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This is a VERY experimental rewrite of libSVM and LibSVM-Plus.

@link http://www.csie.ntu.edu.tw/~cjlin/libsvm/
@link http://wiki.github.com/vincenzo/LIBSVM-Plus/

TODO:
- continue refactoring
- remove debug messages
- remove unused code
- add library namespace
- add abstract factory for Kernel and SVM types so it's possible to extend the library
- reduce dependencies
- revise includes to speed up compile time
- implement cache
- optimise code (GPU? Threads?)
- add tests
- add language bindings
- add documentation
- 

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