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Summary: Adds an implementation of qLogNParEGO that is compatible with Ax MBM. This constructs the Chebyshev scalarization before deferring to qLogNEI for remaining computations. The construction of the Chebyshev objective mirrors what was done in _get_acqusition_func for the legacy Ax model.

Differential Revision: D58122015

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Jun 5, 2024
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This pull request was exported from Phabricator. Differential Revision: D58122015

saitcakmak added a commit to saitcakmak/botorch that referenced this pull request Jun 5, 2024
Summary:

Adds an implementation of qLogNParEGO that is compatible with Ax MBM. This constructs the Chebyshev scalarization before deferring to qLogNEI for remaining computations. The construction of the Chebyshev objective mirrors what was done in `_get_acqusition_func` for the legacy Ax model.

Differential Revision: D58122015
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This pull request was exported from Phabricator. Differential Revision: D58122015

saitcakmak added a commit to saitcakmak/botorch that referenced this pull request Jun 5, 2024
Summary:

Adds an implementation of qLogNParEGO that is compatible with Ax MBM. This constructs the Chebyshev scalarization before deferring to qLogNEI for remaining computations. The construction of the Chebyshev objective mirrors what was done in `_get_acqusition_func` for the legacy Ax model.

Differential Revision: D58122015
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This pull request was exported from Phabricator. Differential Revision: D58122015

saitcakmak added a commit to saitcakmak/botorch that referenced this pull request Jun 5, 2024
Summary:

Adds an implementation of qLogNParEGO that is compatible with Ax MBM. This constructs the Chebyshev scalarization before deferring to qLogNEI for remaining computations. The construction of the Chebyshev objective mirrors what was done in `_get_acqusition_func` for the legacy Ax model.

Differential Revision: D58122015
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This pull request was exported from Phabricator. Differential Revision: D58122015

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codecov bot commented Jun 5, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 99.98%. Comparing base (5fbbf0e) to head (e20e2f3).

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #2364   +/-   ##
=======================================
  Coverage   99.98%   99.98%           
=======================================
  Files         189      190    +1     
  Lines       16552    16587   +35     
=======================================
+ Hits        16549    16584   +35     
  Misses          3        3           

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Summary:

Adds an implementation of qLogNParEGO that is compatible with Ax MBM. This constructs the Chebyshev scalarization before deferring to qLogNEI for remaining computations. The construction of the Chebyshev objective mirrors what was done in `_get_acqusition_func` for the legacy Ax model.

Reviewed By: SebastianAment

Differential Revision: D58122015
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This pull request was exported from Phabricator. Differential Revision: D58122015

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This pull request has been merged in 8f25f5b.

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