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Documentation: Use nitpick to ensure all internal links are working #1046

@mfeurer

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@mfeurer

Using the nitpick option in conf.py makes sure that everything is properly configured and all links to classes etc are rendered correctly.

See for example astropy/astropy#2508

This currently fails because we don't have a reference to the numpy docs and openml.tasks.tasks.TaskType cannot be referenced.

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