Complex Networks Python Packages

networkx

Network Analysis in Python

246.3M 17K 4K

igraph

Python interface for igraph

2.6M 1K 266

python-igraph

Python interface for igraph

474K 1K 266

pygraphviz

Python interface to Graphviz graph drawing package

387K 841 225

networkit

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

100K 852 244

pylibcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

36K 2K 351

libcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

23K 2K 351

dynetx

Dynamic Network Analysis library

22K 114 36

python-graphblas

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

17K 155 16

cdlib

Community Discovery Library

16K 423 76

demon

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

15K 36 19

eva-lcd

Eva: Community Discovery for Labeled Graphs (networkx implementation)

15K 14 3

pylibcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

8K 2K 351

graphblas-algorithms

Graph algorithms written in GraphBLAS

8K 93 6

libcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

8K 2K 351

cugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

7K 2K 351

ndlib

Network Diffusion Library - (for NetworkX and iGraph)

6K 296 79

graphriccicurvature

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

5K 282 64

grblas

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

4K 155 16

py3plex

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

3K 182 39

reticula

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

2K 25 1

sorn

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

2K 39 3

lucas-igraph

Python interface for igraph

2K 1K 266

cvnn

Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end

1K 194 37