SciPy - Linear Algebra (scipy.linalg)
What does the eig function from
scipy.linalg return when applied to a square matrix?What does the eig function from scipy.linalg return when applied to a square matrix?
easy📝 Conceptual Q1 of 15
Step-by-Step Solution
Solution:
Step 1: Understand the purpose of
Theeigeigfunction computes both eigenvalues and eigenvectors of a square matrix.Step 2: Recall the output format of
It returns a tuple: first the eigenvalues array, then the eigenvectors matrix.eigFinal Answer:
Eigenvalues and eigenvectors of the matrix -> Option DQuick Check:
eig output = eigenvalues and eigenvectors [OK]
Quick Trick: eig returns both eigenvalues and eigenvectors together [OK]
Common Mistakes:
MISTAKES- Thinking eig returns only eigenvalues
- Confusing eig with functions that return determinant
- Assuming eig returns a single array
Master "Linear Algebra (scipy.linalg)" in SciPy
Want More Practice?
15+ quiz questions · All difficulty levels · Free
Free Signup - Practice All QuestionsMore SciPy Quizzes