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What are ways of creating 1D, 2D and 3D arrays in NumPy?

Answer»

Consider you have a normal python list. From this, we can create NumPy arrays by making use of the array function as follows:

  • One-Dimensional array
 import numpy as np
 
arr = [1,2,3,4] #python list
numpy_arr = np.array(arr) #numpy array
  • Two-Dimensional array
 import numpy as np

arr = [[1,2,3,4],[4,5,6,7]]
numpy_arr = np.array(arr)
  • Three-Dimensional array
 import numpy as np

arr = [[[1,2,3,4],[4,5,6,7],[7,8,9,10]]]
numpy_arr = np.array(arr)

Using the np.array() function, we can create NumPy arrays of any dimensions.




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