GMvandeVen / continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

Date Created 2018-09-26 (5 years ago)

Commits 41 (last one 2 months ago)

Stargazers 1,475 (5 this week)

Watchers 29 (0 this week)

Forks 305

License mit

Ranking

RepositoryStats indexes 523,840 repositories, of these GMvandeVen/continual-learning is ranked #33,135 (94th percentile) for total stargazers, and #74,026 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #672/14,471.

GMvandeVen/continual-learning is also tagged with popular topics, for these it's ranked: deep-learning (#919/7720)

Other Information

GMvandeVen/continual-learning has Github issues enabled, there are 3 open issues and 27 closed issues.

There have been 1 release, the latest one was published on 2022-10-12 (about a year ago) with the name v1.0.0.

All Topics

icarl replay distillation deep-learning generative-models lifelong-learning continual-learning incremental-learning replay-through-feedback variational-autoencoder gradient-episodic-memory task-incremental-learning artificial-neural-networks class-incremental-learning domain-incremental-learning elastic-weight-consolidation

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20 commits on the default branch (master) since jan '22

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The primary language is Jupyter Notebook but there's also others...

updated: 2024-05-31 @ 08:09pm, id: 150479999 / R_kgDOCPgkfw