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update PBO tutorial to use EUBO (meta-pytorch#1262)

Summary: Pull Request resolved: meta-pytorch#1262 Update PBO tutorial to use eubo Reviewed By: saitcakmak Differential Revision: D37246574 fbshipit-source-id: f34d21241b5200d01bb5eeb8156c9ca072de9903

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tutorials
- preference_bo.ipynb

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