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

libcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

roam-code

Architectural intelligence layer for AI coding agents. Structural graph, architecture governance, multi-agent orchestration, vulnerability mapping. 139 commands, 101 MCP tools, 26 languages, 100% local.

python-graphblas

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

st-link-analysis

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

neug

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

pylibcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

libcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

graphblas-algorithms

Graph algorithms written in GraphBLAS

cugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

xgi

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

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.

grblas

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

semanticembed

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

esa

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

stellargraph

StellarGraph - Machine Learning on Graphs

graphrole

Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)

cugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

ai-automated-pipeline

Autonomous software engineering pipeline for Claude Code: 11 stages, 64 verification rules, 17 codebase intelligence tools, 5 science-backed git analytics. Findings → PRD → verified PR with zero LLM judges.