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  • Installation Guide
  • Building From Source
  • Get Started with XGBoost
  • XGBoost Tutorials
  • Frequently Asked Questions
  • GPU Support
  • XGBoost Parameters
  • Prediction
  • Tree Methods
  • Python Package
  • R Package
  • JVM Package
    • Getting Started with XGBoost4J
    • XGBoost4J-Spark Tutorial
    • XGBoost4J-Spark-GPU Tutorial
    • Code Examples
    • API docs
    • How to migrate to XGBoost-Spark jvm 3.x
  • Ruby Package
  • Swift Package
  • Julia Package
  • C Package
  • C++ Interface
  • CLI Interface
  • Contribute to XGBoost
  • Release Notes
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XGBoost JVM Package

Build Status GitHub license

You have found the XGBoost JVM Package!

Installation

Checkout the Installation Guide for how to install the jvm package, or Building from Source on how to build it from the sources.

Contents

  • Getting Started with XGBoost4J
    • Data Interface
    • Setting Parameters
    • Training Model
    • Prediction
  • XGBoost4J-Spark Tutorial
    • Build an ML Application with XGBoost4J-Spark
    • Building a ML Pipeline with XGBoost4J-Spark
    • Run XGBoost4J-Spark in Production
    • External Memory
  • XGBoost4J-Spark-GPU Tutorial
    • Build an ML Application with XGBoost4J-Spark-GPU
    • Submit the application
    • RMM Support
  • Code Examples
  • API docs
  • How to migrate to XGBoost-Spark jvm 3.x
    • XGBoost4j Spark Packages
    • XGBoost Ranking
    • Removed Parameters

Note

Please note that the flink interface is still under construction.

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