Network Science and Statistics - Fundamentals and Applications

Pandas for Data Analysis

Interactive Data Visualization with HoloViews & Bokeh

Modern Optimization Methods in Python

Designing a Python-based Monte Carlo Tool for Generating Non-Equilibrium Semi-Crystalline Polymer Configurations

Distributed Convex Optimization for GLMs

Keynote - Academic Open Source

MatchPy A Pattern Matching Library

MNE Python to See the Brain at a Millisecond Time Scale

Berryconda Scientific Python on the Raspberry Pi

Big Data Processing with Apache Beam Python

bqplot Seamless Interactive Visualizations in the Jupyter Notebook

Dataflow Notebooks Encoding and Using Cell Dependencies

Deploying Interactive Jupyter Dashboards for Visualizing Hundreds of Millions of Datapoints, in 30 Lines of Python

HDF Data Services

Hunting for Emerging Trends in Music Using Bayesian Inference

Interactive Geophysics

Make it Work, Make it Right, Make it Fast Debugging and Profiling in Dask

Materials Project A Prime Case of Software Engineering in Materials Sciences

nbgrader - A Tool for Creating and Grading Assignments in the Jupyter Notebook

pomegranate Fast and Flexible Probabilistic Modeling in Python

PyHRF A Python Library for the Analysis of fMRI Data Based on the Study of Hemodynamics

Python and Tableau Building an Interactive and Beautiful Data Visualization with TabPy

Quantifying Plastic Deformation using Machine Learning

Reskit — A Library for Creating and Curating Reproducible Pipelines for Scientific Machine Learning

Robust Color Matching of Geospatial Data: An Alternative to Histogram Matching

SciSheets: Providing the Power of Programming with the Simplicity of Spreadsheets

Systematic Application of PySPH to Bubble Dynamics

The OOF Finite Element Tool for Materials Science

Tomviz: A Platform for Reproducible Materials Tomography

A Fast Template Periodogram for Finding Periodic (Non-Sinusoidal) Waveforms in Noisy, Irregularly-Sampled Time Series Data

Vizic - A Jupyter Based Interactive Visualization Tool for Astronomical Catalogs

Creating Reproducible Experiments with ReproZip

Introducing JOSS The Journal of Open Source Software

Predicting Phenotype from Genotype with Machine Learning

Sacred: How I Learned to Stop Worrying and Love the Research

A Python API for Earth

Bringing the Generic Mapping Tools to Python

Calculating Radiation Doses for Tumor Treatment with Learning Algorithms

ChiantiPy a Python Package for Astrophysical Spectroscopy

Composable Multiprocessing and Multithreading for Numeric Libraries

Dash - A New Framework for Building User Interfaces for Technical Computing

Dask - Advanced Techniques

Deep Learning with Geospatial Data

Diversity & Inclusion at the SciPy Conference

Drilling the Chicxulub Impact Structure: Study of Large Impact Formation and Effects on Life during IODP/ICDP Expedition 364

Efficient Array Computing in C++ with xtensor and Apache Arrow

Efficient Image Search and Identification - The Making of Wine O.AI

Fully Convolutional Networks for Image Segmentation

Hybrid-Vocal-Classifier (HVC): a Python Package to Automate Labeling of Birdsong for Behavioral Experiments

Keynote - Coding for Science and Innovation

LabbookDB

Learning in Cycles Implementing Sustainable Machine Learning Models in Production

Lightning Talks 2017-07-14

Make Your Observational Study an Experiment

MetPy’s Choice of Unit Support - A Descent into Madness

NEXT - Machine Learning, Crowdsourcing, and Cartoons

PyGBe - Python, GPUs and Boundary Elements for Biomolecular Electrostatics

Pygridtools - A Collaboration Academia, Open Source, and the Private Sector

Rambutan - A Python Package for Predicting 3D Genome Architecture

Scientific Analysis at Scale - a Comparison of Five Systems

Scientific MicroPython on Microcontrollers and IoT

Stingray - A Library of Time Series Methods for Astronomical X Ray Data

Terabytes at Your Fingertips - Interactive Big Data Coding with PySpark

The Demeshening The Next Generation of Particle Support in yt

The Spyder Ecosystem of Plugins

WARNO - Multi platform Monitoring Framework for Remote Sensing Instrumentation

Anatomy of Matplotlib

Introduction to Numerical Computing with NumPy

Lightning Talks 2017-07-13

Optimised Finite Difference Computation from Symbolic Equations

Parallel Data Analysis in Python

Parallelizing Scientific Python with Dask

Sarkas - A Fast Pure Python Molecular Dynamics Code

scikit image - Image Processing for Python

Signal Processing and Communications Hands On Using scikit dsp comm

Automatic Code Generation with SymPy

Cython for Data, Scientists, and Data Scientists

From the Field to Geostationary Orbit - Mapping Lightning with Python

Global 5 Meter Resolution Time Series Mosaics

HDF5 take 2 - h5py & PyTables

Lightning Talks 2017-07-12

Machine Learning with scikit learn Part One

Machine Learning with scikit learn Part Two

pulse2percept - A Python based Simulation Framework for Bionic Vision

Time Atmospheric Data During VORTEX SE

Computational Statistics

Numba - Tell Those C++ Bullies to Get Lost

Software Carpentry Scientific Python Course Part 1

Software Carpentry Scientific Python Course Part 2

The Jupyter Interactive Widget Ecosystem