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Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

Benchmarking Knowledge Transfer in Lifelong Robot Learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

PyCIL: A Python Toolbox for Class-Incremental Learning

For students, scholars, interviewees and lifelong learners. Let LLMs assist you in learning 🎓

✅ ✅ ✅ A massive repo filled with notes on everything from coding to philosophy to psychology to marketing to product

Continual Learning papers list, curated by ContinualAI

👏 Make learning a lifelong habit. 学无止境

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox