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A first take on the documentation. You can see it live here: http://rasbt.github.io/tpot/
(The documentation is hosted via GitHub Pages, I will delete the gh-pages branches at some point, I just wanted to keep it live as a visual example of how it looks like.)
EDIT: If you decide merging it to take it from here, don't worry, it won't be live under http://rhiever.github.io/tpot/ until you run
mkdocs gh-deploy
from thedocs
subdirectory.