L1 and L2 Norms and Unit Normalization

Vector Norms and Unit Balls in Machine Learning

A vector norm is a function that maps a vector to a single positive scalar value summarizing its "size" or magnitude, formalized through the p-norm family for p ≥ 1, defined as the p-th root of the s…