This repository contains code of the analyses in the paper "The 1-WL Limit on MPNN Expressive Power Is Not a Concern for Graphs with Continuous Vertex Features".
In order to reproduce the analysis results, install dependencies by running:
pip install -r requirements.txt
Analysis of
python code/analysis_p_non_unique.py
Analysis of generalization in absence and presence of continuous vertex features is reproduced by running:
python code/analysis_generalization.py
Analysis of distinguishability of the graphs in Figure 2, for all possible label permutations, is reproduced by running:
python code/analysis_distinguishability.py