阅读书单

做个记录，好找资料和阅读。

通用机器学习与深度学习基础

1. The Elements of Statistical Learning(ESL)，网络资源，豆瓣
2. Pattern Recognition and Machine Learning(PRML)，网络资源，豆瓣
3. Machine Learning(ML): 网络资源，豆瓣
4. Foundations of Machine Learning(FML)，网络资源，豆瓣
5. Deep Learning，网络资源，豆瓣

NLP，DM，IR，RL等

1. Neural Network Methods in Natural Language Processing，网络资源，豆瓣
2. Speech and Language Processing(3rd edition)，网络资源，豆瓣
3. Introduction to Information Retrieval，网络资源，豆瓣
4. Reinforcement Learning:An Introduction(2nd edition)，网络资源，豆瓣