Convex-Optimization
This is a repository created for Alexandre d'Aspremont's class (M2 MVA 2017-2018) on convex optimization.
This repository includes a notebook with the implementation of solvers for both primal and dual of the well-known Support Vector Machine problem. Here we use barrier method combined with Newton's method. We test our solver with the classical iris dataset.