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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
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