A one to one transformation is a transformation matrix that has a unique output for a certain input. The function
is one-to-one as there is only one x that can result in a specific f(x). This is not the case of
f(x) = x^2$$ For example, as two inputs can result in the same output, for example 1 and -1 are both 1.