finally fixed deprecations. The previous attempt lacked a transposition.
added a progress_bar class for the notebook.
lots of fixes to the notebook. Added progress bars and means for caching results from long-running calculations. Did not include cached data since it's a couple hundred MB. Some typo fixes.