Package: hal9001
Title: The Scalable Highly Adaptive Lasso
Version: 0.2.5
Authors@R: c(
  person("Jeremy", "Coyle", email = "tlverse@gmail.com",
         role = c("aut", "cre"),
         comment = c(ORCID = "0000-0002-9874-6649")),
  person("Nima", "Hejazi", email = "nh@nimahejazi.org",
         role = "aut",
         comment = c(ORCID = "0000-0002-7127-2789")),
  person("David", "Benkeser", email = "benkeser@emory.edu",
         role = "ctb",
         comment = c(ORCID = "0000-0002-1019-8343")),
  person("Oleg", "Sofrygin", email = "oleg.sofrygin@gmail.com",
         role = "ctb"),
  person("Weixin", "Cai", email = "wcai@berkeley.edu",
         role = "ctb",
         comment = c(ORCID = "0000-0003-2680-3066")),
  person("Mark", "van der Laan", email = "laan@berkeley.edu",
         role = c("aut", "cph", "ths"),
         comment = c(ORCID = "0000-0003-1432-5511"))
  )
Description: A scalable implementation of the highly adaptive lasso algorithm,
  including routines for constructing sparse matrices of basis functions of the
  observed data, as well as a custom implementation of Lasso regression tailored
  to enhance efficiency when the matrix of predictors is composed exclusively of
  indicator functions. For ease of use and increased flexibility, the Lasso
  fitting routines may invoke code from the glmnet package optionally.
Depends: R (>= 3.1.0), Rcpp
License: GPL-3
URL: https://github.com/tlverse/hal9001
BugReports: https://github.com/tlverse/hal9001/issues
Encoding: UTF-8
LazyData: true
Imports: Matrix, stats, utils, methods, assertthat, origami (>= 0.8.1),
        glmnet
Suggests: testthat, knitr, rmarkdown, microbenchmark, future, ggplot2,
        dplyr, tidyr, stringr, survival, bit, data.table, SuperLearner
LinkingTo: Rcpp, RcppEigen
VignetteBuilder: knitr
RoxygenNote: 7.0.1
NeedsCompilation: yes
Packaged: 2019-11-29 18:46:54 UTC; nsh
Author: Jeremy Coyle [aut, cre] (<https://orcid.org/0000-0002-9874-6649>),
  Nima Hejazi [aut] (<https://orcid.org/0000-0002-7127-2789>),
  David Benkeser [ctb] (<https://orcid.org/0000-0002-1019-8343>),
  Oleg Sofrygin [ctb],
  Weixin Cai [ctb] (<https://orcid.org/0000-0003-2680-3066>),
  Mark van der Laan [aut, cph, ths]
    (<https://orcid.org/0000-0003-1432-5511>)
Maintainer: Jeremy Coyle <tlverse@gmail.com>
