[DOC] Documentation improvement of BaseSeriesEstimator and BaseAeonEstimator

[kevinzb56]

Reference Issues/PRs

solves #2509

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[MatthewMiddlehurst]

Hi, please see the code quality check for improvements. Alternative install pre-commit, see the dev install guide.