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graph-attention-network

Here are 13 public repositories matching this topic...

pytorch-GAT

gordicaleksa / pytorch-GAT

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My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

python deep-learning jupyter pytorch attention attention-mechanism graph-attention-networks self-attention pytorch-implementation gat graph-attention-network pytorch-gat gat-tutorial

Updated Feb 12, 2021
Jupyter Notebook

Jhy1993 / HAN

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Heterogeneous Graph Neural Network

heterogeneous-network network-embedding graph-neural-network heterogeneous-graph graph-attention-network heterogeneous-graph-neural-network

Updated May 6, 2020
Python

IndexFziQ / GNN4NLP-Papers

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A list of recent papers about Graph Neural Network methods applied in NLP areas.

natural-language-processing knowledge-graph question-answering knowledge-representation graph-convolutional-networks knowledge-based-systems paperlist paper-list graph-neural-network graph-attention-network heterogeneous-graphs

Updated May 24, 2021

thunlp / KernelGAT

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The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.

kernel fact-verification graph-attention-network

Updated Jul 2, 2021
Python

taishan1994 / pytorch_HAN

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Heterogeneous Graph Attention Network (HAN) with pytorch

heterogeneous-network network-embedding graph-neural-network heterogeneous-graph graph-attention-network heterogeneous-graph-neural-network

Updated Sep 19, 2020
Python

raunakkmr / Graph-Attention-Networks

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PyTorch implementation of Graph Attention Networks

deep-learning pytorch graph-neural-networks graph-attention-network

Updated Sep 10, 2019
Python

raunakkmr / GraphSAGE-and-GAT-for-link-prediction

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GraphSAGE and GAT for link prediction.

deep-learning pytorch graphsage graph-neural-networks graph-attention-network

Updated Sep 11, 2019
Jupyter Notebook

animeshprasad / Glocal

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Keyphrase extraction using graph convolution

graph-convolutional-networks graph-attention-network

Updated Oct 9, 2019
Python

withai / Docked-protein-Interaction-ranking-using-graph-neural-networks

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A deep learning library to rank protein complexes using graph neural networks

pytorch neural-networks protein-interaction graph-neural-networks graph-convolutional-neural-networks graph-attention-network protein-interaction-ranking

Updated Aug 26, 2020
Python

taishan1994 / pytorch_gat

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Pytorch implementation of graph attention network

tensorflow pytorch gat deeplearn graph-attention-network

Updated Sep 13, 2020
Python

xiaoqian19940510 / TASLP-EAREE

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The GitHub repository for the paper "Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations"

reinforcement-learning deep-learning pytorch multi-task bert self-attention graph-attention-network

Updated Jun 24, 2021
Python

ShuvozitGhose / Ground-Terrain-EoT

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Modeling Extent-of-Texture Information for Ground Terrain Recognition

pytorch deeplearning graph-attention-network ground-terrain-recognition extent-of-texture-modeling

Updated Apr 25, 2020
Python

parsa-abbasi / GAT

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Graph Attention Networks (GATs)

deep-learning graph geometric-deep-learning graph-attention-networks graph-neural-networks gat graph-attention-network

Updated Jun 5, 2021
Python

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