Add instructions on how to build the doxygen documentation
# code-gallery
-A collection of codes based on deal.II contributed by deal.II users
+A collection of codes based on [deal.II](https://www.dealii.org) contributed by `deal.II` users
+
+### Building the documentation
+
+To build the doxygen documentation, check out the code gallery git repository in a directory parallel to the `<path/to/deal.II>/examples/` directory, and then build the `deal.II` documentation as [described in the readme](https://www.dealii.org/developer/readme.html#documentation).
+It will pick up the code gallery and create joint documentation for the tutorial and the code gallery.
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