Weighted Flow Diffusion

Code to reproduce the empirical results in our paper Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees.

• The notebook synthetic.ipynb reproduces Figure 1 and Figure 2 in the paper.
• To reproduce Tables 1, 3, 5 in the paper, run Julia script experiment-{dataset}.jl. This will produce two output text files. F1-{datasset}-base.txt stores average F1 scores without using node attributes. F1-{dataset}-wfd.txt stores average F1 scores using node attributes.