WIP: [docs] [ci] always use Sphinx >=9 #7132
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Based on this discussion: #6857 (comment)
.. versionaddedto..version-added(see deprecation notice at https://www.sphinx-doc.org/en/master/usage/restructuredtext/directives.html#directive-versionadded)Notes for Reviewers
I've also added
..version-changedand..version-deprecateditems to the release checklist on #7129How I tested this
Enabled this branch on readthedocs.
TODO before merging
.. deprecatedto.. version-deprecatedafter [python-package] scikit-learn fit() methods: add eval_X, eval_y, deprecate eval_set #6857 is merged.