Package: RWNN
Type: Package
Title: Random Weight Neural Networks
Version: 0.4
Date: 2024-08-29
Authors@R: person(given = c("Søren", "B."), family = "Vilsen", role = c("aut", "cre"), email = "svilsen@math.aau.dk") 
Description: Creation, estimation, and prediction of random weight
        neural networks (RWNN), Schmidt et al. (1992)
        <doi:10.1109/ICPR.1992.201708>, including popular variants like
        extreme learning machines, Huang et al. (2006)
        <doi:10.1016/j.neucom.2005.12.126>, sparse RWNN, Zhang et al.
        (2019) <doi:10.1016/j.neunet.2019.01.007>, and deep RWNN,
        Henríquez et al. (2018) <doi:10.1109/IJCNN.2018.8489703>. It
        further allows for the creation of ensemble RWNNs like bagging
        RWNN, Sui et al. (2021) <doi:10.1109/ECCE47101.2021.9595113>,
        boosting RWNN, stacking RWNN, and ensemble deep RWNN, Shi et
        al. (2021) <doi:10.1016/j.patcog.2021.107978>.
License: MIT + file LICENSE
Imports: methods, quadprog, randtoolbox, Rcpp (>= 1.0.4.6), stats,
        utils
LinkingTo: Rcpp, RcppArmadillo
Encoding: UTF-8
RoxygenNote: 7.3.1
Suggests: tinytest
Depends: R (>= 4.1.0)
LazyData: true
NeedsCompilation: yes
Packaged: 2026-10-06 13:14:57 UTC; root
Author: Søren B. Vilsen [aut, cre]
Maintainer: Søren B. Vilsen <svilsen@math.aau.dk>
Repository: https://cran.r-universe.dev
Date/Publication: 2024-09-04 02:51:50 UTC
RemoteUrl: https://github.com/cran/RWNN
RemoteRef: HEAD
RemoteSha: 731fbfcfd64167ab79879a705899501fd5c92526