How can I reshape a NumPy array in Python?
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How can I reshape a NumPy array in Python?
You can use the reshape() method in NumPy to change the shape of an array. For example, array.reshape(new_shape).
Can you show me an example of reshaping a 1D array to a 2D array?
Sure! If you have a 1D array like np.array([1, 2, 3, 4, 5, 6]), you can reshape it to 2D with array.reshape(2, 3).
What happens if the new shape is not compatible with the original array size?
If the new shape is not compatible, NumPy will raise a ValueError. The total number of elements must remain the same.
Can I reshape an array in place?
No, the reshape() method returns a new array. If you want to keep the reshaped array, you need to assign it to a variable.
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