SciPy 2017（合集）

Pandas for Data Analysis SciPy 2017 Tutorial Daniel Chen

Computational Statistics SciPy 2017 Tutorial Allen Downey

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

Machine Learning with scikit learn Part One SciPy 2017 Tutorial Andreas Muelle

Introduction to Numerical Computing with NumPy SciPy 2017 Tutorial Dillon Nied

Fully Convolutional Networks for Image Segmentation SciPy 2017 Daniil Pakhomov

Numba - Tell Those C++ Bullies to Get Lost SciPy 2017 Tutorial Gil Forsyth & L

Deploying Interactive Jupyter Dashboards for Visualizing Hundreds of Millions of

Anatomy of Matplotlib SciPy 2017 Tutorial Ben Root

The Jupyter Interactive Widget Ecosystem SciPy 2017 Tutorial Matt Craig Sylvai

Python and Tableau Building an Interactive and Beautiful Data Visualization wi

Modern Optimization Methods in Python SciPy 2017 Tutorial Michael McKerns

Parallel Data Analysis in Python SciPy 2017 Tutorial Matthew Rocklin Ben Zaitl

scikit image - Image Processing for Python SciPy 2017 Tutorial Stéfan van der

A Python API for Earth SciPy 2017 Sam Skillman

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

Automatic Code Generation with SymPy SciPy 2017 Tutorial Jason Aaron Björn &

Machine Learning with scikit learn Part Two SciPy 2017 Tutorial Andreas Muelle

Dask - Advanced Techniques SciPy 2017 Matthew Rocklin

Cython for Data Scientists and Data Scientists SciPy 2017 Tutorial Dillon Nied

Interactive Data Visualization with HoloViews & Bokeh SciPy 2017 Tutorial Jean

Software Carpentry Scientific Python Course Part 1 SciPy 2017 Tutorial Maxim B

Parallelizing Scientific Python with Dask SciPy 2017 Tutorial James Crist

HDF5 take 2 - h5py & PyTables SciPy 2017 Tutorial Tom Kooij

Keynote - Drilling the Chicxulub Impact Structure - Study of Large Impact Format

pomegranate Fast and Flexible Probabilistic Modeling in Python SciPy 2017 Jac

Keynote - Coding for Science and Innovation SciPy 2017 Gaël Varoquaux

SciSheets Providing the Power of Programming with the Simplicity of Spreadshee

The Spyder Ecosystem of Plugins SciPy 2017 Carlos Cordoba

Scientific Analysis at Scale - a Comparison of Five Systems SciPy 2017 Jake Va

Deep Learning with Geospatial Data SciPy 2017 Shane Grigsby

Sacred How I Learned to Stop Worrying and Love the Research SciPy 2017 Klaus

Signal Processing and Communications Hands On Using scikit dsp comm SciPy 2017

Bringing the Generic Mapping Tools to Python SciPy 2017 Leonardo Uieda & Paul

Keynote - Academic Open Source SciPy 2017 Kathryn Huff

MatchPy A Pattern Matching Library SciPy 2017 Manuel Krebber

Learning in Cycles Implementing Sustainable Machine Learning Models in Productio

Network Science and Statistics - Fundamentals and Applications SciPy 2017 Tutor

bqplot Seamless Interactive Visualizations in the Jupyter Notebook SciPy 2017

Big Data Processing with Apache Beam Python SciPy 2017 Robert Bradshaw

Optimised Finite Difference Computation from Symbolic Equations SciPy 2017 Mic

Vizic - A Jupyter Based Interactive Visualization Tool for Astronomical Catalogs

Efficient Array Computing in C++ with xtensor and Apache Arrow SciPy 2017 Sylv

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

Efficient Image Search and Identification - The Making of Wine OAI SciPy 2017

The Demeshening The Next Generation of Particle Support in yt SciPy 2017 Goldb

Scientific MicroPython on Microcontrollers and IoT SciPy 2017 Roberto Colistet

Introducing JOSS The Journal of Open Source Software SciPy 2017 Kyle Niemeye

Sarkas - A Fast Pure Python Molecular Dynamics Code SciPy 2017 Gautham Dharuma

Terabytes at Your Fingertips - Interactive Big Data Coding with PySpark SciPy 2

Lightning Talks SciPy 2017 Fri July 14

MNE Python to See the Brain at a Millisecond Time Scale SciPy 2017 Alexandre G

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

Software Carpentry Scientific Python Course Part 2 SciPy 2017 Tutorial Maxim B

Lightning Talks SciPy 2017 Wed July 12

Berryconda Scientific Python on the Raspberry Pi SciPy 2017 Jonathan Helmus

Make Your Observational Study an Experiment SciPy 2017 Peter Skipper

HDF Data Services SciPy 2017 John Readey

Stingray - A Library of Time Series Methods for Astronomical X Ray Data SciPy 2

Hunting for Emerging Trends in Music Using Bayesian Inference SciPy 2017 Alex

Designing a Python based Monte Carlo Tool for Generating Non Equilibrium Semi Cr

Creating Reproducible Experiments with ReproZip SciPy 2017 Vicky Steeves Ferna

pulse2percept - A Python based Simulation Framework for Bionic Vision SciPy 201

Robust Color Matching of Geospatial Data An Alternative to Histogram Matching

Rambutan - A Python Package for Predicting 3D Genome Architecture SciPy 2017 J

Lightning Talks SciPy 2017 Thurs July 13

Predicting Phenotype from Genotype with Machine Learning SciPy 2017 Patricia F

Calculating Radiation Doses for Tumor Treatment with Learning Algorithms SciPy

The OOF Finite Element Tool for Materials Science SciPy 2017 Andrew Reid

Quantifying Plastic Deformation using Machine Learning SciPy 2017 Michail Tzim

Systematic Application of PySPH to Bubble Dynamics SciPy 2017 Erin Arai

Reskit — A Library for Creating and Curating Reproducible Pipelines for Scientif

A Fast Template Periodogram for Finding Periodic Non Sinusoidal Waveforms in Noi

NEXT - Machine Learning Crowdsourcing and Cartoons SciPy 2017 Scott Sievert

Distributed Convex Optimization for GLMs SciPy 2017 Chris White & Hussain Sult

LabbookDB SciPy 2017 Horea Ioan Ioanas

Composable Multiprocessing and Multithreading for Numeric Libraries SciPy 2017

Global 5 Meter Resolution Time Series Mosaics SciPy 2017 Amit Kapadia

Dataflow Notebooks Encoding and Using Cell Dependencies SciPy 2017 David Koo

MetPy’s Choice of Unit Support - A Descent into Madness SciPy 2017 Ryan May &

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

hybrid vocal classifier HVC a Python Package to Automate Labeling of Birdsong fo

Tomviz A Platform for Reproducible Materials Tomography SciPy 2017 Marcus Ha

From the Field to Geostationary Orbit - Mapping Lightning with Python SciPy 201

Materials Project A Prime Case of Software Engineering in Materials Sciences

WARNO - Multi platform Monitoring Framework for Remote Sensing Instrumentation

ChiantiPy a Python Package for Astrophysical Spectroscopy SciPy 2017 Will Ba

Time Atmospheric Data During VORTEX SE SciPy 2017 Abby Kenyon & Aaron Hill

Diversity & Inclusion at the SciPy Conference SciPy 2017 Julie Hollek

PyGBe - Python GPUs and Boundary Elements for Biomolecular Electrostatics SciPy