dmlc--dgl
Mufei Li
46 行
818 B
ReStructuredText
46 行
818 B
ReStructuredText
.. _apimodelgnn:
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Graph Neural Networks for Updating Node/Edge Representations
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============================================================
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All models based on graph neural networks start with updating node/edge representations.
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We introduce various GNN models implemented in DGL-LifeSci for representation update.
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.. contents:: Contents
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:local:
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AttentiveFP
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-----------
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.. automodule:: dgllife.model.gnn.attentivefp
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:members:
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GAT
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---
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.. automodule:: dgllife.model.gnn.gat
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:members:
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GCN
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---
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.. automodule:: dgllife.model.gnn.gcn
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:members:
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MGCN
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----
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.. automodule:: dgllife.model.gnn.mgcn
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:members:
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MPNN
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----
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.. automodule:: dgllife.model.gnn.mpnn
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:members:
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SchNet
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------
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.. automodule:: dgllife.model.gnn.schnet
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:members:
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WLN
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---
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.. automodule:: dgllife.model.gnn.wln
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:members:
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