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Feast - Feature Store for Machine Learning

Overview

Feast (Feature Store) is a tool to manage storage and access of machine learning features.

It aims to:

  • Support ingesting feature data via batch or streaming
  • Provide scalable storage of feature data for serving and training
  • Provide an API for low latency access of features
  • Enable discovery and documentation of features
  • Provide an overview of the general health of features in the system

Notice

Feast is still under active development. Your feedback and contributions are important to us.

Source Code Headers

Every file containing source code must include copyright and license information. This includes any JS/CSS files that you might be serving out to browsers. (This is to help well-intentioned people avoid accidental copying that doesn't comply with the license.)

Apache header:

Copyright 2018 The Feast Authors

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    https://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.