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XGBoost

Table Of Contents

  • Installation Guide
  • Get Started with XGBoost
  • XGBoost Tutorials
  • Frequently Asked Questions
  • XGBoost User Forum
  • GPU support
  • XGBoost Parameters
  • XGBoost Tree Methods
  • Python package
    • Python Package Introduction
    • Python API Reference
    • Callback Functions
    • Model
    • Python examples
  • R package
  • JVM package
  • Ruby package
  • Swift package
  • Julia package
  • C Package
  • C++ Interface
  • CLI interface
  • Contribute to XGBoost
  1. Docs
  2. XGBoost Python Package

XGBoost Python Package¶

This page contains links to all the python related documents on python package. To install the package package, checkout Installation Guide.

Contents¶

  • Python Package Introduction
    • Install XGBoost
    • Data Interface
    • Setting Parameters
    • Training
    • Early Stopping
    • Prediction
    • Plotting
  • Python API Reference
    • Global Configuration
    • Core Data Structure
    • Learning API
    • Scikit-Learn API
    • Plotting API
    • Callback API
    • Dask API
  • Callback Functions
    • Using builtin callbacks
    • Defining your own callback
  • Model
    • Slice tree model
  • Python examples
XGBoost Tree Methods
Python Package Introduction

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