/tools/EdgeSHAPer
EdgeSHAPer
AndMastro/EdgeSHAPer
27 stars1 forksJupyter NotebookAdded February 5, 2026
summary
EdgeSHAPer is a bond-centric explanation method for graph neural networks that utilizes Shapley values to determine edge importance. It is applicable in medicinal chemistry for tasks such as predicting molecular properties and understanding model predictions related to small molecules and proteins.
description
EdgeSHAPer: Bond-Centric Shapley Value-Based Explanation Method for Graph Neural Networks
topics
chemoinformaticsdeep-learningexplainable-aigraph-neural-networks
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