Package: predhy.GUI
Type: Package
Title: Genomic Prediction of Hybrid Performance with Graphical User
        Interface
Version: 1.0
Authors@R: 
     c(
     person("Yang","Xu",email="xuyang_89@126.com",role=c("aut")),
     person("Guangning","Yu",role=c("aut")),
     person("Yuxiang","Zhang",email="yuxiangzhang_99@foxmail.com",role=c("aut","cre")),
     person("Yanru","Cui",role=c("ctb")),
     person("Shizhong","Xu",role=c("ctb")),
     person("Chenwu","Xu",role=c("ctb")))
Description: Performs genomic prediction of hybrid performance using eight GS methods including GBLUP, BayesB, RKHS, PLS, LASSO, Elastic net, Random forest and XGBoost.
             GBLUP: genomic best liner unbiased prediction, RKHS: reproducing kernel Hilbert space, PLS: partial least squares regression, LASSO: least absolute shrinkage and selection operator, XGBoost: extreme gradient boosting.
             It also provides fast cross-validation and mating design scheme for training population (Xu S et al (2016) <doi:10.1111/tpj.13242>; Xu S (2017) <doi:10.1534/g3.116.038059>).
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Depends: R (>= 4.1.0)
Imports: shiny, data.table, DT, predhy(>= 1.2.1), BGLR, pls, glmnet,
        randomForest, xgboost, foreach, doParallel, parallel, htmltools
NeedsCompilation: no
Packaged: 2023-02-20 01:34:02 UTC; BUQING
Repository: CRAN
Date/Publication: 2023-02-21 11:40:03 UTC
Author: Yang Xu [aut],
  Guangning Yu [aut],
  Yuxiang Zhang [aut, cre],
  Yanru Cui [ctb],
  Shizhong Xu [ctb],
  Chenwu Xu [ctb]
Maintainer: Yuxiang Zhang <yuxiangzhang_99@foxmail.com>
Built: R 4.2.3; ; 2024-04-24 02:47:20 UTC; windows
