jRDF2Vec
codex
jRDF2Vec | codex | |
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1 | 1 | |
36 | 136 | |
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0.0 | 0.0 | |
about 1 year ago | over 1 year ago | |
Java | Python | |
MIT License | MIT License |
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jRDF2Vec
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Apache Age, a PostgreSQL Extension with Graph Database Functionality
You subsample. One package I used made N 'random walks' for each node. The random walks are written out as 'sentences', where the node id's are words.
That results in a huge text file, that you then embed as if it were a normal text. The result is a normal 'word embedding' where the words are in reality the node id's. Works like a charm. Highly scalable.
https://github.com/dwslab/jRDF2Vec
codex
What are some alternatives?
Apache AGE - Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL.
topic-db - TopicDB is a topic maps-based semantic graph store (using SQLite for persistence)
MicrostarterCli - A Simple tool that generates Micronaut Components
typedb-bio - TypeDB Bio: Biomedical Knowledge Graph
pyRDF2Vec - 🐍 Python Implementation and Extension of RDF2Vec
sparql.anything - SPARQL Anything is a system for Semantic Web re-engineering that allows users to ... query anything with SPARQL.
pgx - Build Postgres Extensions with Rust! [Moved to: https://github.com/tcdi/pgrx]
rdflib - RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information.