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rtkpp (version 0.8.5)

STK++ Integration to R Using Rcpp

Description

STK++ (http://www.stkpp.org) is a collection of C++ classes for statistics, clustering, linear algebra, arrays (with an Eigen-like API), regression, dimension reduction, etc. The integration of the library to R is using Rcpp. Some functionalities of the Clustering project provided by the library are available in the R environment as R functions. The rtkpp package includes the header files from the STK++ library (currently version 0.8.5). Thus users do not need to install STK++ itself in order to use it. STK++ is licensed under the GNU LGPL version 2 or later. rtkpp (the stkpp integration into R) is licensed under the GNU GPL version 2 or later.

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Version

Install

install.packages('rtkpp')

Monthly Downloads

17

Version

0.8.5

License

GPL (>= 2) | LGPL (>= 2) | file LICENSE

Maintainer

Serge Iovleff

Last Published

February 20th, 2015

Functions in rtkpp (0.8.5)

car

Qualitative data : Car Evaluation
ClusterStrategy

Constructor of [ClusterStrategy] class
clusterDiagGaussian

Create an instance of the [ClusterDiagGaussian] class
clusterGammaNames

Build a vector of gamma model names.
ClusterCategoricalComponent

Definition of the [ClusterCategoricalComponent] class
DebTrivedi

Counting Data: DebTrivedi
clusterInit

Create an instance of [ClusterInit] class
ClusterCategorical-class

Definition of the [ClusterCategorical] class
ClusterHeterogeneous

Definition of the [ClusterHeterogeneous] class
plot,ClusterPoisson-method

Plotting of a class [ClusterPoisson]
rtkpp

rtkpp is a R/STK++ bridge
ClusterPoisson

Definition of the [ClusterPoisson] class
clusterPoissonNames

Build a vector of Poisson model names.
HeartDisease.cat

Mixed data : Cleveland Heart Disease Data
ClusterGamma

Definition of the [ClusterGamma] class
plot,ClusterDiagGaussian-method

Plotting of a class [ClusterDiagGaussian]
missingValues

Return the missing values of a component or a cluster class.
clusterCategoricalNames

Build a vector of Categorical model names.
CxxFlags

CxxFlags defaults for the rtkpp
geyser

Quantitative data: Old Faithful Geyser
clusterCategorical

Create an instance of the [ClusterCategorical] class
clusterAlgo

Create an instance of the [ClusterAlgo] class
clusterDiagGaussianNames

Build a vector of Gaussian model names.
titanic

Qualitative data: Survival of passengers on the Titanic
show,ClusterAlgo-method

Show description of a rtkpp class to standard output.
plot,ClusterHeterogeneous-method

Plotting of a class [ClusterHeterogeneous]
birds

Qualitative data : morphological description of birds
plot,ClusterGamma-method

Plotting of a class [ClusterGamma]
initialize,ClusterAlgo-method

Initialize an instance of a rtkpp class.
plot,ClusterCategorical-method

Plotting of a class [ClusterCategorical]
print,ClusterAlgo-method

Print a rtkpp class to standard output.
[,ClusterAlgo-method

Extract parts of a rtkpp S4 class
IClusterModelBase

Interface base Class [IClusterModelBase] for Cluster models.
summary,ClusterCategorical-method

Produce summary of a rtkpp class.