Design Patterns MCP Server

{ "id": "continual-learning", "name": "Continual Learning", "category": "AI/ML", "description": "Learns new tasks while retaining knowledge of previous tasks", "when_to_use": "Sequential tasks\nLifelong learning\nDynamic environments", "benefits": "Knowledge retention\nContinuous adaptation\nNo catastrophic forgetting\nEfficiency", "drawbacks": "Complex algorithms\nMemory requirements\nStability-plasticity dilemma", "use_cases": "Personalization\nAdaptive systems\nLifelong AI", "complexity": "Very High", "tags": [ "continual", "lifelong", "adaptation" ] }