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 $\hat{p}_{\mathrm{non-unique}}$ for the public datasets form the paper is reproduced by running:

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