Complex Networks Python Packages

networkx

Network Analysis in Python

igraph

Python interface for igraph

pygraphviz

Python interface to Graphviz graph drawing package

python-igraph

Python interface for igraph

networkit

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

libcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

pylibcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

python-graphblas

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

graphblas-algorithms

Graph algorithms written in GraphBLAS

dynetx

Dynamic Network Analysis library

graphriccicurvature

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

cdlib

Community Discovery Library

demon

DEMON: a local-first discovery method for overlapping communities.

eva-lcd

Eva: Community Discovery for Labeled Graphs (networkx implementation)

pylibcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

libcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

lucas-igraph

Python interface for igraph

ndlib

Network Diffusion Library - (for NetworkX and iGraph)

cugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

cugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

py3plex

Py3plex - A multilayer complex network visualization and analysis library in python3

tnfr

Python research framework for coherent patterns on graph-coupled networks: nodal dynamics, structural operators, diagnostics and scoped mathematical studies.

s2generator

A series-symbol (S2) dual-modality data generation mechanism, enabling the unrestricted creation of high-quality time series data paired with corresponding symbolic representations.

lanet-vi

Visualize large networks by k-core, k-dense and d-core decomposition. Python rewrite of the LaNet-vi C++ tool, with CLI and API.