Software Open Access

scikit-survival

Sebastian Pölsterl


JSON-LD (schema.org) Export

{
  "description": "<p>This release adds the <em>ties</em> argument to <a href=\"https://scikit-survival.readthedocs.io/en/latest/generated/sksurv.linear_model.CoxPHSurvivalAnalysis.html#sksurv.linear_model.CoxPHSurvivalAnalysis\">sksurv.linear_model.CoxPHSurvivalAnalysis</a> to choose between Breslow's and Efron's likelihood in the presence of tied event times. Moreover, <a href=\"https://scikit-survival.readthedocs.io/en/latest/generated/sksurv.compare.compare_survival.html#sksurv.compare.compare_survival\">sksurv.compare.compare_survival()</a> has been added, which implements the log-rank hypothesis test for comparing the survival function of 2 or more groups.</p>\nEnhancements\n<ul>\n<li>Update API doc of predict function of boosting estimators (#75).</li>\n<li>Clarify documentation for GradientBoostingSurvivalAnalysis (#78).</li>\n<li>Implement Efron's likelihood for handling tied event times.</li>\n<li>Implement log-rank test for comparing survival curves.</li>\n<li>Add support for scipy 1.3.1 (#66).</li>\n</ul>\nBug fixes\n<ul>\n<li>Re-add <em>baseline<em>survival</em></em> and <em>cum_baseline<em>hazard</em></em> attributes to <a href=\"https://scikit-survival.readthedocs.io/en/latest/generated/sksurv.linear_model.CoxPHSurvivalAnalysis.html#sksurv.linear_model.CoxPHSurvivalAnalysis\">sksurv.linear_model.CoxPHSurvivalAnalysis</a> (#76).</li>\n</ul>", 
  "license": "http://www.opensource.org/licenses/GPL-3.0", 
  "creator": [
    {
      "@type": "Person", 
      "name": "Sebastian P\u00f6lsterl"
    }
  ], 
  "url": "https://zenodo.org/record/3384168", 
  "codeRepository": "https://github.com/sebp/scikit-survival/tree/v0.10", 
  "datePublished": "2019-09-02", 
  "version": "v0.10", 
  "keywords": [
    "survival-analysis", 
    "machine-learning", 
    "python", 
    "scikit-learn"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3384168", 
  "@id": "https://doi.org/10.5281/zenodo.3384168", 
  "@type": "SoftwareSourceCode", 
  "name": "scikit-survival"
}
293
21
views
downloads
All versions This version
Views 29312
Downloads 215
Data volume 21.3 MB5.1 MB
Unique views 23511
Unique downloads 173

Share

Cite as