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 4 months ago)

Stargazers 245 (0 this week)

Watchers 7 (0 this week)

Forks 35

License mit

Ranking

RepositoryStats indexes 534,551 repositories, of these ContinualAI/continual-learning-baselines is ranked #145,692 (73rd percentile) for total stargazers, and #258,950 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #24,790/103,470.

Other Information

ContinualAI/continual-learning-baselines has Github issues enabled, there are 10 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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145 commits on the default branch (main) since jan '22

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

updated: 2024-06-20 @ 02:53pm, id: 359855911 / R_kgDOFXL3Jw