Visualizing Walking Using Smartphone Accelerometers

Really cool visualization based on UCI Machine Learning Repository datasets:
http://kyrandale.com/viz/d3-smartphone-walking.html

Algorithm choosing

We have a lot of algorithms. 
Great schema, which working not only for scikit, provide a simple decision process:

Image source