NumPy np.clip: Limit Array Values Easily

The purpose of the np.clip function in numpy is to restrict the elements in an array to a specified range. Specifically, it replaces elements that are lower than a specified minimum value with the minimum value, and replaces elements that are higher than a specified maximum value with the maximum value, while leaving elements within the specified range unchanged. This function can be used to handle outlier values by limiting data that falls outside of a reasonable range.