How do I calculate the determinant of a matrix using NumPy?
An example of an AI chatbot conversation about calculating matrix determinants with NumPy.
How do I calculate the determinant of a matrix using NumPy?
You can calculate the determinant of a matrix in NumPy using the numpy.linalg.det() function. Just pass your matrix as an argument.
Can you show me an example of how to use it?
Sure! Here's a simple example:
import numpy as np
matrix = np.array([[1, 2], [3, 4]])
det = np.linalg.det(matrix)
print(det) # Output will be -2.0
What if I have a 3x3 matrix?
The process is the same! Just create a 3x3 matrix and use the same det() function. For example:
matrix_3x3 = np.array([[1, 2, 3], [0, 1, 4], [5, 6, 0]])
det_3x3 = np.linalg.det(matrix_3x3)
print(det_3x3)
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