This is a collection of various numerical methods implemented in Python. Every method is implemented using Numpy arrays. The intention of this package is for anyone who wants to have simple and concice implementations of various different numerical methods. To import simply use the import command:
import scicomp as sc
- Bisection
- Newton's method
- Secant method
- Cuadratic linear interpolation
- Fractional linear interpolation
- Newton's method
- Broyden's method
- Newton's method with cushioning
- Golden section search
- Successive parabolic interpolation
- Newton's method
- Nelder-Mead
- Gradient Descent
- Newton's method
- BFGS
- BFGS with line search
- Gradient conjugate
- Gauss-Newton
- FFT
- Inverse FFT