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awesome-gcn
resources for graph convolutional networks （图卷积神经网络相关资源）
https://github.com/Jiakui/awesome-gcn
Last synced: 4 days ago
JSON representation
-
Implement:
- tkipf/keras-gcn
- tkipf/gcn
- OCEChain/GCN
- PetarV-/GAT
- Diego999/pyGAT
- mp2893/gram - based Attention Model,
- danielegrattarola/keras-gat
- Luckick/EAGCN - relational Graph Convolutional Networks,
-
Improved GCN:
-
Example & Tutorial:
-
Knowledge Graph:
- tkipf/relational-gcn - based implementation of Relational Graph Convolutional Networks
- 1049451037/GCN-Align - lingual Knowledge Graph Alignment via Graph Convolutional Networks.
- MichSchli/RelationPrediction - GCNs for Relational Link Prediction
- xiangwang1223/knowledge_graph_attention_network
- deepakn97/relationPrediction - based Embeddings for Relation Prediction in Knowledge Graphs,
-
Relation Extraction:
- qipeng/gcn-over-pruned-trees
- malllabiisc/RESIDE - Supervised Neural Relation Extraction using Side Information,
- Cartus/AGGCN_TACRED
- Cartus/AGGCN_TACRED
-
Text Classification:
- yao8839836/text_gcn
- yuanluo/text_gcn_tutorial - 19),
- plkmo/Bible_Text_GCN - Based Graph Convolution Network,
- iamjagdeesh/Fake-News-Detection
- yuanluo/text_gcn_tutorial - 19),
-
Traffic Flow:
- FrancesZhou/GCNTrafficPrediction
- lehaifeng/T-GCN
- Davidham3/ASTGCN - Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019,
- Davidham3/ASTGCN - Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019,
-
Word Embedding:
-
NER:
-
QA:
- berc-uoft/Transformer-GCN-QA - hop Q/A architecture based on transformers and GCNs,
- berc-uoft/Transformer-GCN-QA - hop Q/A architecture based on transformers and GCNs,
-
Coreference Resolution:
-
Recommendation:
-
Skeleton-Based Action Recognition:
- yysijie/st-gcn - GCN) for Skeleton-Based Action Recognition in PyTorch
-
Anomaly Detection:
- jx-zhong-for-academic-purpose/GCN-Anomaly-Detection - and-play Action Classifier for Anomaly Detection.
- kaize0409/GCN_AnomalyDetection
-
Face Clustering:
- Zhongdao/gcn_clustering - based Face Clustering via GCN,
- yl-1993/learn-to-cluster
-
Person Attribute Recognition:
-
Person Search:
-
Image Segmentation:
- fidler-lab/curve-gcn - GCN (CVPR 2019),
-
Image Classification:
- chenzhaomin123/ML_GCN - Label Image Recognition with Graph Convolutional Networks, CVPR 2019,
- rusty1s/graph-based-image-classification
- avirambh/MSDNet-GCN - Multi-Scale Dense Convolutional Networks for Efficient Prediction,
- JudyYe/zero-shot-gcn - Shot Learning with GCN (CVPR 2018),
- chenzhaomin123/ML_GCN - Label Image Recognition with Graph Convolutional Networks, CVPR 2019,
-
Scene Graph Generation:
- NVIDIA/ContrastiveLosses4VRD
- yuweihao/KERN - Embedded Routing Network for Scene Graph Generation (CVPR 2019),
- shijx12/XNM-Net
- jiayan97/linknet-pytorch
- Uehwan/3D-Scene-Graph
- Kenneth-Wong/sceneGraph_Mem
- google/sg2im
- rowanz/neural-motifs
- jwyang/graph-rcnn.pytorch - CNN for Scene Graph Generation" and other papers,
- yikang-li/FactorizableNet - GPU version): An Efficient Subgraph-based Framework for Scene Graph Generation,
- danfeiX/scene-graph-TF-release - …,
- Uehwan/3D-Scene-Graph
-
Disease Prediction:
-
Path Prediction:
-
3D Point Cloud:
- maggie0106/Graph-CNN-in-3D-Point-Cloud-Classification - CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018),
- jiexiong2016/GCNv2_SLAM - time SLAM system with deep features,
-
Graph To Sequence:
- syxu828/Graph2Seq-0.1 - based Neural Networks",
- wngzhiqi/Graph2Seq-Graph-to-Sequence-Learning-with-Attention-Based-Neural-Networks - Based Neural Networks"(https://arxiv.org/pdf/1804.00823.pdf). Team Member: Zhiqi Wang, Ziyin Huang, Hong Du, Zhengkai Zhang,
-
Chemical Stability Prediction:
- MingCPU/DeepChemStable - based graph convolution network,
Programming Languages
Categories
Scene Graph Generation:
23
Implement:
16
Text Classification:
9
Knowledge Graph:
9
Image Classification:
9
Relation Extraction:
7
Traffic Flow:
7
Graph To Sequence:
4
Path Prediction:
4
Face Clustering:
4
Anomaly Detection:
4
3D Point Cloud:
4
QA:
3
Coreference Resolution:
3
Person Attribute Recognition:
2
Skeleton-Based Action Recognition:
2
Example & Tutorial:
2
NER:
2
Disease Prediction:
2
Chemical Stability Prediction:
2
Person Search:
2
Image Segmentation:
2
Word Embedding:
2
Improved GCN:
2
Recommendation:
2
Sub Categories
Keywords
graph-convolutional-networks
12
gcn
9
pytorch
7
deep-learning
6
graph-neural-networks
6
graph-attention-networks
5
python
5
tensorflow
5
nlp
5
graph
4
natural-language-processing
4
scene-graph
4
text-classification
3
relation-extraction
3
attention-mechanism
3
gnn
2
graph-convolutional-network
2
graph-neural-network
2
self-attention
2
convolutional-neural-networks
2
neural-networks
2
information-extraction
2
bert
2
cvpr2019
2
computer-vision
2
face-clustering
2
distant-supervision
1
neural-relation-extraction
1
graph-convolution-network
1
semi-supervised-learning
1
numpy
1
pandas
1
scipy
1
acl2019
1
deep-learning-tutorial
1
word-embeddings
1
geometric-deep-learning
1
entity-alignment
1
knowledge-graph-embeddings
1
embedding-propagation
1
explainable-recommendation
1
high-order-connectivity
1
kdd2019
1
knowledge-aware-recommendation
1
knowledge-based-recommendation
1
knowledge-graph
1
knowledge-graph-dataset
1
knowledge-graph-for-recommendation
1
recommender-system
1
deep-gcns
1