This repository implements variational graph auto encoder by Thomas Kipf.
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Sep 20, 2021 - Python
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vgae
Here are 10 public repositories matching this topic...
gcn for prediction of protein interactions，图卷积用于蛋白质相互作用。
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Nov 15, 2021 - Python
This repository shows an implementation of the VGAE based model with PyTorch.
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Sep 30, 2022 - Python
Official Repository for different models based on MultiHead VGAEs.
benchmark deep-learning pytorch pubmed generative-model cora pytorch-geometric citeseer vgae state-of-the-art-models
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Aug 17, 2023 - Python
Graph Neural Network for Disease-Gene Link Prediction
python gae linkprediction knowledge-graph-embeddings graph-neural-networks pytorch-geometric vgae gene-disease-associations
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Nov 11, 2023 - Python
Graph-based Contrastive Learning enable Fast Single-Cell Embedding
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Dec 9, 2025 - Python
A comprehensive bridge impact analysis system combining heterogeneous graph neural networks (HGNN) for closure-impact prediction with graph autoencoders (GAE/VGAE/HetVGAE) for unsupervised bridge similarity learning. This extends the system with heterogeneous graph variational autoencoders for metapath-based bridge classification.
unsupervised-learning similarity-learning structural-health-monitoring vgae hgnn graph-autoencoder infrastructure-analysis bridge-impact-analysis heterogeneous-graph-neural-networks hetvgae metapath-learning closure-impact-prediction
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Apr 13, 2026 - HTML
graph-analysis spectral-clustering graph-neural-networks vgae ppi-network graph-centrality-algorithms
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Feb 23, 2026 - Jupyter Notebook
APPNP,ARGO,ARMA,BGNN,BGRL,CAPSULE,CAREGNN,CLUSTER_GCN,COMPGCN,CORRECT_AND_SMOOTH,DAGNN,DEEPERGNN,DEEPWALK,DGI,DGMG,DIFFPOOL,DIMENET,DTGRNN,EEG-GCNN,EGES,EVOLVEGCN,GAS,GAT,GATNE-T,GATV2,GCMC,GCN,GENIEPATH,GGNN,GIN,GNN_EXPLAINER,GRACE,GRAND,GRAPH_MATCHING,GRAPHSAINT,GRAPHSAGE,GRAPHSIM,GRAPHWRITER,GXN,HAN,HARDGAT,HARDGAT,HGP_SL,HGT,HILANDER,INFOGRAPH
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Jan 6, 2025 - Python
Repositório de TCC com pipeline completo para experimentos com GNNs: geração de embeddings (GAE/VGAE), avaliação com múltiplos classificadores e ambiente reproduzível via Dev Containers.
data-science deep-learning gae embeddings gnns node-classification graph-neural-networks graph-auto-encoder vgae
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Feb 18, 2026 - Python
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