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1. ContinualAI/avalanche ContinualAI/avalanche Public

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

   Python 1.8k 292

2. facebookresearch/EgocentricUserAdaptation facebookresearch/EgocentricUserAdaptation Public

   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 11

3. CLsurvey CLsurvey Public

   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 197 24

4. ContinualPrototypeEvolution ContinualPrototypeEvolution Public

   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 43 6

5. RehearsalRevealed RehearsalRevealed Public

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

   Python 27 3

6. ContinualEvaluation ContinualEvaluation Public

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

   Python 25 4