Karate Club

Karate Club offers algorithms for unsupervised learning on graph data in Python.

github.com/benedekrozemberczki/karateclub
Karate Club homepage screenshot

About Karate Club

Karate Club is an open-source Python framework for unsupervised learning on graph-structured data. It works as an extension library for NetworkX. A typical use loads a NetworkX graph, fits a model such as EgoNetSplitter, and reads cluster memberships with get_memberships.

Pricing is not clearly stated.

Key features

  • Network embedding techniques at the node and graph level
  • Overlapping community detection methods
  • Non-overlapping community detection methods
  • Graph classification datasets available at SNAP, TUD Graph Kernel Datasets, and GraphLearning.io
Best for: Small-scale graph mining research

Karate Club at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Details verified
Oct 22, 2026 · Official source
Open source
Yes · Source code
Language
English
Last checked
Oct 5, 2026 · Online when checked
Listed
Oct 5, 2026

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