Top 11 Python graph-theory Projects

NetworkX

61 14,178 9.6 Python

Network Analysis in Python

Project mention: Routes to LANL from 186 sites on the Internet | news.ycombinator.com | 2024-03-04

Built from this data... https://github.com/networkx/networkx/blob/main/examples/grap...

python-igraph

1 1,232 9.1 Python

Python interface for igraph
InfluxDB

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awspx

1 865 10.0 Python

A graph-based tool for visualizing effective access and resource relationships in AWS environments.

Project mention: Open-source IAM Access Visualizer | /r/devops | 2023-05-19

Looks similar to awspx. Always good to have more visualisation tools

dash-cytoscape

1 571 9.3 Python

Interactive network visualization in Python and Dash, powered by Cytoscape.js
five-letter-words

2 77 0.0 Python

Experiments with Knuth's 5,757 five letter words.
grand

2 75 2.8 Python

Your favorite Python graph libraries, scalable and interoperable. Graph databases in memory, and familiar graph APIs for cloud databases.

Project mention: Show HN: In-memory graph "database" with NetworkX and openCypher | news.ycombinator.com | 2023-10-30

Cypher is a super useful language for querying graph structures, but sometimes it's overkill to load a tiny graph into Neo4j or memgraph. We wrote this tool to act as an abstraction layer so you can query in-memory graph data -- or, using [Grand](https://github.com/aplbrain/grand), rewrite Cypher queries to run on SQLite dbs or even other graph databases that don't support Cypher out of the box. Hoping it'll be helpful to those in the network theory, graph ML, and data science communities!

graphblas-algorithms

3 62 5.7 Python

Graph algorithms written in GraphBLAS
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
adsimulator

2 28 0.0 Python

A realistic simulator of Active Directory domains
BisPy

1 12 0.0 Python

BisPy - Python bisimulation library
ygo-small-world

3 7 8.4 Python

A bridge finder for the card 'Small World' in the card game 'Yu-Gi-Oh!'.
netSALT

1 5 3.9 Python

Simulation of lasing networks with quantum graphs and SALT theory.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python graph-theory related posts

Routes to LANL from 186 sites on the Internet
1 project | news.ycombinator.com | 4 Mar 2024
NetworkX – Network Analysis in Python
1 project | /r/patient_hackernews | 9 Dec 2023
NetworkX – Network Analysis in Python
1 project | /r/hackernews | 9 Dec 2023
NetworkX – Network Analysis in Python
1 project | /r/hypeurls | 8 Dec 2023
Custom libraries and utility tools for challenges
1 project | /r/adventofcode | 5 Dec 2023
GitHub - Qiskit/rustworkx: A high performance Python graph library implemented in Rust.
1 project | /r/Python | 26 Sep 2023
rustworkx: A High-Performance Graph Library for Python
1 project | news.ycombinator.com | 22 Aug 2023
A note from our sponsor - WorkOS
workos.com | 26 Apr 2024

The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

Index

What are some of the best open-source graph-theory projects in Python? This list will help you:

	Project	Stars
1	NetworkX	14,178
2	python-igraph	1,232
3	awspx	865
4	dash-cytoscape	571
5	five-letter-words	77
6	grand	75
7	graphblas-algorithms	62
8	adsimulator	28
9	BisPy	12
10	ygo-small-world	7
11	netSALT	5