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Add the documentation and examples for hyperparameter tuning (#103)
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* Add the documentation for hyperparameter tuning

* Add example scripts and update hyperopt docs

* Update the hyperopt doc and script

1. Fix typos
2. Improve the warning message display
3. Add authors

Co-authored-by: Sakib Matin <83463357+sakibmatin@users.noreply.github.com>
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@tautomer @sakibmatin
tautomer and sakibmatin authored Sep 20, 2024
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