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disambed

Create embeddings for RDF-graphs using the GloVe model

https://github.com/jurian/disambed

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.7%) to scientific vocabulary

Keywords

embedding glove java rdf-graph
Last synced: 4 months ago · JSON representation ·

Repository

Create embeddings for RDF-graphs using the GloVe model

Basic Info
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 2
Topics
embedding glove java rdf-graph
Created about 7 years ago · Last pushed about 3 years ago
Metadata Files
Readme Citation

README.md

Creating knowledge graph embeddings

Compiling into runnable jar

Create a jar with:

mvn clean package assembly:single

The program needs a configuration file to run. Examples can be found in the /config directory

Then run with:

java -jar target/graph-embeddings.jar -c For example: java -jar target/graph-embeddings.jar -Xmx30g -c config/saa.yml

When the process is finished, the generated embedding will be in the /out directory

Owner

  • Name: Jurian Baas
  • Login: Jurian
  • Kind: user
  • Location: Netherlands
  • Company: Utrecht University, @KNMI, @KNMI-DataLab

Citation (CITATION.cff) 

cff-version: 1.2.0
title: Disembed
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Jurian
    name-particle: Jurian
    family-names: Baas
    email: jurian@jurianbaas.nl
    affiliation: Utrecht University
    orcid: 'https://orcid.org/0000-0001-8689-8824'
identifiers:
  - type: doi
    value: 10.5281/zenodo.7291899
    description: Release version 1.1

GitHub Events

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  • Watch event: 1

Dependencies

pom.xml maven
  • com.carrotsearch:hppc 0.9.1
  • com.github.jelmerk:hnswlib-core 1.0.1
  • grph:grph 2.1.2
  • info.debatty:java-lsh 0.12
  • info.debatty:java-string-similarity 2.0.0
  • me.tongfei:progressbar 0.9.3
  • org.apache.jena:jena-arq 4.3.2
  • org.apache.jena:jena-core 4.3.2
  • org.ojalgo:ojalgo 51.4.0
  • org.rdfhdt:hdt-api 3.0.3
  • org.rdfhdt:hdt-jena 3.0.3
  • org.slf4j:slf4j-api 1.7.36
  • org.slf4j:slf4j-log4j12 1.7.36
  • org.yaml:snakeyaml 1.33