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DESCRIPTION
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Type: Package
Package: fastadi
Title: Self-Tuning Data Adaptive Matrix Imputation
Version: 0.1.1.9001
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',
<https://amstat.tandfonline.com/doi/abs/10.1080/10618600.2018.1518238>.
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
LazyData: true
Roxygen: list(markdown = TRUE, roclets = c ("namespace", "rd"))
RoxygenNote: 7.3.1.9000
Config/testthat/edition: 3