A Reshape 3D NumPy Array to 2D Array?
Code Explanation:
● Library Import: numpy is imported as np for handling arrays and reshaping.
● Create 3D Array: np.random.rand(2, 3, 4) creates a 3D array with shape (2, 3, 4) filled with random values.
● Reshape Operation: .reshape(6, 4) transforms the 3D array into a 2D array with 6 rows and 4 columns.
● Size Match: The total number of elements remains the same (2×3×4 = 24), ensuring the reshape is valid.
● Store Result: The reshaped array is stored in the variable reshaped.
● Display Output: print(reshaped) displays the 2D version of the array.
Program:
import numpy as np
arr = np.random.rand(2, 3, 4)
reshaped = arr.reshape(6, 4)
print(reshaped)
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