Primal SVM implementation in python
This projekct is python port of Matlab Primal SVM - fast linear SVM implementation by Olivier Chapelle http://olivier.chapelle.cc/primal/
It can handle realy big datasets eficiently.
There are two solvers implemented:
- Newton method solver - Newton solver is better suited for problems with large number of examples (>1M) but small dimension (less than 1000)
- Conjugate Gradient solver - better for large and sparse problems
- Grab the code - Github - https://github.com/ksopyla/primal_svm
- Run the code at PLON - https://plon.io/explore/primal-svm/uxMhHaqwbjgh3yVAQ