PyRank

Graph Analysis Python Packages

Python packages with the GitHub topic graph-analysis. Sorted by relevance, with stars and monthly downloads.
networkx
networkx

Network Analysis in Python

285M 17K 4K
graphframes
graphframes

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

2.9M 1K 267
graphframes
graphframes-py

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

1M 1K 267
networkit
networkit

NetworKit is a growing open-source toolkit for large-scale network analysis.

84K 866 249
rapidsai
pylibcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

50K 2K 361
rapidsai
libcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

49K 2K 361
python-graphblas
python-graphblas

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

22K 155 16
alibaba
neug

High-performance embedded graph database for analytics and real-time transactions

13K 119 27
python-graphblas
graphblas-algorithms

Graph algorithms written in GraphBLAS

12K 95 6
rapidsai
libcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

12K 2K 361
rapidsai
pylibcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

12K 2K 361
AlrasheedA
st-link-analysis

A custom Streamlit component for link analysis, built with Cytoscape.js and Streamlit.

9K 132 22
Cranot
roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MCP tools, change-safety gates, audit evidence, zero API keys.

9K 494 48
coseto6125
egent-code-plexus

A high-performance code intelligence graph for LLMs and AI agents. Sub-second structural queries, impact analysis, and cross-repo API contracts for autonomous coding workflows.

8K 4 1
xgi-org
xgi

CompleX Group Interactions (XGI) is a Python package for higher-order networks.

6K 253 47
saibalmars
graphriccicurvature

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

6K 287 65
graphframes
graphframes-latest

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

5K 1K 267
rapidsai
cugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

3K 2K 361
mzy2240
esa

Easy SimAuto (ESA): An easy-to-use Power System Analysis Automation Environment atop PowerWorld Simulator Automation Server (SimAuto)

2K 53 16
stellargraph
stellargraph

StellarGraph - Machine Learning on Graphs

2K 3K 442
rapidsai
cugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

2K 2K 361
jmurray10
semanticembed

6D structural risk analysis for directed graphs: find SPOFs and cascade risks in AI-agent pipelines, microservices, and CI/CD from topology alone. Source-available, free tier, no signup. Sub-millisecond.

1K 2 0
metagraph-dev
grblas

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

985 155 16
michael-borck
diagram-analyser

Parses diagrams (Mermaid, PlantUML, Graphviz, drawio, or images) as graphs to extract structural properties like nodes, edges, cycles, and orphans for design analysis.

979 0 0