NumExpr is a fast numerical expression evaluator for NumPy. With it, expressions that operate on arrays (like '3*a+4*b') are accelerated and use less memory than doing the same calculation in Python.

w3schools - A simple collection of NumPy universal function (ufunc) examples to understand element-wise operations, broadcasting, and custom ufuncs in Python.