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The Top 23 Python Community Detection Open Source Projects

Open source projects categorized as Python Community Detection
Categories > Community Detection
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
most recent commit 4 months ago
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107most recent commit 9 months agopypi karateclub} Downloads
Python Louvain ⭐ 892
Louvain Community Detection
dependent packages 91total releases 16most recent commit 4 months agopypi python-louvain} Downloads
Clustergcn ⭐ 691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
most recent commit 2 years ago
Communities ⭐ 654
Library of community detection algorithms and visualization tools
total releases 11most recent commit 6 months ago
Leidenalg ⭐ 509
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
dependent packages 143total releases 15most recent commit 4 months agopypi leidenalg} Downloads
Cdlib ⭐ 323
Community Discovery Library
dependent packages 4total releases 19most recent commit 8 months agopypi cdlib} Downloads
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit 2 years ago
Communitydetection ⭐ 223
Implements of community detection algorithms
most recent commit 6 years ago
Splitter ⭐ 203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit a year ago
Graphriccicurvature ⭐ 192
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
dependent packages 3total releases 19most recent commit 9 months agopypi GraphRicciCurvature} Downloads
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Community ⭐ 141
A Python implementation of Girvan-Newman algorithm
most recent commit a year ago
Edmot ⭐ 122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
most recent commit 2 years ago
M Nmf ⭐ 119
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
most recent commit 2 years ago
Labelpropagation ⭐ 101
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
most recent commit 2 years ago
Teneto ⭐ 78
Temporal Network Tools
dependent packages 2total releases 24most recent commit 6 months agopypi teneto} Downloads
Egosplitting ⭐ 77
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
most recent commit a year ago
Gitmodel ⭐ 59
machine code+i git matrix + user
most recent commit 10 months ago
Twitterldatopicmodeling ⭐ 58
Uses topic modeling to identify context between follower relationships of Twitter users
most recent commit 5 months ago
Vgraph ⭐ 43
Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (Neurips 2019)
most recent commit 6 months ago
Appliedmathschoollectures ⭐ 28
Lectures on "crime and political corruption analysis using data mining, machine learning and complex networks" at the School of Applied Mathematics in the Institute of Mathematics and Computer Science at University of São Paulo
most recent commit 5 years ago
Gnn4cd ⭐ 27
Supervised community detection with line graph neural networks
most recent commit 4 years ago
The 6 Most Depended On Python Community Detection Open Source Projects
Leidenalg ⭐ 509
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
dependent packages 143total releases 15latest release July 20, 2023most recent commit 4 months agopypi leidenalg} Downloads
Python Louvain ⭐ 892
Louvain Community Detection
dependent packages 91total releases 16latest release January 29, 2022most recent commit 4 months agopypi python-louvain} Downloads
Cdlib ⭐ 323
Community Discovery Library
dependent packages 4total releases 19latest release March 08, 2022most recent commit 8 months agopypi cdlib} Downloads
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 9 months agopypi karateclub} Downloads
Graphriccicurvature ⭐ 192
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
dependent packages 3total releases 19latest release June 03, 2022most recent commit 9 months agopypi GraphRicciCurvature} Downloads
Teneto ⭐ 78
Temporal Network Tools
dependent packages 2total releases 24latest release February 17, 2021most recent commit 6 months agopypi teneto} Downloads
The 10 Latest Releases In Python Community Detection Open Source Projects
Pygenstability ⭐ 26
PyGenStability: Multiscale community detection with generalized Markov Stability
total releases 7latest release November 06, 2023most recent commit 5 months ago
Leidenalg ⭐ 509
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
dependent packages 143total releases 15latest release July 20, 2023most recent commit 4 months agopypi leidenalg} Downloads
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 9 months agopypi karateclub} Downloads
Graphriccicurvature ⭐ 192
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
dependent packages 3total releases 19latest release June 03, 2022most recent commit 9 months agopypi GraphRicciCurvature} Downloads
Cdlib ⭐ 323
Community Discovery Library
dependent packages 4total releases 19latest release March 08, 2022most recent commit 8 months agopypi cdlib} Downloads
Python Louvain ⭐ 892
Louvain Community Detection
dependent packages 91total releases 16latest release January 29, 2022most recent commit 4 months agopypi python-louvain} Downloads
Teneto ⭐ 78
Temporal Network Tools
dependent packages 2total releases 24latest release February 17, 2021most recent commit 6 months agopypi teneto} Downloads
Communities ⭐ 654
Library of community detection algorithms and visualization tools
total releases 11latest release February 14, 2021most recent commit 6 months ago
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