Conan: a platform for complex network analysis

TL;DR

Conan is a C++ and Python library designed for efficient modeling, analysis, and inference of complex networks, supporting various graph models, property computations, and community detection.

Contribution

It introduces a comprehensive, efficient platform combining C++ core with Python interface for complex network analysis and modeling.

Findings

Supports multiple graph models and property computations

Includes network inference and community detection features

Provides a Python interface for ease of use

Abstract

Conan is a C++ library created for the accurate and efficient modelling, inference and analysis of complex networks. It implements the generation and modification of graphs according to several published models, as well as the unexpensive computation of global and local network properties. Other features include network inference and community detection. Furthermore, Conan provides a Python interface to facilitate the use of the library and its integration in currently existing applications. Conan is available at http://github.com/rhz/conan/.