Lagrange Interpolation, Newton Interpolation, Hermite Interpolation, Jacobi Iteration, Gauss Iteration, and Cholesky Decomposition Algorithm Package
This package implements fundamental numerical analysis algorithms including Lagrange interpolation, Newton interpolation, Hermite interpolation, Jacobi iteration, Gauss-Seidel iteration, Successive Over-Relaxation (SOR) iteration, and Cholesky decomposition. Each algorithm is implemented with proper error handling and optimization considerations for numerical stability.