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update hyperopt docs #127
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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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