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](scipy/scipy@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>

Author: dependabot[bot]

docs/requirements.txt

@@ -7,7 +7,7 @@ sphinx_subfigure==0.2.4
 bayesian-optimization==3.0.1
 scikit-optimize==0.10.2
 numpy==2.3.1
-scipy==1.16.0
+scipy==1.16.1
 joblib==1.5.1
 scikit-learn==1.7.1
 matplotlib==3.10.3