eigenanalysis Python

June 15, 2025 Ryan Nolan No comments yet

  import numpy as np

Example from slides

  A = np.array([[5, 3], [4, 1]])

  eigenvalues, eigenvectors = np.linalg.eig(A)

  print(eigenvalues)

  print(eigenvectors)

3×3 Example

  A = np.array([[-2, -4, 2], [-2, 1, 2], [4, 2, 5]])

  eigenvalues, eigenvectors = np.linalg.eig(A)

  print("Eigenvalues:") print(eigenvalues)

  print("\nEigenvectors:") print(eigenvectors)

Ryan Nolan

Ryan is a Data Scientist at a fintech company, where he focuses on fraud prevention in underwriting and risk. Before that, he worked as a Data Analyst at a tax software company. He holds a degree in Electrical Engineering from UCF.

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