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How to change a single value in a NumPy array?

Learn, how to change a single value in a NumPy array in Python?
By Pranit Sharma Last updated : December 22, 2023

NumPy is an abbreviated form of Numerical Python. It is used for different types of scientific operations in python. Numpy is a vast library in python which is used for almost every kind of scientific or mathematical operation. It is itself an array which is a collection of various methods and functions for processing the arrays.

Problem statement

Suppose that we are given a numpy ndarray and we need to change a single element of this array.

For example, if we are given arr = [[1,2],[1,2]] and we need to change 2 in first row with 3.

Changing a single value in a NumPy array

For this purpose, we have a simple approach. We just need to index the element and assign a new value. While indexing, we must make sure that the coordinates are correct and also not out of bounds.

Also, in numpy, we can index an element using [x,y] or [x],[y] and it does not throw an error on this.

Let us understand with the help of an example,

Python code to change a single value in a NumPy array

# Import numpy
import numpy as np

# Creating a numpy array
arr = np.array([[1,2,3,4],[5,6,7,8],[9,10,11,12]])

# Display original array
print("Original Array:\n",arr,"\n")

# Replacing 7 in 2nd row with 10000
arr[1][2] = 10000

# Display result
print("Result:\n",arr)

Output

Python NumPy Programs »