benedekrozemberczki / awesome-community-detectionView external linksLinks
A curated list of community detection research papers with implementations.
☆2,425Dec 20, 2025Updated last month
Alternatives and similar repositories for awesome-community-detection
Users that are interested in awesome-community-detection are comparing it to the libraries listed below
Sorting:
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,806Mar 18, 2023Updated 2 years ago
- Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)☆2,277Jul 17, 2024Updated last year
- Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (…☆210Feb 28, 2022Updated 3 years ago
- Implements of community detection algorithms☆365Sep 28, 2018Updated 7 years ago
- A curated list of network embedding techniques.☆2,624Dec 8, 2020Updated 5 years ago
- Deep and conventional community detection related papers, implementations, datasets, and tools.☆554Sep 4, 2025Updated 5 months ago
- A curated list of network embedding techniques.☆34Jul 17, 2020Updated 5 years ago
- A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).☆207Mar 18, 2023Updated 2 years ago
- The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).☆258Nov 6, 2022Updated 3 years ago
- An implementation of "Community Preserving Network Embedding" (AAAI 2017)☆121Nov 6, 2022Updated 3 years ago
- 复杂 网络社区发现算法、评价指标、常用数据集整理☆253May 4, 2020Updated 5 years ago
- Louvain Community Detection☆1,034Mar 16, 2024Updated last year
- Community Discovery Library☆417Dec 23, 2025Updated last month
- Implementation of "Overlapping Community Detection with Graph Neural Networks"☆174Sep 25, 2020Updated 5 years ago
- A curated list of gradient boosting research papers with implementations.☆1,041Jan 5, 2026Updated last month
- A collection of research papers on decision, classification and regression trees with implementations.☆2,460Dec 28, 2025Updated last month
- An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)☆133Nov 6, 2022Updated 3 years ago
- A curated list of data mining papers about fraud detection.☆1,775Jan 5, 2026Updated last month
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆126Nov 6, 2022Updated 3 years ago
- A repository of pretty cool datasets that I collected for network science and machine learning research.☆653Dec 20, 2025Updated last month
- A list of data mining and machine learning papers that I implemented in 2019.☆21Dec 28, 2019Updated 6 years ago
- A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).☆74Sep 19, 2022Updated 3 years ago
- An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".☆20Aug 14, 2022Updated 3 years ago
- Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .☆11Sep 19, 2022Updated 3 years ago
- An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).☆61Aug 14, 2022Updated 3 years ago
- A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).☆71Mar 18, 2023Updated 2 years ago
- A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).☆212Jun 6, 2023Updated 2 years ago
- A generator for unit disk graphs conditioned on concave hull cover.☆10Aug 14, 2022Updated 3 years ago
- A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).☆931Nov 6, 2022Updated 3 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,229Jul 31, 2025Updated 6 months ago
- An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).☆35Sep 19, 2022Updated 3 years ago
- Generate embeddings from large-scale graph-structured data.☆3,415Mar 3, 2024Updated last year
- A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).☆807Nov 6, 2022Updated 3 years ago
- A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).☆84Mar 18, 2023Updated 2 years ago
- StellarGraph - Machine Learning on Graphs☆3,044Apr 10, 2024Updated last year
- A curated list of awesome network analysis resources.☆3,943Jan 12, 2026Updated last month
- Library of graph clustering algorithms☆763Nov 4, 2023Updated 2 years ago
- A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).☆167Nov 6, 2022Updated 3 years ago
- A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).☆82Nov 6, 2022Updated 3 years ago