Hands-On Mathematics for Deep Learning

Vector fields

We define a vector field as a function , and it can only be differentiated if the following applies:

Here, is the derivative of F.

We can think of M as a matrix that maps one vector to another, and we can now express F as follows:

Here, for all , and therefore, the derivative of F is this:

Earlier on in single and multivariable ...