mlr3proba: Probabilistic Supervised Learning for 'mlr3'

Provides extensions for probabilistic supervised learning for 'mlr3'. This includes extending the regression task to probabilistic and interval regression, adding a survival task, and other specialized models, predictions, and measures.

Version: 0.4.1
Depends: mlr3 (≥ 0.12.0), R (≥ 3.5.0)
Imports: checkmate, data.table, distr6 (≥ 1.6.0), mlr3misc (≥ 0.7.0), paradox (≥ 0.1.0), R6, Rcpp (≥ 1.0.4), survival
LinkingTo: Rcpp
Suggests: bujar, cubature, ggplot2, knitr, lgr, mlr3pipelines (≥ 0.3.4), pracma, rpart, set6 (≥ 0.1.7), simsurv, survAUC, testthat
Published: 2021-09-07
Author: Raphael Sonabend ORCID iD [aut, cre], Franz Kiraly [aut], Michel Lang ORCID iD [aut], Nurul Ain Toha [ctb], Andreas Bender ORCID iD [ctb]
Maintainer: Raphael Sonabend <raphaelsonabend at gmail.com>
BugReports: https://github.com/mlr-org/mlr3proba/issues
License: LGPL-3
URL: https://mlr3proba.mlr-org.com, https://github.com/mlr-org/mlr3proba
NeedsCompilation: yes
Citation: mlr3proba citation info
Materials: README NEWS
In views: MachineLearning, Survival
CRAN checks: mlr3proba results

Downloads:

Reference manual: mlr3proba.pdf
Package source: mlr3proba_0.4.1.tar.gz
Windows binaries: r-devel: mlr3proba_0.4.1.zip, r-devel-UCRT: mlr3proba_0.4.1.zip, r-release: mlr3proba_0.4.1.zip, r-oldrel: mlr3proba_0.4.1.zip
macOS binaries: r-release (arm64): mlr3proba_0.4.1.tgz, r-release (x86_64): mlr3proba_0.4.1.tgz, r-oldrel: mlr3proba_0.4.1.tgz
Old sources: mlr3proba archive

Reverse dependencies:

Reverse imports: highMLR, mlr3verse
Reverse suggests: mlr3learners, mlr3viz

Linking:

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