Finite Differences

We can compute the gradient $g$ using standard finite difference methods, as follows

$\frac{\delta U}{\delta {\theta }_j}(\theta )=\frac{U(\theta +ϵe_j)-U(\theta -ϵe_j)}{2ϵ}$

• This is what I saw with the Numerical Gradient, centered difference formula!