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Allowing condition such as 'a<b'? #272

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oleotiger opened this issue Sep 24, 2022 · 2 comments
Open

Allowing condition such as 'a<b'? #272

oleotiger opened this issue Sep 24, 2022 · 2 comments

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@oleotiger
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oleotiger commented Sep 24, 2022 •
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There is a widespread situation in hyperparameter tuning/knob tuning problem. A hyperparameter $a$ must be less than another parameter $b$. Or more complex, $a\lt b\lt c$.

Is it possible to support such condition in 'ConfigSpace'?
@mfeurer
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mfeurer commented Oct 7, 2022

I'm afraid no, and we only have this for forbidden clauses. Such a contribution would be very welcome, though.

@N-Wouda N-Wouda mentioned this issue Oct 18, 2022
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@jhj0411jhj
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I implement a ConditionedConfigurationSpace to support such complex conditions. Please refer to #277 for more details.

@nchristensen nchristensen mentioned this issue Dec 5, 2022
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@mfeurer @oleotiger @jhj0411jhj