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gordicaleksa /pytorch-GAT

Star2.7k

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

UpdatedNov 17, 2022
Jupyter Notebook

shenweichen /GraphNeuralNetwork

Star847

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

gcn graphsage gat graph-attention gnn

UpdatedJan 11, 2023
Python

GraphSAINT /GraphSAINT

Star507

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

gcn iclr graph-sampling graphsage gat jk-net ipdps

UpdatedAug 12, 2022
Python

tech-srl /how_attentive_are_gats

Star360

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

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

UpdatedApr 5, 2022
Python

XiaShan1227 /GNN-Tutorial

Star198

B站GNN教程资料

pytorch networkx attention-mechanism link-prediction gcn graphsage gat pytorch-geometric gnn heterogeneous-graph-neural-network gatv2 cluster-gcn

UpdatedSep 5, 2024
Jupyter Notebook

gmftbyGMFTBY /MultiTurnDialogZoo

Star163

Multi-turn dialogue baselines written in PyTorch

chatbot transformer seq2seq attention gcn hred baselines self-attention gat multi-head kgcvae wseq recosa vhred hran hred-attn dshred word-level-attention utterance-level-attention dailydialog

UpdatedMar 10, 2020
Python

keitabroadwater /gnns_in_action

Star118

Code and Content for Manning Publication on Graph Neural Networks

graphs neural-networks gcn graph-neural-networks gat gnn gnn-learning gnn-model

UpdatedFeb 25, 2025
Jupyter Notebook

xueqing /GB-Doc

Star111

中华人民共和国国家标准文档

rfc gm gb gbt gat spvmn ydt

UpdatedNov 13, 2023

shuowang-ai /GeniePath-pytorch

Star105

This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)

convolutional-networks gcn pyg gat gnn graph-network graph-neural-network

UpdatedJul 25, 2024
Python

quqixun /GNN-Pytorch

Star98

GNN方法和模型的Pytorch实现。Pytorch implementation of GNN.

graph pytorch gcn grand graphsage fastgcn gat gnn gnn-pytorch sagpool mincutpool

UpdatedJan 12, 2025
Python

alexmonti19 /dagnet

Star92

PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"

graph sports basketball pytorch vae gcn trajectory-prediction pedestrians graph-attention-networks graph-neural-networks gat gnn trajectory-forecasting human-trajectory vrnn dagnet

UpdatedFeb 10, 2026
Python

Borf /BrowEdit3

Star72

Browedit is an editor for rsw, gnd and gat files

editor mmorpg gnd grf gat rsw

UpdatedNov 8, 2025
C++

Firyuza /GraphSAGE

Star67

Graph Neural Networks

tensorflow graphsage gat

UpdatedAug 5, 2020
Python

tk-rusch /gradientgating

Star55

Gradient gating (ICLR 2023)

pytorch message-passing gcn iclr graphsage graph-neural-networks gat pytorch-geometric heterophily oversmoothing iclr2023

UpdatedMay 11, 2023
Python

ebrahimpichka /GAT-pt

Star50

PyTorch implementation of the Graph Attention Networks (GAT) based on the paper "Graph Attention Network" by Velickovic et al -https://arxiv.org/abs/1710.10903v3

pytorch graph-attention-networks graph-neural-networks graph-representation-learning pytorch-implementation gat gnn