Check out the R package diffudist, now also on CRAN! The diffudist package allows you to easily evaluate (and plot with ggplot2) diffusion distances between the nodes of a complex networks and, in so doing, analaysing the functional shape and diffusion geometry of your networks.
Check out the R package intsegration where you can find the function (and code) for the evaluation of the global communication efficiency (GCE) of weighted networks (among others). The intsegration package is related to two publications EPJ Data Sci.
I had the great opportunity to contribute to muxViz, building the R package muxViz that now can be installed as easy as
devtools::install_github("manlius/muxViz") I built the package website using pkgdown (cf.
I had the great opportunity to contribute to muxViz, building the R package muxViz that now can be installed as easy as
devtools::install_github("manlius/muxViz") I built the package website using pkgdown (cf.
This is a small demo related to our (Giulia Bertagnolli, Claudio Agostinelli, Manlio De Domenico) recent work, Network depth: identifying median and contours in complex networks, Journal of Complex Networks 8 (4).
A series of three seminars on complex networks for master students in Mathematics (not only) at the University of Trento.
Course material is available in my github and you can interact with the Jupyter notebooks here