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1. ContinualAI/avalancheContinualAI/avalanchePublic

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

   Python 2k 312

2. facebookresearch/EgocentricUserAdaptationfacebookresearch/EgocentricUserAdaptationPublic

   In this codebase we establish a benchmark for egocentric user adaptation based on Ego4d.First, we start from a population model which has data from many users to learn user-agnostic representations…

   Python 15

3. CLsurveyCLsurveyPublic

   Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classi…

   Python 205 23

4. ContinualPrototypeEvolutionContinualPrototypeEvolutionPublic

   Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy…

   Python 45 7

5. RehearsalRevealedRehearsalRevealedPublic

   Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.

   Python 29 3

6. ContinualEvaluationContinualEvaluationPublic

   [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.

   Python 30 4