https://github.com/moskomule/ewc.pytorch

An implementation of EWC with PyTorch
https://github.com/moskomule/ewc.pytorch

Last synced: 2 months ago
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An implementation of EWC with PyTorch

• Host: GitHub
• URL: https://github.com/moskomule/ewc.pytorch
• Owner: moskomule
• Archived: true
• Created: 2018-01-03T13:43:45.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-03-27T12:49:49.000Z (about 5 years ago)
• Last Synced: 2024-01-26T20:33:15.144Z (5 months ago)
• Language: Jupyter Notebook
• Size: 59.6 KB
• Stars: 209
• Watchers: 5
• Forks: 43
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# 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](demo.ipynb) demonstrates EWC with supervised learning.