About This article demonstrates how to efficiently solve multiple large, sparse linear systems in Python using scipy.sparse.linalg.spsolve for individual solutions and joblib.Parallel for parallel execution. It covers how to generate random symmetric positive definite (SPD) sparse matrices, solve them in parallel, and benchmark the performance across different numbers of CPU cores. The article also discusses … Continue reading Solve Linear Equations with spsolve and Joblib