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Supporting string choices for GPTuner #5778

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TimSchim opened this issue May 7, 2024 · 0 comments
Open

Supporting string choices for GPTuner #5778

TimSchim opened this issue May 7, 2024 · 0 comments

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@TimSchim
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TimSchim commented May 7, 2024

What would you like to be added:
Currently the search space for GPTuner only supports numerical values for type choice.
A possiblity to provide strings would be a convenient option.

Why is this needed:
While it is possible to replace strings with numerical encodings, this reduces readability of code and intuitive interpretability of the hyperparameter plots.

Brief description of your proposal if any:
Internal encoding to numerical values if strings are provided.

Duplicate of #1546

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