PyVideo.org · SciPy 2017 (
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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