Package: FoRecoML
Type: Package
Title: Forecast Reconciliation with Machine Learning
Version: 1.1.1.9000
Authors@R: c(
    person(
      given = "Daniele", 
      family = "Girolimetto",
      role = c("aut", "cre"),
      email = "daniele.girolimetto@unipd.it",
      comment = c(ORCID = "0000-0001-9387-1232")
    ),
    person(
      given = "Yangzhuoran Fin", 
      family = "Yang",
      role = c("aut"),
      email = "yangyangzhuoran@gmail.com",
      comment = c(ORCID = "0000-0002-1232-8017")
    ),
    person(
      given = "Jeroen", 
      family = "Rombouts",
      role = c("aut"),
      email = "rombouts@essec.edu",
      comment = c(ORCID = "0000-0003-2255-4875")
    ),
    person(
      given = "Ines", 
      family = "Wilms",
      role = c("aut"),
      email = "i.wilms@maastrichtuniversity.nl",
      comment = c(ORCID = "0000-0003-3269-4601")
    )
  )
Description: Nonlinear forecast reconciliation with machine learning in
        cross-sectional (Spiliotis et al. 2021
        <doi:10.1016/j.asoc.2021.107756>), temporal, and cross-temporal
        (Rombouts et al. 2024 <doi:10.1016/j.ijforecast.2024.05.008>)
        frameworks.
Depends: R (>= 3.4), Matrix, FoReco
Imports: stats, cli, methods, randomForest, lightgbm, xgboost, mlr3,
        mlr3tuning, mlr3learners, paradox
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.3
Roxygen: list(markdown = TRUE)
URL: https://github.com/danigiro/FoRecoML,
        https://danigiro.github.io/FoRecoML/
BugReports: https://github.com/danigiro/FoRecoML/issues
Suggests: testthat (>= 3.0.0), ranger
Config/testthat/edition: 3
Config/pak/sysreqs: make
Repository: https://danigiro.r-universe.dev
Date/Publication: 2026-07-13 07:23:33 UTC
RemoteUrl: https://github.com/danigiro/forecoml
RemoteRef: HEAD
RemoteSha: 4829fe92ac26d12ea26b40787721405b3933c310
NeedsCompilation: no
Packaged: 2026-10-11 09:39:40 UTC; root
Author: Daniele Girolimetto [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-9387-1232>),
  Yangzhuoran Fin Yang [aut] (ORCID:
    <https://orcid.org/0000-0002-1232-8017>),
  Jeroen Rombouts [aut] (ORCID: <https://orcid.org/0000-0003-2255-4875>),
  Ines Wilms [aut] (ORCID: <https://orcid.org/0000-0003-3269-4601>)
Maintainer: Daniele Girolimetto <daniele.girolimetto@unipd.it>