Check and Improve Documentation

[Muammar El Khatib]

Do a review of the documentation that is shown in readthedocs (stored in amp/docs). Although documentation is often seen as "not fun" is as important as the code base itself.

[andrew_peterson]

That's not true. Documentation is totally fun. :)

[andrew_peterson]

An on-going effort...