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GNN Explainer UI Awesome tool that provides user interface for visualizing edge attributions on trained GNN models and compare different explanation methods. An explanation method takes as input a GNN model and a single sample graph and outputs attribution values for all the edges in the graph. Each explanation method uses a different approach for calculating how important each edge is and it is important to evaluate explanation methods as well.