https://github.com/continualai/continual-learning-baselines
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
https://github.com/continualai/continual-learning-baselines
agem assessment baselines continual-learning elastic-weight-consolidation ewc experiments gdumb gem icarl lifelong-learning literature lwf reproduction synaptic-intelligence
Last synced: 4 months ago
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Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
- Host: GitHub
- URL: https://github.com/continualai/continual-learning-baselines
- Owner: ContinualAI
- License: mit
- Created: 2021-04-20T15:01:32.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2024-02-20T15:04:19.000Z (over 1 year ago)
- Last Synced: 2025-05-28T00:41:44.036Z (4 months ago)
- Topics: agem, assessment, baselines, continual-learning, elastic-weight-consolidation, ewc, experiments, gdumb, gem, icarl, lifelong-learning, literature, lwf, reproduction, synaptic-intelligence
- Language: Python
- Homepage: https://avalanche.continualai.org/
- Size: 238 KB
- Stars: 294
- Watchers: 8
- Forks: 38
- Open Issues: 20
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Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Citation: CITATION.cff