Update dependency catboost to v1.2.8 (#2424)

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

Author: renovate[bot]

requirements-test.txt

@@ -13,7 +13,7 @@ pandas==2.2.3 ; python_version >= '3.11'
 xgboost==2.1.4 ; python_version < '3.10'
 xgboost==3.0.0 ; python_version >= '3.10'
 lightgbm==4.6.0
-catboost==1.2.7 ; python_version < '3.11' # TODO: Remove 3.11 condition when catboost supports numpy 2.0
+catboost==1.2.8 ; python_version < '3.11' # TODO: Remove 3.11 condition when catboost supports numpy 2.0
 shap==0.47.1 ; python_version < '3.13'
 array-api-compat==1.11.2
 array-api-strict==2.3.1