<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Models for Survival Analysis</dc:title>
  <dc:title>R package survivalmodels version 0.1.191</dc:title>
  <dc: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' &lt;https://CRAN.R-project.org/package=reticulate&gt;, from code in GitHub packages, or novel implementations using 'Rcpp' &lt;https://CRAN.R-project.org/package=Rcpp&gt;. Neural networks are implemented from the 'Python' package 'pycox' &lt;https://github.com/havakv/pycox&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: Rcpp (&gt;= 1.0.5)</dc:relation>
  <dc:relation>LinkingTo: Rcpp</dc:relation>
  <dc:relation>Suggests: keras (&gt;= 2.11.0), pseudo, reticulate, survival</dc:relation>
  <dc:creator>Yohann Foucher &lt;yohann.foucher@univ-poitiers.fr&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Raphael Sonabend [aut] (ORCID: &lt;https://orcid.org/0000-0001-9225-4654&gt;),
  Yohann Foucher [cre] (ORCID: &lt;https://orcid.org/0000-0003-0330-7457&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=survivalmodels/LICENSE)</dc:rights>
  <dc:date>2024-03-19</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=survivalmodels</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.survivalmodels</dc:identifier>
</oai_dc:dc>
