multi-variable derivative

A function is differentiable at iff there is a linear transformation (the derivative of at ) such that

We can think this definition in terms of Taylor series:

If the derivative exist, it should be the Jacobian Matrix. However, there are cases where the derivative DNE even if all partial derivatives exist.

If all the partial derivative exist and are continuous, then the full derivative exists