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The Top 20 Graph Neural Network Open Source Projects
TopicΒ >Β
Graph Neural Network
Capsgnn
β
909
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
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Neural_graph_collaborative_filtering
β
421
Neural Graph Collaborative Filtering, SIGIR2019
Han
β
397
Heterogeneous Graph Neural Network
Gnn4nlp Papers
β
302
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Pgl
β
278
Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
Representation Learning On Heterogeneous Graph
β
226
Representation-Learning-on-Heterogeneous-Graph
Appnp
β
202
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Splitter
β
163
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Seal Ci
β
162
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Datasets
β
158
A repository of pretty cool datasets that I collected for network science and machine learning research.
Agnn
β
149
Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
Oanet
β
131
Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
Role2vec
β
119
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Gnn Meta Attack
β
83
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
Tene
β
67
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
Musae
β
63
The reference implementation of "Multi-scale Attributed Node Embedding".
Magnn
β
62
Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
Geniepath Pytorch
β
43
This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)
Vgn
β
32
Deep Vessel Segmentation by Learning Graphical Connectivity
Graph Neural Network Pyg
β
19
PyG (a geometric extension library for PyTorch) implementation of several Graph Neural Networks (GNNs): GCN, GAT, GraphSAGE, etc.
1-20 of 20 projects