link-prediction topic

List link-prediction repositories

midi2vec

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MIDI2vec computes embeddings for representing MIDI data in vector space

OpenTLP

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[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction...

SMiLE

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[EMNLP 2022 Findings] SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction

complex-network-link-prediction

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A python library for link prediction in social networks

NPGLM

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Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)

gekcs

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How to Turn Your Knowledge Graph Embeddings into Generative Models

AutoKG

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LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

AnalyzeKGE

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Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion

MEIM-KGE

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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 (I...

neptune

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Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion