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How to empty an array in Numpy?

Posted on May 5, 2021March 16, 2023 By Luke K

Let’s learn how to empty an array in Numpy. We will use the Numpy empty method and a clever trick.
Numpy empty array

There are 2 different ways to empty an array in Numpy.

Numpy empty

The first method is to use the Numpy empty function.

import numpy as np

my_array = np.empty(shape=(0, 0))
print(f"My empty array: \n{my_array}")

Numpy empty array

An empty function creates an empty matrix. Thanks to shape parameters, you can define the shape of an array. Of course, you can change it in the future by using the reshape function.

See also  How to check for nan in array?

An empty array

Another way is just to create an array but not set any elements in that array. Python allows us to do that.

import numpy as np

my_array = np.array([])
print(f"My empty array: \n{my_array}")

Numpy empty array

The result is exactly the same. Which way would you prefer to choose to create an empty matrix in Numpy?

See also  How to generate distribution plot the easiest way in Python?
numpy Tags:array, empty, reshape

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