Anatomy of Probabilistic Programming Languages

apricot: Submodular Selection for Data Summarization

Astropy Beyond Astronomy: Infrastructure of an Open Source Ecosystem

Better and Faster Hyper Parameter Optimization with Dask

Building & Replicating Models of Visual Search Behavior w/ Tensorflow, Nengo, & Scientific Python Stack

Chainer: A Deep Learning Framework for Fast Research & Applications

Challenges in Detecting Physiological Changes Using Wearable Sensor Data

Composing and Decomposing Quantum Chemistry Software: Transitioning a Field from ASCII Text to Relational Data Documents and Schema

CuPy: A NumPy Compatible Library for High Performance Computing with GPU

dask image:A Library for Distributed Image Processing

Day 2 SciPy Tools Plenary Session

Day 3 Lightning Talks

Day 3 SciPy Tools Plenary Session

Echopype: Enhancing the Interoperability and Scalability of Ocean Sonar Data Processing for Biological Information

Efficient Atmospheric Analogue Selection with Xarray and Dask

Experience Building Local Communities of Open Source Practices Users through The Carpentries' Membership Program

Fully Automated Behavioral Experiments on Cultural Transmission through Crowdsourcing

Generational Changes in Support for Gun Laws: A Case Study in Computational Statistics

Getting Lost in Community Building

How to Accelerate an Existing Codebase with Numba

How to Track Plastic in the Ocean? The Parcels Lagrangian Ocean Framework

Inequality of Underrepresented Groups in Core Project Leadership

Invisible Work, Incentives, & Burnout in Open Communities

Jupyter: Always Open for Learning and Discovery

Microscopium: Interactive Exploration of Large Imaging Datasets

Model Remodeling with Modern Deep Learning Frameworks

Multi Dimensional Linked Data Exploration with Glue

Panel: Turn any Notebook into a Deployable Dashboard

Parameter Estimation Using the Python Package pymcmcstat

Processing Extremely Large Images: Theory and Practice

PyDDA: A New Pythonic Package for Wind Retrievals

pyjanitor: Clean APIs for Cleaning Data

Python in Seismology at the National Earthquake Information Center: APIs and Applications

Raiders of the Pottery GAN: Using 3D Generative Adversarial Networks for Data Augmentation in Archaeological Studies

Real World Numba: Creating a Skeleton Analysis Library

Refactoring the SciPy Ecosystem for Heterogeneous Computing

Renewable Power Forecast Generation with Dask & Visualization with Bokeh

Scikit TDA: Topological Tools for the Python Ecosystem

Skorch: A Union of Scikit learn and PyTorch

Supporting Open Source Software for Science

Sustainable Open Source Community with NumFOCUS

The New Era in NLP

Turning HPC Systems into Interactive Data Analysis Platforms

Using a Stacking Model Ensemble Approach to Predict Rare Events

Work Open, Lead Open #WOLO for Sustainability

Xgcm: Analyzing General Circulation Models in Python

Day 2 Lightning Talks

Day 3 Welcome

Visual Diagnostics at Scale: More Informed Machine Learning with Large Datasets

A Geographers Journey into AI: Mapping Urban Trees from Scratch

Bayesian Data Science: Probabilistic Programming

Bayesian Statistics Made Simple

Complexity Science

Dashboarding with Jupyter Notebooks, Voila and Widgets

Data Analysis Tools for the James Webb Space Telescope: Confluence of Academia, NASA, & Open Source

Day 2 Welcome

Deep Learning Fundamentals: Forward Model, Differentiable Loss Function & Optimization Routine

Fast Gradient Boosting Decision Trees with PyGBM and Numba

freud: A Software Suite for High Throughput Analysis of Nanoscale Simulation Data

Getting Started with JupyterLab

Git “Hooked” On Images In Your Version Control & Up Your Documentation Game

imglyb: Bridging The Chasm Between ImageJ and NumPy

Inclusive Leadership: Engaging Contributors in the Long Term

Inside NumPy: Preparing for the Next Decade

Intermediate Methods for Geospatial Data Analysis

Intro to Bayesian Model Evaluation, Visualization, & Comparison Using ArviZ

Introduction to Data Processing in Python with Pandas

Introduction to Matplotlib

Introduction to Numerical Computing with NumPy

Introduction to Python

Land on Vector Spaces: Practical Linear Algebra with Python

Lightning Talks 2019-07-11

Lights Camera Action! Scrape, Explore, and Model to Predict Oscar Winners

ML.NET in Python with NimbusML

Modern Time Series Analysis

Optimizing Python Based Spectroscopic Data Processing on NERSC Supercomputers

Optuna: A Define by Run Hyperparameter Optimization Framework

Safe Handling Instructions for Probabilistic Classification

SciPy Tools Plenary Session

Starfish: Standardizing Pipelines for Image Based Transcriptomics

Test Research Code the Easy Way: By Generating Random Inputs with Hypothesis

Testing your Python Code with PyTest

The Invisible Work of Maintaining & Sustaining Open Source Software

To a Billion and Beyond: How to Visually Explore, Compare and Share Large Quantitative. Datasets with HiGlass

To Comment or Not to Comment? A Data Driven Look at Conflicting Attitudes Towards Commenting

Using Nix for Repeatable Python Environments

Using SatPy to Process Earth observing Satellite Data

Vaex: Out of Core Dataframes for Python

Visualization of Bioinformatics Data with Dash Bio

Visualize any Data Easily, from Notebooks to Dashboards

Xonsh: Bringing Python Data Science to your Shell

Zarr: Scalable Storage of Tensor Data for Use in Parallel and Distributed Computing

An Overview to Simulations and Generating Synthetic Data Sets

Escape from Auto manual Testing with Hypothesis!

Hands-on Satellite Imagery Analysis

Image Analysis in Python with SciPy and Scikit Image

Multi-dimensional Linked Data Exploration with Glue (Tutorial)

Network Analysis Made Simple

RAPIDS: Open GPU Data Science

Reproducible Data Science in Python

The Jupyter Interactive Widget Ecosystem

Welcome