Direction-aware graph machine learning

Graph ML Color & Layout

Using TensorFlow.js, train a GNN on a randomized collection of colored grids, directed trees, and stars, then modify the graph and recalculate colors. Run a yFiles layout that uses the colors to determine a matching layout algorithm.

Tree training color Star training color Grid training color Unclassified Predicted