Data and generative models for research article Discovering Generative Models from Event Logs: Data-driven Simulation vs Deep Learning. This record contains the complete and partitioned event logs, deep learning generative models (*.h5 format), simulation models for the BIMP simulator (*.bpmn format), and all the raw and summarized results of the paper. The source code of the project can be found at https://github.com/AdaptiveBProcess/DDSvsDL