briatte/awesome-network-analysis

A curated list of awesome network analysis resources.

Language: R - Size: 1.35 MB - Last synced: about 14 hours ago - Pushed: 26 days ago - Stars: 3,390 - Forks: 598

benedekrozemberczki/awesome-community-detection

A curated list of community detection research papers with implementations.

Language: Python - Size: 2.21 MB - Last synced: about 17 hours ago - Pushed: about 2 months ago - Stars: 2,271 - Forks: 360

benedekrozemberczki/karateclub

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

Language: Python - Size: 28 MB - Last synced: 2 days ago - Pushed: 2 months ago - Stars: 2,090 - Forks: 239

almeidasilvaf/magrene

Motif analysis in gene regulatory networks

Language: R - Size: 2.91 MB - Last synced: 3 days ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

paulbrodersen/netgraph

Publication-quality network visualisations in python

Language: Python - Size: 23.6 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 645 - Forks: 38

stivalaa/ALAAMEE

Autologistic Actor Attribute Model (ALAAM) parameter estimation, simulation, and goodness-of-fit

Language: Python - Size: 9.17 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 23 - Forks: 2

UWNETLAB/dcss_supplementary

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

Language: HTML - Size: 436 MB - Last synced: 7 days ago - Pushed: about 1 year ago - Stars: 17 - Forks: 9

JuliaGraphs/MultilayerGraphs.jl

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

Language: Julia - Size: 14.3 MB - Last synced: 4 days ago - Pushed: 4 months ago - Stars: 113 - Forks: 5

GiulioRossetti/RDyn

RDyn: graph benchmark handling community dynamics

Language: Python - Size: 73.2 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 21 - Forks: 7

ai-da-SNA/ai-da-SNA.github.io

AI+DA - Social Network Analysis page

Language: Python - Size: 3.86 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 9 - Forks: 5

scikit-mobility/scikit-mobility

scikit-mobility: mobility analysis in Python

Language: Python - Size: 34.5 MB - Last synced: 10 days ago - Pushed: 7 months ago - Stars: 692 - Forks: 153

imsatyasaiteja/Network_Science

Research project that focuses on observing the Resilience of Delhi Road Networks to Traffic Disruptions

Language: Jupyter Notebook - Size: 10.9 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

erictleung/tidy-networks-cookbook

CRAN Task View for network science tools

Language: R - Size: 11.7 KB - Last synced: 10 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

shishirstute/Vulnerability-Assessment-Power-System

measures the vulnerability of the system by formulating the aggregated metric using extended metrics.

Language: Python - Size: 7.81 KB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 0 - Forks: 0

erictleung/data-science-resources

:earth_americas: Readings and resource materials for data science

Size: 487 KB - Last synced: 10 days ago - Pushed: 12 days ago - Stars: 28 - Forks: 1

benedekrozemberczki/pytorch_geometric_temporal

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

Language: Python - Size: 13.2 MB - Last synced: 10 days ago - Pushed: 27 days ago - Stars: 2,491 - Forks: 348

opennetsci/resources

List of resources for the #opennetsci hackathon

Size: 49.8 KB - Last synced: 13 days ago - Pushed: about 5 years ago - Stars: 3 - Forks: 0

jg-you/sbm_canonical_mcmc

C++ implementation of a MCMC sampler for the (canonical) SBM

Language: C++ - Size: 21.5 KB - Last synced: 13 days ago - Pushed: over 4 years ago - Stars: 11 - Forks: 0

procf/procf.github.io

The Rheoinformatic lab website

Language: SCSS - Size: 185 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

anty-filidor/network_diffusion

Python package for simulation of spreading phenomena in complex networks

Language: Python - Size: 21.7 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 13 - Forks: 5

benedekrozemberczki/datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

Size: 91.4 MB - Last synced: 11 days ago - Pushed: about 2 months ago - Stars: 586 - Forks: 87

benedekrozemberczki/littleballoffur

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

Language: Python - Size: 5.73 MB - Last synced: 11 days ago - Pushed: 3 months ago - Stars: 692 - Forks: 51

HGX-Team/hypergraphx

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

Language: Python - Size: 21.4 MB - Last synced: 17 days ago - Pushed: about 1 month ago - Stars: 167 - Forks: 15

jcrozum/biobalm

The biologist's Boolean attractor landscape mapper, building Waddington landscapes from Boolean networks.

