stranger

Simple Toolkit in R for ANomalies Get, Explain and Report

Framework for unsupervised anomalies detection that simplifies the user experience because the one does not need to be concerned with the many packages and functions that are required. Package 'stranger' acts as a wrapper around existing packages ("a la 'caret' for modeling") and provides a clean and uniform toolkit for evaluation/explain/reporting purposes.

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Description file content

Package
stranger
Type
Package
Title
Simple Toolkit in R for ANomalies Get, Explain and Report
Version
0.3.3
Maintainer
Eric Lecoutre
Description
Framework for unsupervised anomalies detection that simplifies the user experience because the one does not need to be concerned with the many packages and functions that are required. Package 'stranger' acts as a wrapper around existing packages ("a la 'caret' for modeling") and provides a clean and uniform toolkit for evaluation/explain/reporting purposes.
License
GPL-2
Encoding
UTF-8
LazyData
true
RoxygenNote
6.0.1
URL
Suggests
knitr, rmarkdown, prettydoc, dtplyr, testthat, FNN, dbscan, autoencoder, rpart, ranger, abodOutlier, mvoutlier, randomForest
VignetteBuilder
knitr
Imports
assertthat (>= 0.2) , ggplot2, tidyr, grid, methods
Depends
R (>= 2.10), data.table, dplyr (>= 0.7.3)
NeedsCompilation
no
Packaged
2018-03-12 13:45:26 UTC; ericl
Author
Eric Lecoutre [aut, cre], Sven Wauters [aut]
Repository
CRAN
Date/Publication
2018-03-12 19:51:22 UTC

install.packages('stranger')

0.3.3

3 months ago

https://welovedatascience.github.io/stranger

Eric Lecoutre

GPL-2

Depends on

R (>= 2.10), data.table, dplyr (>= 0.7.3)

Imports

assertthat (>= 0.2) , ggplot2, tidyr, grid, methods

Suggests

knitr, rmarkdown, prettydoc, dtplyr, testthat, FNN, dbscan, autoencoder, rpart, ranger, abodOutlier, mvoutlier, randomForest

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