Documentation for iteration.py
Add the autosummary extension.
Fix :doc: -> :ref: and a typo.
Remove empty Attributes section.
Remove attribute list from docstring for now.
Merge pull request #699 from dwf/iteration_documentation_for_the_nation

Documentation for iteration.py