Machine Learning, Optimization, Differentiation, Neural Networks, Control.
however, in the interest of quelling this conundrum, let me provide a small heads-up on this topic and demystify the differences between AD and SD. The textbook definition of AD as per Wikipedia is given as the following statement — “In mathematics and computer algebra, automatic differentiation