16 results found Sort:

alibaba
euler alibaba
558
2.9k
apache-2.0
138
A distributed graph deep learning framework.
gcn ggnn graph node2vec graphsage random-walk deep-learning graph-learning graph-embedding network-embedding graph-neural-networks graph-convolutional-networks
Created 2019-01-10
8 commits to master branch, last one 4 years ago
shenweichen
GraphNeuralNetwork shenweichen
183
799
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
benedekrozemberczki
ClusterGCN benedekrozemberczki
136
788
gpl-3.0
20
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn metis musae gemsec louvain pytorch deepwalk diff2vec node2vec graph2vec graphsage clustering deep-learning neural-network graph-clustering graph-convolution community-detection node-classification graph-neural-networks graph-convolutional-networks
Created 2019-06-17
144 commits to master branch, last one 2 years ago
benedekrozemberczki
GraphWaveletNeuralNetwork benedekrozemberczki
117
580
gpl-3.0
16
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
gcn gpt2 gpt3 gwnn iclr pytorch sklearn deepwalk node2vec research graphsage tensorflow transformer deep-learning machine-learning graph-convolution graph-representation graph-neural-networks graph-convolutional-network convolutional-neural-networks
Created 2019-01-18
118 commits to master branch, last one about a year ago
matenure
FastGCN matenure
111
520
unknown
12
The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""
reddit fastgcn graphsage graph-convolutional-networks
Created 2018-01-30
14 commits to master branch, last one 5 years ago
GraphSAINT
GraphSAINT GraphSAINT
87
476
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
kyzhouhzau
NLPGNN kyzhouhzau
65
332
mit
10
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
gan gcn gin gnn nlp tf2 bert gpt2 albert textcnn textgcn bert-cls bert-ner graphsage albert-ner tensorflow2 message-passing bilstm-attention graph-classfication graph-convolutional-networks
Created 2020-02-25
7 commits to master branch, last one 4 years ago
benedekrozemberczki
GAM benedekrozemberczki
57
270
gpl-3.0
12
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
gcn pytorch sklearn deepwalk node2vec attention graph2vec graphsage graph-attention neural-networks machine-learning graph-convolution transfer-learning reinforcement-agent graph-classification structural-attention reinforcement-learning deep-reinforcement-learning
Created 2018-12-28
95 commits to master branch, last one 2 years ago
benedekrozemberczki
SGCN benedekrozemberczki
58
270
gpl-3.0
12
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
gcn gpt2 gpt3 sgcn pytorch deepwalk node2vec graphsage transformer deep-learning neural-network signed-network graph-attention graph-embedding machine-learning graph-convolution network-embedding pytorch-geometric node-classification graph-neural-networks
Created 2018-12-07
135 commits to master branch, last one about a year ago
XiaShan1227
GNN-Tutorial XiaShan1227
13
116
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 3 months ago
quqixun
GNN-Pytorch quqixun
11
80
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
tk-rusch
gradientgating tk-rusch
4
53
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
YinzhenWan
recome_wan YinzhenWan
6
50
unknown
2
用pytorch 方法复现了二十多个经典的推荐算法论文，其中包含排序论文和推荐召回论文，并在demo里面选了一个召回模型和排序模型的运行示例。
dcn din eges line mind mmoe sdne deepfm comirec fibinet gru4rec deepwalk lightgcn node2vec graphsage youtubednn
Created 2023-03-29
37 commits to master branch, last one about a year ago
nhtsai
graph-rec nhtsai
12
42
unknown
1
Senior Capstone Project: Graph-Based Product Recommendation
dgl pinsage graphsage deep-learning recommender-system graph-data-analysis graph-neural-networks amazon-product-reviews
Created 2021-01-19
104 commits to main branch, last one 3 years ago
GraphSAINT
GNN-ARCH GraphSAINT
9
41
unknown
3
[ASAP 2020; FPGA 2020] Hardware architecture to accelerate GNNs (common IP modules for minibatch training and full batch inference)
gcn fpga graphsage accelerator hardware-acceleration
Created 2020-06-15
14 commits to master branch, last one 3 years ago
wey-gu
NebulaGraph-Fraud-Detection-GNN wey-gu
3
33
apache-2.0
1
An example project for training a GraphSAGE Model, and setup a Real-time Fraud Detection Web Service(Frontend and Backend) with NebulaGraph Database and DGL.
dgl gnn graphsage nebulagraph graphdatabase fraud-detection
Created 2022-08-01
17 commits to main branch, last one 2 years ago