Type: Package
Package: fastadi
Title: Self-Tuning Data Adaptive Matrix Imputation
Version: 0.1.2
Authors@R: 
    c(person(given = "Alex",
             family = "Hayes",
             role = c("aut", "cre", "cph"),
             email = "alexpghayes@gmail.com",
             comment = c(ORCID = "0000-0002-4985-5160")),
      person(given = "Juhee",
             family = "Cho",
             role = "aut"),
      person(given = "Donggyu",
             family = "Kim",
             role = "aut"),
      person(given = "Karl",
             family = "Rohe",
             role = "aut"))
Description: Implements the AdaptiveImpute matrix completion
    algorithm of 'Intelligent Initialization and Adaptive Thresholding for
    Iterative Matrix Completion' <doi:10.1080/10618600.2018.1518238> as
    well as the specialized variant of 'Co-Factor Analysis of
    Citation Networks' <doi:10.1080/10618600.2024.2394464>.
    AdaptiveImpute is useful for embedding sparsely observed matrices,
    often out performs competing matrix completion algorithms, and
    self-tunes its hyperparameter, making usage easy.
License: MIT + file LICENSE
URL: https://rohelab.github.io/fastadi/,
        https://github.com/RoheLab/fastadi
BugReports: https://github.com/RoheLab/fastadi/issues
Depends: LRMF3, Matrix, R (>= 3.1)
Imports: glue, logger, methods, Rcpp, rlang, RSpectra,
Suggests: invertiforms, covr, knitr, rmarkdown, testthat (>= 3.0.0)
LinkingTo: Rcpp, RcppArmadillo
Encoding: UTF-8
RoxygenNote: 7.3.2
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2025-05-02 15:36:36 UTC; alex
Author: Alex Hayes [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-4985-5160>),
  Juhee Cho [aut],
  Donggyu Kim [aut],
  Karl Rohe [aut]
Maintainer: Alex Hayes <alexpghayes@gmail.com>
Repository: CRAN
Date/Publication: 2025-05-02 16:00:02 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2025-08-18 07:26:16 UTC; unix
Archs: fastadi.so.dSYM
