Make examples directory human readable

Should be a good start to #61.

I still have to add to the README to explain each example, but this should not take much work.

I have a few observations in the file `recommendations.md` (not many recommendations), tht might be worth checking out.

Let me know if there is anything besides the README that should be changed!