graph-attention

There are 2 repositories under graph-attention topic.

GRAND-Lab / Awesome-Graph-Neural-Networks
Paper Lists for Graph Neural Networks
graph-network convolutional-networks deep-learning graph-attention generated-graphs graph-auto-encoder
2161
Jiakui / awesome-gcn
resources for graph convolutional networks （图卷积神经网络相关资源）
gcn nlp graph-neural-networks cv graph-attention-networks graph-attention
851
shenweichen / GraphNeuralNetwork
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
gcn graphsage gnn gat graph-attention
Language:Python 759
SimGNN
benedekrozemberczki / SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
graph-edit-distance ged graph-similarity gcn graph-convolution tensor-network tensorflow pytorch neural-network deep-learning machine-learning graph-attention attention-mechanism graph-classification sklearn graph-embedding network-embedding wsdm simgnn gnn
Language:Python 707
MixHop-and-N-GCN
benedekrozemberczki / MixHop-and-N-GCN
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
pytorch pytorch-cnn deep-learning machine-learning deepwalk node2vec gcn ngcn graph-convolution convolutional-neural-networks convolutional convolutional-layers tensorflow graph-representation-learning walklets walklet graph-attention-networks graph-attention multi-scale mixhop
Language:Python 397
APPNP
benedekrozemberczki / APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
gcn pytorch graph-convolutional-neural-networks graph-neural-network research machine-learning deep-learning deepwalk node2vec graph-attention attention pagerank graph-classification graph-embedding node-embedding iclr deep-neural-networks ppnp network-embedding appnp
Language:Python 356
AttentionWalk
benedekrozemberczki / AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
pytorch torch attention deepwalk node2vec word2vec matrix-factorization deep-learning structural-attention walklet graph-representation-learning sklearn tensorflow nips neurips graph-attention implicit-factorization graph-neural-networks neurips-2018 machine-learning
Language:Python 312
SGCN
benedekrozemberczki / SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
gcn graphsage graph-convolution graph-embedding deepwalk node2vec graph-attention network-embedding node-classification signed-network sgcn deep-learning graph-neural-networks neural-network pytorch machine-learning pytorch-geometric transformer gpt2 gpt3
Language:Python 267
GAM
benedekrozemberczki / GAM
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
graph-convolution gcn graph-attention attention structural-attention deepwalk node2vec graph-classification graph2vec graphsage machine-learning transfer-learning reinforcement-learning reinforcement-agent deep-reinforcement-learning neural-networks pytorch sklearn
Language:Python 264
pulkit1joshi / SimGNN
Keras implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation". Includes synthetic GED data.
gcn gnn simgnn ged graph-theory similarity-score attention-mechanism machine-learning wsdm keras deep-learning network-embedding graph-convolution graph-similarity graph-similarity-algorithms graph-attention hacktoberfest synthetic-data withsyntheticdata neural-network
Language:Python 30
ShinKyuY / Graph_Neural_Net
Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop
graph gcn gat ggnn graph-neural-network ppi transductive-learning inductive-learning graph-attention mixhop
Language:Jupyter Notebook 29
MUSTANG
AmayaGS / MUSTANG
Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023
gnn graph-attention histopathology multiple-instance-learning self-attention whole-slide-image
Language:Python 12
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)
anomaly-detection graph-attention time-series
Language:Python 3
baldassarreFe / performer-gat-shapenet
Performer vs. Graph Attention Network on ShapeNet with GradCAM explanations.
gradcam graph-attention transformer
Language:Python 2
eccvanonymous / Ad-HGFormer
[ECCV 2024]Temporary code for "Ad-HGformer: An Adaptive HyperGraph Transformer for Skeletal Action Recognition"
adaptive-graph graph-attention graph-auto-encoder graphconvoltution graphneuralnetwork graphtransformer human-action-recognition human-activity-recognition hypergraph hypergraph-neural-networks skeleton-based-action-recognition hypergraph-transformer
Language:Python 1
rimo10 / Sign-Language-Detection
Detecting American Sign Language using Graph Conv Network and Mediapipe
gnn graph-attention mediapipe
Language:Python 0