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.
shayneobrien/numerical-methods
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Methods in numerical analysis. Includes: Lagrange interpolation, Chebyshev polynomials for optimal node spacing, iterative techniques to solve linear systems (Gauss-Seidel, Jacobi, SOR), SVD, PCA, and more.
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