Useful NumPy functions you should know! 🎚️

#python #coding #programming 00:00:00 zeros() 00:01:29 ones() 00:01:52 full() 00:02:16 eye() 00:03:09 empty() 00:03:59 arange() 00:05:16 linspace() import numpy as np # Creates an array with zeros array = np.zeros((2, 3, 10)) print(array) # Creates an array with ones array = np.ones((2, 3, 10)) print(array) # Creates an array with a given value array = np.full((2, 3), 9) print(array) # Creates an array w/o initializing entries array = np.empty((2, 3)) print(array) # Creates an identity matrix with 0s and 1s array = np.eye(5) print(array) # Creates an array with evenly spaced values up to a given range array = np.arange(0, 100, 0.1) # (start, stop, step) print(array) # Creates an array with a set number of values that are evenly spaced array = np.linspace(0, 10, 5) # (start, stop, num) print(array)