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CIExplainer: Generating Causal Explainability Analysis for Graph Neural Networks

An open-source tool for generating causal and interpretable explanations for graph neural networks, helping to understand the logic and reasons behind the decisions of graph models.

图神经网络GNN可解释性因果推断机器学习深度学习图数据AI透明度
Published 2026-05-01 07:15Recent activity 2026-05-01 07:19Estimated read 1 min
CIExplainer: Generating Causal Explainability Analysis for Graph Neural Networks
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Section 01

导读 / 主楼:CIExplainer: Generating Causal Explainability Analysis for Graph Neural Networks

Introduction / Main Floor: CIExplainer: Generating Causal Explainability Analysis for Graph Neural Networks

An open-source tool for generating causal and interpretable explanations for graph neural networks, helping to understand the logic and reasons behind the decisions of graph models.