continual-learning

name	continual-learning
description	Continual learning, lifelong learning, and catastrophic forgetting
license	MIT
compatibility	opencode
metadata	{"audience":"researchers","category":"machine-learning"}

What I do

• Build models that learn continuously
• Prevent catastrophic forgetting
• Apply experience replay
• Handle task drift

When to use me

When building systems that learn over time.

Key Concepts

• Catastrophic forgetting
• Experience replay
• Elastic weight consolidation
• Progressive networks
• Task incremental learning
• Class incremental learning
• Evaluation protocols