graph-data-science
Neo4j.rb
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| graph-data-science | Neo4j.rb | |
|---|---|---|
| 2 | 1 | |
| 581 | 1,394 | |
| 1.9% | 0.5% | |
| 10.0 | 6.8 | |
| 1 day ago | 9 days ago | |
| Java | Ruby | |
| GNU General Public License v3.0 or later | MIT License |
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graph-data-science
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[D] Seeking Advice - For graph ML, Neo4j or nah?
Neo4j is OSS - https://github.com/neo4j/graph-data-science - if you want to modify any of the algorithms, you can - and there's also the pregel API which offers algo building blocks (simplifying implementation)
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GDS Write - Yield Formatting Question
Unfortunately you cannot change the writeback data. You could add a feature request to the GDS repository: https://github.com/neo4j/graph-data-science
Neo4j.rb
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[D] Seeking Advice - For graph ML, Neo4j or nah?
The native Python client does add additional overhead when training GNN models. I have also found older reported issues regarding performance hits with neo4j's python driver. Now, these issues may not be strictly pertinent to our current use-case, but they reflect an underlying concern: Performance degradation when interaction between neo4j and native python is considered.
What are some alternatives?
neo4j-apoc-procedures - Awesome Procedures On Cypher for Neo4j - codenamed "apoc" If you like it, please ★ above ⇧
Hanami::Model - Ruby persistence framework with entities and repositories
mage - MAGE - Memgraph Advanced Graph Extensions :crystal_ball:
Sequel - Sequel: The Database Toolkit for Ruby
Memgraph - Open-source graph database, tuned for dynamic analytics environments. Easy to adopt, scale and own.
Guacamole
cugraph - cuGraph - RAPIDS Graph Analytics Library
MongoModel - Ruby ORM for MongoDB (compatible with Rails 3)
gqlalchemy - GQLAlchemy is a library developed with the purpose of assisting in writing and running queries on Memgraph. GQLAlchemy supports high-level connection to Memgraph as well as modular query builder.
ROM - Data mapping and persistence toolkit for Ruby
demo-news-recommendation - Exploring News Recommendation With Neo4j GDS
Ohm - Object-Hash Mapping for Redis