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gptkbp:instanceOf
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gptkb:software
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gptkbp:alsoKnownAs
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PyG
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gptkbp:author
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gptkb:Matthias_Fey
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gptkbp:category
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gptkb:machine_learning
deep learning
graph analytics
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gptkbp:compatibleWith
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gptkb:PyTorch_Lightning
gptkb:scikit-learn
DGL
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gptkbp:documentation
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https://pytorch-geometric.readthedocs.io/
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gptkbp:firstReleased
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2018
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gptkbp:focusesOn
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graph neural networks
geometric deep learning
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|
https://www.w3.org/2000/01/rdf-schema#label
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pytorch-geometric
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gptkbp:license
|
gptkb:MIT_License
|
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gptkbp:maintainedBy
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gptkb:PyG_Team
|
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gptkbp:platform
|
gptkb:PyTorch
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gptkbp:programmingLanguage
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gptkb:Python
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gptkbp:provides
|
data loaders
mini-batch training
benchmark datasets
graph convolutional layers
message passing APIs
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gptkbp:repository
|
https://github.com/pyg-team/pytorch_geometric
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gptkbp:supports
|
gptkb:microprocessor
gptkb:graphics_card
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gptkbp:usedFor
|
graph classification
link prediction
node classification
graph embedding
graph generation
|
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gptkbp:bfsParent
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gptkb:Databricks_Runtime_11.3_ML
gptkb:Databricks_Runtime_14.x_ML
gptkb:Databricks_Runtime_15.x_ML
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gptkbp:bfsLayer
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8
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