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, ... 🧠
GitHub repository with 67,501 stars and 6,756 forks.
Language: Python
Topics: attention, deep-learning, deep-learning-tutorial, gan, literate-programming, lora, machine-learning, neural-networks, optimizers, pytorch