link-prediction
There are 326 repositories under link-prediction topic.
stellargraph/stellargraph
StellarGraph - Machine Learning on Graphs
pykeen/pykeen
🤖 A Python library for learning and evaluating knowledge graph embeddings
THUDM/CogDL
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
benedekrozemberczki/awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
zjunlp/PromptKG
PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
benedekrozemberczki/datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
malllabiisc/CompGCN
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
typedb/typedb-ml
TypeDB-ML is the Machine Learning integrations library for TypeDB
zjunlp/AutoKG
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
DaehanKim/vgae_pytorch
This repository implements variational graph auto encoder by Thomas Kipf.
zjukg/NeuralKG
[Tool] For Knowledge Graph Representation Learning
lucashu1/link-prediction
Representation learning for link prediction within social networks
vuptran/graph-representation-learning
[DSAA 2018] Autoencoders for Link Prediction and Semi-Supervised Node Classification
DeepGraphLearning/NBFNet
Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)
xiangyue9607/BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
daiquocnguyen/ConvKB
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
zjunlp/MKGformer
[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion
XiaShan1227/GNN-Tutorial
B站GNN教程资料
tsafavi/codex
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
mklimasz/TransE-PyTorch
Implementation of TransE model in PyTorch.
daiquocnguyen/CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Mehran-k/SimplE
SimplE Embedding for Link Prediction in Knowledge Graphs
rafguns/linkpred
Easy link prediction tool
zjunlp/Relphormer
[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation
Zehong-Wang/Awesome-Foundation-Models-on-Graphs
A collection of graph foundation models including papers, codes, and datasets.
thiviyanT/torch-rgcn
A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).
VGraphRNN/VGRNN
Variational Graph Recurrent Neural Networks - PyTorch
nju-websoft/muKG
μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications, ISWC 2022
Cloudy1225/Awesome-Link-Prediction
A list of recent papers about Link Prediction.
Dru-Mara/EvalNE
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
jiangqn/GCN-GAN-pytorch
A pytorch implemention of GCN-GAN for temporal link prediction.
bi-graph/Bigraph
Bipartite-network link prediction in Python
jhljx/CTGCN
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
xiaohan2012/sdne-keras
Keras implementation of Structural Deep Network Embedding, KDD 2016
ku21fan/COO-Comic-Onomatopoeia
COO: Comic onomatopoeia dataset (ECCV 2022)