graph-attention-network

There are 5 repositories under graph-attention-network topic.

pytorch-GAT
gordicaleksa / pytorch-GAT
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!
gat graph-attention-networks attention-mechanism self-attention pytorch python attention pytorch-gat gat-tutorial deep-learning graph-attention-network pytorch-implementation jupyter
Language:Jupyter Notebook 2288
Jhy1993 / HAN
Heterogeneous Graph Neural Network
graph-attention-network graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network heterogeneous-network network-embedding
Language:Python 1010
IndexFziQ / GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
graph-neural-network natural-language-processing graph-convolutional-networks question-answering paperlist knowledge-graph knowledge-representation knowledge-based-systems graph-attention-network heterogeneous-graphs paper-list
881
thunlp / KernelGAT
The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.
kernel fact-verification graph-attention-network
Language:Python 170
taishan1994 / pytorch_HAN
异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network
Language:Python 94
raunakkmr / GraphSAGE-and-GAT-for-link-prediction
GraphSAGE and GAT for link prediction.
pytorch deep-learning graphsage graph-neural-networks graph-attention-network
Language:Jupyter Notebook 71
xiaoqian19940510 / TASLP-EAREE
The GitHub repository for the paper "Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations"
deep-learning pytorch bert graph-attention-network multi-task self-attention reinforcement-learning
Language:Python 22
raunakkmr / Graph-Attention-Networks
PyTorch implementation of Graph Attention Networks
pytorch deep-learning graph-neural-networks graph-attention-network
Language:Python 18
wzever / RGCN-GAT-Link-Prediction
Course project of SJTU CS3319: Foundations of Data Science, 2023 spring
academic-network dgl graph-attention-network heterogeneous-graph link-prediction recommender-system rgcn-architecture
Language:Python 9
double125 / Graph-Matching-Attention
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering
feature-fusion graph graph-attention-network visual-question-answering cross-modality-vqa graph-matcing-network
Language:Python 8
taishan1994 / pytorch_gat
Pytorch implementation of graph attention network
gat tensorflow pytorch graph-attention-network deeplearn
Language:Python 6
withai / Docked-protein-Interaction-ranking-using-graph-neural-networks
A deep learning library to rank protein complexes using graph neural networks
graph-neural-networks graph-convolutional-neural-networks graph-attention-network neural-networks protein-interaction-ranking protein-interaction pytorch
Language:Python 6
khanmhmdi / GAT-Graph-attention-neural-network-
This repository contain the unofficial implementation of the graph attention neural network.
attention-is-all-you-need attention-mechanism deep-learning gat graph graph-attention-network graph-neural-network graph-neural-networks neural-network neural-networks
5
gat-or
njmarko / gat-or
GATor is a Graph Attention Network for object detection with relational reasoning
graph graph-neural-networks graph-attention-network object-detection faster-rcnn
Language:Jupyter Notebook 5
ShuvozitGhose / Ground-Terrain-EoT
Modeling Extent-of-Texture Information for Ground Terrain Recognition
ground-terrain-recognition graph-attention-network deeplearning extent-of-texture-modeling pytorch
Language:Python 5
animeshprasad / Glocal
Keyphrase extraction using graph convolution
graph-attention-network graph-convolutional-networks
Language:Python 4
dice-group / GATES
Graph Attention Networks for Entity Summarization is the model that applies deep learning on graphs and ensemble learning on entity summarization tasks.
entity-summarization knowledge-graph-embeddings ensemble-learning graph-attention-network deep-learning-on-graphs text-embeddings
Language:Python 4
YeskendirK / Reducing-Oversmoothing
Source code accompanying the paper "Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings" published in DLG-AAAI’23
graph-algorithms graph-neural-networks oversmoothing graph-attention-network
Language:Python 4
bmezaris / Gated-ViGAT
Gated-ViGAT. Code and data for our paper: N. Gkalelis, D. Daskalakis, V. Mezaris, "Gated-ViGAT: Efficient bottom-up event recognition and explanation using a new frame selection policy and gating mechanism", IEEE International Symposium on Multimedia (ISM), Naples, Italy, Dec. 2022.
attention-network deep-learning explainability explainable-ai frame-selection-policy gating graph-attention-network video video-event-recognition
Language:Python 3
bmezaris / ViGAT
This repository hosts the scripts and some of the pre-trained models presented in out paper "ViGAT: Bottom-up event recognition and explanation in video using factorized graph attention network", IEEE Access, 2022.
event-recognition explainable-ai graph-attention-network video video-events event-explanation attention-model bottom-up-analysis
Language:Python 3
gu-yaowen / MTPredictor
A Drug Metabolite & Toxicity Property Predictor Based on Graph Neural Network
admet graph-neural-network graph-attention-network metabolites toxicity
Language:Python 2
RickyMiura / Traffic-Speed-Forecasting
This repository contains the source code for our Senior Capstone Project, a cornerstone of the Data Science major at UC San Diego.
geometric-deep-learning graph-attention-network spatial-temporal traffic-speed-forecasting
Language:Jupyter Notebook 1
smyconan / PytorchGAT
Dense and Sparse Implementation of GAT written by PyTorch
gnn gnn-model gat pytorch graph-attention-network graph-neural-networks torch
Language:Python 1
zhang-hongshen / soo-MVGAN
An implementation of multi-view graph attention network
graph-attention-network python
Language:Python 1
parsa-abbasi / GAT
Graph Attention Networks (GATs)
deep-learning gat geometric-deep-learning graph graph-attention-network graph-attention-networks graph-neural-networks
Language:Python 0