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Gaussian mixture models, k-means, mini-batch-kmeans, k-medoids and affinity propagation clustering with the option to plot, validate, predict (new data) and estimate the optimal number of clusters. The package takes advantage of 'RcppArmadillo' to speed up the computationally intensive parts of the functions. For more information, see (i) "Clustering in an Object-Oriented Environment" by Anja Struyf, Mia Hubert, Peter Rousseeuw (1997), Journal of Statistical Software, <doi:10.18637/jss.v001.i04>; (ii) "Web-scale k-means clustering" by D. Sculley (2010), ACM Digital Library, <doi:10.1145/1772690.1772862>; (iii) "Armadillo: a template-based C++ library for linear algebra" by Sanderson et al (2016), The Journal of Open Source Software, <doi:10.21105/joss.00026>; (iv) "Clustering by Passing Messages Between Data Points" by Brendan J. Frey and Delbert Dueck, Science 16 Feb 2007: Vol. 315, Issue 5814, pp. 972-976, <doi:10.1126/science.1136800>.

copied from cf-staging / r-clusterr
Type Size Name Uploaded Downloads Labels
conda 1.1 MB | win-64/r-clusterr-1.3.3-r43h3dc9324_1.conda  6 months and 25 days ago 418 main
conda 1.1 MB | win-64/r-clusterr-1.3.3-r44h3dc9324_1.conda  6 months and 25 days ago 379 main
conda 1.1 MB | osx-64/r-clusterr-1.3.3-r43h6a638e2_1.conda  6 months and 25 days ago 203 main
conda 1.1 MB | linux-ppc64le/r-clusterr-1.3.3-r44hee1cfac_1.conda  6 months and 25 days ago 231 main
conda 1.1 MB | linux-aarch64/r-clusterr-1.3.3-r43h5da6ed8_1.conda  6 months and 25 days ago 263 main
conda 1.1 MB | osx-64/r-clusterr-1.3.3-r44h6a638e2_1.conda  6 months and 25 days ago 211 main
conda 1.1 MB | linux-aarch64/r-clusterr-1.3.3-r44h5da6ed8_1.conda  6 months and 25 days ago 216 main
conda 1.1 MB | linux-64/r-clusterr-1.3.3-r43hb424bfc_1.conda  6 months and 25 days ago 926 main
conda 1.1 MB | linux-ppc64le/r-clusterr-1.3.3-r43hee1cfac_1.conda  6 months and 25 days ago 215 main
conda 1.1 MB | linux-64/r-clusterr-1.3.3-r44hb424bfc_1.conda  6 months and 25 days ago 852 main
conda 1.1 MB | win-64/r-clusterr-1.3.3-r41h3c88c7c_0.conda  8 months and 26 days ago 500 main
conda 1.1 MB | osx-64/r-clusterr-1.3.3-r43h6a638e2_0.conda  8 months and 26 days ago 357 main
conda 1.1 MB | linux-ppc64le/r-clusterr-1.3.3-r42h795cbc2_0.conda  8 months and 26 days ago 210 main
conda 1.1 MB | linux-ppc64le/r-clusterr-1.3.3-r43h795cbc2_0.conda  8 months and 26 days ago 201 main
conda 1.1 MB | osx-64/r-clusterr-1.3.3-r42h6a638e2_0.conda  8 months and 26 days ago 357 main
conda 1.1 MB | linux-64/r-clusterr-1.3.3-r42h58a4165_0.conda  8 months and 26 days ago 1216 main
conda 1.1 MB | linux-64/r-clusterr-1.3.3-r43h58a4165_0.conda  8 months and 26 days ago 1309 main
conda 1.1 MB | linux-aarch64/r-clusterr-1.3.3-r43hd38cb5a_0.conda  8 months and 26 days ago 233 main
conda 1.1 MB | linux-aarch64/r-clusterr-1.3.3-r42hd38cb5a_0.conda  8 months and 26 days ago 211 main
