This repo contains examples of Ridge Regression and SVM. The first two Notebooks (Ridge Rigression and SVM) contain examples of how to use Ridge Regression and SVM on simple toy data to get a better intuition how these algorithms work. The third Notebook (Anwendungsbeispiel) contains a toy example of how to apply Ridge Regression, SVM and SVM with a RBF kernel.
Note: All Notebooks are in German only.
- Ridge Regression: Notebook about Ridge Regression
- SVM: Notebook about SVM
- Toy Example: Ridge Regression vs. SVM