PyRank

Complex Networks Python Packages

Python packages with the GitHub topic complex-networks. Sorted by relevance, with stars and monthly downloads.
networkx
networkx

Network Analysis in Python

285M 17K 4K
igraph
igraph

Python interface for igraph

2.9M 1K 268
pygraphviz
pygraphviz

Python interface to Graphviz graph drawing package

2.6M 842 224
igraph
python-igraph

Python interface for igraph

493K 1K 268
networkit
networkit

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

84K 866 249
rapidsai
pylibcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

50K 2K 361
rapidsai
libcugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

49K 2K 361
python-graphblas
python-graphblas

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

22K 155 16
GiulioRossetti
dynetx

Dynamic Network Analysis library

21K 114 36
GiulioRossetti
cdlib

Community Discovery Library

12K 426 77
python-graphblas
graphblas-algorithms

Graph algorithms written in GraphBLAS

12K 95 6
GiulioRossetti
demon

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

12K 36 18
rapidsai
libcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

12K 2K 361
GiulioRossetti
eva-lcd

Eva: Community Discovery for Labeled Graphs (networkx implementation)

12K 14 3
rapidsai
pylibcugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

12K 2K 361
GiulioRossetti
ndlib

Network Diffusion Library - (for NetworkX and iGraph)

7K 298 79
saibalmars
graphriccicurvature

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

6K 287 65
rapidsai
cugraph-cu12

cuGraph - RAPIDS Graph Analytics Library

3K 2K 361
fermga
tnfr

Engine for modeling, simulation and measurement of multiscale networks of coherence through structural operators. https://chatgpt.com/g/g-67abc78885a88191b2d67f94fd60dc97-tnfr-resonant-fractal-nature-theory

2K 2 0
lucidrains
complex-valued-transformer

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

2K 92 7
cbueth
infomeasure

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

2K 72 13
wwhenxuan
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.

2K 19 3
rapidsai
cugraph-cu13

cuGraph - RAPIDS Graph Analytics Library

2K 2K 361
SkBlaz
py3plex

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

2K 186 40