Community Detection Python Packages

python-louvain

Louvain Community Detection

373K 1K 201

cdlib

Community Discovery Library

12K 426 77

graphqlite

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

12K 380 26

karateclub

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

9K 2K 256

graphriccicurvature

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

6K 287 65

dress-graph

DRESS: A Continuous Framework for Structural Graph Refinement

5K 4 0

pymocd

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

4K 21 4

pygenstability

PyGenStability: Multiscale community detection with generalized Markov Stability

3K 47 13

cohera

Sheaf theory and community detection

2K 1 0

nf1

A novel approach to evaluate community detection algorithms on ground truth

1K 20 9

communities

Library of graph clustering algorithms

991 762 108

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

Vienna Graph Clustering

807 18 3

sinr

The SINr approach to train interpretable word and graph embeddings

437 23 3

visualisemarkovcommunities

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

341 2 0

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

iflow-mcp-brightliu-networkx-mcp-server

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

309 20 5

networkx-mcp-server

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

309 20 5

cd-benchmark

A Python project for analyzing network structures and detecting communities using various algorithms such as Louvain, Leiden, Infomap, and others. The project supports both directed and undirected graphs, computes network statistics, detects communities, and exports comparative evaluation results.

251 3 1