Implementations of various numerical analysis methods including Lagrange interpolation, Chebyshev polynomials for optimal node spacing, iterative techniques to solve NxN linear systems (Gauss-Seidel, Jacobi, SOR), singular value decomposition, principal component analysis dimensionality reduction, and more.