Software Open Access

scikit-survival

Sebastian Pölsterl


Dublin Core Export

<?xml version='1.0' encoding='utf-8'?>
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" 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:creator>Sebastian Pölsterl</dc:creator>
  <dc:date>2019-09-02</dc:date>
  <dc:description>This release adds the ties argument to sksurv.linear_model.CoxPHSurvivalAnalysis to choose between Breslow's and Efron's likelihood in the presence of tied event times. Moreover, sksurv.compare.compare_survival() has been added, which implements the log-rank hypothesis test for comparing the survival function of 2 or more groups.
Enhancements

Update API doc of predict function of boosting estimators (#75).
Clarify documentation for GradientBoostingSurvivalAnalysis (#78).
Implement Efron's likelihood for handling tied event times.
Implement log-rank test for comparing survival curves.
Add support for scipy 1.3.1 (#66).

Bug fixes

Re-add baselinesurvival and cum_baselinehazard attributes to sksurv.linear_model.CoxPHSurvivalAnalysis (#76).
</dc:description>
  <dc:identifier>https://zenodo.org/record/3384168</dc:identifier>
  <dc:identifier>10.5281/zenodo.3384168</dc:identifier>
  <dc:identifier>oai:zenodo.org:3384168</dc:identifier>
  <dc:relation>url:https://github.com/sebp/scikit-survival/tree/v0.10</dc:relation>
  <dc:relation>doi:10.5281/zenodo.3352342</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>http://www.opensource.org/licenses/GPL-3.0</dc:rights>
  <dc:subject>survival-analysis</dc:subject>
  <dc:subject>machine-learning</dc:subject>
  <dc:subject>python</dc:subject>
  <dc:subject>scikit-learn</dc:subject>
  <dc:title>scikit-survival</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>
289
21
views
downloads
All versions This version
Views 28910
Downloads 215
Data volume 21.3 MB5.1 MB
Unique views 2339
Unique downloads 173

Share

Cite as