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.
A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and survey (Neurocomputing).
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
CSUR 2025 Continual Learning of Large Language Models: A Comprehensive Survey
1. Dataset Knowledge Transfer for Class-Incremental Learning without Memory, WACV, 2022
The main features of edenbelouadah/class-incremental-learning are: Continual Learning Surveys.
Open-source alternatives to edenbelouadah/class-incremental-learning include: gmvandeven/continual-learning — PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM,… raptormai/online-continual-learning — A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including… sun-hailong/lamda-pilot — 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox. wang-ml-lab/llm-continual-learning-survey — [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey.