chore(deps): bump scipy from 1.16.0 to 1.16.1

Bumps [scipy](https://github.com/scipy/scipy) from 1.16.0 to 1.16.1.
- [Release notes](https://github.com/scipy/scipy/releases)
- [Commits](https://github.com/scipy/scipy/compare/v1.16.0...v1.16.1)

---
updated-dependencies:
- dependency-name: scipy
  dependency-version: 1.16.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>

requirements-hyperopt.txt

@@ -2,7 +2,7 @@
 -r requirements.txt
 
 # Required for hyperopt
-scipy==1.16.0
+scipy==1.16.1
 scikit-learn==1.7.1
 filelock==3.18.0
 optuna==4.4.0