Search Results - RepositoryStats

331

2.5k

mit

46

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...

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

Created 2020-12-26

110 commits to main branch, last one 3 years ago

GraphNeuralNetwork shenweichen

182

788

mit

12

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

gat gcn gnn graphsage graph-attention

Created 2019-08-17

8 commits to master branch, last one 2 years ago

GraphSAINT GraphSAINT

87

475

mit

8

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

gat gcn iclr ipdps jk-net graphsage graph-sampling

Created 2019-02-04

613 commits to master branch, last one 2 years ago

how_attentive_are_gats tech-srl

38

310

unknown

11

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

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

Created 2021-05-23

27 commits to main branch, last one 2 years ago

GeniePath-pytorch shuowang-ai

27

104

mit

2

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

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

Created 2019-05-29

7 commits to master branch, last one 2 years ago

GNN-Tutorial XiaShan1227

13

100

unknown

1

B站GNN教程资料

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

Created 2024-01-14

42 commits to main branch, last one 2 months ago

GB-Doc xueqing

85

96

unknown

3

中华人民共和国国家标准文档

gb gm gat gbt rfc ydt spvmn

Created 2019-02-27

41 commits to master branch, last one about a year ago

dagnet alexmonti19

20

85

unknown

3

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

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

Created 2020-05-03

62 commits to master branch, last one 2 years ago

GNN-Pytorch quqixun

10

77

mit

2

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

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

Created 2020-12-02

125 commits to main branch, last one 3 years ago

BrowEdit3 Borf

31

59

unknown

7

Browedit is an editor for rsw, gnd and gat files

gat gnd grf rsw editor mmorpg

Created 2022-01-11

625 commits to master branch, last one 2 months ago

gradientgating tk-rusch

4

52

mit

2

Gradient gating (ICLR 2023)

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

Created 2022-10-03

16 commits to main branch, last one about a year ago

GAT-pt ebrahimpichka

3

35

unknown

3

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

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

Created 2023-07-26

2 commits to main branch, last one about a year ago