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9a0511c8e9
* upd * damn it * fuck * fuck pylint * fudge * remove some comments about MXNet * upd * upd * damn it * damn it * fuck * fuck * upd * upd * pylint bastard * upd * upd * upd * upd * upd * upd * upd * upd * upd
198 lines
4.0 KiB
ReStructuredText
198 lines
4.0 KiB
ReStructuredText
.. _apinn-mxnet:
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NN Modules (MXNet)
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===================
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.. contents:: Contents
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:local:
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We welcome your contribution! If you want a model to be implemented in DGL as a NN module,
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please `create an issue <https://github.com/dmlc/dgl/issues>`_ started with "[Feature Request] NN Module XXXModel".
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If you want to contribute a NN module, please `create a pull request <https://github.com/dmlc/dgl/pulls>`_ started
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with "[NN] XXXModel in MXNet NN Modules" and our team member would review this PR.
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Conv Layers
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----------------------------------------
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.. automodule:: dgl.nn.mxnet.conv
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GraphConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.GraphConv
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:members: weight, bias, forward
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:show-inheritance:
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RelGraphConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.RelGraphConv
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:members: forward
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:show-inheritance:
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TAGConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.TAGConv
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:members: forward
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:show-inheritance:
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GATConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.GATConv
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:members: forward
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:show-inheritance:
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EdgeConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.EdgeConv
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:members: forward
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:show-inheritance:
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SAGEConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.SAGEConv
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:members: forward
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:show-inheritance:
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SGConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.SGConv
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:members: forward
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:show-inheritance:
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APPNPConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.APPNPConv
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:members: forward
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:show-inheritance:
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GINConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.GINConv
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:members: forward
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:show-inheritance:
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GatedGraphConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.GatedGraphConv
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:members: forward
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:show-inheritance:
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GMMConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.GMMConv
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:members: forward
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:show-inheritance:
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ChebConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.ChebConv
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:members: forward
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:show-inheritance:
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AGNNConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.AGNNConv
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:members: forward
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:show-inheritance:
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NNConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.NNConv
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:members: forward
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:show-inheritance
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Dense Conv Layers
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----------------------------------------
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DenseGraphConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.DenseGraphConv
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:members: forward
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:show-inheritance:
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DenseSAGEConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.conv.DenseSAGEConv
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:members: forward
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:show-inheritance
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DenseChebConv
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.pytorch.conv.DenseChebConv
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:members: forward
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:show-inheritance:
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Global Pooling Layers
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----------------------------------------
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.. automodule:: dgl.nn.mxnet.glob
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SumPooling
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.glob.SumPooling
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:members:
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:show-inheritance:
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AvgPooling
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.glob.AvgPooling
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:members:
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:show-inheritance:
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MaxPooling
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.glob.MaxPooling
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:members:
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:show-inheritance:
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SortPooling
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.glob.SortPooling
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:members:
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:show-inheritance:
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GlobalAttentionPooling
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.glob.GlobalAttentionPooling
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:members:
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:show-inheritance:
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Set2Set
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: dgl.nn.mxnet.glob.Set2Set
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:members:
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:show-inheritance:
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Utility Modules
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----------------------------------------
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Edge Softmax
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. automodule:: dgl.nn.mxnet.softmax
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:members: edge_softmax
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