RAW Book Machine Learning

Machine Learning

22 Jun · Robert Eisele

Introduction to the Log-Sum-Exp Trick in Machine Learning

This chapter develops the log-sum-exp trick from core definitions and proves the exact max-shift identity used for numerical stability. It explains...

Introduction to k-Nearest Neighbors
Introduction to Linear Discriminant Analysis
Introduction to LOESS and LOWESS
Introduction to Regression
Introduction to the Log-Sum-Exp Trick in Machine Learning

Solutions to Coding Challenges

Machine Learning

Introduction to the Log-Sum-Exp Trick in Machine Learning

Contents