TODO: Update README to include basic overview, images of plots, etc.

# To Do

* include a top-level "resources" folder for plot or other README images. 
* include a top-level "examples" folder for extended / additional examples
* include code samples and output plots for basic functionality in README
* include links to some standard sources (e.g. Guhr, Mehta, Tao)
* include links to examples