fix: bump scipy from 1.15.2 to 1.16.3

Bumps [scipy](https://github.com/scipy/scipy) from 1.15.2 to 1.16.3.
- [Release notes](https://github.com/scipy/scipy/releases)
- [Commits](scipy/scipy@v1.15.2...v1.16.3)

---
updated-dependencies:
- dependency-name: scipy
  dependency-version: 1.16.3
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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

Author: dependabot[bot]

requirements.txt

@@ -8,7 +8,7 @@ matplotlib==3.10.1
 seaborn==0.13.2
 
 # Data Analysis Libraries:
-scipy==1.15.2
+scipy==1.16.3
 scikit-learn==1.6.1
 
 # Machine Learning Libraries: