Package: NADIA
Type: Package
Title: NA Data Imputation Algorithms
Version: 0.4.0
Author: Jan Borowski, Piotr Fic
Maintainer: Jan Borowski <janborowka7@gmail.com>
Description: Package crate uniform interface for several advanced imputations missing data methods. Every available method can be used as a part of 'mlr3' pipelines whats allow easy tuning and performance evaluation. Most of the used function work separately on train and test sets ( imputation is trained on the training set and impute train data, after that imputation is again trained on test set and impute test data). 
License: GPL
Depends: mlr3, mlr3pipelines, paradox
Imports: mlr3learners, missForest, missMDA, doParallel, testthat,
        Amelia, VIM, softImpute, missRanger, methods, mice, data.table,
        foreach, glmnet
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1.9000
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2020-11-21 09:25:44 UTC; jan
Repository: CRAN
Date/Publication: 2020-11-23 10:20:02 UTC
