python-scipyHow can I use Python Scipy to solve a specific problem?

Python Scipy is a library of scientific computing tools that can be used to solve a variety of problems. For example, you can use Scipy to solve a system of linear equations.

import numpy as np
from scipy.linalg import solve

A = np.array([[3,1], [1,2]])
b = np.array([9,8])

x = solve(A, b)

print(x)

Output example

[2. 3.]

The code above solves the system of linear equations A * x = b, where A is a 2x2 matrix, b is a 2x1 vector, and x is a 2x1 vector of unknowns.

The code consists of the following parts:

1. Import the numpy and scipy libraries: import numpy as np and from scipy.linalg import solve
2. Define the matrix A and the vector b: A = np.array([[3,1], [1,2]]) and b = np.array([9,8])
3. Solve the system of linear equations: x = solve(A, b)
4. Print the solution: print(x)

For more information, please refer to the following links:

• Scipy Documentation
• Solving Linear Equations with Scipy

Edit this code on GitHub