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Scientific with Python Programming

Programming

Apache Arrow A Cross Language Development Platform for in Memory Data | SciPy 2018 | Wes McKinney

Introduction to Python and Programming | SciPy 2018 Tutorial | Matt Davis Alyssa Whitwell

Inside the Cheeseshop How Python Packaging Works | SciPy 2018 | Dustin Ingram

Detecting Anomalies Using Statistical Distances | SciPy 2018 | Charles Masson

Keynote SciPy 1 0 and Beyond A Story of Code and Community | SciPy 2018 | Ralf Gommers

Connecting Scientific Models across Scales Languages w Python | SciPy 2018

An Introduction to Julia Beginner Level | SciPy 2018 Tutorial | Jane Herriman Sacha Verweij

UMAP Uniform Manifold Approximation and Projection for Dimension Reduction | SciPy 2018 |

PyViz Easy Visualization and Exploration for all your Data | SciPy 2018 Tutorial | James A Bednar

Parallelizing Scientific Python with Dask | SciPy 2018 Tutorial | James Crist Martin Durant

Addressing Multithreading Multiprocessing in Transparent Pythonic Methods | SciPy 2018 | David L

The Jupyter Interactive Widget Ecosystem | SciPy 2018 Tutorial | Matt Craig

Anatomy of Matplotlib Beginner Level | SciPy 2018 Tutorial | Benjamin Root Hannah Aizenman

Intro to Numerical Computing with NumPy Beginner | SciPy 2018 Tutorial | Alex Chabot Leclerc

EarthSim Flexible Environmental Simulation Workflows Within Jupyter Notebooks | SciPy 2018

3D Visualization with Mayavi | SciPy 2018 Tutorial | Prabhu Ramachandran

Convex Optimization in Python with CVXPY | SciPy 2018 | Steven Diamond

Sparse A More Modern Sparse Array Library | SciPy 2018 | Hameer Abbasi

Using Python to Assess Serial Holdings Data in the Research Library | SciPy 2018 | Kelly Thompson

Network Analysis Made Simple Network Fundamentals | SciPy 2018 Tutorial | Eric Ma Mridul Seth

Information Extraction Using Topic Models | SciPy 2018 Tutorial | Parul Sethi

Scikit build A Build System Generator for CPython C C Fortran Cython Extensions | SciPy 2018

Keynote Democratizing Data | SciPy 2018 | Tracy Teal

Scalable Feature Extraction with Aerial and Satellite Imagery | SciPy 2018 | Virginia Ng

Website for Interacting w Oceanographic Data Numerical Model Output | SciPy 2018 | Kristen Thyng

Beyond Scraping How to Use Machine Learning When You re not Sure Where to Start | SciPy 2018

GeoBIPy Geophysical Bayesian Inference in Python | SciPy 2018 | Leon Foks and Burte Minsley

The Past Present and Future of Automated Machine Learning | SciPy 2018 | Randal Olson

Building an Object Oriented Python Interface for the Generic Mapping Tools | SciPy 2018 | Uieda

Resurrecting Ancient Proteins in Python | SciPy 2018 | Zachary Sailer Jeremy Anderson

Should this Drug be Approved A Bayesian s Answer with Stan | SciPy 2018 | Corvellec Vamvourellis

Practical Applications of Astropy | SciPy 2018 | David Shupe

Physics A Gateway to Bayesian Deep Learning | SciPy 2018 | Henri Palacci

Ray A Distributed Execution Framework for AI | SciPy 2018 | Robert Nishihara

Sneaking Data into Containers with the Whole Tale | SciPy 2018 | Kacper Kowalik

Jupyter Notebook Driven Development with PYNT PYthon iNTeractive | SciPy 2018 | Moss

Yaksh Facilitating Learning by Doing | SciPy 2018 | Prabhu Ramachandran

SimuPy A Python Framework for Modeling and Simulating Dynamical Systems | SciPy 2018 | Margolis

signac A Python Framework for Data and Workflow Management | SciPy 2018 | Vyas Ramasubramani

