This repository contains the code to reproduce the results of the paper "Modeling Patterns for Neural-Symbolic Reasoning Using Energy-based Models" presented at AAAI-MAKE 2024.
Each directory contains the code to reproduce the results on the corresponding dataset.
citation_network: Not included.visual_sudoku: Visual sudoku digit classification dataset with a fully solve puzzle.visual_sudoku_solving: Visual sudoku digit classification dataset with a partially solved puzzle.logical_deduction: Logical deduction dataset.
To install the required python packages run the following command:
pip install -r requirements.txt
Every experiment also expects to have NeuPSL installed. Follow the instructions in the NeuPSL repository to install NeuPSL.