** https://nicoguaro.github.io/posts/numerical_summary/

• Bisection

• Regula falsi

• Newton

• Newton multivariate

• Broyden

• Gradient descent

• Nelder-Mead

• Newton for optimization

• Lagrange interpolation

• Lagrange interpolation with Lobatto sampling

• Lagrange interpolation using Vandermonde matrix

• Hermite interpolation

• Spline interpolation

• Trapezoid quadrature

• Simpson quadrature

• Clenshaw-Curtis quadrature

• Euler integration

• Runge-Kutta integration

• Verlet integration

• Shooting method

• Finite differences with Jacobi method

• Finite differences for eigenvalues

• Ritz method

• Finite element method in 1D

• Finite element method in 2D

• Boundary element method

• Monte-Carlo integration

• LU factorization

• Cholesky factorization

• Conjugate gradient

• Finite element method with solver