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GitHub topics: graph-attention

TrustAGI-Lab/Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

Size: 60.5 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 2,252 - Forks: 384

Jiakui/awesome-gcn

resources for graph convolutional networks (图卷积神经网络相关资源)

Size: 104 KB - Last synced at: 7 days ago - Pushed at: almost 6 years ago - Stars: 892 - Forks: 135

benedekrozemberczki/SimGNN

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

Language: Python - Size: 2.44 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 792 - Forks: 149

shenweichen/GraphNeuralNetwork

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

Language: Python - Size: 5.35 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 813 - Forks: 184

benedekrozemberczki/SGCN

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

Language: Python - Size: 13 MB - Last synced at: 21 days ago - Pushed at: about 2 years ago - Stars: 274 - Forks: 57

benedekrozemberczki/GAM

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Language: Python - Size: 2.9 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 273 - Forks: 57

benedekrozemberczki/AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Language: Python - Size: 1.25 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 325 - Forks: 47

benedekrozemberczki/APPNP

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Language: Python - Size: 1.2 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 368 - Forks: 51

benedekrozemberczki/MixHop-and-N-GCN

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

Language: Python - Size: 5.06 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 404 - Forks: 56

AmayaGS/MUSTANG

Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023

Language: Python - Size: 2.59 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 13 - Forks: 2

rimo02/Sign-Language-Detection

Detecting American Sign Language using Graph Conv Network and Mediapipe

Language: Python - Size: 25.7 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

eccvanonymous/Ad-HGFormer

[ECCV 2024]Temporary code for "Ad-HGformer: An Adaptive HyperGraph Transformer for Skeletal Action Recognition"

Language: Python - Size: 1.68 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

baldassarreFe/performer-gat-shapenet

Performer vs. Graph Attention Network on ShapeNet with GradCAM explanations.

Language: Python - Size: 53.8 MB - Last synced at: 27 days ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

ShinKyuY/Graph_Neural_Net

Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 28 - Forks: 11

MRTCc/Anomaly-GAT-BERT

Anomaly Detection architecture on Multivariate Time-Series. Self-supervised. Inspired by [AnomalyBERT](https://arxiv.org/abs/2305.04468v1) and [MTAD-GAT](https://arxiv.org/pdf/2009.02040.pdf)

Language: Python - Size: 3.64 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

pulkit1joshi/SimGNN

Keras implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation". Includes synthetic GED data.

Language: Python - Size: 3.75 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 8

Related Keywords
graph-attention 16 gcn 9 deep-learning 7 machine-learning 7 pytorch 6 node2vec 5 deepwalk 5 graph-convolution 5 gnn 5 network-embedding 4 sklearn 3 tensorflow 3 neural-network 3 graph-embedding 3 graph-classification 3 graphsage 3 graph-neural-networks 3 attention 3 gat 2 graph-neural-network 2 wsdm 2 walklet 2 transformer 2 structural-attention 2 graph-representation-learning 2 simgnn 2 graph-similarity 2 ged 2 attention-mechanism 2 mixhop 2 graph-attention-networks 2 graph-auto-encoder 2 convolutional-neural-networks 1 human-activity-recognition 1 human-action-recognition 1 graphtransformer 1 graphneuralnetwork 1 graphconvoltution 1 adaptive-graph 1 multi-scale 1 ngcn 1 mediapipe 1 whole-slide-image 1 self-attention 1 multiple-instance-learning 1 pytorch-cnn 1 walklets 1 histopathology 1 withsyntheticdata 1 synthetic-data 1 similarity-score 1 keras 1 hacktoberfest 1 graph-theory 1 graph-similarity-algorithms 1 time-series 1 anomaly-detection 1 transductive-learning 1 ppi 1 inductive-learning 1 graph 1 ggnn 1 gradcam 1 skeleton-based-action-recognition 1 hypergraph-transformer 1 hypergraph-neural-networks 1 hypergraph 1 reinforcement-learning 1 reinforcement-agent 1 neural-networks 1 graph2vec 1 deep-reinforcement-learning 1 signed-network 1 sgcn 1 pytorch-geometric 1 node-classification 1 gpt3 1 gpt2 1 tensor-network 1 graph-edit-distance 1 nlp 1 cv 1 graph-network 1 generated-graphs 1 convolutional-networks 1 convolutional-layers 1 convolutional 1 research 1 ppnp 1 pagerank 1 node-embedding 1 iclr 1 graph-convolutional-neural-networks 1 deep-neural-networks 1 appnp 1 word2vec 1 torch 1 nips 1 neurips-2018 1 neurips 1