Pythonic way to replace list values with upper and lower bound (clamping, clipping, thresholding)?
问题 I want to replace outliners from a list. Therefore I define a upper and lower bound. Now every value above upper_bound and under lower_bound is replaced with the bound value. My approach was to do this in two steps using a numpy array. Now I wonder if it's possible to do this in one step, as I guess it could improve performance and readability. Is there a shorter way to do this? import numpy as np lowerBound, upperBound = 3, 7 arr = np.array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]) arr[arr >