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Feast

The Open Source Feature Store for AI/ML


Hello there! 👋

Welcome to Feast, the Open Source Feature Store. We are so glad you're here!

Come join us on Slack!

👋👋👋 Come say hi on Slack! or reach out to us on Twitter/X.

Overview

Feast (Feature Store) is an open-source feature store that helps teams operate production ML systems at scale by allowing them to define, manage, validate, and serve features for production AI/ML.

Feast's feature store is composed of two foundational components: (1) an offline store for historical feature extraction used in model training and an (2) online store for serving features at low-latency in production systems and applications.

Our main repository is the Feast repo licensed under Apache 2.0.

Contributing

If you want to get involved check out our Contribution Process.

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  1. feast feast Public

    The Open Source Feature Store for AI/ML

    Python 6.4k 1.2k

  2. feast-workshop feast-workshop Public

    A workshop with several modules to help learn Feast, an open-source feature store

    Jupyter Notebook 93 57

  3. feast-aws-credit-scoring-tutorial feast-aws-credit-scoring-tutorial Public

    Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model

    Python 67 32

  4. feast-gcp-driver-ranking-tutorial feast-gcp-driver-ranking-tutorial Public

    Feast GCP tutorial using BigQuery / Datastore to train / serve a driver ranking model

    Jupyter Notebook 13 18

  5. feast-gcp-fraud-tutorial feast-gcp-fraud-tutorial Public

    Resources backing the Feast fraud tutorial on GCP

    Jupyter Notebook 14 15

  6. feast-ci-repo-example feast-ci-repo-example Public

    Example of how to structure Feast feature repositories & CI for production

    Python 7 6

Repositories

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