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GMvandeVen/continual-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.

Owner
GMvandeVen (personal account)
Stars
Stars: 1,891
Forks
Forks: 341
Language
Jupyter Notebook
License
MIT
Created
2018
Topics
deep-learningartificial-neural-networkscontinual-learninglifelong-learningincremental-learningreplaydistillationgenerative-modelsvariational-autoencoderelastic-weight-consolidation
Tier
Beta (700 to 1,999 ★) What this tier means
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