Other packages > Find by keyword >

leidenAlg  

Implements the Leiden Algorithm via an R Interface
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("leidenAlg", "1.1.4")



Attach the package and use:
library("leidenAlg")
Maintained by
Evan Biederstedt
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-11
Latest Update: 2023-09-03
Description:
An R interface to the Leiden algorithm, an iterative community detection algorithm on networks. The algorithm is designed to converge to a partition in which all subsets of all communities are locally optimally assigned, yielding communities guaranteed to be connected. The implementation proves to be fast, scales well, and can be run on graphs of millions of nodes (as long as they can fit in memory). The original implementation was constructed as a python interface "leidenalg" found here: . The algorithm was originally described in Traag, V.A., Waltman, L. & van Eck, N.J. "From Louvain to Leiden: guaranteeing well-connected communities". Sci Rep 9, 5233 (2019) .
How to cite:
Evan Biederstedt (2020). leidenAlg: Implements the Leiden Algorithm via an R Interface. R package version 1.1.4, https://cran.r-project.org/web/packages/leidenAlg. Accessed 30 Jan. 2025.
Previous versions and publish date:
0.1.0 (2020-11-11 14:50), 0.1.1 (2021-03-03 18:10), 1.0.0 (2021-11-19 22:40), 1.0.1 (2021-12-04 06:50), 1.0.2 (2022-03-03 21:40), 1.0.3 (2022-04-11 06:32), 1.0.4 (2022-09-26 02:40), 1.0.5 (2022-09-30 09:20), 1.1.0 (2023-07-03 19:40), 1.1.1 (2023-09-03 22:30), 1.1.2 (2023-09-06 09:00), 1.1.3 (2024-02-27 23:50)
Other packages that cited leidenAlg R package
View leidenAlg citation profile
Other R packages that leidenAlg depends, imports, suggests or enhances
Complete documentation for leidenAlg
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  
cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  
WtTopsis  
Weighted Method for Multiple-Criteria Decision Making
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency  
GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
fastmit  
Fast Mutual Information Based Independence Test
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA