Network Science Python Packages

karateclub

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

xgi

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

torch-geometric-temporal

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

netgraph

Publication-quality network visualisations in python

dress-graph

DRESS: A Continuous Framework for Structural Graph Refinement

network-diffusion

Python package for simulating spreading phenomena in complex networks

py3plex

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

hypergraphx

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

fast-tmfg

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

cpiextract

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

sinr

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

quantlaw

Coding utilities for quantitative legal studies

littleballoffur

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

tailestim

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

netmedpy

A Python package for network medicine analysis

sir-epidemic-simulator-milad

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

sir-epidemic

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

netsci

Analyzing Complex Networks with Python

basic-influence-roles

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

nx-hif

Higher-order networks for NetworkX using HIF

hypersis

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

rdyn

Graph benchmark handling community dynamics

tiles

TILES: an algorithm for community discovery in dynamic social networks

dcss

Utilities for the book Doing Computational Social Science