This directory contains examples of machine learning workflows with LightGBM and Dask.

Before running this code, see the installation instructions for the Dask-package.

After installing the package and its dependencies, any of the examples here can be run with a command like this:

python binary-classification.py

The examples listed below contain minimal code showing how to train LightGBM models using Dask.

Training

• binary-classification.py
• multiclass-classification.py
• ranking.py
• regression.py

Prediction

• prediction.py