Tag: Graph Neural Networks
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GraphSAGE vs GAT: Reddit/PPI Inductive Learning 95% F1
Compare GraphSAGE and GAT for inductive learning on Reddit and PPI datasets. Learn which model achieves 95% F1 and why architecture matters.
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GNN for Multi-Component RUL: Graph Attention Beats Fixed Topology
Learn how Graph Attention Networks predict multi-component system failures better than fixed-topology GNNs. Attention mechanism key to RUL accuracy.