This repository is a collection of some of my assignments and projects for the lecture Numerical Methods 2. In this lecture we covered numerical iterative approaches to solve large (sparse) linear systems of equations. Here are some implementations of the algorithms discussed
- SVD - Singular Value Decomposition and rank defficient matrix
- Pagerank - the famous pagerank alogithm in action
- Power Iteration - small example of diverging iteration (Python script)
- Linear Fixed-point Iteration - comparison of two similar FPIs
- Power Iteration & Rayleigh Quotient - investigate convergence