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Feast

The Open Source Feature Store for AI/ML
README.md


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 Machine Learning

    Python 5.5k 978

  2. feast-workshop feast-workshop Public

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

    Jupyter Notebook 82 55

  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 60 27

  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 10 18

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

    Resources backing the Feast fraud tutorial on GCP

    Jupyter Notebook 13 14

  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

Showing 10 of 27 repositories
  • feast Public

    The Open Source Feature Store for Machine Learning

    feast-dev/feast’s past year of commit activity
    Python 5,475 Apache-2.0 978 156 (5 issues need help) 18 Updated Sep 13, 2024
  • feast-workshop Public

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

    feast-dev/feast-workshop’s past year of commit activity
    Jupyter Notebook 82 55 1 5 Updated Sep 10, 2024
  • feast-credit-score-local-tutorial Public
    feast-dev/feast-credit-score-local-tutorial’s past year of commit activity
    Python 3 Apache-2.0 1 0 0 Updated Sep 5, 2024
  • .github Public

    Welcome to Feast, the Open Source Feature Store!

    feast-dev/.github’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Aug 23, 2024
  • dqm-tutorial Public
    feast-dev/dqm-tutorial’s past year of commit activity
    Jupyter Notebook 2 Apache-2.0 3 0 1 Updated Jun 10, 2024
  • feast-benchmarks Public

    Benchmarks for Feast

    feast-dev/feast-benchmarks’s past year of commit activity
    Python 3 Apache-2.0 6 1 0 Updated Apr 23, 2024
  • community Public
    feast-dev/community’s past year of commit activity
    2 Apache-2.0 5 1 0 Updated Apr 1, 2024
  • feast-demo Public

    Feast demo repository including use of on demand feature views and stream ingestion

    feast-dev/feast-demo’s past year of commit activity
    Python 7 5 0 0 Updated Aug 3, 2022
  • feast-load-test-proxy Public
    feast-dev/feast-load-test-proxy’s past year of commit activity
    Go 0 5 0 0 Updated Aug 2, 2022
  • gopy Public Forked from go-python/gopy

    gopy generates a CPython extension module from a go package.

    feast-dev/gopy’s past year of commit activity
    Go 0 BSD-3-Clause 116 0 0 Updated Jul 14, 2022
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