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knowledge-base-completion

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pykeen

pykeen /pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

python machine-learning deep-learning cuda torch link-prediction knowledge-base-completion knowledge-graph-embeddings knowledge-graphs pykeen

UpdatedDec 17, 2025
Python

daiquocnguyen /ConvKB

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

knowledge-graph-completion convolutional-neural-network link-prediction knowledge-base-completion knowledge-graph-embeddings wn18rr knowledge-base-embeddings pytorch-implementation knowledge-graphs fb15k237

UpdatedMay 7, 2021
Python

daiquocnguyen /CapsE

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

knowledge-graph knowledge-base knowledge-graph-completion link-prediction knowledge-base-completion knowledge-graph-embeddings capsule-network capsule-neural-networks knowledge-base-embeddings search-personalization

UpdatedApr 14, 2021
Python

Mehran-k /SimplE

SimplE Embedding for Link Prediction in Knowledge Graphs

tensorflow knowledge-graph knowledgebase tensor-factorization knowledge-base knowledge-graph-completion relational-learning link-prediction knowledge-base-completion knowledge-graph-embeddings statistical-relational-learning starai

UpdatedFeb 11, 2020
Python

daiquocnguyen /GNN-NoGE

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

knowledge-graph-completion link-prediction quaternion-algebra knowledge-base-completion knowledge-graph-embeddings graph-neural-networks graph-representation-learning hamilton-product

UpdatedDec 25, 2021
Python

datquocnguyen /STransE

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

knowledge-graph-completion embedding-models link-prediction transe stranse knowledge-base-completion knowledge-graph-embeddings

UpdatedNov 28, 2017
C++

Yueshengxia /KGE

Some papers on knowledge graph embedding

knowledge-graph knowledge-graph-completion knowledge-base-completion knowledge-graph-reasoning knowledge-graph-embedding knowledge-representation-learning knowledge-base-reasoning

UpdatedDec 10, 2025

daiquocnguyen /QuatRE

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

knowledge-graph-completion link-prediction quaternion-algebra knowledge-base-completion knowledge-graph-embeddings hamilton-product

UpdatedMar 10, 2022
Python

liuyuaa /KHG-Papers

Paper list for knowledge hypergraph

knowledge-graph knowledge-base-completion hyper-relational-knowledge-graph

UpdatedApr 18, 2021

prokolyvakis /hyperkg

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion

embeddings knowledge-graph knowledge-base-completion hyperbolic

UpdatedJul 6, 2023
Python

karmaresearch /takco

🌮 Table-based KB Completer

wikidata knowledge-graph schema-matching entity-linking entity-typing knowledge-base-completion web-table tabular-data-annotation

UpdatedMar 13, 2024
Python

mana-ysh /symmetry-learning-kgc

Python implementation of "Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion [Manabe+. 2018]"

knowledge-graph-completion embedding-models sparse-modeling knowledge-base-completion knowledge-graph-embeddings

UpdatedFeb 25, 2018
Python

ML-KULeuven /KBC-as-PU-Learning

Source code & appendices accompanying the AAAI2022 paper "Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias"

knowledge-base-completion pu-learning aaai2022

UpdatedDec 22, 2021
Jupyter Notebook

tigerchen52 /long_tail_kbc

Knowledge Base Completion for Long-Tail Entities

knowledge-base-completion long-tail-entities language-models-as-knowledge-bases

UpdatedJul 4, 2023
Python

treble-maker123 /multipath

Code for project on reasoning over multiple paths

transformer knowledge-graph knowledge-base graph-convolutional-networks knowledge-base-completion

UpdatedJan 7, 2020
Python

martinsvat /STRiKE

Implementation of a learning and fragment-based rule inference engine -- M. Svatoš, S. Schockaert, J. Davis, and O. Kuželka: STRiKE: Rule-driven relational learning using stratified k-entailment, ECAI'20

machine-learning inference knowledge-graph-completion relational-learning knowledge-base-completion rule-learning

UpdatedMar 5, 2024
Java

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