Network Science Python Packages

karateclub

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

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

xgi

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

network-diffusion

Python package for simulating spreading phenomena in complex networks

py3plex

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

cpiextract

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

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).

quantlaw

Coding utilities for quantitative legal studies

sinr

The SINr approach to train interpretable word and graph embeddings

tailestim

A Python package for estimating tail parameters of heavy-tailed distributions, which is useful for analyzing power-law behavior in complex networks.

littleballoffur

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

netmedpy

A Python package for network medicine analysis

nx-hif

NetworkX backend for the HIF standard

hypersis

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

random-walk-controversy

A parallel algorithm to compute the Random Walk Controversy score of a network.

netsci

Analyzing Complex Networks with Python

rdyn

RDyn: graph benchmark handling community dynamics

tiles

TILES: an algorithm for community discovery in dynamic social networks

basic-influence-roles

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

dcss

Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).

cosasi

COntagion Simulation And Source Identification: a Python package for graph diffusion source inference