I think a nifty feature would be creating a ParamSet (or better, the code to create it) from a data.frame / data.table.
This might go a long way, e.g. for human-in-the-loop BO etc.
Proposed functionality:
input: data.frame
output: str, a copy-pasteable string that creates the ParamSet, preferably using shorthand notation.
types should be inferred from data.frame types
levels and limits from the available data
no support for e.g. inferring constraints / dependencies, the user needs to manually add them.
I think a nifty feature would be creating a
ParamSet(or better, the code to create it) from adata.frame/data.table. This might go a long way, e.g. for human-in-the-loop BO etc.Proposed functionality: input: data.frame output: str, a copy-pasteable string that creates the ParamSet, preferably using shorthand notation.
data.frametypes