This repo contains the codes and theoretical analysis for the course DATA130010.01-Numerical-Algorithms.
This course is an introduction to numerical algorithms, including
- solving non-linear equations
- fitting a function
- numericcal approximation
- numerical integration
- numerical differentiation
- fast fourier transform
- numerical solution to ode and pde
I upload the codes since it can be viewed as an extension of MATLAB for some numerical algorithms. I put them here in case of need. Also hope them help if you are also struggling at this course :)
My course project is about the explicit superconvergence rate of classical, greedy and random BFGS algorithms.