RF: small docstring and import machinery edits #415
Merged
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Rewrite docstrings, including numpy docstring standard fixes, and a
couple of typos (ah saggital, it looks right, but...).
Stash conditional import of matplotlib at
__init__
to avoid havingto repeat it in later methods.