deep learning

课程

• 深度学习 专项课程
• TensorFlow in Practice
• http://neuralnetworksanddeeplearning.com/
• http://cs231n.github.io/
• CS 20: Tensorflow for Deep Learning Research

深度学习教材

• http://neuralnetworksanddeeplearning.com/index.html
• 花书 中文版
• 动手学深度学习 PyTorch版

Attention, Transformer

• Attention Is All You Need
• Universal Transformers
• 李宏毅老师课程 pdf ppt video youtube vidoe bilibili
• The Illustrated Transformer
• The Annotated Transformer
• keras-transformer