Language: Python - Size: 90.8 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 2 - Forks: 0

SINr-Embeddings/sinr

The SINr approach to train interpretable word and graph embeddings

Language: Jupyter Notebook - Size: 45.2 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 11 - Forks: 3

xgi-org/xgi

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

Language: Python - Size: 26 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 160 - Forks: 26

Ashish7129/Graph_Sampling

Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.

Language: Python - Size: 4.91 MB - Last synced: 15 days ago - Pushed: over 3 years ago - Stars: 155 - Forks: 47

rickystream94/TheRoleOfDivisiveTopicsInNetworkStructure

Official Thesis Project Repository, Technical University of Denmark, A.Y. 2018/19

Language: Jupyter Notebook - Size: 172 MB - Last synced: 25 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

lmiconsulting/cosasi

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

Language: Python - Size: 2.68 MB - Last synced: 25 days ago - Pushed: 11 months ago - Stars: 4 - Forks: 3

ivanovitchm/datastructure

Repository for DCA0209, an undergraduate course about Data Structure and Algorithms

Language: Jupyter Notebook - Size: 88.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 27 - Forks: 15

almeidasilvaf/syntenet

An R package to infer and analyze synteny networks from protein sequences

Language: R - Size: 75 MB - Last synced: about 16 hours ago - Pushed: about 2 months ago - Stars: 18 - Forks: 6

PSInetRCN/PSInetRCN.github.io

Website for PSInet: A Global Water Potential Network

Language: R - Size: 70.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 1

rodmoioliveira/football-graphs

Graphs and passing networks in football.

Language: HTML - Size: 247 MB - Last synced: 25 days ago - Pushed: over 1 year ago - Stars: 101 - Forks: 15

GUVENAli/degree_dynamics

Proof of time evolution of the Barabasi-Albert model

Language: Python - Size: 1.81 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

CambridgeUniversityPress/FirstCourseNetworkScience

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

Language: Jupyter Notebook - Size: 175 MB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 316 - Forks: 172

lnferreira/chronnets

A network-based model for spatiotemporal data analysis

Language: R - Size: 420 KB - Last synced: 11 days ago - Pushed: over 2 years ago - Stars: 18 - Forks: 3

benedekrozemberczki/PDN

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

Language: Python - Size: 4.8 MB - Last synced: 11 days ago - Pushed: over 1 year ago - Stars: 57 - Forks: 11

IBM/AMLSim

The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.

Language: Python - Size: 9.74 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 231 - Forks: 81

redoio/three_strikes_project

Three Strikes Project at Stanford University School of Law

Language: Jupyter Notebook - Size: 760 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4 - Forks: 0

ptleskin/GraphAlgorithmImplementation

Implementation of algorithms in article "Simple and accurate analytical calculation of shortest path lengths"

Language: Jupyter Notebook - Size: 660 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

snma-tutorial/www2023

Tutorial material presented at The ACM Web Conference 2023

Language: Jupyter Notebook - Size: 20.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 6 - Forks: 0

aedorado/play-analysis

Analysis of Google Play recommendation graph.

Language: Jupyter Notebook - Size: 22.3 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

gialdetti/netsci

Analyzing Complex Networks with Python

Language: Python - Size: 7.89 MB - Last synced: 8 days ago - Pushed: over 1 year ago - Stars: 10 - Forks: 0

mims-harvard/life-tree

Evolution of protein interactomes across the tree of life

Language: C++ - Size: 14.6 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 8 - Forks: 5

FinancialComputingUCL/Triangulated_Maximally_Filtered_Graph

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

Language: Python - Size: 61.5 KB - Last synced: 25 days ago - Pushed: 3 months ago - Stars: 3 - Forks: 3

benedekrozemberczki/role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Language: Python - Size: 7.36 MB - Last synced: 11 days ago - Pushed: over 1 year ago - Stars: 163 - Forks: 38

mmdanziger/color-avoiding-percolation

Code for using color avoiding percolation for secret message passing on complex networks.

Language: C++ - Size: 10.5 MB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 1

phipsgabler/netsci-02

Language: Julia - Size: 4.88 MB - Last synced: about 2 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

phipsgabler/netsci-01

Language: Jupyter Notebook - Size: 17.2 MB - Last synced: about 2 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

davidemiceli/basic-influence-roles

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

Language: Python - Size: 872 KB - Last synced: 19 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

pitmonticone/EpiSimulator

EpiSimulator: A Data-Driven Stochastic Hybrid Model for COVID-19 in Italy.

