Package: dnn
Type: Package
Title: Deep Neural Network Tools for Probability and Statistic Models
Version: 0.0.6
Date: 2024-03-12
Author: Bingshu E. Chen [aut, cre],
  Patrick Norman [aut, ctb],
  Wenyu Jiang [ctb],
  Wanlu Li [ctb]
Maintainer: Bingshu E. Chen <bingshu.chen@queensu.ca>
Authors@R: c(person(c("Bingshu", "E."), "Chen", role = c("aut", "cre"), email = "bingshu.chen@queensu.ca"), person("Patrick", "Norman", role = c("aut", "ctb")), person("Wenyu", "Jiang", role = "ctb"), person("Wanlu", "Li", role = "ctb"))
Depends: R (>= 3.5.0), ggplot2, survival, Rcpp
Imports: methods
LinkingTo: Rcpp, RcppArmadillo
Description: Contains tools to build deep neural network with flexible users define loss function and probability models. Several applications included in this package are, 1) The (deepAFT) model, a deep neural network model for accelerated failure time (AFT) model for survival data. 2) The (deepGLM) model, a deep neural network model for generalized linear model (glm) for continuous, categorical and Poisson data.
License: GPL (>= 2)
LazyLoad: yes
NeedsCompilation: yes
Packaged: 2024-03-14 15:42:28 UTC; b3chen
Repository: CRAN
Date/Publication: 2024-03-14 20:50:05 UTC
Built: R 4.2.3; aarch64-apple-darwin20; 2024-03-14 22:40:42 UTC; unix
Archs: dnn.so.dSYM
