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An implementation of the Graph Neural Networks for the Cora dataset
gnn's Introduction
An implementation of the Graph Convolution Networks (GCN) for the Cora dataset
Data source: Cora dataset link
The macro F1 plot of the result
The loss plot of the result
- macro F1: 0.8537
- Loss: 0.4782
- Kipf, Thomas N., and Max Welling. "Semi-supervised classification with graph convolutional networks." arXiv preprint arXiv:1609.02907 (2016).
- McCallum, Andrew Kachites, et al. "Automating the construction of internet portals with machine learning." Information Retrieval 3.2 (2000): 127-163.
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