Graph Hilbert Transform

This is the repository gathering the experiments for the paper ``Hilbert Transform on Graphs: Let There Be Phase" (10.1109/LSP.2025.3560170). All figures found can be re-generated from this repository.

Installation

Run the command: pip install GyRAPH

Run Experiments

# List all available experiments
python -m experiments.run --list

# Run a specific experiment
python -m experiments.run --paper paper_graph_hilbert_transform --experiment exp_flower-graph

In each experiment folders are located config files you can change to modify the input parameters to experiments.

Contents

• Figures from paper ``Hilbert Transform on Graphs: Let There Be Phase"

Core Module

This repository hosts the core GyRAPH implementation powering the Hilbert Transform on Graphs experiments and all reproducible figures from the paper.