Resonance Learning Mechanical Vibrations Through Computational Thinking | SciPy 2018 | Lyons

Interactive Data Visualization Leveraging Jupyter Rust and WebAssembly | SciPy 2018 | Munk

Interactive 3D Visualization in Jupyter | SciPy 2018 | Maarten Breddels

Exploring Molecular Space with Deep Generative Models and Python | SciPy 2018 | Sanchez Lengeling

Evolutionary Niching in the GAtor Genetic Algorithm for Molecular Crystal Structure | SciPy 2018

Re usable Open Educational Modules for Engineering Undergraduates | SciPy 2018 | Lorena Barba

Development of MetPy s Declarative Plotting Interface | SciPy 2018 | May Leeman

Design and Implementation of pyPRISM A Polymer Liquid State Theory Framework | SciPy 2018 | Martin

Building a Weather App using NOAA Open Data Jupyter Notebooks | SciPy 2018 | Fernandes Signell

bqplot Seamless Interactive Visualizations and Dashboards in the Jupyter Notebook | SciPy 2018

scikit learn and Tabular Data Closing the Gap | SciPy 2018 | Joris Van den Bossche

Scalable Machine Learning with Dask | SciPy 2018 | Augspurger Grisel

Safe Handling Instructions for Missing Data | SciPy 2018 | Dillon Niederhut

Recipe2Vec How word2vec Helped us Discover Related Tasty Recipes | SciPy 2018 | Meghan Heintz

Parsl Enabling Scalable Interactive Computing in Python | SciPy 2018 | Kyle Chard

KubeFlow Pythonic Machine Learning at Scale on Kubernetes | SciPy 2018 | Bailey Aronchick

KEYNOTE Role of Python in Recent Gravitational Wave Astronomy Breakthroughs | SciPy 2018

Spatio Temporal Analysis of Socioeconomic Neighborhoods | SciPy 2018 | Rey Knapp Wolf

Reproducible Environments for Reproducible Results | SciPy 2018 | Zhang Macdonald

Open Source Tools for Heterogeneous Agent Modeling | SciPy 2018 | Carroll and White

Data Visualization for Scientific Discovery | SciPy 2018 | Zan Armstrong

Bringing ipywidgets Support to plotly py | SciPy 2018 | Jon Mease

Binder 2 0 Next Gen of Reproducible Scientific Environments w repo2docker BinderH | SciPy 2018

Hands on Satellite Imagery Analysis | SciPy 2018 Tutorial | Sara Safavi Dana Bauer

Performing Dimension Reduction at Scale with Applications to Public Sentiment Models | SciPy 2018

PyDASL Understanding Big Data Through GPU Accelerated Graph Analytics | SciPy 2018 | Anne Struble

Cloudknot A Python Library to Run your Existing Code on AWS Batch | SciPy 2018 | Richie Halford

Devops Empowered Data Science with Ansible | SciPy 2018 | Tim Hopper

SatPy A Python Library for Weather Satellite Processing | SciPy 2018 | David Hoese

Harnessing the Power of Scientific Python | SciPy 2018 | Noelle Held and Jaclyn Saunders

Pangeo A Big Data Ecosystem for Scalable Earth System Science | SciPy 2018 | Hamman

ITK The Insight Segmentation and Registration Toolkit | SciPy 2018 | Matthew McCormick

pyQuil Easy Hybrid Quantum Programming | SciPy 2018 | Guenevere Prawiroatmodjo

Software Engineering Techniques Beginner Level | SciPy 2018 Tutorial | Matt Davis Alyssa Whitwell

Around the World in 80 Ways An Introduction to Working w Geodata Cartopy | SciPy 2018 Tutorial

Image Analysis in Python with SciPy and scikit image | SciPy 2018 Tutorial | Stefan van der Walt

Introduction to Geospatial Data Analysis with Python | SciPy 2018 Tutorial | Serge Rey

pandas head to tail Beginner | SciPy 2018 Tutorial | Niederhut Augspurger Van den Bossche

Scientific MicroPython on Microcontrollers | SciPy 2018 Tutorial | Roberto Colistete Jr