conda 1.1 MB | win-64/r-clusterr-1.3.2-r41h78deb2a_0.conda  1 year and 3 months ago 497 main
conda 1.1 MB | osx-64/r-clusterr-1.3.2-r42h6e7f656_0.conda  1 year and 3 months ago 361 main
conda 1.1 MB | linux-ppc64le/r-clusterr-1.3.2-r42hfc38db2_0.conda  1 year and 3 months ago 256 main
conda 1.1 MB | osx-64/r-clusterr-1.3.2-r43h6e7f656_0.conda  1 year and 3 months ago 370 main
conda 1.1 MB | linux-ppc64le/r-clusterr-1.3.2-r43hfc38db2_0.conda  1 year and 3 months ago 300 main
conda 1.1 MB | linux-64/r-clusterr-1.3.2-r42h08d816e_0.conda  1 year and 3 months ago 1423 main
conda 1.1 MB | linux-64/r-clusterr-1.3.2-r43h08d816e_0.conda  1 year and 3 months ago 1546 main
conda 1.1 MB | linux-aarch64/r-clusterr-1.3.2-r43h003610b_0.conda  1 year and 3 months ago 257 main
conda 1.1 MB | linux-aarch64/r-clusterr-1.3.2-r42h003610b_0.conda  1 year and 3 months ago 275 main
conda 1.1 MB | linux-ppc64le/r-clusterr-1.3.1-r43hfc38db2_1.conda  1 year and 6 months ago 243 main
conda 1.1 MB | linux-ppc64le/r-clusterr-1.3.1-r42hfc38db2_1.conda  1 year and 6 months ago 203 main
conda 1.1 MB | linux-aarch64/r-clusterr-1.3.1-r43h003610b_1.conda  1 year and 6 months ago 228 main
conda 1.1 MB | linux-aarch64/r-clusterr-1.3.1-r42h003610b_1.conda  1 year and 6 months ago 222 main
conda 1.1 MB | win-64/r-clusterr-1.3.1-r41h78deb2a_1.conda  1 year and 8 months ago 618 main
conda 1.1 MB | osx-64/r-clusterr-1.3.1-r42he9b8800_1.conda  1 year and 8 months ago 336 main
conda 1.1 MB | osx-64/r-clusterr-1.3.1-r43he9b8800_1.conda  1 year and 8 months ago 328 main
conda 1.1 MB | linux-64/r-clusterr-1.3.1-r42h08d816e_1.conda  1 year and 8 months ago 1660 main
conda 1.1 MB | linux-64/r-clusterr-1.3.1-r43h08d816e_1.conda  1 year and 8 months ago 1812 main
conda 1.1 MB | win-64/r-clusterr-1.3.1-r41h78deb2a_0.conda  1 year and 10 months ago 699 main
conda 1.1 MB | osx-64/r-clusterr-1.3.1-r42he9b8800_0.conda  1 year and 10 months ago 366 main
conda 1.1 MB | osx-64/r-clusterr-1.3.1-r41he9b8800_0.conda  1 year and 10 months ago 327 main
conda 1.1 MB | linux-64/r-clusterr-1.3.1-r41h08d816e_0.conda  1 year and 10 months ago 1694 main
conda 1.1 MB | linux-64/r-clusterr-1.3.1-r42h08d816e_0.conda  1 year and 10 months ago 1724 main
conda 1.0 MB | win-64/r-clusterr-1.3.0-r41h78deb2a_0.conda  2 years and 1 month ago 819 main
conda 1.1 MB | osx-64/r-clusterr-1.3.0-r41hf5e6a41_0.conda  2 years and 1 month ago 359 main
conda 1.1 MB | osx-64/r-clusterr-1.3.0-r42hf5e6a41_0.conda  2 years and 1 month ago 375 main
conda 1.1 MB | linux-64/r-clusterr-1.3.0-r41h358215d_0.conda  2 years and 1 month ago 1852 main
conda 1.1 MB | linux-64/r-clusterr-1.3.0-r42h358215d_0.conda  2 years and 1 month ago 2129 main
conda 1.0 MB | win-64/r-clusterr-1.2.9-r41h78deb2a_0.conda  2 years and 3 months ago 824 main
conda 1.1 MB | osx-64/r-clusterr-1.2.9-r41hf5e6a41_0.conda  2 years and 3 months ago 357 main
conda 1.1 MB | osx-64/r-clusterr-1.2.9-r42hf5e6a41_0.conda  2 years and 3 months ago 351 main

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