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fastcluster  

Fast Hierarchical Clustering Routines for R and 'Python'
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fastcluster", "1.2.6")



Attach the package and use:
library("fastcluster")
Maintained by
Daniel Müllner
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-03-16
Latest Update: 2021-05-24
Description:
This is a two-in-one package which provides interfaces to both R and 'Python'. It implements fast hierarchical, agglomerative clustering routines. Part of the functionality is designed as drop-in replacement for existing routines: linkage() in the 'SciPy' package 'scipy.cluster.hierarchy', hclust() in R's 'stats' package, and the 'flashClust' package. It provides the same functionality with the benefit of a much faster implementation. Moreover, there are memory-saving routines for clustering of vector data, which go beyond what the existing packages provide. For information on how to install the 'Python' files, see the file INSTALL in the source distribution. Based on the present package, Christoph Dalitz also wrote a pure 'C++' interface to 'fastcluster': .
How to cite:
Daniel Müllner (2011). fastcluster: Fast Hierarchical Clustering Routines for R and 'Python'. R package version 1.2.6, https://cran.r-project.org/web/packages/fastcluster. Accessed 01 Feb. 2025.
Previous versions and publish date:
1.0.1 (2011-03-16 21:03), 1.0.2 (2011-03-17 17:16), 1.0.3 (2011-03-21 07:47), 1.0.4 (2011-03-23 10:30), 1.1.0 (2011-10-01 10:18), 1.1.1 (2011-10-09 10:03), 1.1.2 (2011-10-11 20:50), 1.1.3 (2011-12-11 11:56), 1.1.4 (2012-02-13 07:40), 1.1.5 (2012-02-15 09:29), 1.1.6 (2012-03-13 07:44), 1.1.7 (2012-09-21 07:32), 1.1.8 (2013-01-19 21:08), 1.1.9 (2013-03-17 07:54), 1.1.10 (2013-05-23 07:47), 1.1.11 (2013-05-24 01:24), 1.1.13 (2013-12-17 11:08), 1.1.14 (2015-01-04 11:52), 1.1.15 (2015-01-05 22:51), 1.1.16 (2015-02-17 23:53), 1.1.20 (2016-03-31 22:27), 1.1.21 (2016-09-19 14:47), 1.1.22 (2016-12-09 08:58), 1.1.23 (2017-08-21 10:33), 1.1.24 (2017-08-21 12:36), 1.1.25 (2018-06-07 21:00), 1.2.2 (2021-05-24 15:10), 1.2.3 (2021-05-25 01:50)
Other packages that cited fastcluster R package
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Other R packages that fastcluster depends, imports, suggests or enhances
Complete documentation for fastcluster
Functions, R codes and Examples using the fastcluster R package
Some associated functions: fastcluster . hclust . hclust.vector . 
Some associated R codes: fastcluster.R .  Full fastcluster package functions and examples
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