This repository started as a simple translation from R to python and moved to a small kowledge repository. Each part has a small theoretical introduction, which should give a small overview of the relevant topic. It is not intended to be fully self-explatoratory. The idea is to create an online learning ressource for me to prevent forgetting.

Following parts are commented:

• regression
• classification
• tree-based-methods (quite large! plotting of decision trees inside the notebook)
• cross validation