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🧑🏫 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, ... 🧠
100 Days of ML Coding
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
PyTorch Tutorial for Deep Learning Researchers
A curated list of awesome Deep Learning tutorials, projects and communities.
Learn OpenCV : C++ and Python Examples
100-Days-Of-ML-Code中文版
Best Practices on Recommendation Systems
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
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。
machine learning and deep learning tutorials, articles and other resources
深度学习入门教程, 优秀文章, Deep Learning Tutorial
《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
:satellite: Simple and ready-to-use tutorials for TensorFlow
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
TensorFlow Tutorials with YouTube Videos
TensorFlow tutorials and best practices.
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
A course in reinforcement learning in the wild