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GitHub topics: knowledge-base-completion

pykeen/pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

Language: Python - Size: 26.8 MB - Last synced at: 20 days ago - Pushed at: 26 days ago - Stars: 1,794 - Forks: 197

mana-ysh/symmetry-learning-kgc

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

Language: Python - Size: 11.7 MB - Last synced at: 8 days ago - Pushed at: over 7 years ago - Stars: 11 - Forks: 1

Yueshengxia/KGE

Some papers on knowledge graph embedding

Size: 1.37 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 24 - Forks: 1

Mehran-k/SimplE

SimplE Embedding for Link Prediction in Knowledge Graphs

Language: Python - Size: 8.42 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 144 - Forks: 33

daiquocnguyen/ConvKB

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

Language: Python - Size: 63.5 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 204 - Forks: 39

liuyuaa/KHG-Papers

Paper list for knowledge hypergraph

Size: 2.93 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 30 - Forks: 4

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

Language: Java - Size: 310 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

daiquocnguyen/CapsE

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

Language: Python - Size: 99.3 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 139 - Forks: 32

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"

Language: Jupyter Notebook - Size: 45.4 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 0

karmaresearch/takco

🌮 Table-based KB Completer

Language: Python - Size: 4.74 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 0

prokolyvakis/hyperkg

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion

Language: Python - Size: 88.3 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 4

daiquocnguyen/GNN-NoGE

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

Language: Python - Size: 10.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 33 - Forks: 4

daiquocnguyen/QuatRE

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

Language: Python - Size: 12.7 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 3

datquocnguyen/STransE

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

Language: C++ - Size: 36.4 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 51 - Forks: 16

treble-maker123/multipath

Code for project on reasoning over multiple paths

Language: Python - Size: 139 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0