Variational Annealing on Graphs for Combinatorial Optimization

This repository is the official implementation of "Variational Annealing".

Use /DatasetCreator to create datasets.
Use /MeanField to run experiment with MFA and EGN.
Use /VAG-CO to run experiments with VAG-CO.

All of these Folders have their own README that explains how to run experiments or create datasets.

Requirements

To install requirements:

conda env create -f environment.yml