emanuelepesce / NetworksSimulator

Python tool for generating networks, analyzing centralities and simulating epidemics spreading.

NetworksSimulator

About

Python tool which allows to generate different kind of networks and to do analysis on them.

Main Features

Network generation models: <br>

• Random Graph [wiki] <br>
• Watts-Strogatz [wiki] <br>
• Prefential Attachment (Rich get Richer phenomen) [article] <br>

Centrality measures: <br>

• Eigenvector <br>
• Katz <br>
• Betweenness (Girvan-Newman algorithm) [article] <br>

Epidemics/Diffusion models: <br>

• Linear Threshold [explanation]

Contents

• data/ : contains different kinds of networks.
  • Facebook.txt: facebook graph (Stanford dataset reference)
  • Wiki_Vote: Wiki-Vote graph (Stanford dataset reference)
  • random_graph.txt: a random graph (generated with this tool)
  • watts_strogatz.txt: a 2d watts strogatz graph (generated with this tool)
  • prefential_attachment.txt: a preferential attachment graph (genereted with this tool)
• docs/ : contains the documentation (open index.html)
• source/ : contains the python source <br>

##Author: Emanuele Pesce <br>

For each suggestion or contribution don't hesitate to contact me.