# A Convergent Single-Loop Algorithm for  Gromov-Wasserstein in Graph Data

This is a Python implementation of 

>  A Convergent Single-Loop Algorithm for Gromov-Wasserstein in Graph Data

>  *ICLR 2023 anonymous submission*

We will publish it after the review process.

Python Dependencies
----------------------
```
pip install -r requirements.txt
```

Graph Alignment Experiments (Section 4.2)
--------------------------------
```
bash reproduce_BAPG.sh
bash reproduce_eBPG.sh
bash reproduce_others.sh
```

Graph Partition Experiments (Section 4.3)
--------------------------------
```
python graph_partition_amazon.py
python graph_partition_eu.py
python graph_partition_village.py
python graph_partition_wiki.py
```




