数据挖掘和机器学习研究资源

通用库
1. mloss - maching learning open source software
2. GraphLab - A New Parallel Framework for Machine Learning
3. Mahout - Scalable machine learning and data mining
4. dlib C++ library

统计机器翻译
1. 统计机器翻译 by wikipedia

统计学习和推理（statistical learning and inference）
1. Statistical Modeling and Inference Toolbox
2. Software by Kevin Murphy and students

词袋模型（bag-of-words model）
1. A demonstration of bag-of-words classifiers

分类（classification）
1. The Pyramid Match Kernel

Topic Model
1. Matlab Topic Modeling Toolbox
2. Stanford Topic Modeling Toolbox