Theory of Intelligence
MATH FOR AI•Linear Algebra•Singular Value Decomposition•11.3 Matrix Phylogeny

Introduction

How the families of matrices relate to each other, and which decomposition to use when.

Introduction

We have met many kinds of matrices — square, invertible, symmetric, positive definite, orthogonal, diagonal — and many decompositions. This closing topic arranges them into a family tree ("phylogeny") so you can see which properties imply which, and gives a practical guide for choosing a decomposition.

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