Random Walks on Hypergraphs with Edge-Dependent Vertex Weights

This repo contains code for the experiments in "Random Walks on Hypergraphs with Edge-Dependent Vertex Weights" (ICML 2019). Each Jupyter notebook reproduces the figures/metrics from the paper.

halo_experiments.ipynb is for the Halo experiment from the main paper, which uses the files HeadToHead.csv and FreeForAll.csv (data from the TrueSkill NIPS 2006 paper). synthetic_experiments_supplement.ipynb is for the experiments from supplement (Section H).