How can I solve a system of equations using NumPy?

How can I solve a system of equations using NumPy?

You can use the numpy.linalg.solve() function to solve a system of linear equations. Do you have specific equations in mind?

Yes, I have the equations 2x + 3y = 5 and 4x - y = 1.

Great! You can represent these equations in matrix form and use numpy.linalg.solve(). Would you like to see the code?

Yes, please show me the code!

Here's a sample code:

import numpy as np

# Coefficients matrix
A = np.array([[2, 3], [4, -1]])
# Constants vector
B = np.array([5, 1])

# Solving the equations
solution = np.linalg.solve(A, B)
print(solution)

What will the output be?

The output will be the values of x and y that satisfy both equations. You should see something like [1.0, 1.0].