[air](deps): Bump xgboost from 2.1.0 to 3.0.5 in /python/requirements/ml

Bumps [xgboost](https://github.com/dmlc/xgboost) from 2.1.0 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@v2.1.0...v3.0.5)

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

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

Author: dependabot[bot]

python/requirements/ml/core-requirements.txt

@@ -4,7 +4,7 @@ mlflow>=2.22.0
 wandb==0.17.0
 
 # ML training frameworks
-xgboost==2.1.0
+xgboost==3.0.5
 lightgbm==4.6.0
 
 # Huggingface