gds-detective

What problem does it solve?

Detect anomalies in geometric data spaces by applying structured detection recipes that surface multi-pattern signals beyond single-feature profiling, enabling faster root cause understanding and robust alerting.

Core Features & Use Cases

• Event anomaly rate recipes to surface joint deviations across patterns
• Composite subgroup analysis to catch Simpson's paradox
• Temporal burst detection, trajectory and drift analyses, and cross-pattern investigations
• Passive_scan for confirmation and multi-pattern risk assessment
• Use Case: surfaces anomalies in sphere data and supplier networks to trigger investigations.

Quick Start

Invoke gds-detective on your current sphere to run detection recipes and surface cross-pattern anomalies.