Doc styling

[sgugger]

What does this PR do?

This PR introduces a doc styling script and applies it to the repo. The styling script runs similarly to black, with a an option that fixes and overwrites the files (put inside make style) and an option that only checks if there should be a restyle, failing with an error if that's the case (put inside make quality).

The script is applied to all rst files inside docs/source and all py files inside src/transformers. It will look for paragraphs and always reorganize them to use the most of the max_len passed (set at 119 for the repo, like for the code). It will remove all duplicate or trailing whitespace, make all blank lines empty, ignore blocks of code/math and properly take care of the indentation.

A few extra things are performed:

• making the underline of the titles in rst to the max_len and always adding a blank line after those titles.
• unifying the format of the triple docstrings in the files
• always adding a new line before the beginning of a list (because sphinx sometimes complains otherwise)

To make the script ignore a string inside triple quotes (like warnings or long regex expressions), put a # docstyle-ignore somewhere before (it has to be between the previous triple quotes and the ones of the string you want to ignore).

In general, if the script reformats atrociously a docstring, it was because it was badly formatted. Adding a blank line to clearly mark paragraphs can make the script happier. Properly indenting list of arguments (see examples on any of the files of the lib) is also important to get good outputs.

[sgugger]

A few loose-ends to tie, but that will be for tomorrow!