Reference

cdlib composes of several modules, each one fulfilling a different task related to community detection.

• Community Objects
  • Node Clustering
  • Fuzzy Node Clustering
  • Attributed Node Clustering
  • Biparite Node Clustering
  • Edge Clustering
  • Temporal Clustering
  • Using Clustering objects with your own algorithm
• Community Discovery algorithms
  • Static Community Discovery
  • Dynamic Community Discovery
  • Ensemble Methods
  • Summary
• Evaluation and Benchmarking
  • Internal Evaluation: Fitness scores
  • External Evaluation: Partition Comparisons
  • Synthetic Benchmarks
  • Networks With Annotated Communities
  • Ranking Algorithms
• Visual Analytics
  • Network Visualization
  • Analytics plots
• Input-Output
  • CSV format
  • JSON format
• Utilities
  • Graph Transformation
  • Identifier mapping