Gianluca TurcatelDec 28, 20214 min readMachine Learning - from scratchSVM From ScratchIntroduction In this article I will walk you through every detail of the linear SVM classifier, from theory to implementation. The...

Gianluca TurcatelDec 28, 20212 min readMachine Learning - from scratchSVM Margin Formula DerivationWhen introduced to the SVM algorithm, we all came across the formula for the width of the margin: where w is the vector identifying the...