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@ -22980,3 +22980,49 @@ analysis. Column- and row- wise means, medians, variances, minimums,
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maximums, many t, F and G-square tests, many regressions (normal, logistic,
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maximums, many t, F and G-square tests, many regressions (normal, logistic,
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Poisson), are some of the many fast functions.")
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Poisson), are some of the many fast functions.")
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(license license:gpl2+)))
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(license license:gpl2+)))
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(define-public r-clusterr
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(package
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(name "r-clusterr")
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(version "1.2.2")
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(source
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(origin
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(method url-fetch)
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(uri (cran-uri "ClusterR" version))
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(sha256
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(base32
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"1ky172bk15a78hky77vl60j7c81nq2495sxjrv53is25nkac7sjm"))))
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(properties `((upstream-name . "ClusterR")))
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(build-system r-build-system)
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(propagated-inputs
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`(("r-ggplot2" ,r-ggplot2)
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("r-gmp" ,r-gmp)
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("r-gtools" ,r-gtools)
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("r-rcpp" ,r-rcpp)
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("r-rcpparmadillo" ,r-rcpparmadillo)))
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(native-inputs `(("r-knitr" ,r-knitr)))
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(home-page "https://github.com/mlampros/ClusterR")
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(synopsis "Clustering")
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(description
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"This package provides Gaussian mixture models, k-means,
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mini-batch-kmeans, k-medoids and affinity propagation clustering with the
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option to plot, validate, predict (new data) and estimate the optimal number
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of clusters. The package takes advantage of @code{RcppArmadillo} to speed up
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the computationally intensive parts of the functions. For more information,
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see
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@enumerate
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@item \"Clustering in an Object-Oriented Environment\" by Anja Struyf, Mia
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Hubert, Peter Rousseeuw (1997), Journal of Statistical Software,
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@url{https://doi.org/10.18637/jss.v001.i04};
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@item \"Web-scale k-means clustering\" by D. Sculley (2010), ACM Digital
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Library, @url{https://doi.org/10.1145/1772690.1772862};
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@item \"Armadillo: a template-based C++ library
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for linear algebra\" by Sanderson et al (2016), The Journal of Open Source
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Software, @url{https://doi.org/10.21105/joss.00026};
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@item \"Clustering by Passing Messages Between Data Points\" by Brendan
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J. Frey and Delbert Dueck, Science 16 Feb 2007: Vol. 315, Issue 5814,
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pp. 972-976, @url{https://doi.org/10.1126/science.1136800}.
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@end enumerate
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")
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(license license:gpl3)))
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