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Network Science Python Packages

Python packages with the GitHub topic network-science. Sorted by relevance, with stars and monthly downloads.
benedekrozemberczki
karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

12K 2K 256
xgi-org
xgi

CompleX Group Interactions (XGI) is a Python package for higher-order networks.

10K 248 47
benedekrozemberczki
torch-geometric-temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

10K 3K 406
paulbrodersen
netgraph

Publication-quality network visualisations in python

8K 742 43
velicast
dress-graph

DRESS: A Continuous Framework for Structural Graph Refinement

5K 4 0
anty-filidor
network-diffusion

Python package for simulating spreading phenomena in complex networks

4K 27 6
SkBlaz
py3plex

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

2K 182 40
HGX-Team
hypergraphx

HGX is a multi-purpose, open-source Python library for higher-order network analysis

2K 321 35
FinancialComputingUCL
fast-tmfg

This repository contains an ulta-fast Python implementation of the Triangulated Maximally filtered Graph (TMFG).

1K 14 5
menicgiulia
cpiextract

CPIExtract is a software package to collect and harmonize small molecule and protein interactions with support for stereoisomer matching.

841 11 2
SINr-Embeddings
sinr

Build word and graph embeddings based on community detection in graphs.

780 23 3
quantlaw
quantlaw

Coding utilities for quantitative legal studies

692 14 1
benedekrozemberczki
littleballoffur

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

650 714 54
mu373
tailestim

Estimate tail parameters of heavy-tailed distributions (including power law exponent gamma) in Python

606 2 0
menicgiulia
netmedpy

A Python package for network medicine analysis

508 25 1
miladrezanezhad
sir-epidemic-simulator-milad

SIR/SEIR epidemic simulator with network spread, ML forecasting, and scenario comparison

370 3 0
miladrezanezhad
sir-epidemic

SIR/SEIR epidemic simulator with network spread, ML forecasting, and scenario comparison

367 3 0
gialdetti
netsci

Analyzing Complex Networks with Python

339 11 0
davidemiceli
basic-influence-roles

Detect and measure the Basic Influence Role each node plays in a Directed Network.

321 0 0
colltoaction
nx-hif

Higher-order networks for NetworkX using HIF

317 0 1
gisc-ufv
hypersis

Optimized Gillespie Algorithms (OGA) for spreading processes on higher-order networks

290 7 0
GiulioRossetti
rdyn

Graph benchmark handling community dynamics

251 23 7
GiulioRossetti
tiles

TILES: an algorithm for community discovery in dynamic social networks

242 62 20
UWNETLAB
dcss

Utilities for the book Doing Computational Social Science

213 24 10
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