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Lite-SDGN Code Package

Description

This repository contains the reference code package for the Lite-SDGN paper, a lightweight event-driven spiking dynamic graph network for dynamic link prediction under CPU-constrained settings.

Project Files

  • config.py
  • data.py
  • environment_check.py
  • experiment_harness.py
  • main.py
  • methods.py
  • model.py
  • sgd_utils.py
  • spiking_gnn.py
  • train.py

How to Run

python environment_check.py
python main.py

Dependencies

Install dependencies with pip install -r requirements.txt if needed.