Published May 21, 2024 | Version v0.4.0
Software Open

GiulioRossetti/cdlib: Emperor of the Galaxy

Creators

  • 1. Italian National Research Council
  • 2. @pyupio
  • 3. Assistant professors @ University of Pisa
  • 4. National Research University Higher School of Economics
  • 5. Xing lab
  • 6. Federal University of Pernambuco
  • 7. University of Trento
  • 8. Home
  • 9. @fossas
  • 10. @MRCIEU

Description

Emperor of the Galaxy is the perfect codename for (a release of) a community detection library.

Many millennia prior to the events of the series (The Hitchhiker's Guide to the Galaxy), the final Emperor of the Galactic Empire&action=edit&redlink=1) (in the Hitchhiker's universe) was placed into a stasis field during his dying moments: thus leaving the Empire with a technically ruling, but actually near-dead Emperor, with all his heirs long since dead. And so today, an Imperial President, elected by the Galactic Assembly, has all the trappings of power, without actually wielding any. This was the office held by Yooden Vranx and Zaphod Beeblebrox.

Emperor of the Galaxy comes with several new features and bugfixes, in particular:

  • A completely reorganized readthedocs documentation;
  • Support for Dynamic Community Events detection, analysis, validation and I/O;
  • Novel measures for clustering comparisons (leveraging clusim as optional dependency)
  • Novel CD algorithms;
  • Novel and updated viz (community-graph and community events);

What's Changed

  • 📝 Fix description of the cut ratio formula [ci skip] by @EdGeber in https://github.com/GiulioRossetti/cdlib/pull/224
  • Updating vizualisation of communities by @amineitji in https://github.com/GiulioRossetti/cdlib/pull/234
  • pass partition as 2nd input parameter to the Louvain by @Praveer1981 in https://github.com/GiulioRossetti/cdlib/pull/232
  • New function - viz.plot_network_highlighted_clusters (collaborating with Remy Cazabet at UCBL) by @amineitji in https://github.com/GiulioRossetti/cdlib/pull/235
  • Clustering comparison by @GiulioRossetti in https://github.com/GiulioRossetti/cdlib/pull/237
  • Community events by @GiulioRossetti in https://github.com/GiulioRossetti/cdlib/pull/238

New Contributors

  • @EdGeber made their first contribution in https://github.com/GiulioRossetti/cdlib/pull/224
  • @amineitji made their first contribution in https://github.com/GiulioRossetti/cdlib/pull/234
  • @Praveer1981 made their first contribution in https://github.com/GiulioRossetti/cdlib/pull/232

Full Changelog: https://github.com/GiulioRossetti/cdlib/compare/v0.3.0...v0.4.0

Files

GiulioRossetti/cdlib-v0.4.0.zip

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Additional details

Related works

Is supplement to
Software: https://github.com/GiulioRossetti/cdlib/tree/v0.4.0 (URL)