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Top CONTINUAL-LEARNING GitHub Repositories & Tools (2026)

Discover the most starred and trending open source tools tagged with #continual-learning.

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3 matching projects · updated Sep 28, 2026 How we rank ↗

#1 TRENDING Human-Agent-Society/reef Python NEW 2026

Infrastructure for continually self‑improving agents

◇ agent-infrastructure ◇ ai-agents ◇ continual-learning ◇ inference

567 ↑ +397 today

#2 TRENDING letta-ai/letta-code TypeScript NEW 2025

Stateful agents that are like people, with memory, identity, and the ability to learn and adapt

◇ agent-memory ◇ ai ◇ claude ◇ codex

419 ↑ +28 today

#3 TRENDING TeleAI-UAGI/Awesome-Agent-Memory Python NEW 2025

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

◇ agent-memory ◇ ai-agent ◇ ai-agent-memory ◇ awesome

110 ↑ +1 today

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