.. _apinn-pytorch:

dgl.nn.pytorch
==============

dgl.nn.pytorch.conv
-------------------

.. automodule:: dgl.nn.pytorch.conv

.. autoclass:: dgl.nn.pytorch.conv.GraphConv
    :members: weight, bias, forward, reset_parameters
    :show-inheritance:

dgl.nn.pytorch.glob
-------------------
.. automodule:: dgl.nn.pytorch.glob

.. autoclass:: dgl.nn.pytorch.glob.SumPooling
    :members:
    :show-inheritance:

.. autoclass:: dgl.nn.pytorch.glob.AvgPooling
    :members:
    :show-inheritance:

.. autoclass:: dgl.nn.pytorch.glob.MaxPooling
    :members:
    :show-inheritance:

.. autoclass:: dgl.nn.pytorch.glob.SortPooling
    :members:
    :show-inheritance:

.. autoclass:: dgl.nn.pytorch.glob.GlobalAttentionPooling
    :members:
    :show-inheritance:

.. autoclass:: dgl.nn.pytorch.glob.Set2Set
    :members: forward
    :show-inheritance:

.. autoclass:: dgl.nn.pytorch.glob.SetTransformerEncoder
    :members:
    :show-inheritance:

.. autoclass:: dgl.nn.pytorch.glob.SetTransformerDecoder
    :members:
    :show-inheritance:

dgl.nn.pytorch.softmax
----------------------

.. automodule:: dgl.nn.pytorch.softmax
    :members: edge_softmax