Update faker requirement from ~=35.2.0 to ~=36.1.0

Updates the requirements on [faker](https://github.com/joke2k/faker) to permit the latest version.
- [Release notes](https://github.com/joke2k/faker/releases)
- [Changelog](https://github.com/joke2k/faker/blob/master/CHANGELOG.md)
- [Commits](joke2k/faker@v35.2.0...v36.1.0)

---
updated-dependencies:
- dependency-name: faker
  dependency-type: direct:production
...

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Author: dependabot[bot]

requirements.txt

@@ -4,7 +4,7 @@ joblib~=1.3.2
 matplotlib~=3.10.0
 xgboost~=2.1.4
 scikit-learn~=1.6.1
-Faker~=35.2.0
+Faker~=36.1.0
 networkx~=3.2.1
 numpy~=2.2.2
 plotly~=6.0.0