Package: LDNN 1.10

LDNN: Longitudinal Data Neural Network

This is a Neural Network regression model implementation using 'Keras', consisting of 10 Long Short-Term Memory layers that are fully connected along with the rest of the inputs.

Authors:Vasileios Karapoulios

LDNN_1.10.tar.gz
LDNN_1.10.zip(r-4.7-any)LDNN_1.10.zip(r-4.6-any)LDNN_1.10.zip(r-4.5-any)
LDNN_1.10.tgz(r-4.6-any)LDNN_1.10.tgz(r-4.5-any)
LDNN_1.10.tar.gz(r-4.7-any)LDNN_1.10.tar.gz(r-4.6-any)
LDNN_1.10.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
LDNN/json (API)

# Install 'LDNN' in R:

install.packages('LDNN', repos = c('https://vasileioskarapoulios.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vasileioskarapoulios/ldnn/issues

On CRAN:

3.70 score 3 scripts 269 downloads 3 exports 109 dependencies

Last updated from:288dcdb42d. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel	NOTE	153
source / vignettes	OK	204
linux-release	NOTE	133
macos-release	NOTE	176
macos-oldrel	NOTE	162
windows-devel	NOTE	113
windows-release	NOTE	97
windows-oldrel	NOTE	93
wasm-release	OK	122

Exports:create_model evaluate_model fit_model

Dependencies:askpass backports base64enc brew brio bslib cachem callr cli clipr commonmark config cpp11 crayon credentials curl desc devtools diffobj digest downlit ellipsis evaluate fansi fastmap fontawesome fs generics gert gitcreds glue here highr htmltools htmlwidgets httpuv httr2 ini jquerylib jsonlite keras knitr later lattice lifecycle magrittr Matrix memoise mime miniUI openssl otel pak pillar pkgbuild pkgconfig pkgdown pkgload png praise prettyunits processx profvis promises ps purrr R6 ragg rappdirs rcmdcheck Rcpp RcppTOML rdtools reticulate rlang rmarkdown roxygen2 rprojroot rstudioapi rversions sass sessioninfo shiny sourcetools stringi sys systemfonts tensorflow testthat textshaping tfautograph tfruns tibble tidyselect tinytex urlchecker usethis utf8 vctrs waldo whisker withr xfun xml2 xopen xtable yaml zeallot zip

LDNN package

Create the model | Arguments | Fit the model | Evaluate the model | Examples

Rendered frompackagevignette.Rmdusingknitr::rmarkdown

Last update: 2020-11-25
Started: 2020-11-25

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Pre-defined Neural Network for Longitudinal Data	create_model
Evaluate the pre-defined Neural Network for Longitudinal Data	evaluate_model
Fit the pre-defined Neural Network for Longitudinal Data	fit_model