mindspore_gl.nn

APIs for graph convolutions.

API Name	Description	Supported Platforms
mindspore_gl.nn.AGNNConv	Attention Based Graph Neural Network.	Ascend GPU
mindspore_gl.nn.APPNPConv	Approximate Personalization Propagation in Neural Prediction Layers.	Ascend GPU
mindspore_gl.nn.ASTGCN	Attention Based Spatial-Temporal Graph Convolutional Networks.	Ascend GPU
mindspore_gl.nn.AvgPooling	Apply average pooling to the nodes in the batched graph.	Ascend GPU
mindspore_gl.nn.CFConv	CFConv in SchNet.	Ascend GPU
mindspore_gl.nn.ChebConv	Chebyshev Spectral Graph Convolution layer.	Ascend GPU
mindspore_gl.nn.DOTGATConv	Applying a dot product version of self-attention in GAT.	Ascend GPU
mindspore_gl.nn.EDGEConv	EdgeConv layer.	Ascend GPU
mindspore_gl.nn.EGConv	Efficient Graph Convolution.	Ascend GPU
mindspore_gl.nn.GATConv	Graph Attention Network.	Ascend GPU
mindspore_gl.nn.GatedGraphConv	Gated Graph Convolution Layer.	Ascend GPU
mindspore_gl.nn.GATv2Conv	Graph Attention Network v2.	Ascend GPU
mindspore_gl.nn.GCNConv	Graph Convolution Network Layer.	Ascend GPU
mindspore_gl.nn.GCNConv2	Graph Convolution Network Layer.	Ascend GPU
mindspore_gl.nn.GINConv	Graph isomorphic network layer.	Ascend GPU
mindspore_gl.nn.GlobalAttentionPooling	Apply global attention pooling to the nodes in the graph.	Ascend GPU
mindspore_gl.nn.GMMConv	Gaussian mixture model convolutional layer.	Ascend GPU
mindspore_gl.nn.GNNCell	GNN Cell class.	Ascend GPU
mindspore_gl.nn.MaxPooling	Apply maximum pooling to the nodes in the batched graph.	Ascend GPU
mindspore_gl.nn.MeanConv	GraphSAGE Layer.	Ascend GPU
mindspore_gl.nn.NNConv	Graph convolutional layer.	Ascend GPU
mindspore_gl.nn.SAGEConv	GraphSAGE Layer.	Ascend GPU
mindspore_gl.nn.SAGPooling	The self-attention pooling operator.	Ascend GPU
mindspore_gl.nn.Set2Set	Sequence to sequence for sets.	Ascend GPU
mindspore_gl.nn.SGConv	Simplified Graph convolutional layer.	Ascend GPU
mindspore_gl.nn.SortPooling	Apply sort pooling to the nodes in the graph.	Ascend GPU
mindspore_gl.nn.STConv	Spatial-Temporal Graph Convolutional layer.	Ascend GPU
mindspore_gl.nn.SumPooling	Apply sum pooling to the nodes in the batched graph.	Ascend GPU
mindspore_gl.nn.TAGConv	Topology adaptation graph convolutional layer.	Ascend GPU
mindspore_gl.nn.WeightAndSum	Calculates importance weights for nodes and performs weighted sums.	Ascend GPU