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conda-forge / packages / r-survivalmodels

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, survival probabilities, or survival distributions with 'distr6' <https://CRAN.R-project.org/package=distr6>. 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>. Novel machine learning survival models wil be included in the package in near-future updates. Neural networks are implemented from the 'Python' package 'pycox' <https://github.com/havakv/pycox> and are detailed by Kvamme et al. (2019) <https://jmlr.org/papers/v20/18-424.html>. The 'Akritas' estimator is defined in Akritas (1994) <doi:10.1214/aos/1176325630>. 'DNNSurv' is defined in Zhao and Feng (2020) <arXiv:1908.02337>.

copied from cf-staging / r-survivalmodels
Type Size Name Uploaded Downloads Labels
conda 234.6 kB | win-64/r-survivalmodels-0.1.19-r41hfa435f1_0.conda  8 months and 25 days ago 142 main
conda 234.6 kB | osx-64/r-survivalmodels-0.1.19-r43h73e2aa4_0.conda  8 months and 25 days ago 146 main
conda 234.2 kB | osx-64/r-survivalmodels-0.1.19-r42h73e2aa4_0.conda  8 months and 25 days ago 125 main
conda 237.2 kB | linux-64/r-survivalmodels-0.1.19-r43h59595ed_0.conda  8 months and 25 days ago 896 main
conda 237.3 kB | linux-64/r-survivalmodels-0.1.19-r42h59595ed_0.conda  8 months and 25 days ago 849 main
conda 212.1 kB | win-64/r-survivalmodels-0.1.18-r41hfa435f1_0.conda  1 year and 13 days ago 172 main
conda 212.5 kB | osx-64/r-survivalmodels-0.1.18-r43h93d8f39_0.conda  1 year and 13 days ago 128 main
conda 212.1 kB | osx-64/r-survivalmodels-0.1.18-r42h93d8f39_0.conda  1 year and 13 days ago 139 main
conda 214.8 kB | linux-64/r-survivalmodels-0.1.18-r43h59595ed_0.conda  1 year and 13 days ago 905 main
conda 214.4 kB | linux-64/r-survivalmodels-0.1.18-r42h59595ed_0.conda  1 year and 13 days ago 940 main
conda 211.5 kB | win-64/r-survivalmodels-0.1.17-r41hfa435f1_0.conda  1 year and 1 month ago 210 main
conda 211.4 kB | osx-64/r-survivalmodels-0.1.17-r42h93d8f39_0.conda  1 year and 1 month ago 132 main
conda 211.2 kB | osx-64/r-survivalmodels-0.1.17-r43h93d8f39_0.conda  1 year and 1 month ago 135 main
conda 214.2 kB | linux-64/r-survivalmodels-0.1.17-r43h59595ed_0.conda  1 year and 1 month ago 928 main
conda 214.1 kB | linux-64/r-survivalmodels-0.1.17-r42h59595ed_0.conda  1 year and 1 month ago 942 main
conda 210.2 kB | win-64/r-survivalmodels-0.1.16-r41hfa435f1_0.conda  1 year and 1 month ago 214 main
conda 210.3 kB | osx-64/r-survivalmodels-0.1.16-r43h93d8f39_0.conda  1 year and 1 month ago 136 main
conda 210.7 kB | osx-64/r-survivalmodels-0.1.16-r42h93d8f39_0.conda  1 year and 1 month ago 136 main
conda 212.8 kB | linux-64/r-survivalmodels-0.1.16-r43h59595ed_0.conda  1 year and 1 month ago 960 main
conda 213.1 kB | linux-64/r-survivalmodels-0.1.16-r42h59595ed_0.conda  1 year and 1 month ago 931 main
conda 209.5 kB | win-64/r-survivalmodels-0.1.13-r41ha856d6a_2.conda  1 year and 5 months ago 358 main
conda 209.4 kB | osx-64/r-survivalmodels-0.1.13-r42hac7d2d5_2.conda  1 year and 5 months ago 140 main
conda 209.0 kB | osx-64/r-survivalmodels-0.1.13-r43hac7d2d5_2.conda  1 year and 5 months ago 157 main
conda 210.7 kB | linux-64/r-survivalmodels-0.1.13-r43ha503ecb_2.conda  1 year and 5 months ago 1127 main
conda 211.4 kB | linux-64/r-survivalmodels-0.1.13-r42ha503ecb_2.conda  1 year and 5 months ago 1121 main
conda 221.5 kB | win-64/r-survivalmodels-0.1.13-r41ha856d6a_1.tar.bz2  2 years and 1 month ago 576 main
conda 221.7 kB | osx-64/r-survivalmodels-0.1.13-r42h49197e3_1.tar.bz2  2 years and 1 month ago 84 main
conda 221.4 kB | osx-64/r-survivalmodels-0.1.13-r41h49197e3_1.tar.bz2  2 years and 1 month ago 87 main
conda 223.7 kB | linux-64/r-survivalmodels-0.1.13-r42h7525677_1.tar.bz2  2 years and 1 month ago 1582 main
conda 223.5 kB | linux-64/r-survivalmodels-0.1.13-r41h7525677_1.tar.bz2  2 years and 1 month ago 1549 main
conda 220.7 kB | win-64/r-survivalmodels-0.1.13-r41ha856d6a_0.tar.bz2  2 years and 7 months ago 707 main
conda 236.0 kB | win-64/r-survivalmodels-0.1.13-r40ha856d6a_0.tar.bz2  2 years and 7 months ago 684 main
conda 221.6 kB | osx-64/r-survivalmodels-0.1.13-r41h8619c4b_0.tar.bz2  2 years and 7 months ago 83 main
conda 221.3 kB | osx-64/r-survivalmodels-0.1.13-r40h8619c4b_0.tar.bz2  2 years and 7 months ago 79 main
conda 223.0 kB | linux-64/r-survivalmodels-0.1.13-r41h7525677_0.tar.bz2  2 years and 7 months ago 1891 main
conda 222.8 kB | linux-64/r-survivalmodels-0.1.13-r40h7525677_0.tar.bz2  2 years and 7 months ago 1830 main

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