How exactly is scipy.linalg.lu() different from scipy.linalg.lu_factor()?

Question

I\'ve read scipy.linalg.lu() vs scipy.linalg.lu_factor() and How to understand the pivot matrix of scipy.linalg.lu_factor? already, but I still am lost about the real difference