There is no royal road to learning.
Hope these notes and materials can help smooth the road a little.
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《动手学深度学习》项目网站
面向中文读者的能运行、可讨论的深度学习教科书
含 PyTorch、NumPy/MXNet、TensorFlow 和 PaddlePaddle 实现
被全球 60 多个国家 400 多所大学用于教学。目前，英文版已超过160节内容（中文版第一版共96节），如增加了理论背景（如优化收敛分析）、硬件设计（如参数服务器）、全新篇章（如注意力机制、推荐系统、深度学习的数学、生成对抗网络）、应用种类（如自然语言推理）、模型种类（如Transformer、BERT）等，并优化重组了大量章节（如将自然语言处理篇章按从预训练表征、到模型设计、再到下游应用重构）
相关网页:
Pytorch论坛
Dive into Deep learning论坛
how to calculate Derivation of matrix
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