Topic: "graph-attention-network"
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!
Language: Jupyter Notebook - Size: 25.2 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 2,527 - Forks: 333
Jhy1993/HAN
Heterogeneous Graph Neural Network
Language: Python - Size: 40.3 MB - Last synced at: about 6 hours ago - Pushed at: almost 5 years ago - Stars: 1,131 - Forks: 222
IndexFziQ/GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Size: 188 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 855 - Forks: 139
thunlp/KernelGAT
The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.
Language: Python - Size: 2.26 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 180 - Forks: 37
taishan1994/pytorch_HAN
异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
Language: Python - Size: 75.2 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 110 - Forks: 12
raunakkmr/GraphSAGE-and-GAT-for-link-prediction
GraphSAGE and GAT for link prediction.
Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 51 - Forks: 14
xiaoqian19940510/TASLP-EAREE
The GitHub repository for the paper "Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations"
Language: Python - Size: 4.33 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3
raunakkmr/Graph-Attention-Networks
PyTorch implementation of Graph Attention Networks
Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 18 - Forks: 5
taishan1994/pytorch_gat
Pytorch implementation of graph attention network
Language: Python - Size: 241 KB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 3
double125/Graph-Matching-Attention
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering
Language: Python - Size: 2.5 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 1
njmarko/gat-or
GATor is a Graph Attention Network for object detection with relational reasoning
Language: Jupyter Notebook - Size: 3.25 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 2
khanmhmdi/GAT-Graph-attention-neural-network-
This repository contain the unofficial implementation of the graph attention neural network.
Size: 1.71 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0
withai/Docked-protein-Interaction-ranking-using-graph-neural-networks
A deep learning library to rank protein complexes using graph neural networks
Language: Python - Size: 166 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1
animeshprasad/Glocal
Keyphrase extraction using graph convolution
Language: Python - Size: 5.03 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 5
YeskendirK/Reducing-Oversmoothing
Source code accompanying the paper "Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings" published in DLG-AAAI’23
Language: Python - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
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.
Language: Python - Size: 224 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
ShuvozitGhose/Ground-Terrain-EoT
Modeling Extent-of-Texture Information for Ground Terrain Recognition
Language: Python - Size: 335 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0
RickyMiura/Traffic-Speed-Forecasting
Forecasting traffic speed using sensor data from San Diego highways and a Spatial-Temporal Graph Attention Network.
Language: Python - Size: 121 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1
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.
Language: Python - Size: 137 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
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.
Language: Python - Size: 169 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0
gu-yaowen/MTPredictor
A Drug Metabolite & Toxicity Property Predictor Based on Graph Neural Network
Language: Python - Size: 5.15 MB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0
AbstractionsLab/idps-escape
IDPS-ESCAPE (Intrusion Detection and Prevention Systems for Evading Supply Chain Attacks and Post-compromise Effects), part of the CyFORT project: open-source SOAR system powered by a dedicated ML-based anomaly detection toolbox (ADBox) integrated with open-source software such as Wazuh and Suricata.
Language: Python - Size: 55.9 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
wzever/RGCN-GAT-Link-Prediction
Course project of SJTU CS3319: Foundations of Data Science, 2023 spring
Language: Python - Size: 6.26 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
TiffanyKousiman/graph-attention-neural-network-for-twitter-topic-modelling
Examining Graph Attention Neural Network for Short-Text Topic Modelling using Document Neighbourhood Affinity: A Hydrogen Energy Discourse on Twitter
Language: Jupyter Notebook - Size: 173 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
pengkenlim/CxNE_plants
Generation Co-expression Network Embeddings (CxNEs) for plant genes using Graph Attention Networks (GAT))
Language: Python - Size: 178 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
smyconan/PytorchGAT
Dense and Sparse Implementation of GAT written by PyTorch
Language: Python - Size: 162 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
parsa-abbasi/GAT Fork of PetarV-/GAT
Graph Attention Networks (GATs)
Language: Python - Size: 6.06 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
