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benedekrozemberczki/awesome-community-detection

Python

A curated list of community detection research papers with implementations.

graph-clusteringnetwork-clusteringclusteringdimensionality-reductionfactorizationembeddingdeep-learningmatrix-factorizationigraphnetworkxbigclamnetwork-science
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janv. 2023mars 2024mai 2025juil. 2026
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README

Awesome Community Detection Research Papers

Awesome PRs Welcome repo size License benedekrozemberczki

A collection of community detection research papers.

Similar collections about graph classification, classification/regression tree, fraud detection, and gradient boosting papers with implementations.

Table of Contents

  1. Matrix Factorization
  2. Deep Learning
  3. Label Propagation, Percolation and Random Walks
  4. Tensor Decomposition
  5. Spectral Methods
  6. Temporal Methods
  7. Cyclic Patterns
  8. Centrality and Cuts
  9. Physics Inspired
  10. Block Models
  11. Hypergraphs
  12. Others
  13. Libraries

License

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