Customized Graph Convolution Network Layer

Graph Convolution Network (GCN) Layer constructed based on MATLAB Deep Learning Toolbox.

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This submission provides a Graph Convolutional Network (GCN) layer implementation based on MATLAB Deep Learning Toolbox. This customized layer adheres to the formattable dlarray specification, the input dlarray has "SCB" format and the output dlarray has "SCB" format. This custom implementation enabling seamless integration with other builtin deep learning layers. This implementation refers to the example presented in Node Classification Using Graph Convolutional Network.

引用格式

Chuguang Pan (2026). Customized Graph Convolution Network Layer (https://ww2.mathworks.cn/matlabcentral/fileexchange/183989-customized-graph-convolution-network-layer), MATLAB Central File Exchange. 检索时间: .

一般信息

MATLAB 版本兼容性

  • 兼容 R2025a 到 R2026a 的版本

平台兼容性

  • Windows
  • macOS
  • Linux
版本 已发布 发行说明 Action
1.0.0