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How to find Eigenvalues and Eigen vectors of an array using scipy

Description

To find Eigenvalues and Eigen vectors of an array using python scipy.

Input :

2D array.

Output:

Eigenvalues and Vectors.

Process

  Import Linear algebra from scipy.

  Define a simple 2D array.

  Pass it to the linalg.eig().

  Print the Eigenvalues and Eigen vectors.

Sample Code

from scipy import linalg
import numpy as np

#define a 2-dimensional array
sample_array = np.array([[1,2],[3,4]])

#pass value into function
eg_val, eg_vect = linalg.eig(sample_array)

#get eigenvalues
print(“Eigen values”)
print(eg_val,”\n”)

#get eigenvectors
print(“Eigen Vectors”)
print(eg_vect)

Screenshots
find Eigenvalues and Eigen vectors of an array using scipy
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