Complex Networks Python Packages

networkx

Network Analysis in Python

igraph

Python interface for igraph

python-igraph

Python interface for igraph

pygraphviz

Python interface to Graphviz graph drawing package

networkit

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

pylibcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

dynetx

Dynamic Network Analysis library

libcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

python-graphblas

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

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

graphblas-algorithms

Graph algorithms written in GraphBLAS

ndlib

Network Diffusion Library - (for NetworkX and iGraph)

graphriccicurvature

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

cugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

infomeasure

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

py3plex

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

reticula

Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.

grblas

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

sorn

PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

complex-valued-transformer

Implementation of the transformer proposed in "Building Blocks for a Complex-Valued Transformer Architecture"