#linear-algebra

Articles tagged with #linear-algebra

Solving linear systems of equations using quantum computers
Linear systems of equations lie at the heart of many scientific and engineering problems, from machine learning to optimization and physics simulations. Classical methods like Gaussian elimination or iterative methods are powerful but can be ineffici...
Sep 30, 20249 min read67
Efficiently computing eigenvalues and eigenvectors in Python
Let \(M\) be an \(n \times n\) matrix. A scalar \(\lambda \) is an eigenvalue of \(M\) if there is a non-zero vector \(x\) (called eigenvector) s.t.: $$M x = \lambda x$$Eigenvalues and eigenvectors are crucial in many fields of science. For example, ...
Feb 20, 20237 min read178