Graph Analysis Python Packages

networkx

Network Analysis in Python

graphframes

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

graphframes-py

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

networkit

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

pylibcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

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.

libcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

python-graphblas

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

pylibcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

libcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

xgi

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

st-link-analysis

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

graphblas-algorithms

Graph algorithms written in GraphBLAS

neug

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

graphframes-latest

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

graphriccicurvature

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

cugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

esa

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

privmap

Open source privelage escalation graph tool for Linux

semanticembed

6D structural risk analysis for directed graphs — AI agent pipelines, microservices, CI/CD. Sub-millisecond. Patent pending.

stellargraph

StellarGraph - Machine Learning on Graphs

grblas

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

pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

cugraph-cu13

cuGraph - RAPIDS Graph Analytics Library