Package: survivalmodels
Title: Models for Survival Analysis
Version: 0.1.191
Authors@R: 
    c(person(given = "Raphael",
           family = "Sonabend",
           role = c("aut"),
           comment = c(ORCID = "0000-0001-9225-4654")),
      person(given = "Yohann",
           family = "Foucher",
           role = c("cre"),
           email = "yohann.foucher@univ-poitiers.fr",
           comment = c(ORCID = "0000-0003-0330-7457")))
Description: Implementations of classical and machine learning models for survival analysis, including deep neural networks via 'keras' and 'tensorflow'. Each model includes a separated fit and predict interface with consistent prediction types for predicting risk or survival probabilities. Models are either implemented from 'Python' via 'reticulate' <https://CRAN.R-project.org/package=reticulate>, from code in GitHub packages, or novel implementations using 'Rcpp' <https://CRAN.R-project.org/package=Rcpp>. Neural networks are implemented from the 'Python' package 'pycox' <https://github.com/havakv/pycox>.
License: MIT + file LICENSE
URL: https://github.com/RaphaelS1/survivalmodels/
BugReports: https://github.com/foucher-y/survivalmodels/issues
Imports: Rcpp (>= 1.0.5)
Suggests: keras (>= 2.11.0), pseudo, reticulate, survival
LinkingTo: Rcpp
Encoding: UTF-8
NeedsCompilation: yes
Packaged: 2024-03-18 21:10:19 UTC; foucher-y
Author: Raphael Sonabend [aut] (<https://orcid.org/0000-0001-9225-4654>),
  Yohann Foucher [cre] (<https://orcid.org/0000-0003-0330-7457>)
Maintainer: Yohann Foucher <yohann.foucher@univ-poitiers.fr>
Repository: CRAN
Date/Publication: 2024-03-19 16:50:03 UTC
Built: R 4.2.3; aarch64-apple-darwin20; 2024-03-19 17:06:13 UTC; unix
Archs: survivalmodels.so.dSYM
