Popular GitHub Repositories for Link Prediction

? A Python library for learning and evaluating knowledge graph embeddings

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

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

[Tool] For Knowledge Graph Representation Learning

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

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

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

CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

B站GNN教程资料

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

A pytorch implemention of GCN-GAN for temporal link prediction.

Author: Tong Zhao (tzhao2@nd.edu). ICML 2022. Learning from Counterfactual Links for Link Prediction

Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2020)

Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)

How to Turn Your Knowledge Graph Embeddings into Generative Models

PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"

A Python library for knowledge graph representation learning (graph embedding).

MIDI2vec computes embeddings for representing MIDI data in vector space

[ICLR 2023] Link Prediction with Non-Contrastive Learning