Language: Jupyter Notebook - Size: 513 MB - Last synced: 11 days ago - Pushed: over 1 year ago - Stars: 8 - Forks: 1

laravignotto/uni-advanced-data-science

Project for the exam of the Advanced Data Science university course - UNIUD

Language: HTML - Size: 12.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

NERDSITU/research-template

Template github repo for starting a new data/network science research project

Size: 39.1 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 3 - Forks: 0

isiktopcu/network-analysis

This repo contains cheatsheets I created or found and code for the class "Network Analysis for Social Sciences"

Size: 1.26 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Murf-y/Enhanced-Networked-Genetic-Algorithm

A Scale-free Networked Genetic Algorithm with Balanced Exploration and Exploitation

Language: Python - Size: 14.3 MB - Last synced: 2 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

ryanjgallagher/core_periphery_sbm

Bayesian network models for inferring core-periphery structure

Language: Python - Size: 31.3 KB - Last synced: 13 days ago - Pushed: over 2 years ago - Stars: 34 - Forks: 2

DamascenoRafael/identify-bots-reddit-comment-network

Characterization and classification of bots using only structural characteristics of the network. Python development of network construction, component analysis and Neural Network for classification.

Language: Jupyter Notebook - Size: 26.9 MB - Last synced: 10 days ago - Pushed: 12 months ago - Stars: 5 - Forks: 0

bendico765/random_walk_controversy

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

Language: Python - Size: 17.6 KB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

qinyichen/tie-decay-epidemic-threshold

Research on epidemic thresholds of infectious diseases on tie-decay networks.

Language: Python - Size: 120 KB - Last synced: 3 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

alirezahabib/sut-telegram-network

The final project of Network Science course, Prof. Saman Moghimi-Araghi, Sharif University of Technology Fall 2023.

Language: Jupyter Notebook - Size: 50.1 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

mdeff/ntds_2019

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

Language: Jupyter Notebook - Size: 302 MB - Last synced: 11 days ago - Pushed: over 4 years ago - Stars: 66 - Forks: 38

umitkaanusta/FraudRingDetection-TrustNetworks-Trying-New-Approach

Detecting fraud rings in a p2p trust network with high AUC score (better than 9 of 10 well-known algorithms)* using basic and intuitive trust metrics

Language: Jupyter Notebook - Size: 5.31 MB - Last synced: 11 days ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 2

GiulioRossetti/TILES

TILES: an algorithm for community discovery in dynamic social networks

Language: Python - Size: 908 KB - Last synced: 29 days ago - Pushed: 3 months ago - Stars: 55 - Forks: 20

varoudis/depthmapX

depthmapX is a multi-platform Spatial Network Analysis Software

Language: C++ - Size: 150 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 173 - Forks: 116

Graph-COM/GraphMaker

code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"

Language: Python - Size: 1.85 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 24 - Forks: 3

benedekrozemberczki/tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

Language: Jupyter Notebook - Size: 14.3 MB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 97 - Forks: 9

abhinav7sinha/python-chessnet

Model the game of chess as a large complex network

Language: Jupyter Notebook - Size: 74.2 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

yilinjuang/GitHub-Repo-Recommender

Github Repo Recommender System. 2017 Network Science Final Project.

Language: Python - Size: 142 KB - Last synced: 4 months ago - Pushed: over 6 years ago - Stars: 4 - Forks: 0

ricardolsmendes/sna-dw

Companion repository for my Data Science & Analytics MBA Term Paper: "Social Network Analysis applied to Data Warehouses: opportunities and constraints for Data Governance"

Language: Jupyter Notebook - Size: 7.26 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

mhmcc/ED-interaction-mapping

Mapping patient interactions in psychiatric presentations to a tertiary emergency department using network science and machine learning

Language: Jupyter Notebook - Size: 5.36 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

zademn/netsci-labs

(In progress) Network science laboratories. Covers graph theory, random graphs and ML on graphs

Language: Jupyter Notebook - Size: 64.3 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 11 - Forks: 4

stivalaa/EstimNetDirected

Equilibrium Expectation for ERGM parameter estimation for large networks

Language: C - Size: 6.27 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 24 - Forks: 3

jkbren/einet

Uncertainty and causal emergence in complex networks

Language: Jupyter Notebook - Size: 112 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 94 - Forks: 20

ocramz/algebraic-graphs-io

I/O utilities and datasets for algebraic-graphs

Language: Haskell - Size: 101 KB - Last synced: 11 days ago - Pushed: over 1 year ago - Stars: 14 - Forks: 2

mdeff/ntds_2017

Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

Language: Jupyter Notebook - Size: 262 MB - Last synced: 11 days ago - Pushed: almost 4 years ago - Stars: 67 - Forks: 31

skaraoglu/SEITR

An Extended SIR Mathematical Model for Lumpy Skin Disease and Associated Properties

Language: Jupyter Notebook - Size: 3.33 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

benedekrozemberczki/OrbitalFeatures

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

Language: Python - Size: 771 KB - Last synced: 11 days ago - Pushed: almost 2 years ago - Stars: 20 - Forks: 11

bergplace/Dru

Dru - blockchain analysis platform

Language: Python - Size: 72 MB - Last synced: 25 days ago - Pushed: 9 months ago - Stars: 7 - Forks: 5

danlessa/Coursera-NetworkX

Notebooks used in the Network Data Science with NetworkX and Python guided course

Language: Jupyter Notebook - Size: 6.91 MB - Last synced: 10 days ago - Pushed: about 1 year ago - Stars: 23 - Forks: 16

iglesias/gsp_bss

Blind Separation of Sparse Signals Diffused on Graphs

Language: HTML - Size: 390 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

vdragan1993/serbian-document-network

Describing Serbian legislation system as a complex network

Language: Jupyter Notebook - Size: 50.7 MB - Last synced: 5 months ago - Pushed: about 7 years ago - Stars: 1 - Forks: 0

mdeff/ntds_2018

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

Language: Jupyter Notebook - Size: 260 MB - Last synced: 11 days ago - Pushed: over 4 years ago - Stars: 57 - Forks: 33

matejker/network

Pure Python package for generating, modifying and playing with (even complex) networks.

Language: Python - Size: 40 KB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 3

IngoScholtes/kdd2018-tutorial

Companion repository for the KDD'18 hands-on tutorial on Higher-Order Data Analytics for Temporal Network Data

Language: HTML - Size: 126 MB - Last synced: 5 months ago - Pushed: about 5 years ago - Stars: 46 - Forks: 27

NicoleMp2/SocialNetworksAnalysis

Social Networks - Network Science

Language: Jupyter Notebook - Size: 57.4 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

yfiua/degr-dist-ba

Some experiments on the degree distribution of the Barabási-Albert model.

Language: Python - Size: 185 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

victor-bogdan/coauthorship-centrality

Coauthorship Centrality

Language: Python - Size: 4.43 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

victor-bogdan/layer-centrality

Layer Centrality in Multilayered Networks

Language: Python - Size: 29.7 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

mims-harvard/pathways

Disease pathways in the human interactome

Language: Python - Size: 1.46 MB - Last synced: about 2 months ago - Pushed: about 6 years ago - Stars: 21 - Forks: 6

dlsucomet/filwordnet-portal

FilWordNet web portal — a language resource for Filipino and Philippine English built from text analysis network science and natural language processing

Language: Python - Size: 3.02 MB - Last synced: 28 days ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

anazareth/tweet-proj

Code for data analysis portion of my MSc thesis entitled "Community Analysis of Networks of Twitter Keywords".

Language: Python - Size: 142 MB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

anespinosa/classicnets

The goal of classicnets is to make available, compile and conserve classic data of social networks.

Language: R - Size: 12.2 MB - Last synced: 5 months ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 2

Sepante/Epyc

A versatile software for modeling epidemics on networks

Language: Python - Size: 1.72 MB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 13 - Forks: 0

mballarin97/DrosophilaNetwork

Analysis from the point of view of network science of the connectome of the drosophila

Language: Jupyter Notebook - Size: 6.68 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

marmello77/network-significance

How to estimate P-values of network metrics and compare pairs of networks using Monte Carlo procedures in R.

Language: R - Size: 301 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 3

gerrymandr/vtd-adjacency-graphs

A repository of rook- and queen-adjacency graphs of state VTDs made from 2012 Tiger/Line data.

Size: 35.7 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 7

benedekrozemberczki/resolutions-2019

A list of data mining and machine learning papers that I implemented in 2019.

Size: 33.2 KB - Last synced: 11 days ago - Pushed: over 4 years ago - Stars: 20 - Forks: 10

sawsanowa/Tribes_Social_Network_Analysis

Social Computing Course Assignment

Language: Jupyter Notebook - Size: 740 KB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

gianmarcoricciarelli/the_facebook_scandal

Network analysis of the Facebook/Cambridge Analytica scandal

Language: Jupyter Notebook - Size: 219 MB - Last synced: 7 months ago - Pushed: almost 6 years ago - Stars: 22 - Forks: 11

BoCtrl-C/forward

Make your graph a feedforward neural network

Language: Python - Size: 265 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0