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[DOC] Local documentation build #1896

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@Cyril-Meyer

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@Cyril-Meyer

Describe the issue linked to the documentation

In documentation-build it is stated that :

  1. To build the website locally, run:
cd docs
make html

It works, but "if it is docstring changes, you have to make sure all the API pages are being regenerated." (@MatthewMiddlehurst on slack in #help-desk)

As much as I know, I'm not the only one struggling with local build of documentation (e.g. to check if it works before PR), @IRKnyazev opened the discussion on slack and most of the current answer are "PR then check result".

Suggest a potential alternative/fix

There is a problem with those instructions, we need to correct them.

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