Removed reversal of image order in train_and_test before pushing to
github.
Adding this top level file that shows how to do a parameter search
and removed this code from train_and_test.py so it's now easier
to understand.
Removed parameter search code and moved it to parameter_search.py.
Checking this in so Scott Purdy can take a look.