This is the repository gathering the experiments for the paper ``Statistical Testing on Directed Graphs by Surrogate Data Generation" (10.1109/TSIPN.2026.3717613). All figures found can be re-generated from this repository.
Run the command:
pip install GyRAPH
# List all available experiments
python -m experiments.run --list
# Run a specific experiment
python -m experiments.run --paper paper_surrogates_stats --experiment exp_non-linearity
In each experiment folders are located config files you can change to modify the input parameters to experiments.
- Figures from paper ``Statistical Testing on Directed Graphs by Surrogate Data Generation"
This repository uses the core module GyRAPH implementation powering the Statistical Testing on Directed Graphs by Surrogate Data Generation experiments and all reproducible figures from the paper.