workshop-lightgbm-dask

This repo contains demo code for a Saturn Cloud workshop, "Scaling LightGBM Training with Dask on Saturn Cloud".

Prerequisites

Attendees must have an account on Saturn Cloud Community. You can sign up for free at https://accounts.community.saturnenterprise.io/auth/signup.

Setup

1. Once logged in to Saturn, go to the "Projects" page. Select LightGBM from "Quick Start Projects"

2. Click "Create" on the next screen. This will create a project called lightgbm.
3. Start the Jupyter instance and Dask cluster.
4. Once Jupyter is running, click "JupyterLab" to open Jupyter Lab.
5. Open 01-lightgbm.ipynb, and run the cells in order.

Where to Learn More

For more information about past and future Saturn events see https://www.saturncloud.io/s/events/.

For a deeper discussion of Dask and LightGBM, see "LightGBM Training with Dask".

For more information on LightGBM, see https://lightgbm.readthedocs.io/en/latest/.