A full-stack AutoML platform built on AutoGluon and Domino Data Lab. Provides a web UI for training, evaluating, and deploying ML models across tabular and time series data types.

See the Extension Design document.

• Python 3.11 (recommended for AutoGluon compatibility)
• Node.js 20+
• uv (recommended for Python dependency installation)

cd automl-service

# Recommended: uv for Python dependencies
pip install uv
uv venv ../.venv
VIRTUAL_ENV=../.venv uv pip install -r requirements-dev.txt -r requirements.txt

cd ../automl-ui
npm install

From the repository root:

./app.sh --dev

Run the app_prod.sh script, which starts both backend and frontend as a combined Domino App.

• Backend setup, local development, generated-client rebuilds, and testing: automl-service/README.md
• Frontend install, development, and production build details: automl-ui/README.md

MIT License