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Add AcquisitionFuncParams for LogEHVI#6052

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nabenabe0928 merged 30 commits intooptuna:masterfrom
nabenabe0928:feat/add-ehvi-acqf-params
May 2, 2025
Merged

Add AcquisitionFuncParams for LogEHVI#6052
nabenabe0928 merged 30 commits intooptuna:masterfrom
nabenabe0928:feat/add-ehvi-acqf-params

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Motivation

This PR adds an interface for LogEHVI, a multi-objective acquisition function.

Although this PR passes the CI standalone, this PR should be merged after

@nabenabe0928 nabenabe0928 added the feature Change that does not break compatibility, but affects the public interfaces. label Apr 28, 2025
@nabenabe0928 nabenabe0928 added this to the v4.4.0 milestone Apr 28, 2025
@nabenabe0928 nabenabe0928 marked this pull request as ready for review April 28, 2025 14:14
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@HideakiImamura @kAIto47802
Could you review this PR?

Co-authored-by: kAIto47802 <115693559+kAIto47802@users.noreply.github.com>
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I have finished reviewing acqf.py, leaving some comments. PTAL :octocat:

Co-authored-by: kAIto47802 <115693559+kAIto47802@users.noreply.github.com>
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Thanks for the PR. I have several comments. PTAL.

nabenabe0928 and others added 2 commits May 1, 2025 06:21
Co-authored-by: Hideaki Imamura <38826298+HideakiImamura@users.noreply.github.com>
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Thanks for the update! LGTM!

@HideakiImamura HideakiImamura removed their assignment May 1, 2025
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Thank you for the update! LGTM

@nabenabe0928 nabenabe0928 merged commit 8b1a38b into optuna:master May 2, 2025
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@kAIto47802 kAIto47802 removed their assignment May 2, 2025
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3 participants