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Search results for graph neural networks link prediction
graph-neural-networks
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link-prediction
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18 search results found
Stellargraph
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2,768
StellarGraph - Machine Learning on Graphs
Cogdl
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1,671
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
Datasets
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521
A repository of pretty cool datasets that I collected for network science and machine learning research.
Nbfnet
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153
Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)
Ctgcn
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72
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
Bigraph
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67
Bipartite-network link prediction in Python
Htgn
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33
PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"
Cflp
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30
Author: Tong Zhao (
[email protected]
). ICML 2022. Learning from Counterfactual Links for Link Prediction
Vgrnn
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24
Variational Graph Recurrent Neural Networks - PyTorch
Gen
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20
Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020).
Tip
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19
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
Analyzekge
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19
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
Semantic Lossfunc
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13
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction
Meim Kge
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12
Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction (IJCAI 2022).
Graph Embedding Techniques
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11
It provides some typical graph embedding techniques based on task-free or task-specific intuitions.
Gripnet
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11
GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)
Torch Rgcn
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9
A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).
Linkless Link Prediction
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7
[ICML 2023] Linkless Link Prediction via Relational Distillation
Gnn Noge
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7
Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)
Bifusion
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7
Scaled
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6
ScaLed: Improving SEAL by random walks
S3grl
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5
S3GRL is a scalable SGRL method for faster link prediction using efficient precomputations.
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Python Graph Neural Networks (513)
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1-18 of 18 search results
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