Villafly/Principled-approach-to-the-selection-of-the-embedding-dimension-of-networks

Principled-approach-to-the-selection-of-the-embedding-dimension-of-networks

This repository provides a reference implementation of the following paper: Principled-approach-to-the-selection-of-the-embedding-dimension-of-networks

Basic Usage

Example

To run defining_identifying_optimal_dimension on the American college football network, execute the following command from the project home directory:
python2.7 define_identify.py --input football

Options

You can check out the other options available to use with defining_identifying_optimal_dimension using:
python2.7 define_identify.py --help

Input

The supported input format is an edgelist: node1_id_int node2_id_int <weight_float, optional> The graph is assumed to be undirected and unweighted by default.

Output

The output is the optimal dimension identified by our algorithm.