chore(deps): bump xgboost from 2.1.4 to 3.0.1

Bumps [xgboost](https://github.com/dmlc/xgboost) from 2.1.4 to 3.0.1.
- [Release notes](https://github.com/dmlc/xgboost/releases)
- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)
- [Commits](dmlc/xgboost@v2.1.4...v3.0.1)

---
updated-dependencies:
- dependency-name: xgboost
  dependency-version: 3.0.1
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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

Author: dependabot[bot]

requirements-freqai.txt

@@ -7,6 +7,6 @@ scikit-learn==1.6.1
 joblib==1.5.0
 catboost==1.2.8; 'arm' not in platform_machine
 lightgbm==4.6.0
-xgboost==2.1.4
+xgboost==3.0.1
 tensorboard==2.19.0
 datasieve==0.1.9