SimuPy: A Python Framework for Modeling and Simulating Dynamical Systems

bqplot: Seamless Interactive Visualizations and Dashboards in the Jupyter Notebook

Building an Object-Oriented Python Interface for the Generic Mapping Tools

Building your own Weather App using NOAA Open Data and Jupyter Notebooks

Design and Implementation of pyPRISM: A Polymer Liquid-State Theory Framework

Development of MetPy’s Declarative Plotting Interface

Engineers Code: Re-usable, Open Educational Modules for Engineering Undergraduates

Evolutionary Niching in the GAtor Genetic Algorithm for Molecular Crystal Structure Prediction

Exploring Molecular Space with Deep Generative Models and Python

Interactive 3d Visualization in Jupyter

Interactive Data Visualization Leveraging Jupyter, Rust and WebAssembly

Keynote: Black and Gold: The Role of Python in Recent Gravitational Wave Astronomy Breakthroughs with LIGO and Virgo

KubeFlow: Pythonic Machine Learning at Scale on Kubernetes

Lightning Talks Day 3

Parsl: Enabling Scalable Interactive Computing in Python

PyViz: Unifying Python Tools for In-Browser Data Visualization

Recipe2Vec: How word2vec Helped us Discover Related Tasty Recipes

Resonance: Learning Mechanical Vibrations Through Computational Thinking

Safe Handling Instructions for Missing Data

Scalable Machine Learning with Dask

scikit-learn and Tabular Data: Closing the Gap

SciPy Tools Plenary Session Day 3

signac: A Python Framework for Data and Workflow Management

Yaksh: Facilitating Learning by Doing

Addressing Multithreading and Multiprocessing in Transparent and Pythonic Methods

Around the World in 80 Ways: An Introduction to Working w/ Geodata & Cartopy

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

Bringing ipywidgets Support to plotly.py

Cloudknot: A Python Library to Run your Existing Code on AWS Batch

Convex Optimization in Python with CVXPY

Data Visualization for Scientific Discovery

Democratizing Data

Detecting Anomalies Using Statistical Distances

Devops Empowered Data Science with Ansible

Diversity Luncheon: Bias, Diversity, Backlash, Manifestos, and Rebuttals

EarthSim: Flexible Environmental Simulation Workflows Entirely Within Jupyter Notebooks

GeoBIPy - Geophysical Bayesian Inference in Python

Jupyter Notebook Driven Development with PYNT (PYthon iNTeractive)

Lightning Talks Day 2

Open Source Tools for 'Heterogeneous Agent' Modeling

Performing Dimension Reduction at Scale with Applications to Public Sentiment Models

PyDASL: Understanding Big Data Through GPU Accelerated Graph Analytics

pyQuil: Easy, Hybrid Quantum Programming

PyViz: Easy Visualization and Exploration for all your Data

Reproducible Environments for Reproducible Results

Scalable Feature Extraction with Aerial and Satellite Imagery

SciPy Tools Plenary Session Day 2

Sneaking Data into Containers with the Whole Tale

Spatio-temporal Analysis of Socioeconomic Neighborhoods

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Website for Interacting with Oceanographic Data and Numerical Model Output

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

Beyond Scraping: How to Use Machine Learning When You're not Sure Where to Start

cis_interface: A Python Package for Connecting Scientific Models across Scales and Languages

Harnessing the Power of Scientific Python to Investigate the Biogeochemistry of the Central Pacific Ocean

Inside the Cheeseshop: How Python Packaging Works

ITK: The Insight Segmentation and Registration Toolkit

Keynote: SciPy 1.0 and Beyond - a Story of Code and Community

Lightning Talks Day 1

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

Physics: A Gateway to Bayesian Deep Learning

Practical Applications of Astropy

Ray: A Distributed Execution Framework for AI

Resurrecting Ancient Proteins in Python

SatPy: A Python Library for Weather Satellite Processing

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

SciPy Tools Plenary Session Day 1

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

Sparse - A More Modern Sparse Array Library

The Past, Present, and Future of Automated Machine Learning

Using Python to Assess Serial Holdings Data in the Research Library

Anatomy of Matplotlib (Beginner Level)

Getting Started with JupyterLab (Beginner Level)

Hands-on Satellite Imagery Analysis

Introduction to Geospatial Data Analysis with Python

Machine Learning with scikit-learn Part 1

Machine Learning with scikit-learn Part 2

pandas .head() to .tail() (Beginner Level)

Scientific MicroPython on Microcontrollers

Setting Up Your Own Open Source Project

The Jupyter Interactive Widget Ecosystem

The Sheer Joy of Packaging

3D Visualization with Mayavi

An Introduction to Julia (Beginner Level)

Bayesian Data Science Two Ways: Simulation and Probabilistic Programming

Getting Started with TensorFlow

Image Analysis in Python with SciPy and scikit-image

Information Extraction Using Topic Models

Introduction to Numerical Computing with NumPy (Beginner Level)

Introduction to Python and Programming (Beginner Level)

Network Analysis Made Simple: Network Fundamentals

Parallelizing Scientific Python with Dask

Software Engineering Techniques (Beginner Level)