feature-store

What problem does it solve?

This Skill streamlines the management of feature engineering pipelines, enabling efficient computation and validation of feature data for machine learning models.

Core Features & Use Cases

• Feature Cataloging: Provides a comprehensive overview of available features, their categories, and status.
• On-Demand Computation: Allows users to compute specific feature groups or backfill historical data.
• Data Quality Assurance: Includes validation checks for missing values, outliers, and data freshness.
• Use Case: A data scientist needs to compute new momentum features for a trading strategy. They can use this Skill to trigger the computation for the 'momentum' group and then validate the quality of the newly generated features.

Quick Start

Use the feature-store skill to compute momentum features for all symbols.