chore(deps): bump the scipy group with 2 updates

Bumps the scipy group with 2 updates: [scipy](https://github.com/scipy/scipy) and [scipy-stubs](https://github.com/scipy/scipy-stubs).


Updates `scipy` from 1.16.1 to 1.16.2
- [Release notes](https://github.com/scipy/scipy/releases)
- [Commits](https://github.com/scipy/scipy/compare/v1.16.1...v1.16.2)

Updates `scipy-stubs` from 1.16.1.1 to 1.16.2.0
- [Release notes](https://github.com/scipy/scipy-stubs/releases)
- [Commits](https://github.com/scipy/scipy-stubs/compare/v1.16.1.1...v1.16.2.0)

---
updated-dependencies:
- dependency-name: scipy
  dependency-version: 1.16.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: scipy
- dependency-name: scipy-stubs
  dependency-version: 1.16.2.0
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: scipy
...

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

requirements-hyperopt.txt

@@ -2,7 +2,7 @@
 -r requirements.txt
 
 # Required for hyperopt
-scipy==1.16.1
+scipy==1.16.2
 scikit-learn==1.7.2
 filelock==3.19.1
 optuna==4.5.0