/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

Ratings

N/A
0 ratings

Rate this tool:

Comments (0)

Sign in to leave a comment.

No comments yet. Be the first to share your thoughts!