Curated list of project-based tutorials
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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, ... 🧠
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
机器学习相关教程
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
A free, online learning platform to make quality education accessible for all.
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
Deep Learning Tutorial notes and code. See the wiki for more info.
A best practice for tensorflow project template architecture.
[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.
Deep Learning Resources and Tutorials using Keras and Lasagne
A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env
A website to teach Wagtail CMS to content editors, moderators and administrators.
Spatial Transformer Nets in TensorFlow/ TensorLayer