NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. Software for complex networks Data structures for graphs, digraphs, …

NetworkX includes debug logging calls using Python’s standard logging mechanism. These can be enabled to help users understand when and how backends are being used.

Introduction # The structure of NetworkX can be seen by the organization of its source code. The package provides classes for graph objects, generators to create standard graphs, IO routines for …

Dec 8, 2025 · Software for Complex Networks # Release: 3.6.1 Date: Dec 08, 2025 NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of …

Backends # NetworkX has the ability to dispatch function calls to optional, separately-installed, third-party backends. NetworkX backends let users experience improved performance and/or additional …

Dec 8, 2025 · To NetworkX Graph Dictionaries Lists Numpy Scipy Pandas Relabeling nodes Relabeling Reading and writing graphs Adjacency List Multiline Adjacency List DOT Edge List GEXF GML …

Functions # Functional interface to graph methods and assorted utilities. Graph #

Gallery # General-purpose and introductory examples for NetworkX. The tutorial introduces conventions and basic graph manipulations.

Apr 4, 2023 · NetworkX 3.1 # Release date: 4 April 2023 Supports Python 3.8, 3.9, 3.10, and 3.11. NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, …

NetworkX (NX) is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. https://networkx.lanl.gov/