tcaswell suggested (https://github.com/matplotlib/matplotlib/issues/2972) I put 
together this example when I realized the difference between interpolation = 
'none' and interpolation = 'nearest' in imshow().  The docstring for imshow() 
mentions this difference, but pictures are worth a thousand words.

Here is the summary of my changes:
https://github.com/Stretch97/matplotlib/compare/master...image-interpolation-example

This is my first contribution to matplotlib.  I presume I wait until someone 
reviews my changes, and, if everything is ok, I submit a pull request.

-Ben Reedlunn (Stretch97)
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