API Guide

cdlib comprises several modules, each 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
• Static Community Discovery
  • Node Clustering
  • Edge Clustering
  • Ensemble Methods
• Dynamic Community Discovery
  • Instant Optimal
  • Temporal Trade-Off
• Community Events and LifeCycle
  • LifeCycle Object
  • Clustering with Explicit LifeCycle
  • Clustering without Explicit LifeCycle
  • Analyzing Events and Flows
  • Visualizing Events and Flows
  • Validating Flows
• Evaluation and Benchmarking
  • Internal Evaluation: Fitness scores
  • External Evaluation: Partition Comparisons
  • Synthetic Benchmarks
  • Networks With Annotated Communities
• Validate CD Algorithms Rankings
  • Ranking by Fitness Scores
  • Ranking by Clustering Similarity
• Visual Analytics
  • Network Visualization
  • Analytics plots
  • Dynamic Community Events plots
• Input-Output
  • Community I/O
  • Community Events I/O
• Utilities
  • Graph Transformation
  • Identifier mapping