NeSymGraphs's repositories
QLogicE
This source code is for our paper.
ReasonKGE
This is the public repo of the code from ReasonKGE
RuLES
Rule Learning with Embedding Support
SimplE-plus
Datasets used in paper "improved knowledge graph embedding using background taxonomic information"
UniKER
The official Pytorch implementation of "UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference"
walking-rdf-and-owl
Feature learning over RDF data and OWL ontologies
ComplEx-NNE_AER
Improving Knowledge Graph Embedding Using Simple Constraints (ACL-2108)
DRUM
DRUM end to end differentiable rule mining on knowledge graphs
graphqembed
Learning to query complex networks
IterE
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. (WWW'19)
joie-kdd19
Code and dataset for paper "Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts" published in KDD'2019.
KALE
Code used for paper 'Jointly Embedding Knowledge Graphs and Logical Rules' by Guo et al. 2016
kg-deductive-reasoner
knowledge graph deductive reasoning using memory networks
low-rank-logic
Code for Injecting Logical Background Knowledge into Embeddings for Relation Extraction
LPRules
Rule Induction in Knowledge Graphs Using Linear Programming
MINERVA
(Path-based) Meandering In Networks of Entities to Reach Verisimilar Answers
Neural-LP
Differentiable Learning of Logical Rules for Knowledge Base Reasoning