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
URL: https://github.com/RudolfJagdhuber/ExhaustiveSearch
BugReports: https://github.com/RudolfJagdhuber/ExhaustiveSearch/issues
Suggests: mlbench
NeedsCompilation: yes
Packaged: 2025-09-19 07:40:00 UTC; jagdhuber
Author: Rudolf Jagdhuber [aut, cre],
  Jorge Nocedal [cph] (lbfgs c library),
  Naoaki Okazaki [cph] (lbfgs c library)
Maintainer: Rudolf Jagdhuber <r.jagdhuber@gmail.com>
Repository: CRAN
Date/Publication: 2025-09-19 08:00:02 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-26 17:39:06 UTC; unix
Archs: ExhaustiveSearch.so.dSYM
