My friend Yihong Jian posted a lot on his blog recently. I don’t have anything to post, so I’ll just put up some random books here.

Machine Learning

• Machine Learning (in Chinese) by Prof. Zhihua Zhou of Nanjing University. Also called “the Watermelon Book.”
• Deep Learning by Ian Goodfellow and Yoshua Bengio. Also called “the Flower Book.”
• Optimization for deep learning: Theory and Algorithms by Prof. Ruoyu Sun of UIUC’s ISE department.
• Reinforcement Learning: Theory and Algorithms by Prof. Nan Jiang of UIUC’s CS department.
• Transfer Learning Tutorials by Jindong Wang et al. of the Chinese Academy of Science, endorsed by Prof. Qiang Yang of HKUST.
• Introduction to Natural Language Processing by Han He, the author of HanLP.

Programing

• C++ Primer by Stanley B. Lippman.
• The Tao of Rust by Handong Zhang. Probably one of the best books about Rust.

Misc

• Permanent Record by Edward Snowden.
• Socialism Is Great!: A Worker’s Memoir of the New China by Lijia Zhang.

简亦泓同志最近非常高产，发了不少时序模型炒股的东西的博客，这两天看他在搞VGG硬卷股票走势图 ；我懒，开门营业就发点攒的书单吧（一本都没看完）。或许等我们社团的网站和微信机器人搞完了可以更新点别的。

炼丹

• 南京大学周志华教授的《机器学习》 西瓜书，似乎很多人推荐配合李航的统计学习方法看，不过后者还没看过
• Ian Goodfellow 和 Yoshua Bengio的《深度学习》 花书
• 我校工业系统工程系孙若愚教授 的 Optimization for deep learning: Theory and Algorithms，预印本发出来的时候国内媒体报道不少
• 我校计算机系 姜楠教授 的 Reinforcement Learning: Theory and Algorithms，我太菜了还看不太懂
• 中科院计算所王晋东的《迁移学习简明教程》，港科 杨强教授 安利
• 哈工大何晗的自然语言处理入门，大神写的 HanLP 非常好用

写码

• Stanley B. Lippman的C++ Primer ，直接看或者当参考书配合C++标准库查不错
• 张汉东的 《Rust编程之道》，Rust中文社区的大佬

杂项

• 斯诺登的Permanent Record，老大哥在看着你
• 张丽佳的Socialism Is Great!: A Worker’s Memoir of the New China

吐槽

美帝书真贵啊…中文翻译版或者引进版的价格几乎是把美元符号换成人民币