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@ContinualAI

ContinualAI

A non-profit research organization and open community on Continual Learning for AI.

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  1. avalanche Public

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

    Python 1.3k 214

  2. colab Public

    Continual Learning tutorials and demo running on Google Colaboratory.

    Jupyter Notebook 297 89

  3. Continual Learning papers list, curated by ContinualAI

    HTML 339 37

  4. wiki Public

    ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning

    46 10

  5. Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

    Python 147 24

  6. Avalanche fork adding RL support

    Python 51 7

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