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Use Standardize by default for SingleTaskGP #2630

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Use Standardize by default for SingleTaskGP #2630

wants to merge 1 commit into from

Commits on Aug 9, 2024

  1. Use Standardize by default for SingleTaskGP (facebook#2630) 

    Summary:
Pull Request resolved: facebook#2630

X-link: pytorch/botorch#2458

D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` by default if no outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms).

Reviewed By: esantorella

Differential Revision: D60492937
    @facebook-github-bot
    David Eriksson authored and facebook-github-bot committed Aug 9, 2024
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