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- Introduce an abstract XGBoost Estimator - Update to the latest XGBoost parameters - Add all XGBoost parameters supported in XGBoost4j-spark. - Add setter and getter for these parameters. - Remove the deprecated parameters - Address the missing value handling - Remove any ETL operations in XGBoost - Rework the GPU plugin - Expand sanity tests for CPU and GPU consistency
XGBoost4J: Distributed XGBoost for Scala/Java
Documentation | Resources | Release Notes
XGBoost4J is the JVM package of xgboost. It brings all the optimizations and power xgboost into JVM ecosystem.
- Train XGBoost models in scala and java with easy customization.
- Run distributed xgboost natively on jvm frameworks such as Apache Flink and Apache Spark.
You can find more about XGBoost on Documentation and Resource Page.