[MRG][DOC] Fixes almost all warnings in the docs#338

Merged

bellet merged 16 commits intoscikit-learn-contrib:masterfrom

mvargas33:fix-docs

Nov 17, 2021

Commits on Oct 14, 2021

Update API names, unuse depretaed html4
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Fixes a lot of warning. Add Methods doctree
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More warnings solved
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Fix docs dependencies
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Commits on Oct 29, 2021

Merge remote-tracking branch 'upstream/master' into fix-docs
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New style for Example Code and References
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Commits on Nov 2, 2021

Add all Methods to all classes in docstrings, in alphabetical order
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Add MetricTransformer and MahalanobisMixin to auto-docs
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Commits on Nov 4, 2021

Delete unused vars in docs. Use simple quotes
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Fix identation
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Commits on Nov 9, 2021

Fix Github CI instead of old Travis CI
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References Lists are now numbered
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Merge remote-tracking branch 'upstream/master' into fix-docs
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RemoveExample Code body almost everywhere
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Commits on Nov 10, 2021

Removed Methods directive. Kept warnings
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Deprecated directive now is red as in sklearn
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