The CVXOPT library is a powerful tool that facilitates the optimization process in training Soft Margin Support Vector Machine (SVM) models. SVM is a popular machine learning algorithm used for classification and regression tasks. It works by finding an optimal hyperplane that separates the data points into different classes while maximizing the margin between the