Add HPOBench

[nabenabe0928]

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Motivation

This PR adds HPOBench.

Description of the changes

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[HideakiImamura]

@y0z Could you review this PR?

[y0z]

Please add requirements.txt since this package requires simple-hpo-bench.

[y0z]

Thank you.
LGTM.