A collection of common math algorithms. We sort according to difficulty, in particular, based on how much theory would be required to understand these algorithms.
- Fibonacci sequence
- k-Factorials
- Price discount
- Differentiation (Finite difference method)
- Roots (Newton, Secant, Bisection)
- Monte-Carlo integration
- Gaussian elimination
- Basic integration methods (Trapezoidal, Midpoint, Simpson)
- Lagrange interpolation
- Polynomial fit
- Initial value problems (Euler, Runge-Kutta)
- Shooting method (for boundary value problem)
- Gaussian Quadrature