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numerical-methods-implementation

A set of numerical methods I reviewed at UC3M in python at the data science degree

Solving Cauchy problems and stiff systems of differential equations, finding eigenvalues in symmetric matrices

Gauss's quadrature formula, computing integrals from functions with singularities, computing multiple integrals by the Monte Carlo method, solving ODE numerically, least-squares method, QR algorithm, Jacobi eigenvalue algorithm

Matrices multiplication, Newton's / Lagrange's interpolation, Gauss's / Seidel's methods for solving a system of linear differential equations, numerical differentiation, spline interpolation, Fourier transform