graph-transformer topic

List graph-transformer repositories

gnn-lspe

223
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32
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Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

Graph-Transformer

625
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77
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Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

gtos

191
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26
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Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

graphtransformer

821
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129
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Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

DrugEx

184
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65
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Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology

GraphGPS

600
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112
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Recipe for a General, Powerful, Scalable Graph Transformer

GMT

95
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20
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Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)

SAT

224
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35
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Official Pytorch code for Structure-Aware Transformer.

Transformer-M

193
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22
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[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)