Module ewc 

EWC++ (Enhanced Elastic Weight Consolidation) for SONA

Prevents catastrophic forgetting with:

• Online Fisher information estimation
• Multi-task memory with circular buffer
• Automatic task boundary detection
• Adaptive lambda scheduling

Structs

EwcConfig

EWC++ configuration

EwcPlusPlus

EWC++ implementation

TaskFisher

Task-specific Fisher information