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Search results for knowledge graph link prediction

knowledge-graph x

link-prediction x

22 search results found

Pykeen ⭐ 1,498

🤖 A Python library for learning and evaluating knowledge graph embeddings

Promptkg ⭐ 561

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

Typedb Ml ⭐ 550

TypeDB-ML is the Machine Learning integrations library for TypeDB

Neuralkg ⭐ 263

[Tool] For Knowledge Graph Representation Learning

Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".

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)

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

Mkgformer ⭐ 97

Code for the SIGIR2022 paper "Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion."

Relphormer ⭐ 93

Code for the Neurocomputing 2023 paper "Relational Graph Transformer for Knowledge Graph Representation"

SimplE Embedding for Link Prediction in Knowledge Graphs

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

Analyzekge ⭐ 19

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

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Eﬀect Prediction (GRL@NeurIPS, 2019)

Contextual knowledge bases

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

Midi2vec ⭐ 15

MIDI2vec computes embeddings for representing MIDI data in vector space

Semantic Lossfunc ⭐ 13

Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction

Meim Kge ⭐ 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).

Versatile Embeddings ⭐ 11

Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE

Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".

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

Commonsense Knowledge Base Completion ⭐ 7

Commonsense Knowledge Base Reasoning

Openbg500 ⭐ 5

Dataset of business knowledge graph in OpenBG

Related Searches

Python Knowledge Graph (457)

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