Below is the structure of the example graph used in this implementation: BFS explores all nodes at the present depth before moving to nodes at the next depth level. It uses a queue to keep track of ...

The following two files (ud_graph.py and d_graph.py) should contain undirected and directed graphs classes and associated methods The UndirectedGraph class should include the following methods ...

As a result, downstream applications, such as graph classification, are impacted. To this end, we design GNNs on top of the minimum DFS code, which is a canonical form of a graph, and being injective ...

Therefore, to protect the code security, the Python open-source code traceability model based on graph neural networks is proposed to calculate the similarity between the programmers' Python code and ...