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Graph Data Science Python Client 1.8

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@brs96 brs96 released this 10 Oct 11:02
· 1418 commits to main since this release

We are happy to announce the release of graphdatascience, the GDS Python client, version 1.8! It is published to PyPI!

Documentation: https://neo4j.com/docs/graph-data-science-client/1.8/

Highlights:

  • New methods that support inference of KGE models (TransE and DistMult).
  • New method gds.graph.cypher.project to project a graph using Cypher projection.
  • Added new LastFM dataset through gds.graph.load_lastfm().
  • Expose bookmarks to synchronize queries in a Neo4j cluster.
  • Dropped support for Python 3.7 which is now EOL.
  • Improved endpoint returning graphs to be used in with clauses. The expression with gds.graph.project(...)[0] as G can now be simplified to with gds.graph.project(...) AS G.
  • Make gds.graph.construct more robust by ignoring empty dataframes inside. This makes it less error-prone to construct nodes only graphs.
  • Improved error messages and deprecation warnings.

The release can be pip installed with pip install graphdatascience==1.8.