Jupiter notebook for SVM and kernel method visualizations

[davidrosenberg]

Can be based on Eric Kim's work, which has source code (linked at bottom of page). Would also be nice to make prettier as well as 2-dimensional versions of these figure. See Piazza page for original reference.