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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

252.2M 17K 4K
graphframes
graphframes

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

3.2M 1K 268
graphframes
graphframes-py

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

2.2M 1K 268
networkit
networkit

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

100K 858 246
rapidsai
pylibcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

37K 2K 353
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.

28K 461 44
rapidsai
libcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

22K 2K 353
python-graphblas
python-graphblas

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

18K 155 16
rapidsai
pylibcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

11K 2K 353
rapidsai
libcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

11K 2K 353
xgi-org
xgi

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

10K 248 47
AlrasheedA
st-link-analysis

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

10K 130 22
python-graphblas
graphblas-algorithms

Graph algorithms written in GraphBLAS

9K 95 6
alibaba
neug

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

6K 94 24
graphframes
graphframes-latest

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

6K 1K 268
saibalmars
graphriccicurvature

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

5K 283 64
rapidsai
cugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

5K 2K 353
mzy2240
esa

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

3K 53 16
isaacc2
privmap

Open source privelage escalation graph tool for Linux

3K 1 0
jmurray10
semanticembed

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

3K 1 0
stellargraph
stellargraph

StellarGraph - Machine Learning on Graphs

2K 3K 440
metagraph-dev
grblas

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

2K 155 16
pykale
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!

890 481 73
rapidsai
cugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

853 2K 353
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