Bump xgboost from 2.1.4 to 3.0.5

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
...

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

Author: dependabot[bot]

requirements_test.txt

@@ -41,7 +41,7 @@ ultralytics==8.3.213
 catboost==1.2.8
 GPy==1.13.2
 lightgbm==4.6.0
-xgboost==2.1.4
+xgboost==3.0.5
 
 kornia~=0.8.1
 tensorboardX==2.6.4