1 code implementation • 19 Jun 2023 • Konstantin Göbler, Tobias Windisch, Mathias Drton, Tim Pychynski, Steffen Sonntag, Martin Roth
We use the assembly line data and associated ground truth information to build a system for generation of semisynthetic manufacturing data that supports benchmarking of causal discovery methods.
no code implementations • 21 Nov 2022 • Konstantin Göbler, Anne Miloschewski, Mathias Drton, Sach Mukherjee
Methods for learning such graphical models are well developed in the case where all variables are either continuous or discrete, including in high-dimensions.