# labml.ai | Knowledge Base | Instagit

Tools to help deep learning researchers

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## Repositories

### [annotated_deep_learning_paper_implementations](/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, ... 🧠

- 24 articles | 65.8k stars
- Tags: deep-dive, how-to-guide, tutorial, implementation-guide, architecture