Feast
mlops platform
Open-source feature store for ML
Supported languages
Concepts
feature-viewsentitiesdata-sourcesonline-storeoffline-store
Pros and Cons
Ventajas
- + Leading open-source feature store
- + Online and offline serving
- + Data warehouse integration
- + Training/serving consistency
- + Simple SDK
Desventajas
- - Initial configuration
- - Scaling requires work
- - Documentation could improve
Casos de Uso
- Centralized feature engineering
- Feature sharing across teams
- Online feature serving
- Point-in-time correctness