Custom implementations for various Support Vector Machines(SVMs) in Python:
- Hard Margin Classifier - Primal and Dual formulations
- Soft Margin Classifier - Dual formulation
- Proximal SVM - Dual formulation
All the formulations have been optimized using CVXOPT library.