Description
A Collection of Graphon Estimation Methods.
Description
Provides a not-so-comprehensive list of methods for estimating graphon, a symmetric measurable function, from a single or multiple of observed networks. For a detailed introduction on graphon and popular estimation techniques, see the paper by Orbanz, P. and Roy, D.M.(2014) <doi:10.1109/TPAMI.2014.2334607>. It also contains several auxiliary functions for generating sample networks using various network models and graphons.
README.md
graphon : A Collection of Graphon Estimation Methods
graphon package provides a not-so-comprehensive list of methods for estimating graphon, a symmetric measurable function, from a single or multiple of observed networks.
Installation
You can install the released version from CRAN with:
install.packages("graphon")
or the development version from github:
## install.packages("devtools")
devtools::install_github("kisungyou/graphon")