PyImp is an easy to use tool that helps developers to identify the most important parameters of their algorithms. Given the data of a configuration run with SMAC3, PyImp allows one to use Forward Selection, Efficient Ablation and Influence Models to determine which Parameters have the most influence over the algorithms behaviour.