Skip to main content

Implementation of fastnode2vec algorithm for networkx objects.

Project description

XNode2Vec

Description

This repository is meant to show the strength of Node2Vec prediction algorithm and to apply it to very different types of networks. In addition, the original Node2Vec algorithm was replaced with an extremely faster version, called FastNode2Vec. The application of the algorithm is provided by a function that works with networkx objects, that are quite user-friendly.

Note

9/17/2021: I had some issues when installing the fastnode2vec package; in particular, the example given by Louis Abraham gives an error. I noticed that after the installation, the declaration of the file "node2vec.py" wasn't the same as the latest version available on its GitHub (at the moment). My brutal solution was simply to just copy the whole content into the node2vec.py file. This solves the problem.

Examples

Most Similar Nodes, Balanced Tree

tree_15

Most Similar Nodes Distribution, E-R

E-R_Nodes

Comunity Network

Families

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

Xnode2vec-0.0.3.tar.gz (16.0 kB view hashes)

Uploaded Source

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page