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survivalmodels

Models for Survival Analysis

v0.1.191 · Mar 19, 2024 · MIT + file LICENSE

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>.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies Rcpp survivalmodels

Version History

new 0.1.191 Mar 10, 2026
updated 0.1.191 ← 0.1.13 diff Mar 18, 2024
updated 0.1.13 ← 0.1.12 diff Mar 23, 2022
updated 0.1.12 ← 0.1.11 diff Mar 10, 2022
updated 0.1.11 ← 0.1.9 diff Feb 15, 2022
updated 0.1.9 ← 0.1.8 diff Sep 11, 2021
updated 0.1.8 ← 0.1.7 diff Apr 16, 2021
updated 0.1.7 ← 0.1.6 diff Mar 8, 2021
updated 0.1.6 ← 0.1.5 diff Feb 8, 2021
updated 0.1.5 ← 0.1.4 diff Jan 16, 2021
updated 0.1.4 ← 0.1.3 diff Nov 17, 2020
updated 0.1.3 ← 0.1.2 diff Nov 10, 2020
updated 0.1.2 ← 0.1.1 diff Nov 2, 2020
updated 0.1.1 ← 0.1.0 diff Oct 19, 2020
new 0.1.0 Oct 14, 2020