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The Top 23 Graph Neural Networks Network Embedding Open Source Projects

Open source projects categorized as Graph Neural Networks Network Embedding
Categories > Graph Neural Networks
Categories > Network Embedding
Euler ⭐ 2,846
A distributed graph deep learning framework.
total releases 2most recent commit 10 months ago
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Pyhgt ⭐ 698
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
most recent commit 8 months ago
Awesome Deep Graph Clustering ⭐ 626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
total releases 5most recent commit 3 months ago
Datasets ⭐ 521
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit a year ago
Awesome Deep Community Detection ⭐ 397
Deep and conventional community detection related papers, implementations, datasets, and tools.
most recent commit 4 months ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit a year ago
Han ⭐ 307
Heterogeneous Graph Neural Network
most recent commit 4 years ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Splitter ⭐ 203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit a year ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit a year ago
Awesome Hyperbolic Learning ⭐ 186
Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications
most recent commit 3 months ago
Representation Learning On Heterogeneous Graph ⭐ 178
Representation-Learning-on-Heterogeneous-Graph
most recent commit 4 years ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit a year ago
Bigscity Libcity Paperlist ⭐ 132
Paper list in traffic prediction field
most recent commit 2 years ago
Braingb ⭐ 131
Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.
most recent commit 5 months ago
Dcrn ⭐ 126
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
most recent commit a year ago
Musae ⭐ 122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
most recent commit 2 years ago
Sgl ⭐ 106
A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
total releases 4most recent commit a year ago
Ctgcn ⭐ 72
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
most recent commit a year ago
Tene ⭐ 71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
most recent commit 2 years ago
Ladies ⭐ 70
Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"
most recent commit a year ago
Magnn ⭐ 66
Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
most recent commit 4 years ago
The 4 Latest Releases In Graph Neural Networks Network Embedding Open Source Projects
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Euler ⭐ 2,846
A distributed graph deep learning framework.
total releases 2latest release April 10, 2019most recent commit 10 months ago
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