers
Laurie A. Stephey, Rollin C. Thomas, 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, Dana Weinstein
A Pythonic Equivalent Circuit Model for Battery Research
Gavin Wiggins, Srikanth Allu, Hsin Wang
An intelligent shopping list based on the application of partitioning and machine learning algorithms
Nadia Tahiri, Bogdan Mazoure, Vladimir Makarenkov
Python Workflow for High-Fidelity Modeling of Overland Hydrocarbon Flows with GeoClaw and Cloud Computing
Pi-Yueh Chuang, Tracy Thorleifson, Lorena A. Barba
The PyDataWeaver: A data integration platform
Henry Senyondo, Andrew Zhang, Ethan P. White
pyhf: a pure Python statistical fitting library for High Energy Physics with tensors and autograd
Matthew Feickert, Lukas Heinrich, Giordon Stark, Kyle Cranmer
Using Python to Model Biomass Pyrolysis Reactors
Gavin Wiggins
Class-based ODE solvers and event detection in SciPy
David R Hagen, 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, Angela Oliveira Pisco, Nicholas Schaum, Aaron McGeever, Jim Karkanias, Norma F. Neff, Spyros Darmanis, Tony Wyss-Coray, Stephen R. Quake
Automated Annotation of Animal Vocalizations
David Nicholson
US Research Software Sustainability Institute (URSSI) Pilot ‘Summer’ School
Kyle E. Niemeyer, Jeffrey Carver, Karthik Ram