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How to build PyMC3 docs

PyMC3 uses mkdocs which allows us to write documentation in markdown.

We also compile IPython notebooks (found in docs/notebooks) to markdown which then get picked up by mkdocs.

To build the docs, run the build_and_deploy_docs.sh script.