EWC.pytorch

January 3, 2018 ยท View on GitHub

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.