Basically, these are just cool stats examples. Info here:
https://speakerdeck.com/dfm/an-astronomers-introduction-to-gaussian-processes
and
https://github.com/dfm/gp-tutorial
Jan. 6, 2015 update I converted my old hack of Dan Foreman-Mackey's Gaussian Process tutorial into an IPython Notebook.