Bump xgboost from 2.1.4 to 3.0.5 (#5334)

Bumps [xgboost](https://github.com/dmlc/xgboost) from 2.1.4 to 3.0.5.
- [Release notes](https://github.com/dmlc/xgboost/releases)
- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)
- [Commits](dmlc/xgboost@v2.1.4...v3.0.5)

---
updated-dependencies:
- dependency-name: xgboost
  dependency-version: 3.0.5
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Author: dependabot[bot]

requirements.txt

@@ -40,5 +40,5 @@ taskcluster==90.0.3
 tenacity==9.1.2
 tqdm==4.67.1
 unidiff==0.7.5
-xgboost==2.1.4
+xgboost==3.0.5
 zstandard==0.25.0