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Vizier output transforms#2643

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CompRhys wants to merge 24 commits intopytorch:mainpytorch/botorch:mainfrom Radical-AI:vizier-output-transformsRadical-AI/botorch:vizier-output-transformsCopy head branch name to clipboard

+1,406-142

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Commits on Nov 19, 2024

• wip: topk ic generation

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Commits on Nov 20, 2024

• tests: add tests

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Commits on Nov 24, 2024

• Merge remote-tracking branch 'upstream/main' into topk-icgen

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• fix: micro-optimization suggestion from review

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Commits on Nov 25, 2024

• fix: don't use unnormalize due to unexpected behaviour with constant bounds

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• doc: initialize_q_batch_topk -> initialize_q_batch_topn

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Commits on Nov 26, 2024

• tests: achive full coverage

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• clean: remote debug snippet

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Commits on Nov 27, 2024

• Merge remote-tracking branch 'upstream/main' into topk-icgen

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• fea: add InfeasibleTranforms from vizier

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• fea: add the logwarp transform from vizier

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Commits on Nov 29, 2024

• wip half rank

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Commits on Dec 2, 2024

• fea: use unnormalize in more places but add flag to turn off the constant bound adjustment

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• doc: add docstring for the new update_constant_bounds argument

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• Merge branch 'topk-icgen' into vizier-output-transforms

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• Merge remote-tracking branch 'upstream/main' into vizier-output-transforms

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• wip: untransform still doesn't work

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Commits on Dec 3, 2024

• Merge remote-tracking branch 'upstream/main' into vizier-output-transforms

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• fea: add half rank transform

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• test: add tests for half-rank

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• test: reduce the number of tests run whilst ensuring coverage

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  21c14b2

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• fix: fix some review comments

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Commits on Dec 4, 2024

• fea: add forward when not in train

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• fix: force=True to enforce device safety

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