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All learners that previously lived in the mlr3learners organisation are now in the mlr3extralearners repository.
Fixed bottleneck in MeasureSurvLogloss
Bugfix in MeasureSurvCalibrationAlpha
Patch for valgrind
TaskDens now inherits from TaskUnsupervised which means target/truth has been removed. No specification of a target column is required, instead a one-column matrix-like object or numeric vector should be passed to the task backend and the density will be estimated for this column, or two columns and one set as weight.
Fixed bug in load_eruption to fix name of data columns
Added calibration plot for comparing average predicted survival distribution to Kaplan-Meier to mlr3viz
Removed unneccessary pracma dependency in learners
Fix in PipeOpDistrCompositor, previously base distribution was only using the first predicted distribution, now the baseline is taken by averaging over all predictions with uniform weights
mlr3proba 0.2.2
Default kernel for LearnerDensityKDE is now Epan to reduce imports
Minor internal patches for mlr3 0.6.0
Bug fix in MeasureSurvCalibrationBeta now returns NA not error if lp predict type not available