This repository contains code for exploratory experiments using generative diffusion models as solution generators for network optimization problems (classifier-free guidance DDPM, in torch).
baselines: The implementation of the baselines used in the article.
datasets: Dataset creation tools and some ready-made datasets.
ddpm_opt: Neural network, model, training and evaluation scripts.
utils: Dataset processing tools, etc.