labmlai / annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Date Created 2020-08-25 (4 years ago)

Commits 829 (last one 6 months ago)

Stargazers 59,198 (101 this week)

Watchers 474 (0 this week)

Forks 6,007

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Ranking

RepositoryStats indexes 628,047 repositories, of these labmlai/annotated_deep_learning_paper_implementations is ranked #211 (99th percentile) for total stargazers, and #1,790 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #36/127,811.

labmlai/annotated_deep_learning_paper_implementations is also tagged with popular topics, for these it's ranked: deep-learning (#9/8777), machine-learning (#12/8358), pytorch (#5/6195), reinforcement-learning (#2/1430), transformer (#2/1066), transformers (#2/895), neural-networks (#2/750), gan (#1/539), lora (#1/293)

Other Information

labmlai/annotated_deep_learning_paper_implementations has 5 open pull requests on Github, 102 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 31 open issues and 105 closed issues.

Homepage URL: https://nn.labml.ai

All Topics

gan lora pytorch attention optimizers transformer transformers deep-learning neural-networks machine-learning literate-programming deep-learning-tutorial reinforcement-learning

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

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labmlai/annotated_deep_learning_paper_implementations

updated: 2025-03-15 @ 10:16pm, id: 290091948 / R_kgDOEUpzrA