Bump optuna from 3.3.0 to 3.4.0 (#13)

Bumps [optuna](https://github.com/optuna/optuna) from 3.3.0 to 3.4.0.
- [Release notes](https://github.com/optuna/optuna/releases)
- [Commits](optuna/optuna@v3.3.0...v3.4.0)

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

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

requirements.txt

@@ -1,5 +1,5 @@
 numpy==1.26.1
-optuna==3.3.0
+optuna==3.4.0
 pandas==2.1.1
 scipy==1.11.3
 scikit-learn==1.3.2