This repository contains the report of my research project at the Data Analytics and Machine Learning chair at TU Munich. My advisor, Johannes Gasteiger, later published a paper featuring some of this work at ICML 2021: Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More