How can I split a NumPy array into multiple sub-arrays?
An example of an AI chatbot conversation about splitting NumPy arrays into sub-arrays.
How can I split a NumPy array into multiple sub-arrays?
You can use the numpy.array_split() function to split an array into multiple sub-arrays.
Can you show me an example of how to use numpy.array_split()?
Sure! Here's a simple example:
import numpy as np
arr = np.array([1, 2, 3, 4, 5, 6])
sub_arrays = np.array_split(arr, 3)
print(sub_arrays)
This will split the array into 3 sub-arrays.
What if the number of splits is greater than the number of elements?
If the number of splits is greater than the number of elements, numpy.array_split() will return empty sub-arrays for the extra splits.
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