pandaadir05 2bcfcac407 Fix anomaly detection issues and add missing functionality ...

Fixed issues:
- Corrected Welford's online algorithm for variance calculation
- Added NaN and infinity guards to prevent invalid calculations
- Added Serialize/Deserialize traits to AnomalyScore and ProcessProfile

Added functionality:
- Profile persistence with save_profiles() and load_profiles()
- Global baseline computation from all process profiles
- Profile cleanup method to remove stale profiles
- Additional utility methods for profile management

2025-11-21 12:49:42 +02:00

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