Community Library is a cumulation of data, known methods of community detection on that data, developed methods, and experimental scripts for properties and methods.

In particulaDeveloped methods include the Louvain Algorithm for linearity

maximization, JTODO expansion, JTODO parallel implementation.

To use the code:

import

run

We include code from previous methods for comparitive results:

• Louvain Algorithm for Modularity Maximization
• JTODO for Spectral Decomposition

*JTODO for Clustering

We have developed the code corresponding to new methods with the papers JTODO, JTODO, JTODO. They are outlined as:

• Louvain Algorithm for Linearity Maximization
• Expansion Algorithm for Parallel Implementations
• Evolution Algorithm for Community Evolution

To provide a kick off point and the data to produce known results we include several data sets.

Formatted data for the following small data sets:

• Football Network
• Karate Club

*JTODO

Formatted data for the following large data sets:

• Archivx data sets of (astrophysics, ....JTODO)
• JTODO

Contributors:

*June Andrews and John Hopcroft for ideas

*June Andrews for all new code

*JTODO for the modularity code

*JTODO for the spectral method code

3. 2010 - 2012 June Andrews, Cornell University