networkx

Python package for creating and manipulating graphs and networks

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Project description

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NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.

Website (including documentation): https://networkx.org
Mailing list: https://groups.google.com/forum/#!forum/networkx-discuss
Source: https://github.com/networkx/networkx
Bug reports: https://github.com/networkx/networkx/issues
Report a security vulnerability: https://tidelift.com/security
Tutorial: https://networkx.org/documentation/latest/tutorial.html
GitHub Discussions: https://github.com/networkx/networkx/discussions
Discord (Scientific Python) invite link: https://discord.com/invite/vur45CbwMz
NetworkX meetings calendar (open to all): https://scientific-python.org/calendars/networkx.ics

Simple example

Find the shortest path between two nodes in an undirected graph:

>>> import networkx as nx
>>> G = nx.Graph()
>>> G.add_edge("A", "B", weight=4)
>>> G.add_edge("B", "D", weight=2)
>>> G.add_edge("A", "C", weight=3)
>>> G.add_edge("C", "D", weight=4)
>>> nx.shortest_path(G, "A", "D", weight="weight")
['A', 'B', 'D']

Install

Install the latest released version of NetworkX:

$ pip install networkx

Install with all optional dependencies:

$ pip install networkx[default]

For additional details, please see the installation guide.

Bugs

Please report any bugs that you find here. Or, even better, fork the repository on GitHub and create a pull request (PR). We welcome all changes, big or small, and we will help you make the PR if you are new to git (just ask on the issue and/or see the contributor guide).

License

Released under the 3-clause BSD license:

Copyright (c) 2004-2025, NetworkX Developers
Aric Hagberg <[email protected]>
Dan Schult <[email protected]>
Pieter Swart <[email protected]>

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This version

3.6.1

Dec 8, 2025

3.6

Nov 24, 2025

3.6rc0 pre-release

Nov 4, 2025

3.5

May 29, 2025

3.5rc0 pre-release

May 9, 2025

3.4.2

Oct 21, 2024

3.4.1

Oct 11, 2024

3.4

Oct 10, 2024

3.4rc0 pre-release

Oct 6, 2024

3.3

Apr 6, 2024

3.3rc0 pre-release

Mar 22, 2024

3.2.1

Oct 28, 2023

3.2

Oct 19, 2023

3.2rc0 pre-release

Oct 11, 2023

3.1

Apr 4, 2023

3.1rc0 pre-release

Mar 30, 2023

3.0

Jan 8, 2023

3.0rc1 pre-release

Nov 11, 2022

3.0b1 pre-release

Oct 12, 2022

2.8.8

Nov 1, 2022

2.8.7

Oct 1, 2022

2.8.6

Aug 22, 2022

2.8.5

Jul 18, 2022

2.8.4

Jun 14, 2022

2.8.3

Jun 4, 2022

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May 21, 2022

2.8.1

May 18, 2022

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2.8

Apr 9, 2022

2.8rc1 pre-release

Apr 5, 2022

2.7.1

Mar 5, 2022

2.7

Feb 28, 2022

2.7rc1 pre-release

Feb 19, 2022

2.6.3

Sep 9, 2021

2.6.2

Jul 27, 2021

2.6.1 yanked

Jul 8, 2021

Reason this release was yanked:

Need to resolve: https://github.com/networkx/networkx/pull/4967

2.6 yanked

Jul 8, 2021

Reason this release was yanked:

Need to resolve: https://github.com/networkx/networkx/pull/4967

2.6rc2 pre-release

Jun 23, 2021

2.6rc1 pre-release

May 31, 2021

2.5.1

Apr 3, 2021

2.5

Aug 22, 2020

2.5rc1 pre-release

Aug 16, 2020

2.4

Oct 17, 2019

2.4rc2 pre-release

Oct 16, 2019

2.4rc1 pre-release

Oct 13, 2019

2.3

Apr 11, 2019

2.3rc4 pre-release

Apr 11, 2019

2.3rc3 pre-release

Apr 4, 2019

2.2

Sep 19, 2018

2.2rc1 pre-release

Sep 11, 2018

2.1

Jan 22, 2018

2.0

Sep 20, 2017

1.11

Jan 30, 2016

1.11rc2 pre-release

Jan 16, 2016

1.11rc1 pre-release

Dec 26, 2015

1.10

Aug 2, 2015

1.10rc2 pre-release

Jun 27, 2015

1.9.1

Sep 20, 2014

1.9

Jun 21, 2014

1.9rc1 pre-release

Jun 6, 2014

1.8.1

Aug 4, 2013

1.8

Jul 28, 2013

1.8rc1 pre-release

Jul 22, 2013

1.7

Jul 4, 2012

1.7rc1 pre-release

Jun 12, 2012

1.6

Nov 22, 2011

1.6rc1 pre-release

Nov 15, 2011

1.5

Jun 4, 2011

1.5rc1 pre-release

May 21, 2011

1.4

Jan 23, 2011

1.4rc1 pre-release

Jan 17, 2011

1.3

Aug 29, 2010

1.3rc1 pre-release

Aug 21, 2010

1.2

Aug 1, 2010

1.2rc1 pre-release

Jul 24, 2010

1.1

Apr 22, 2010

1.0.1

Jan 11, 2010

1.0

Jan 8, 2010

1.0rc1 pre-release

Aug 16, 2009

0.99

Nov 18, 2008

0.37

Aug 17, 2008

0.36

Jan 13, 2008

0.35.1

Jul 27, 2007

0.35

Jul 23, 2007

0.34

Apr 13, 2007

0.33

Nov 28, 2006

0.32

Sep 30, 2006

0.31

Jul 21, 2006

0.30

Jun 24, 2006

0.29

Apr 30, 2006

0.28

Mar 13, 2006

0.27

Feb 6, 2006

0.26

Jan 6, 2006

0.25

Dec 6, 2005

0.24

Aug 21, 2005

0.23

Aug 5, 2005

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