Feature Stores
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Centralized repositories for storing, managing, and serving ML features. Ensure consistency between training and inference, and enable feature reuse across teams.
Key Tools
- Feast — open-source feature store
- Tecton — managed feature platform
- Hopsworks — open-source ML platform with feature store
Related
- Model Serving (feature stores serve features at inference time)
- ML Infrastructure (part of ML platform)