Tutorials_SciPy2015.md

SciPy 2015 Tutorials

Machine Learning with Scikit Learn (I)

• By: Andreas Mueller and Kyle Kastner
• Author's Repo

Machine Learning with Scikit Learn (II)

• By: Andreas Mueller and Kyle Kastner
• Author's Repo

Image Analysis in Python with SciPy and Scikit Image

• By: Stefan Van der Walt
• Author's Repo

Computational Statistics (I)

• By: Allen Downey
• Author's Repo

Computational Statistics (II)

• By: Chris Fonnesbeck
• Author's Repo

Multibody Dynamics and Control with Python

• By: Jason Moore and James Crist
• Author's Repo

Introduction to NumPy

• By: Eric Jones
• Author's Repo

Geospatial Data with Open Source Tools in Python

• By: Kelsey Jordahl
• Author's Repo
• Author's Slides

Analyzing and Manipulating Data with Pandas

• By: Jonathan Rocher
• Author's Repo

Anatomy of matplotlib

• By: Benjamin Root and Joe Kington
• Author's Repo

Jupyter Advanced Topics Tutorial

• By: onathan Frederic, Matthias Bussonier, and Tho
• Author's Repo

Decorating Drones Using Drones to Delve Deeper into Intermediate Python

• By:
• Author's Repo

Cython: Blend the Best of Python and C++

• By: Kurt Smith
• Author's Repo

Building Python Data Apps with Blaze and Bokeh

• By: Christine Doig-Cardet
• Author's Repo

Modern Optimization Methods in Python

• By: Mike McKerns
• Author's Repo

Efficient Python for High Performance Parallel Computing

• By: Mike McKerns
• Author's Repo

Software Carpentry 2 Day Scientific Python Course Part (I)

• By: Azalee Bos
• Author's Repo

Software Carpentry 2 Day Scientific Python Course Part (II)

• By: Azalee Bos
• Author's Repo

Software Carpentry 2 Day Scientific Python Course Part (III)

• By: Azalee Bos
• Author's Repo

Software Carpentry 2 Day Scientific Python Course Part (IV)

• By: Azalee Bos
• Author's Repo