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README.md

  1. tutorials-day-1-2017-07-10
  2. tutorials-day-2-2017-07-11
  3. keynotes
  4. talks
    1. 2017-07-12
    2. 2017-07-13
    3. 2017-07-14
  5. lightning-talks

scipy_2017_notes

Links and notes for SciPy 2017.

What to know what happed last year?

Please help mainain the list! send a PR!

Lists of tutorials: https://scipy2017.scipy.org/ehome/220975/493418/

Proceedings: http://conference.scipy.org/proceedings/scipy2017/

Videos of talks and tutorials: https://www.youtube.com/playlist?list=PLYx7XA2nY5GfdAFycPLBdUDOUtdQIVoMf

JOSS (Journal of Open Source Software) Slides: https://doi.org/10.6084/m9.figshare.5208151

BoFs

Sprints

bit.ly/sprints2017

Tutorials Day 1 2017-07-10

Tutorial Repository Video
Software Carpentry Scientific Python Course Part 1 (Beginner) link
Cython for Data, Scientists, and Data Scientists (Intermediate/Advanced) link
Numba: Tell Those C++ Bullies to Get Lost (Intermediate) link
Automatic Code Generation with SymPy (Advanced) link
Modern Optimization Methods in Python (Intermediate/Advanced)
Software Carpentry Scientific Python Course Part 2 (Beginner)
Computational Statistics (Beginner) link
The Jupyter Interactive Widget Ecosystem (Intermediate/Advanced) link
HDF5 take 2: h5py & PyTables (Intermediate/Advanced) link
Interactive Data Visualization with HoloViews & Bokeh (Advanced)

Tutorials Day 2 2017-07-11

Tutorial Repository Video
Introduction to Numerical Computing with NumPy (Beginner) link
Pandas for Data Analysis (Beginner) link
Machine Learning with scikit-learn Part One (Intermediate) link
Parallelizing Scientific Python with Dask (Intermediate) link
Parallel Data Analysis in Python (Intermediate) link
Anatomy of Matplotlib (Beginner) link
scikit-image: Image Processing for Python (Intermediate) link
Network Science and Statistics: Fundamentals and Applications (Intermediate) link
Machine Learning with scikit-learn Part Two (Intermediate) link
Signal Processing and Communications Hands-On Using scikit-dsp-comm (Intermediate) link

Keynotes

Talks

2017-07-12

2017-07-13

2017-07-14

Lightning talks

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Links and notes for SciPy 2017

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