数据挖掘资源汇总

文献库

1. Cornell University Library
2. citeseerx
3. NIPS Proceedings

数据挖掘

个人网站

1. Jiawei Han
2. Zhi-Hua Zhou
3. Jian Pei
4. Shirin’s playgRound, 她的新网站Shirin’s playgRound
5. Mohammed J. Zaki
6. TREVOR HASTIE
7. Philip S. Yu
8. 糗世界

其他

1. tutorialspoint, 子类Data Mining - Tasks
2. 50 data mining resources
3. 数据铺子
4. 数据挖掘十大算法详解
5. Analytics Vidhya
6. R and Data Mining

作图

1. function reference——ggplot2
2. Cookbook for R——Graphs
3. 3.

Deep Learning

个人网站

1. Chris McCormick
2. Sebastian Ruder
3. Jan Erik Solem
4. Adit Deshpande
5. colah’s blog（需翻墙）
6. handong1587’s blog
7. towards data science（需翻墙）

其他

1. tryo labs
2. WILDML
3. Research at Google（需翻墙）

教程

1. neural networks and deep learning
2. Deep Learning
3. Natural Language Processing with Python
4. deep learning 0.1-documentation
5. conditional random fields, 工具：CRF++: Yet Another CRF toolkit，CRFsuite A fast implementation of Conditional Random Fields (CRFs)
6. UFLDL Tutorial