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Ensemble Posterior#1636

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jduerholt wants to merge 64 commits intopytorch:mainpytorch/botorch:mainfrom jduerholt:ensemble_posteriorjduerholt/botorch:ensemble_posteriorCopy head branch name to clipboard

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Commits on Jan 20, 2023

• initial ensemble posterior.

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• fix ufmt

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• add initial tests

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• add missing doc string for module

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• run ufmt

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• add ensemble posterior to api doc

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Commits on Jan 21, 2023

• add ensemble model

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• update sphinx doc

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Commits on Jan 28, 2023

• add index sampler

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• register index sampler for ensemble posterior

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• add missing stuff to index sampler

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• fix bug

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Commits on Jan 30, 2023

• Update botorch/models/ensemble.py

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• Update botorch/models/ensemble.py

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• Update botorch/posteriors/ensemble.py

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• Update botorch/posteriors/ensemble.py

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• Update botorch/posteriors/ensemble.py

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• Update botorch/posteriors/ensemble.py

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• Update botorch/sampling/index_sampler.py

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• Merge branch 'main' into ensemble_posterior

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• fix docstring

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• ensemble posterior working

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Commits on Jan 31, 2023

• update doc strings for ensemble posterior and index sampler

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• add tests for index sampler

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• fix tests for ensemble posterior

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• add index sampler to docs

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• fix ufmt

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• remove size from ensemble model

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Commits on Feb 2, 2023

• make ensemble posterior compatible to the deterministic one.

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• rewrite deterministic to ensemble model

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• fix ufmt

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• add nullop for IndexSampler

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• fix flake8

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Commits on Feb 3, 2023

• Update botorch/models/deterministic.py

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• Update botorch/sampling/get_sampler.py

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• Update botorch/sampling/index_sampler.py

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• Update botorch/sampling/index_sampler.py

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• fix flake8

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• update docstring

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• refactor ensemble dimension

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Commits on Feb 4, 2023

• add ensemble model test

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• add deprecation warning for deterministic posterior

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• fix flake8

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Commits on Feb 5, 2023

• Update test/sampling/test_index_sampler.py

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• Update test/posteriors/test_ensemble.py

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• Update test/posteriors/test_ensemble.py

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• Update botorch/models/deterministic.py

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• change forward_ to _forward

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• rename ensemble to ensemble_size

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• fix black

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• improve _extended_shape

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Commits on Feb 8, 2023

• Update botorch/posteriors/ensemble.py

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• update doc string

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• update black

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