chore(deps): Bump xgboost from 2.1.1 to 2.1.2

Bumps [xgboost](https://github.com/dmlc/xgboost) from 2.1.1 to 2.1.2.
- [Release notes](https://github.com/dmlc/xgboost/releases)
- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)
- [Commits](dmlc/xgboost@v2.1.1...v2.1.2)

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

Signed-off-by: dependabot[bot] <[email protected]>

Author: dependabot[bot]

pyproject.toml

@@ -40,7 +40,7 @@ dependencies = [
   "scipy==1.14.1",
   "seaborn==0.13.2",
   "Werkzeug==3.0.4",
-  "xgboost==2.1.1",
+  "xgboost==2.1.2",
   "boto3==1.35.43",
   "pymarkdownlnt==0.9.22",
   "yamllint==1.35.1",