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XGBoost
Flexible
Supports regression, classification, ranking and user defined objectives.
Portable
Runs on Windows, Linux and OS X, as well as various cloud Platforms
Multiple Languages
Supports multiple languages including C++, Python, R, Java, Scala, Julia.
Battle-tested
Wins many data science and machine learning challenges. Used in production by multiple companies.
Distributed on Cloud
Supports distributed training on multiple machines, including AWS, GCE, Azure, and Yarn clusters. Can be integrated with Flink, Spark and other cloud dataflow systems.
Performance
The well-optimized backend system for the best performance with limited resources. The distributed version solves problems beyond billions of examples with same code.