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labmlai/annotated_deep_learning_paper_implementations

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labmlai/annotated_deep_learning_paper_implementations

Large, actively maintained PyTorch repository of 60+ deep learning paper implementations with side-by-side explanatory notes and a companion documentation site. It is broad in scope, covering transformers, diffusion, GANs, RL, optimizers, and related models, and is widely forked and starred. Forks are most interesting if you want readable reference implementations plus documentation rather than a single-purpose library.

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Stars66,191
Forks6,657
Default branchmaster
Last pushed2026-01-22T04:26:00Z
Best maintainedNone
Closest to upstreameust-w/annotated_deep_learning_paper_implementations
Most feature-richSAIL-GuoLab/annotated_deep_learning_paper_implementations
Most opinionatedSAIL-GuoLab/annotated_deep_learning_paper_implementations
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