Numpy Tutorial
Creating NumPy Array
NumPy Array Manipulation
Matrix in NumPy
Operations on NumPy Array
Reshaping NumPy Array
Indexing NumPy Array
Arithmetic operations on NumPy Array
Linear Algebra in NumPy Array
NumPy and Random Data
Sorting and Searching in NumPy Array
Universal Functions
Working With Images
Projects and Applications with NumPy
A checkerboard pattern alternates between two colors (or values), traditionally black (or 1
) and white (or 0
). Let's see how to create an nxn
checkerboard pattern using NumPy.
nxn
Checkerboard Pattern with NumPyInitialization
Start by importing NumPy:
import numpy as np
Creating the Checkerboard Pattern
A simple method to create a checkerboard pattern is to utilize integer division and the modulo operation. For any cell (i, j)
in an nxn
matrix, the cell should be 1
if (i+j) % 2
is 1
, and 0
otherwise.
def checkerboard(n): return np.fromfunction(lambda i, j: (i + j) % 2, (n, n), dtype=int)
In the above function:
np.fromfunction
constructs an array by executing a function over each coordinate.(i, j): (i + j) % 2
returns 1
for odd sums of coordinates and 0
for even sums, which is the essence of the checkerboard pattern.Using the Function
Now, you can create an nxn
checkerboard by calling the function with your desired size:
n = 8 # Example for an 8x8 checkerboard print(checkerboard(n))
The output will be:
[[0 1 0 1 0 1 0 1] [1 0 1 0 1 0 1 0] [0 1 0 1 0 1 0 1] [1 0 1 0 1 0 1 0] [0 1 0 1 0 1 0 1] [1 0 1 0 1 0 1 0] [0 1 0 1 0 1 0 1] [1 0 1 0 1 0 1 0]]
As you can see, the checkerboard pattern has been printed successfully.
This approach leverages NumPy's capability to efficiently handle array operations, making it suitable for creating large checkerboard patterns.
Printing a checkerboard pattern involves creating a matrix with alternating 0s and 1s using NumPy.
import numpy as np # Define the size of the checkerboard (n x n) n = 8 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)
Generate a checkerboard pattern of size nxn using NumPy.
import numpy as np # Define the size of the checkerboard (n x n) n = 6 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)
Use NumPy to write code for generating and printing a checkerboard pattern.
import numpy as np # Define the size of the checkerboard (n x n) n = 5 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)
Generate a checkerboard matrix using NumPy with a specified size.
import numpy as np # Define the size of the checkerboard (n x n) n = 4 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)
Learn how to create a checkerboard pattern using a NumPy array in Python.
import numpy as np # Define the size of the checkerboard (n x n) n = 7 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)
Sample code demonstrating how to print a checkerboard pattern using NumPy in Python.
import numpy as np # Define the size of the checkerboard (n x n) n = 8 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)
Generate a checkerboard pattern using NumPy in Python with customizable size.
import numpy as np # Define the size of the checkerboard (n x n) n = 6 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)
An example demonstrating the printing of a checkerboard pattern using NumPy in Python.
import numpy as np # Define the size of the checkerboard (n x n) n = 5 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)
Generate and print an nxn checkerboard pattern using NumPy in Python.
import numpy as np # Define the size of the checkerboard (n x n) n = 9 # Create a checkerboard pattern using NumPy checkerboard = np.zeros((n, n), dtype=int) checkerboard[1::2, ::2] = 1 checkerboard[::2, 1::2] = 1 # Print the checkerboard pattern print("Checkerboard Pattern:") print(checkerboard)