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[Tune] Remove unused autogluon requirement (#16587)
`autogluon` does not support Python 3.9. And Ray seems to not import it anywhere.
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-r requirements_dl.txt
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autogluon.core==0.1.0
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ax-platform==0.1.9; python_version < '3.7'
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ax-platform==0.2.1; python_version >= '3.7'
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bayesian-optimization==1.2.0
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