Package: chickn
Type: Package
Title: Compressed Hierarchical Clustering Toolbox
Version: 1.2.2
Date: 2020-11-08
Authors@R: c(person("Olga","Permiakova", role = c("aut", "cre"), email = "olga.permiakova@gmail.com"),
    person("Thomas","Burger",role = "aut",email = "thomas.burger@cea.fr"))
Maintainer: Olga Permiakova <olga.permiakova@gmail.com>
Description: Routines for efficient cluster analysis of large scale data. The package implements the 'CHICKN' 
      clustering algorithm, which clusters the data into K groups by relying on the compressed data version. 
      The package provides functions for data compression, hierarchical clustering and result post processing. 
      The used data compression procedure is based on the sketching learning N. 'Keriven', N. 'Tremblay', Y. 'Traonmilin', 
      R. 'Gribonval' (2017) <arXiv:1606.02838v2> and 'Nystrom' kernel approximation S. Wang, A. 'Gittens',
      M. W. 'Mahoney' (2019) <arXiv:1706.02803v4>. Hierarchical clustering relies on the 'Compressive' K means algorithm
      N. 'Keriven', A. 'Bourrier', R. 'Gribonval', P. Perez (2017) <arXiv:1610.08738v4>.
License: GPL (>= 2)
Encoding: UTF-8
Depends: R (>= 3.5)
Imports: Rcpp, bigstatsr (>= 1.2.3), RcppParallel, mvnfast, zipfR,
        MASS, pracma, nloptr, foreach, doRNG, parallel, doParallel,
        Rdpack
LinkingTo: Rcpp, RcppArmadillo, RcppParallel, bigstatsr (>= 1.2.3),
        rmio
SystemRequirements: C++11
RoxygenNote: 7.1.1
RdMacros: Rdpack
NeedsCompilation: yes
Packaged: 2020-11-08 16:26:04 UTC; satrix
Author: Olga Permiakova [aut, cre],
  Thomas Burger [aut]
Repository: CRAN
Date/Publication: 2020-11-12 17:20:07 UTC
