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mlr3 0.23.0

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@be-marc be-marc released this 12 Mar 13:43
  • feat: Add new col_role offset in Task and offset Learner property.
    A warning is produced if a learner that doesn't support offsets is trained with a task that has an offset column.
  • fix: The $predict_newdata() method of Learner now automatically conducts type conversions (#685).
  • BREAKING_CHANGE: Predicting on a Task with the wrong column information is now an error and not a warning.
  • Column names with UTF-8 characters are now allowed by default.
    The option mlr3.allow_utf8_names is removed.
  • BREAKING CHANGE: Learner$predict_types is read-only now.
  • docs: Clear up behavior of Learner$predict_type after training.
  • feat: Add callbacks to resample() and benchmark().
  • fix: Internal tuning and validation now works when the model requires marshaling (#1256).