Feathr

Feathr is an open-source platform for feature store and flag management tailored for machine learning workflows. It enables teams to manage features used in training models and serving predictions consistently. The tool supports batch processing with Apache Spark and integrates seamlessly with data lakes. Key capabilities include versioning features, lineage tracking, and offline evaluation environments.

Data scientists benefit from a unified interface to manage feature availability across development and production environments without code changes.