README.md

Epsilon SVR and RH SVR Models

Developed open source python library for Support Vector Regression (SVR) using convex optimization package (such as CVXOPT) and compared its performance with LIBSVM/sklearn. Implemented epsilon-SVR and RH-SVR in python

Resources

1. A geometric approach to support vector regression
2. Quadratic Programming with Python and CVXOPT
3. Convex Optimizer Python
4. A tutorial on SVR