All Categories → No Category → graph-attention-networks

Top 8 graph-attention-networks open source projects

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

✭ 2,229

python tensorflow neural-networks attention-mechanism graph-attention-networks self-attention

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

✭ 1,853

python pytorch neural-networks attention-mechanism graph-attention-networks self-attention

Awesome Graph Classification

A collection of important graph embedding, classification and representation learning papers with implementations.

mtad-gat-pytorch

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

✭ 85

python shell deep-learning time-series pytorch attention anomaly-detection graph-attention-networks graph-neural-networks 2021 gnn mtad-gat

CoVA-Web-Object-Detection

A Context-aware Visual Attention-based training pipeline for Object Detection from a Webpage screenshot!

✭ 18

python computer-vision deep-learning pytorch information-extraction attention convolutional-neural-networks object-detection graph-convolutional-networks multimodal-learning graph-attention-networks visual-attention

AC-VRNN

PyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"

✭ 21

python time-series surveillance recurrent-neural-networks generative-model variational-autoencoder trajectory-prediction graph-attention-networks graph-neural-networks

SelfGNN

A PyTorch implementation of "SelfGNN: Self-supervised Graph Neural Networks without explicit negative sampling" paper, which appeared in The International Workshop on Self-Supervised Learning for the Web (SSL'21) @ the Web Conference 2021 (WWW'21).

✭ 24

python shell graph-convolutional-networks graph-attention-networks graph-neural-networks self-supervised-learning

how attentive are gats

Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

✭ 200

python shell graph pytorch attention networks how are graph-attention-networks graph-neural-networks gat attentive gatv2

1-8 of 8 graph-attention-networks projects