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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).