XGBoost Dask Feature Walkthrough

This directory contains some demonstrations for using dask with XGBoost. For an overview, see Distributed XGBoost with Dask

Use scikit-learn regressor interface with CPU histogram tree method

Use scikit-learn regressor interface with CPU histogram tree method

Use scikit-learn regressor interface with GPU histogram tree method

Use scikit-learn regressor interface with GPU histogram tree method

Example of training with Dask on CPU

Example of training with Dask on CPU

Example of training survival model with Dask on CPU

Example of training survival model with Dask on CPU

Example of using callbacks with Dask

Example of using callbacks with Dask

Example of training with Dask on GPU

Example of training with Dask on GPU

Example of forwarding evaluation logs to the client

Example of forwarding evaluation logs to the client

Learning to rank with the Dask Interface

Learning to rank with the Dask Interface

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