ConvexOptimizationTermProjectSVM

This is code for convex optimization term project.
The code is gathered from multiple tutorials and other github repositorys.

file discription
Linear SVM : svm_naive.ipynb
inseparable SVM : svm_compare.ipynb
nonlinear SVM : svm_kernel_cvxopt.ipynb, svm_kernel_cvxopt_circle.ipynb, svm_kernel_manual_with_cvxopt.ipynb
MNIST classification by SVM : svm_sklearn_mnist.py