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initializer for one-shot hvkg #1982

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Summary: Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Differential Revision: D48230663

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Aug 10, 2023
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codecov bot commented Aug 10, 2023

Codecov Report

Merging #1982 (84b5922) into main (52529e1) will decrease coverage by 0.07%.
Report is 1 commits behind head on main.
The diff coverage is 93.92%.

❗ Current head 84b5922 differs from pull request most recent head 9a680a6. Consider uploading reports for the commit 9a680a6 to get more accurate results

@@             Coverage Diff             @@
##              main    #1982      +/-   ##
===========================================
- Coverage   100.00%   99.93%   -0.07%     
===========================================
  Files          178      180       +2     
  Lines        15721    15892     +171     
===========================================
+ Hits         15721    15881     +160     
- Misses           0       11      +11     
Files Changed Coverage Δ
botorch/optim/initializers.py 98.24% <88.23%> (-1.76%) ⬇️
.../multi_objective/hypervolume_knowledge_gradient.py 95.61% <95.61%> (ø)
botorch/acquisition/knowledge_gradient.py 100.00% <100.00%> (ø)
botorch/acquisition/multi_objective/__init__.py 100.00% <100.00%> (ø)
botorch/acquisition/projected.py 100.00% <100.00%> (ø)

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This pull request was exported from Phabricator. Differential Revision: D48230663

sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
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This pull request was exported from Phabricator. Differential Revision: D48230663

sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D48230663

sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 9, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
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This pull request was exported from Phabricator. Differential Revision: D48230663

sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 10, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
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This pull request was exported from Phabricator. Differential Revision: D48230663

Summary:

This includes support for decoupled evaluations and multi-fidelity optimization

Reviewed By: Balandat

Differential Revision: D47809667
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 10, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
sdaulton added a commit to sdaulton/botorch that referenced this pull request Nov 10, 2023
Summary:

Adds an initializer for optimizing HVKG based on optimizing HV under the current posterior mean

Reviewed By: Balandat

Differential Revision: D48230663
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This pull request was exported from Phabricator. Differential Revision: D48230663

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This pull request has been merged in 498e329.

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