PyRank

Community Detection Python Packages

Python packages with the GitHub topic community-detection. Sorted by relevance, with stars and monthly downloads.
taynaud
python-louvain

Louvain Community Detection

373K 1K 201
GiulioRossetti
cdlib

Community Discovery Library

12K 426 77
colliery-io
graphqlite

A SQLite extension that adds graph database capabilities with Cypher query language support and built-in graph algorithms.

12K 380 26
benedekrozemberczki
karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

9K 2K 256
saibalmars
graphriccicurvature

A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.

6K 287 65
velicast
dress-graph

DRESS: A Continuous Framework for Structural Graph Refinement

5K 4 0
oliveira-sh
pymocd

A Multi-objective community detection library written in Rust exposed to python through PyO3

4K 21 4
ImperialCollegeLondon
pygenstability

PyGenStability: Multiscale community detection with generalized Markov Stability

3K 47 13
arclabs561
cohera

Sheaf theory and community detection

2K 1 0
GiulioRossetti
nf1

A novel approach to evaluate community detection algorithms on ground truth

1K 20 9
shobrook
communities

Library of graph clustering algorithms

991 762 108
JeanBaissari
baissarienterprises-llm-wiki

A production-grade knowledge base operating system — AI agents compile raw sources into persistent, cross-linked Markdown wikis with concurrency control, multi-provider LLM integration, FTS5 search, and community detection. One repo. Any agent. Any machine.

950 0 0
VieClus
vieclus

Vienna Graph Clustering

807 18 3
SINr-Embeddings
sinr

Build word and graph embeddings based on community detection in graphs.

437 23 3
Ryan-Reese
visualisemarkovcommunities

a Python Package simplifying the Visualisation of Markov Communities within proteins using PyMOL

341 2 0
Avi-141
weft-graph

Local-first knowledge graph for browser tabs. Louvain clustering, PageRank, MCP server for AI assistants, Chrome extension, CLI. 100% private.

335 9 1
Bright-L01
iflow-mcp-brightliu-networkx-mcp-server

NetworkX MCP Server - Graph analysis in your AI conversations

309 20 5
Bright-L01
networkx-mcp-server

NetworkX MCP Server with Security Fortress - Enterprise-grade secure graph analysis with AI-powered threat detection

309 20 5
rpritr
cd-benchmark

Community Detection Benchmark: NetworkX/igraph/CDlib

251 3 1
pankajr141
comdet

comdet is used to detect community among graph nodes. Its based on lovain method

236 0 1
kpzhang
pydcd

PyDCD: A Deep Learning-Based Community Detection Software in Python for Large-scale Networks

234 13 3
asshatter
community-detect

Community detection using attribute and structural similarities.

232 14 6
GiulioRossetti
rdyn

RDyn: graph benchmark handling community dynamics

167 23 7
willleeney
ugle

Python Framework for An Investigation into Unsupervised GNN Learning Environments

159 7 1