Package: ExhaustiveSearch
Type: Package
Title: A Fast and Scalable Exhaustive Feature Selection Framework
Version: 1.0.2
Authors@R: 
    c(person(given = "Rudolf",
             family = "Jagdhuber",
             role = c("aut", "cre"),
             email = "r.jagdhuber@gmail.com"),
      person(given = "Jorge",
             family = "Nocedal",
             role = "cph",
             comment = "lbfgs c library"),
      person(given = "Naoaki",
             family = "Okazaki",
             role = "cph",
             comment = "lbfgs c library"))
Description: The goal of this package is to provide an easy to use,
        fast and scalable exhaustive search framework. Exhaustive
        feature selections typically require a very large number of
        models to be fitted and evaluated. Execution speed and memory
        management are crucial factors here. This package provides
        solutions for both. Execution speed is optimized by using a
        multi-threaded C++ backend, and memory issues are solved by by
        only storing the best results during execution and thus keeping
        memory usage constant.
License: GPL (>= 3)
Encoding: UTF-8
Imports: Rcpp
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.3.3
Roxygen: list(markdown = TRUE)
URL: https://github.com/RudolfJagdhuber/ExhaustiveSearch
BugReports: https://github.com/RudolfJagdhuber/ExhaustiveSearch/issues
Suggests: mlbench
Repository: https://rudolfjagdhuber.r-universe.dev
Date/Publication: 2025-09-19 12:59:32 UTC
RemoteUrl: https://github.com/rudolfjagdhuber/exhaustivesearch
RemoteRef: HEAD
RemoteSha: 8850d71b0d5748b3cc644a08ac8bf2ac901bc77e
NeedsCompilation: yes
Packaged: 2026-10-14 07:55:20 UTC; root
Author: Rudolf Jagdhuber [aut, cre],
  Jorge Nocedal [cph] (lbfgs c library),
  Naoaki Okazaki [cph] (lbfgs c library)
Maintainer: Rudolf Jagdhuber <r.jagdhuber@gmail.com>