1.9.0
DOC minor sphinx fixes
CLN replace authors with the standard line (#29250)
Fix FutureWarning in doc (#30790)
DOC: Fix typos in the scikit-learn Examples (#32241)
DOC Update colors in Scaling Importance example (#33888)
DOC: Clarify recommended usage of fit_transform() vs fit().transform() in TargetEncoder (#32347)
MNT Deprecate `shuffle` and `random_state` params from `TargetEncoder` (#33453)