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update hyperopt docs #127

@jimthompson5802

Description

@jimthompson5802

Once migration work is completed:

  • update hyperopt docs to reflect conversion of ray tune only

  • retire legacy hyperopt options

  • New hyperopt parameter hyperopt_log_verbosity

  • colab notebooks demonstrating ray tune based hyperopt

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