w3resource

NumPy Linear Algebra: Exercises, Practice, Solution

NumPy Linear Algebra [19 exercises with solution]

[An editor is available at the bottom of the page to write and execute the scripts. Go to the editor]

Linear algebra: Pictorial Presentation

1. Write a NumPy program to compute the multiplication of two given matrixes.
Click me to see the sample solution

2. Write a NumPy program to compute the outer product of two given vectors.
Click me to see the sample solution

3. Write a NumPy program to compute the cross product of two given vectors.
Click me to see the sample solution

4. Write a NumPy program to compute the determinant of a given square array.
Click me to see the sample solution

5. Write a NumPy program to evaluate Einstein's summation convention of two given multidimensional arrays.
Click me to see the sample solution

6. Write a NumPy program to compute the inner product of vectors for 1-D arrays (without complex conjugation) and in higher dimension.
Click me to see the sample solution

7. Write a NumPy program to compute the eigenvalues and right eigenvectors of a given square array.
Click me to see the sample solution

8. Write a NumPy program to compute the Kronecker product of two given mulitdimension arrays.
Click me to see the sample solution

9. Write a NumPy program to compute the condition number of a given matrix.
Click me to see the sample solution

10. Write a NumPy program to find a matrix or vector norm.
Click me to see the sample solution

11. Write a NumPy program to compute the determinant of an array.
Click me to see the sample solution

12. Write a NumPy program to compute the inverse of a given matrix.
Click me to see the sample solution

13. Write a NumPy program to calculate the QR decomposition of a given matrix.
Click me to see the sample solution

14. Write a NumPy program to compute the condition number of a given matrix.
Click me to see the sample solution

15. Write a NumPy program to compute the sum of the diagonal element of a given array.
Click me to see the sample solution

16. Write a NumPy program to get the lower-triangular L in the Cholesky decomposition of a given array.
Click me to see the sample solution

17. Write a NumPy program to get the qr factorization of a given array.
Click me to see the sample solution

18. Write a NumPy program to compute the factor of a given array by Singular Value Decomposition.
Click me to see the sample solution

19. Write a NumPy program to calculate the Frobenius norm and the condition number of a given array.
Click me to see the sample solution

Python-Numpy Code Editor: