Proceedings of the 17th Python in Science Conference

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

https://doi.org/10.6084/m9.figshare.6814052

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

Posters and Slides

Accepted Paper Slides¶

Addressing Multithreading and Multiprocessing in Transparent and Pythonic Methods

Addressing Multithreading and Multiprocessing in Transparent and Pythonic Methods

Apache Arrow: A Cross-Language Development Platform for In-memory Data

Apache Arrow: A Cross-Language Development Platform for In-memory Data

Binder 2.0: The Next Generation of Reproducible Scientific Environments with repo2docker and BinderHub

Binder 2.0: The Next Generation of Reproducible Scientific Environments with repo2docker and BinderHub

Bringing ipywidgets Support to plotly.py

Bringing ipywidgets Support to plotly.py

Building an object-oriented Python interface for the Generic Mapping Tools

Building an object-oriented Python interface for the Generic Mapping Tools

cis_interface: A Python package for connecting scientific models across scales and languages

cis_interface: A Python package for connecting scientific models across scales and languages

Cloudknot: A Python library to run your existing code on AWS Batch

Cloudknot: A Python library to run your existing code on AWS Batch

Convex Optimization in Python with CVXPY

Convex Optimization in Python with CVXPY

Data Visualization for Scientists

Data Visualization for Scientists

dask-ml: scalable machine learning

dask-ml: scalable machine learning

Detecting anomalies using statistical distances

Detecting anomalies using statistical distances

Development of MetPy’s Declarative Plotting Interface

Development of MetPy’s Declarative Plotting Interface

Devops Empowered Data Science with Ansible

Devops Empowered Data Science with Ansible

Harnessing the Power of Scientific Python to Investigate the Biogeochemistry of the South Pacific

Harnessing the Power of Scientific Python to Investigate the Biogeochemistry of the South Pacific

Econ-ARK and HARK: Open Source Tools for Computational Economics

Econ-ARK and HARK: Open Source Tools for Computational Economics

ITK: The Insight Segmentation and Registration Toolkit

ITK: The Insight Segmentation and Registration Toolkit

Jupyter Notebook Driven Development with PYNT (PYthon iNTeractive)

Jupyter Notebook Driven Development with PYNT (PYthon iNTeractive)

Learning mechanical vibrations through computation thinking

Learning mechanical vibrations through computation thinking

Pangeo: A Big-data Ecosystem for Scalable Earth System Science

Pangeo: A Big-data Ecosystem for Scalable Earth System Science

Parsl: Enabling Scalable Interactive Computing in Python

Parsl: Enabling Scalable Interactive Computing in Python

Safe Handling Instructions for Missing Data

Safe Handling Instructions for Missing Data

Scalable Computer Vision with Aerial and Satellite Imagery

Scalable Computer Vision with Aerial and Satellite Imagery

scikit-build: A Build System Generator for CPython C/C++/Fortran/Cython Extensions

scikit-build: A Build System Generator for CPython C/C++/Fortran/Cython Extensions

Resurrecting Ancient Proteins in Python

Resurrecting Ancient Proteins in Python

SatPy - A Python Library for Weather Satellite Imagery

SatPy - A Python Library for Weather Satellite Imagery

Should this Drug be Approved? A Bayesian’s Answer with Stan

Should this Drug be Approved? A Bayesian’s Answer with Stan

Sneaking Data into Containers with the Whole Tale

Sneaking Data into Containers with the Whole Tale

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Website for interacting with oceanographic data and numerical model output

Website for interacting with oceanographic data and numerical model output

Yaksh: Facilitating Learning by Doing

Yaksh: Facilitating Learning by Doing

Leveraging Jupyter, Rust, and WebAssembly for Browser-Based Visual Data Exploration

Leveraging Jupyter, Rust, and WebAssembly for Browser-Based Visual Data Exploration

Accepted Posters¶

itk-jupyter-widgets: Interactive 2D and 3D Image Visualization for Jupyter

itk-jupyter-widgets: Interactive 2D and 3D Image Visualization for Jupyter

PyKED: a Python-based tool supporting data analysis and experimental reproducibility in combustion

PyKED: a Python-based tool supporting data analysis and experimental reproducibility in combustion

Oxidizing Python: writing extensions in Rust

Oxidizing Python: writing extensions in Rust

SciPy Tools Plenaries¶

cartopy

cartopy

conda

conda

geopandas

geopandas

girder

girder