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

Code

• Grab the code - Github - https://github.com/ksopyla/primal_svm
• Run the code at PLON - https://plon.io/explore/primal-svm/uxMhHaqwbjgh3yVAQ