How can I perform matrix operations using SciPy?

How can I perform matrix operations using SciPy?

You can use the scipy.linalg module for various matrix operations like addition, multiplication, and inversion.

Can you show me an example of matrix multiplication?

Sure! You can use scipy.dot or the @ operator. For example:

import numpy as np
from scipy import linalg

A = np.array([[1, 2], [3, 4]])
B = np.array([[5, 6], [7, 8]])
result = linalg.blas.dgemm(1.0, A, B)
print(result)

What about finding the inverse of a matrix?

You can use scipy.linalg.inv() to find the inverse. Here's how:

A = np.array([[1, 2], [3, 4]])
inverse_A = linalg.inv(A)
print(inverse_A)

Are there any functions for eigenvalues?

Yes! You can use scipy.linalg.eig() to compute the eigenvalues and eigenvectors of a matrix.