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update RGPE tutorial
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Summary:
- Use `SingleTaskGP` instead of `FixedNoiseGP`
- Remove unneeded complexity from standardization (`Standardize` is used by default)
- Use LogEI

Reviewed By: SebastianAment

Differential Revision: D61977874
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sdaulton authored and facebook-github-bot committed Aug 29, 2024
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360 changes: 239 additions & 121 deletions tutorials/meta_learning_with_rgpe.ipynb

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