link-prediction 开源项目推荐（420 个）

stellargraph /stellargraph

StellarGraph - Machine Learning on Graphs

pykeen /pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

benedekrozemberczki /awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

THUDM /CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

palash1992 /GEM

该项目在 GitHub 上没有填写描述

zjunlp /PromptKG

PromptKG 家族：一个包含提示学习及相关研究作品、工具包和论文列表的画廊。

benedekrozemberczki /datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

malllabiisc /CompGCN

ICLR 2020：基于组合的多关系图卷积网络

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)

Zehong-Wang /Awesome-Foundation-Models-on-Graphs

A collection of graph foundation models including papers, codes, and datasets.

zjunlp /MKGformer

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

daiquocnguyen /ConvKB

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)

XiaShan1227 /GNN-Tutorial

B站GNN教程资料