This is an example of SVM implementation by Python based on cvxopt.
The quadratic programming function, please refer to http://cvxopt.org/userguide/coneprog.html?highlight=qp#cvxopt.solvers.qp
The theory of SVM, please refer to the four SVM slides included in this project.