1.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, ... 🧠deep-learningdeep-learning-tutorialpytorchgantransformersreinforcement-learning+7 morePythonMIT68K total6.8K forks+178 starsfrom 67,457 · score 5.19
2.ChristosChristofidis / awesome-deep-learningA curated list of awesome Deep Learning tutorials, projects and communities.deep-learningneural-networkmachine-learningawesomeawesome-listrecurrent-networks+3 moreNo license29K total6.3K forks+135 starsfrom 28,985 · score 4.91
3.ujjwalkarn / Machine-Learning-Tutorialsmachine learning and deep learning tutorials, articles and other resources deep-learning-tutorialmachine-learningmachinelearningdeeplearningneural-networkneural-networks+5 moreCC0-1.018K total4K forks+88 starsfrom 18,236 · score 4.49
4.ShusenTang / Dive-into-DL-PyTorch本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。deep-learningdeep-learning-tutorialpytorchpytorch-tutorialcomputer-visionnatural-language-processing+1 moreJupyter NotebookAPACHE-2.020K total5.4K forks+24 starsfrom 19,497 · score 3.22
5.ritchieng / the-incredible-pytorchThe Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. pytorchpythondeep-learning-tutorialdeep-neural-networksdeep-learning-librarydeep-learningMIT13K total2.2K forks+21 starsfrom 12,648 · score 3.09
6.mgsalem / Tensorflow-Project-TemplateA best practice for tensorflow project template architecture. tesnorflowsoftware-engineeringoopdeep-learningneural-networkconvolutional-neural-networks+5 morePythonAPACHE-2.03.6K total788 forks+2 starsfrom 3,615 · score 1.10