Ludwig is an open-source AutoML toolkit. Ludwig was originally developed internally within Uber. It was open sourced in February 2019, and is presently under incubation with the Linux Foundation.

This folder is a small demo showing how Ludwig can be run on Spell. We recommend Ludwig to all of our users looking to do AutoML on the platform.

The ludwig-demo.ipynb Jupyter notebook contains the code. You can launch this notebook on Spell by running the following CLI command (requires having the spell package installed):

spell jupyter \
    --lab \
    --github-url https://github.com/spellml/examples.git \
    ludwig-demo-workspace

This blog post, "An introduction to AutoML with Ludwig" discusses Ludwig and AutoML in some detail.