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HCD  

Hierarchical Community Detection by Recursive Partitioning
View on CRAN: Click here


Download and install HCD package within the R console
Install from CRAN:
install.packages("HCD")

Install from Github:
library("remotes")
install_github("cran/HCD")

Install by package version:
library("remotes")
install_version("HCD", "1.0")



Attach the package and use:
library("HCD")
Maintained by
Tianxi Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-24
Latest Update: 2024-02-02
Description:
Hierarchical community detection on networks by a recursive spectral partitioning strategy, which is shown to be effective and efficient in Li, Lei, Bhattacharyya, Sarkar, Bickel, and Levina (2018) . The package also includes a data generating function for a binary tree stochastic block model, a special case of stochastic block model that admits hierarchy between communities.
How to cite:
Tianxi Li (2019). HCD: Hierarchical Community Detection by Recursive Partitioning. R package version 1.0, https://cran.r-project.org/web/packages/HCD. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1 (2019-08-24 16:10)
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Complete documentation for HCD
Functions, R codes and Examples using the HCD R package
Full HCD package functions and examples
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