mplexaa

mplexaa is a Python package for computing the Multiplex Adamic-Adar score, a measure of node similarity in multiplex networks introduced by Aleta et al. (2020) [Arxiv] . The package also provides a class for creating and manipulating multiplex networks.

Installation

To install mplexaa, run the following command:

pip install mplexaa

Usage

The MultiplexGraphDataset class was first designed to read datasets from Manlio De Domenico's Datasets Released for Reproducibility.

from mplexaa import MultiplexGraphDataset, multiplex_adamic_adar

# Load the dataset
ds = MultiplexGraphDataset('csa')
maa = multiplex_adamic_adar(ds)

The file path for the datasets must be as follows:

project/
│-- datasets/
│   │-- csa/
│   │   │-- Dataset/
│   │   │   │-- edges.csv
│   │   │   │-- layers.csv
│   │-- ...
|-- main.py

An example of the project setup can be found the this repository.