Feast (Feature Store) is an operational data system for managing and serving machine learning features to models in production. Please see our documentation for the motivation behind the project.
Clone the latest stable version of the Feast repository and navigate to the infra/docker-compose sub-directory:
git clone --depth 1 --branch v0.7.0 https://github.com/feast-dev/feast.git
cd feast/infra/docker-compose
cp .env.sample .env
The .env file can optionally be configured based on your environment.
Bring up Feast:
docker-compose up -d
The command above will bring up a complete Feast deployment with a Jupyter Notebook containing example notebooks.
Please refer to the official documentation at https://docs.feast.dev
Feast is a community project and is still under active development. Your feedback and contributions are important to us. Please have a look at our contributing guide for details.