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EWC.pytorch

An implementation of Elastic Weight Consolidation (EWC), proposed in James Kirkpatrick et al. Overcoming catastrophic forgetting in neural networks 2016(10.1073/pnas.1611835114).

  • demo.ipynb demonstrates EWC with supervised learning.

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An implementation of EWC with PyTorch

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  • Jupyter Notebook 95.6%
  • Python 4.4%