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https://github.com/benedekrozemberczki/awesome-community-detection
A curated list of community detection research papers with implementations.
https://github.com/benedekrozemberczki/awesome-community-detection
List: awesome-community-detection
bigclam clustering community-detection data-science deep-learning deepwalk dimensionality-reduction embedding factorization graph-clustering igraph machine-learning matrix-factorization network-analysis network-clustering network-science networkx node2vec social-network unsupervised-learning
Last synced: about 1 month ago
JSON representation
A curated list of community detection research papers with implementations.
- Host: GitHub
- URL: https://github.com/benedekrozemberczki/awesome-community-detection
- Owner: benedekrozemberczki
- License: cc0-1.0
- Created: 2018-10-10T15:17:30.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2024-03-16T21:14:46.000Z (3 months ago)
- Last Synced: 2024-05-07T01:04:26.545Z (about 1 month ago)
- Topics: bigclam, clustering, community-detection, data-science, deep-learning, deepwalk, dimensionality-reduction, embedding, factorization, graph-clustering, igraph, machine-learning, matrix-factorization, network-analysis, network-clustering, network-science, networkx, node2vec, social-network, unsupervised-learning
- Language: Python
- Homepage:
- Size: 2.21 MB
- Stars: 2,269
- Watchers: 109
- Forks: 360
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- Contributing: contributing.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: code-of-conduct.md
Lists
- more-awesome - Community Detection - Community detection research papers with implementations. (To Sort)
- lists - awesome-community-detection
- awesome-awesome - awesome-community-detection - A curated list of community detection techniques. (Other)
- awesome-stars - benedekrozemberczki/awesome-community-detection - A curated list of community detection research papers with implementations. (Python)
- awesome-awesomes - Awesome Community Detection - A curated list of community detection papers with implementations. (MachineLearning / PHP)
- awesome-artificial-intelligence - Awesome Community Detection - Clustering graph structured data (Learning)
- awesome-datascience - Awesome Community Detection
- awesome-network-analysis - Awesome community detection - Comprehensive list of community detection papers with title, authors, link to the paper and reference implementation. (Varia / Tutorials)
- collection - awesome-community-detection
- data-engineering-collection - awesome-community-detection
- awesome-awesomeness - Community Detection
- awesome-stars - benedekrozemberczki/awesome-community-detection - A curated list of community detection research papers with implementations. (Python)
- awesomelist - awesome-community-detection
- awesome-artificial-intelligence - Awesome Community Detection - Clustering graph structured data (Learning)
- awesome-awesome-Semi-supervised-clustering - **[List - community-detection?style=social) (Uncategorized / Uncategorized)
- awesome-ai - awesome-community-detection
- Awesome-Paper-List - Community Detection
- awesome-ai-list-guide - awesome-community-detection
- awesome-lists-Technology-Related - Community Detection
- awesome-machine-learning-resources - **[List - community-detection?style=social) (Table of Contents)
- awesome-awesome - awesome-community-detection - A curated list of community detection techniques. (Other)
- Machine-Learning -
- awesome-stars - benedekrozemberczki/awesome-community-detection - A curated list of community detection research papers with implementations. (Python)
- awesome-bigdata - awesome-community-detection
- fucking-lists - awesome-community-detection
- awesome-network-analysis - Awesome community detection - Comprehensive list of community detection papers with title, authors, link to the paper and reference implementation. (Varia / Tutorials)
- awesome-bigdata - awesome-community-detection
- Data-Science-academic---awesome-datascience - Awesome Community Detection
- awesome - awesome-community-detection - A curated list of community detection research papers with implementations. (Python)
- awesome-bigdata - awesome-community-detection
- awesome-lists-Definative-Lists - awesome-community-detection
- awesome-awesomeness - Community Detection
- -awesome-artificial-intelligence - Awesome Community Detection - Clustering graph structured data (Learning)
- A-curated-list-of-awesome-big-data-frameworks-ressources-and-other-awesomeness.- - awesome-community-detection
- awesome-datascience - Awesome Community Detection
- awesome-computational-social-science - Awesome Community Detection
- aaa-md-awesomeness-collect - Community Detection
- awesome-graph-processing - Awesome Community Detection
- awesome-awesome-list - awesome-community-detection - A curated list of community detection techniques. (Other)
- awesome-artificial-intelligence - Awesome Community Detection - Clustering graph structured data (Learning)
- awesome-datascience - Awesome Community Detection
- awesome-lists-asesome-2 - awesome-community-detection - A curated list of community detection techniques. (Other)
- awesome-teaching-about-networks - Awesome Community Detection
- awesome-bigdata - awesome-community-detection
- awesome-artificial-intelligence-research - Community Detection
README
# Awesome Community Detection Research Papers
[](https://github.com/sindresorhus/awesome)
[](http://makeapullrequest.com)
[](https://github.com/benedekrozemberczki/awesome-community-detection/archive/master.zip)
 [](https://twitter.com/intent/follow?screen_name=benrozemberczki)
A collection of community detection papers.
Similar collections about [graph classification](https://github.com/benedekrozemberczki/awesome-graph-classification), [classification/regression tree](https://github.com/benedekrozemberczki/awesome-decision-tree-papers), [fraud detection](https://github.com/benedekrozemberczki/awesome-fraud-detection-papers), and [gradient boosting](https://github.com/benedekrozemberczki/awesome-gradient-boosting-papers) papers with implementations.
## Table of Contents
1. [Matrix Factorization](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/factorization.md)
2. [Deep Learning](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/deep_learning.md)
3. [Label Propagation, Percolation and Random Walks](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/label_propagation.md)
4. [Tensor Decomposition](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/tensor_decomposition.md)
5. [Spectral Methods](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/spectral.md)
6. [Temporal Methods](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/temporal.md)
7. [Cyclic Patterns](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/cyclic.md)
8. [Centrality and Cuts](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/centrality.md)
9. [Physics Inspired](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/physics.md)
10. [Block Models](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/blockmodels.md)
11. [Hypergraphs](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/hyper_graphs.md)
12. [Others](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/others.md)
13. [Libraries](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/chapters/libraries.md)
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**License**
- [CC0 Universal](https://github.com/benedekrozemberczki/awesome-community-detection/blob/master/LICENSE)