How do I find the shape of a NumPy array?
An example of an AI chatbot conversation about finding the shape of a NumPy array.
How do I find the shape of a NumPy array?
You can find the shape of a NumPy array using the .shape attribute. For example, if you have an array arr, you can use arr.shape.
Can you show me an example?
Sure! Here's an example:
import numpy as np
arr = np.array([[1, 2, 3], [4, 5, 6]])
print(arr.shape) # Output: (2, 3)
What does the output (2, 3) mean?
The output (2, 3) means that the array has 2 rows and 3 columns.
Can I change the shape of the array?
Yes, you can change the shape of an array using the .reshape() method. Just make sure the total number of elements remains the same.
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