Major additions: validation tests and plots.
  * important new functions to run classification validation tests
    and plot the results.
  * re-structured the mcSim() function as a Class, so we can now pickle
    these SncosmoSim objects, containing a list of lightcurves and
    arrays for all the important metadata (redshift, source, x1, c, etc)