huawei-noah / HEBO

Bayesian optimisation & Reinforcement Learning library developped by Huawei Noah's Ark Lab

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Independent features for hebo: "EmbeddingAlignmentCells(EACs)"

ywran opened this issue · comments

commented

Impressive repo:) Thanks to all the contributors!!

I notice that EACs only support tree-structure features. But, if i have some features independent to the stages, the property "EACs.subspaces" will ignore the independent features. Maybe some modifications to these independent features should be done in the object EACs.

Looking forward to your response.

commented

Let me make it more clear. For the independent feature, the name for that feature may not contain "#stage"

Thanks for you advice! we are actually working on including stage irrelevant parameters to EAC model