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A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

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A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

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  • C++ 83.0%
  • Python 10.2%
  • Cuda 3.3%
  • Scala 0.6%
  • Makefile 0.6%
  • R 0.5%
  • Other 1.8%