Hands-On Mathematics for Deep Learning
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Trace

Given an n×n matrix A, the sum of all the entries on the diagonal is called the trace. We write it like so:

The following are four important properties of the trace:

A very interesting property of the trace is that it is equal to the sum of its eigenvalues, so that the following applies: