[docs] optuna notebook #23477
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[docs] optuna notebook #23477
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Why are these changes needed?
The Ray Tune + Optuna examples contain no explanations and require the user to jump around to three different python scripts, whereas this change combines all three scripts into a notebook, making it easier to follow and learn.
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