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Published 20 hours ago • verified publisher icon automl

Allowing condition such as 'a<b'?

Open oleotiger opened this issue 2 years ago • 2 comments

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'?

oleotiger avatar Sep 24 '22 10:09 oleotiger

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

mfeurer avatar Oct 07 '22 14:10 mfeurer

I implement a ConditionedConfigurationSpace to support such complex conditions. Please refer to #277 for more details.

jhj0411jhj avatar Nov 15 '22 11:11 jhj0411jhj