Math notes

This part of the site is a loose collection of my math notes.

1. Notation

Since there are so many conventions in linear algebra, I’ve decided to pick one and be consistent. Below is what I use throughout the site.

1.1. Vectors

A vector (bold font).
The norm of the vector (a scalar), if it appears in the text. Otherwise, it’s some scalar.
The inner product of a vector with itself (a scalar). Equivalently, the norm of the vector squared.
The norm of a vector expression (a scalar).
The inner product of two vectors (a scalar).
The cross product of two vectors (a vector).

1.2. Matrices

A matrix.
A matrix product (a matrix). The former is premultiplying the latter or, equivalently, the latter is postmultiplying the former.
A matrix premultiplying a vector or, equivalently, operating on it (a vector).
The Kronecker product of two matrices (a matrix).
The inverse of an invertible square matrix (a matrix).
The determinant of a square matrix (a scalar).
The trace of a square matrix (a scalar).