[New Book] Click to get Deep Learning with PyTorch!
Use the offer code 20offearlybird to get 20% off.

Tag Archives | separable case

IMG_9900

Method of Lagrange Multipliers: The Theory Behind Support Vector Machines (Part 1: The Separable Case)

This tutorial is designed for anyone looking for a deeper understanding of how Lagrange multipliers are used in building up the model for support vector machines (SVMs). SVMs were initially designed to solve binary classification problems and later extended and applied to regression and unsupervised learning. They have shown their success in solving many complex machine […]

Continue Reading 2