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.
1 maintainer
Metadata
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Release files for mplexaa 0.1.2
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