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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 295

2. ContinualLearning-SequentialProcessing ContinualLearning-SequentialProcessing Public

   Continual Learning with Gated Incremental Memories for Sequential Data Processing. IJCNN 2020. Continual Learning with Recurrent Neural Networks (RNNs) inspired by Progressive network architecture.

   Python 15 4

3. Pervasive-AI-Lab/ContinualLearning-EchoStateNetworks Pervasive-AI-Lab/ContinualLearning-EchoStateNetworks Public

   Continual Learning with Echo State Networks experiments

   Python 9 2

4. Relation-Network-PyTorch Relation-Network-PyTorch Public

   Implementation of Relation Network and Recurrent Relational Network using PyTorch v1.3. Original papers: (RN) https://arxiv.org/abs/1706.01427 (RRN): https://arxiv.org/abs/1711.08028

   Python 19 7

5. ContinualAI/continual-learning-papers ContinualAI/continual-learning-papers Public

   Continual Learning papers list, curated by ContinualAI

   HTML 589 54

6. ContinualAI/continual-learning-baselines ContinualAI/continual-learning-baselines Public

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

   Python 274 38