xgboost/doc/jvm/index.rst
Bobby Wang 67c8c96784
[jvm-packages] [breaking] rework xgboost4j-spark and xgboost4j-spark-gpu (#10639)
- 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
2024-09-11 15:54:19 +08:00

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###################
XGBoost JVM Package
###################
.. raw:: html
<a href="https://travis-ci.org/dmlc/xgboost">
<img alt="Build Status" src="https://travis-ci.org/dmlc/xgboost.svg?branch=master">
</a>
<a href="https://github.com/dmlc/xgboost/blob/master/LICENSE">
<img alt="GitHub license" src="https://dmlc.github.io/img/apache2.svg">
</a>
You have found the XGBoost JVM Package!
.. _install_jvm_packages:
************
Installation
************
.. contents::
:local:
:backlinks: none
Checkout the :doc:`Installation Guide </install>` for how to install the jvm package, or
:doc:`Building from Source </build>` on how to build it from the sources.
********
Contents
********
.. toctree::
:maxdepth: 2
java_intro
XGBoost4J-Spark Tutorial <xgboost4j_spark_tutorial>
XGBoost4J-Spark-GPU Tutorial <xgboost4j_spark_gpu_tutorial>
Code Examples <https://github.com/dmlc/xgboost/tree/master/jvm-packages/xgboost4j-example>
API docs <api>
How to migrate to XGBoost-Spark jvm 3.x <xgboost_spark_migration>
.. note::
Please note that the flink interface is still under construction.