A function allows you to lazily evaluate and differentiate a program. A program is a collection of variables and expressions, and the corresponding function is created by specifying the target ...
Abstract: We present auto_diff, a package that performs automatic differentiation of numerical Python code. auto_diff overrides Python's NumPy package's functions, augmenting them with seamless ...