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build(deps): bump optuna from 3.4.0 to 3.6.1 #1551

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@dependabot dependabot bot commented on behalf of github Apr 1, 2024

Bumps optuna from 3.4.0 to 3.6.1.

Release notes

Sourced from optuna's releases.

v3.6.1

This is the release note of v3.6.1.

Bug Fixes

  • [Backport] Fix Wilcoxon pruner bug when best_trial has no intermediate value #5370
  • [Backport] Address issue#5358 (#5371)
  • [Backport] Fix average_is_best implementation in WilcoxonPruner (#5373)

Other

  • Bump up version number to v3.6.1 (#5372)

Thanks to All the Contributors!

This release was made possible by the authors and the people who participated in the reviews and discussions.

@​HideakiImamura, @​eukaryo, @​nabenabe0928

v3.6.0

This is the release note of v3.6.0.

Highlights

Optuna 3.6 newly supports the following new features. See our release blog for more detailed information.

  • Wilcoxon Pruner: New Pruner Based on Wilcoxon Signed-Rank Test
  • Lightweight Gaussian Process (GP)-Based Sampler
  • Speeding up Importance Evaluation with PED-ANOVA
  • Stricter Verification Logic for FrozenTrial
  • Refactoring the Optuna Dashboard
  • Migration to Optuna Integration

Breaking Changes

  • Implement optuna.terminator using optuna._gp (#5241)

These migration-related PRs do not break the backward compatibility as long as optuna-integration v3.6.0 or later is installed in your environment.

... (truncated)

Commits
  • 39f83f7 Merge pull request #5373 from eukaryo/backport-5366
  • 69c0bf3 Merge pull request #5372 from HideakiImamura/bump-up-version-number-to-v3.6.1
  • 8a573cb Merge pull request #5371 from HideakiImamura/backport-5359-to-release-v3.6.1
  • 2ef896f Merge pull request #5370 from HideakiImamura/backport-5354-to-release-v3.6.1
  • 4b1a77f Merge pull request #5366 from contramundum53/fix-wilcoxon2
  • 6ab09a9 Bump up version number to v3.6.1
  • e7fa43f Address issue#5358 (#5359)
  • 7993ddd Merge pull request #5354 from contramundum53/fix-wilcoxon
  • 0f320d4 Merge pull request #5333 from HideakiImamura/backport-v3.6.0
  • f45dd5a Merge pull request #5332 from HideakiImamura/bug/fix-unintended-breaking-change
  • Additional commits viewable in compare view

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Bumps [optuna](https://github.com/optuna/optuna) from 3.4.0 to 3.6.1.
- [Release notes](https://github.com/optuna/optuna/releases)
- [Commits](optuna/optuna@v3.4.0...v3.6.1)

---
updated-dependencies:
- dependency-name: optuna
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot bot added the dependencies Pull requests that update a dependency file label Apr 1, 2024
@github-actions github-actions bot enabled auto-merge April 1, 2024 19:56
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