Explainability

Code

In this folder, 'code_dataset.py' file achieves pipeline of constructing AST-based program graphs.

Dataset

The dataset of experiment is stored in this folder.

Explanation

In this folder, 'explaining_subgraphx.py' file achieves the entire pipeline of graph construction, GNN-based model training and GNN interpretation with SubgraphX. Go to this explanation file and run the following script.

    python explaining_subgraphx.py

newResults

In this folder, all the visualized interpretation results (png files) are stored.

Detail Package Version

The detailed versions of dependencies are recorded in requirement.txt file, run the following script to start.