Update dependency xgboost to v3.0.4 (#2661)

* Update dependency xgboost to v3.0.4

* Update requirements-test.txt

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Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: Alexander Andreev <[email protected]>

Author: renovate[bot]

requirements-test.txt

@@ -11,7 +11,7 @@ scikit-learn==1.7.1 ; python_version >= '3.10'
 pandas==2.1.3 ; python_version < '3.11'
 pandas==2.3.1 ; python_version >= '3.11'
 xgboost==2.1.4 ; python_version < '3.10'
-xgboost==3.0.3 ; python_version >= '3.10'
+xgboost==3.0.4 ; python_version >= '3.10'
 lightgbm==4.6.0
 catboost==1.2.8
 shap==0.48.0