diffudist
1.0.1Diffusion Distance for Complex Networks
Overview
Enables the evaluation of diffusion distances for complex single-layer networks. Given a network one can define different types of Laplacian (or transition) matrices corresponding to different continuous-time random walks dynamics on the network. This package enables the evaluation of Laplacians, stochastic matrices, and the corresponding diffusion distance matrices. The metric structure induced by the network-driven process is richer and more robust than the one given by shortest-paths and allows to study the geometry induced by different types of diffusion-like communication mechanisms taking place on complex networks. For more details see: De Domenico, M. (2017) doi:10.1103/physrevlett.118.168301 and Bertagnolli, G. and De Domenico, M. (2021) doi:10.1103/PhysRevE.103.042301.
Install
Health
CRAN check results are not tracked yet.
Documentation
Documentation signals are not tracked yet for this package.
Downloads
Dependencies
Nothing depends on this yet.
Code & Tests
People & History
2 releases. R releases are shown for context.
- RR 4.5.0 released · 2025-04-11
- archivedRemoved from CRAN2024-11-23policy violation On Internet access
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 1.0.12023-02-27 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 1.0.02021-11-30
- RR 4.1.0 released · 2021-05-18
Package metadata
- Total releases
- 2
- License
- GPL (>= 2) OSI
- Download size
- not tracked yet
- Installed size
- not tracked yet
- With dependencies
- not tracked yet