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 (6 years ago)

Commits 49 (last one 22 days ago)

Stargazers 1,678 (1 this week)

Watchers 27 (0 this week)

Forks 322

License mit

Ranking

RepositoryStats indexes 637,312 repositories, of these GMvandeVen/continual-learning is ranked #32,495 (95th percentile) for total stargazers, and #80,607 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #722/19,257.

GMvandeVen/continual-learning is also tagged with popular topics, for these it's ranked: deep-learning (#889/8842), artificial-neural-networks (#9/104)

Other Information

GMvandeVen/continual-learning has Github issues enabled, there are 4 open issues and 28 closed issues.

There have been 1 release, the latest one was published on 2022-10-12 (2 years 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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28 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: 2025-04-08 @ 08:09pm, id: 150479999 / R_kgDOCPgkfw