Repository accompanying our research paper "More Machine Learning for Less: Comparing Data Generation Strategies in Mechanical Engineering and Manufacturing" presented at the 2019 IEEE Symposium Series on Computational Intelligence (SSCI) in Xiamen, China. Reference see https://publications.rwth-aachen.de/record/789814, PDF see https://www.researchgate.net/publication/337622933_More_Machine_Learning_for_Less_Comparing_Data_Generation_Strategies_in_Mechanical_Engineering_and_Manufacturing.