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, ... 🧠
A literate-programming library of 60+ annotated deep learning papers — This repo pairs PyTorch code with side-by-side explanatory notes for transformers, GANs, RL algorithms, optimizers and more, rendered on a companion website. It's actively updated weekly and now points to a separate 'Annotated Implementation Skill' for using coding agents to implement new papers in the same style. Useful for learners and engineers wanting to read algorithms as documented code rather than just papers.
Metrics
Retention can be computed 30 days after a repository first trends (it isn't shown until then). See About for how each metric is defined.
Star growth and Trending appearances (last 30 days)
Bands mark days on the trending list (darker = higher rank)
Daily trending ranks as a table (1 days)
| Date | Daily |
|---|---|
| Nov 5, 2026 | python #17 +18 |
Created Aug 25, 2020 · First on trending Nov 5, 2026
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Rank within deep-learning
| # | Repository | ★ |
|---|---|---|
| 1 | tensorflow/tensorflow | 201,446 |
| 2 | huggingface/transformers | 168,755 |
| 3 | AUTOMATIC1111/stable-diffusion-webui | 165,293 |
| 4 | pytorch/pytorch | 105,332 |
| 5 | rohitg00/ai-engineering-from-scratch | 78,323 |
| 6 | labmlai/annotated_deep_learning_paper_implementations | 67,746 |
| 7 | roboflow/supervision | 51,588 |
| 8 | coqui-ai/TTS | 46,210 |
| 9 | ray-project/ray | 44,251 |
| 10 | huggingface/diffusers | 34,902 |