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Feature request: ps_from_df #385

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pfistfl opened this issue Feb 6, 2023 · 0 comments
Open

Feature request: ps_from_df #385

pfistfl opened this issue Feb 6, 2023 · 0 comments

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@pfistfl
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pfistfl commented Feb 6, 2023

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.
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