Posters and Slides
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Accepted Paper Slides¶
Addressing Multithreading and Multiprocessing in Transparent and Pythonic Methods
David Liu, Anton Malakhov
Apache Arrow: A Cross-Language Development Platform for In-memory Data
Wes McKinney
Binder 2.0: The Next Generation of Reproducible Scientific Environments with repo2docker and BinderHub
Chris Holdgraf, Min Ragan-Kelley
Bringing ipywidgets Support to plotly.py
Jon Mease
Building an object-oriented Python interface for the Generic Mapping Tools
Leonardo Uieda
cis_interface: A Python package for connecting scientific models across scales and languages
Meagan Lang
Cloudknot: A Python library to run your existing code on AWS Batch
Adam Richie-Halford
Convex Optimization in Python with CVXPY
Data Visualization for Scientists
Zan Armstrong
dask-ml: scalable machine learning
Detecting anomalies using statistical distances
Charles Masson
Development of MetPy’s Declarative Plotting Interface
Devops Empowered Data Science with Ansible
Tim Hopper
Harnessing the Power of Scientific Python to Investigate the Biogeochemistry of the South Pacific
Noelle Held, Jaclyn Saunders
Econ-ARK and HARK: Open Source Tools for Computational Economics
Matthew N. White
ITK: The Insight Segmentation and Registration Toolkit
Matthew McCormick
Jupyter Notebook Driven Development with PYNT (PYthon iNTeractive)
Edward Banner
Learning mechanical vibrations through computation thinking
Jason Moore, Kenneth Lyons
Pangeo: A Big-data Ecosystem for Scalable Earth System Science
Joe Hamman
Parsl: Enabling Scalable Interactive Computing in Python
Kyle Chard
Safe Handling Instructions for Missing Data
Dillon Niederhut
Scalable Computer Vision with Aerial and Satellite Imagery
Virginia Ng
scikit-build: A Build System Generator for CPython C/C++/Fortran/Cython Extensions
Jean-Christophe Fillion-Robin
Resurrecting Ancient Proteins in Python
Zach Sailer
SatPy - A Python Library for Weather Satellite Imagery
David Hoese
Should this Drug be Approved? A Bayesian’s Answer with Stan
Konstantinos Vamvourellis, Marianne Corvellec
Sneaking Data into Containers with the Whole Tale
Kacper Kowalik
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Leland McInnes
Website for interacting with oceanographic data and numerical model output
Kristen Thyng
Yaksh: Facilitating Learning by Doing
Prabhu Ramachandran
Leveraging Jupyter, Rust, and WebAssembly for Browser-Based Visual Data Exploration
Madicken Munk
Accepted Posters¶
itk-jupyter-widgets: Interactive 2D and 3D Image Visualization for Jupyter
Matthew McCormick
PyKED: a Python-based tool supporting data analysis and experimental reproducibility in combustion
Kyle Niemeyer, Bryan Weber
Oxidizing Python: writing extensions in Rust
Luiz Irber
SciPy Tools Plenaries¶
cartopy
conda
geopandas
girder
jupyter
matplotlib
mayavi
numba
numpy
pandas
pymc3
pythonplot
pyviz
quest
scikit-image
sympy
vispy
xarray
xtensor
yt
Lightning Talks¶
Introducing JOSE: The Journal of Open Source Education
Kyle Niemeyer
Slicer, Python, Xeus and Jupyter
Jean-Christophe Fillion-Robin