continual-learning
by GMvandeVen (personal account)
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. (description from the project’s GitHub page)
Repository facts
- Stars
- 1,889
- Forks
- 344
- Open issues and pull requests
- 5
- Primary language
- Jupyter Notebook
- License
- MIT License (MIT)
- Owner
- GMvandeVen · Personal account
- Created
- Sep 26, 2018
- Last push
- Nov 5, 2025
Topics
- artificial-neural-networks
- class-incremental-learning
- continual-learning
- deep-learning
- distillation
- domain-incremental-learning
- elastic-weight-consolidation
- generative-models
- gradient-episodic-memory
- icarl
- incremental-learning
- lifelong-learning
- replay
- replay-through-feedback
- task-incremental-learning
- variational-autoencoder
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