Hands-On Machine Learning for Algorithmic Trading

Testing the gradients

The notebook contains a test function that compares the numerical to the analytical gradient derived precedingly. It does so by slightly perturbing individual parameters and validates that the change in output value is similar to the change estimated by the analytical gradient.