This repository contains example code from "Learning the Evolution of Physical Structure of Galaxies via Diffusion Models" by Andrew Lizarraga, Eric Hanchen Jiang, Jacob Nowack, Yun Qi Li, Ying Nian Wu, Bernie Boscoe, and Tuan Do, arXiv:2411.18440, https://arxiv.org/abs/2411.18440
Notebooks for training, generating galaxies, and evaluating the model are in separate folders.
The requirements.txt file for the packages to install is in Misc/
Training data is the GalaxiesML Dataset: https://datalab.astro.ucla.edu/galaxiesml.html