PyVideo.org · SciPy 2018 (original) (raw)
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
