XGBoost Python Package

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

Contents

• Python Package Introduction
  • Install XGBoost
  • Data Interface
  • Setting Parameters
  • Training
  • Early Stopping
  • Prediction
  • Plotting
  • Scikit-Learn interface
• Python API Reference
  • Global Configuration
  • Core Data Structure
  • Learning API
  • Scikit-Learn API
  • Plotting API
  • Callback API
  • Dask API
    • Dask extensions for distributed training
      • Optional dask configuration
• Callback Functions
  • Using builtin callbacks
  • Defining your own callback
• Model
  • Slice tree model
• XGBoost Python Feature Walkthrough
• XGBoost Dask Feature Walkthrough