dmlc--dgl
Mufei Li
29 行
983 B
ReStructuredText
29 行
983 B
ReStructuredText
.. _apimodelreadout:
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Readout for Computing Graph Representations
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===========================================
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After updating node/edge representations with graph neural networks (GNNs), a common operation is to compute
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graph representations out of updated node/edge representations. For example, we need to compute molecular
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representations out of atom/bond representations in molecular property prediction. We call the various modules
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for computing graph-level representations **readout** as in Neural Message Passing for Quantum Chemistry and this
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section lists the readout modules implemented in DGL-LifeSci.
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.. contents:: Contents
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:local:
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AttentiveFP Readout
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-------------------
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.. automodule:: dgllife.model.readout.attentivefp_readout
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:members:
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MLP Readout
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-----------
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.. automodule:: dgllife.model.readout.mlp_readout
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:members:
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Weighted Sum and Max Readout
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----------------------------
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.. automodule:: dgllife.model.readout.weighted_sum_and_max
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:members:
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