Machine Learning Renormalization Group

Related paper: https://arxiv.org/abs/2306.11054

Content of this repository:

• MLRG.py contains the PyTorch implementation of the MLRG algorithm.
• MLRG.ipynb contains code to train the models.
• MLRG.nb contains code to analyze the trained models and extract physical properties.
• Models are saved in the folder models.