This project is the result of work on text-categorization problems. A 'localized' SVM is implemented here and tested on the Reuters-21578 data.
This project's source code contains pre-processing (for Reuters-21578) and testing code in Python, while the actual SVM part uses the LibSVM package, which is in C++.