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.

Date Created 2021-04-20 (3 years ago)

Commits 192 (last one 10 months ago)

Stargazers 271 (3 this week)

Watchers 8 (0 this week)

Forks 38

License mit

Ranking

RepositoryStats indexes 595,856 repositories, of these ContinualAI/continual-learning-baselines is ranked #145,632 (76th percentile) for total stargazers, and #246,776 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #25,341/119,431.

Other Information

ContinualAI/continual-learning-baselines has 1 open pull request on Github, 29 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 17 open issues and 37 closed issues.

There have been 1 release, the latest one was published on 2022-03-25 (2 years ago) with the name Beta release.

Homepage URL: https://avalanche.continualai.org/

All Topics

ewc gem lwf agem gdumb icarl baselines assessment literature experiments reproduction lifelong-learning continual-learning synaptic-intelligence elastic-weight-consolidation

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Recent Commit History

145 commits on the default branch (main) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-12-22 @ 12:02am, id: 359855911 / R_kgDOFXL3Jw