Awesome Open Source

Programming Languages

Search results for link prediction knowledge graph embeddings

knowledge-graph-embeddings x

link-prediction x

14 search results found

Pykeen ⭐ 1,498

🤖 A Python library for learning and evaluating knowledge graph embeddings

Neuralkg ⭐ 263

[Tool] For Knowledge Graph Representation Learning

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)

SimplE Embedding for Link Prediction in Knowledge Graphs

Transe Pytorch ⭐ 63

Implementation of TransE model in PyTorch.

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

STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)

QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)

Analyzekge ⭐ 19

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

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

Transedge ⭐ 14

TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019

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

LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)

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

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

Related Searches

Python Link Prediction (81)

Python Knowledge Graph Embeddings (50)

1-14 of 14 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.