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v1.4.2

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@nhejazi nhejazi released this 02 Feb 07:35
· 606 commits to master since this release
a119d47

v1.4.2 of sl3 is a major release, featuring numerous updates to core functionality and improvements to available learners, including

  • Updates to variable importance functionality, including calculation of risk ratio and risk differences under covariate deletion or permutation.
  • Addition of a importance_plot to summarize variable importance findings.
  • Additions of new methods reparameterize and retrain to Lrnr_base, which allows modification of the covariate set while training on a conserved task and prediction on a new task using previously trained learners, respectively.
  • Updates to variable importance functionality, including use of risk ratios.
  • Change Lrnr_hal9001 and Lrnr_glmnet to respect observation-level IDs.
  • Removal of Remotes and deprecation of Lrnr_rfcde and Lrnr_condensier.