Package: probably
Title: Tools for Post-Processing Predicted Values
Version: 1.2.0.9000
Authors@R: c(
    person("Max", "Kuhn", , "max@posit.co", role = c("aut", "cre")),
    person("Davis", "Vaughan", , "davis@posit.co", role = "aut"),
    person("Edgar", "Ruiz", , "edgar@posit.co", role = "aut"),
    person("Posit Software, PBC", role = c("cph", "fnd"),
           comment = c(ROR = "03wc8by49"))
  )
Description: Models can be improved by post-processing class
        probabilities, by: recalibration, conversion to hard
        probabilities, assessment of equivocal zones, and other
        activities. 'probably' contains tools for conducting these
        operations as well as calibration tools and conformal inference
        techniques for regression models.
License: MIT + file LICENSE
URL: https://github.com/tidymodels/probably,
        https://probably.tidymodels.org
BugReports: https://github.com/tidymodels/probably/issues
Depends: R (>= 4.1)
Imports: butcher, cli, dplyr (>= 1.1.0), furrr, generics (>= 0.1.3),
        ggplot2 (>= 3.5.2), hardhat, pillar, purrr, rlang (>= 1.1.0),
        tidyr (>= 1.3.0), tidyselect (>= 1.1.2), tune (>= 1.1.2), vctrs
        (>= 0.4.1), withr, workflows (>= 1.1.4), yardstick (>= 1.3.0)
Suggests: betacal, covr, knitr, MASS, mgcv, modeldata (>= 1.1.0), nnet,
        parsnip (>= 1.2.0), quantregForest, randomForest, recipes,
        rmarkdown, rsample, testthat (>= 3.0.0)
VignetteBuilder: knitr
ByteCompile: true
Config/Needs/website: tidyverse/tidytemplate
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Collate: 'bound_prediction.R' 'butcher.R' 'cal-apply-binary.R'
        'cal-apply-impl.R' 'cal-apply-multi.R' 'cal-apply-regression.R'
        'cal-apply.R' 'cal-estimate-beta.R' 'cal-estimate-isotonic.R'
        'cal-estimate-linear.R' 'cal-estimate-logistic.R'
        'cal-estimate-multinomial.R' 'cal-estimate-utils.R'
        'cal-estimate-none.R' 'cal-pkg-check.R' 'cal-plot-breaks.R'
        'cal-plot-logistic.R' 'cal-plot-regression.R'
        'cal-plot-utils.R' 'cal-plot-windowed.R' 'cal-utils.R'
        'cal-validate.R' 'class-pred.R' 'conformal_infer_cv.R'
        'conformal_infer_full.R' 'conformal_infer_quantile.R'
        'conformal_infer_split.R' 'data.R'
        'import-standalone-obj-type.R'
        'import-standalone-types-check.R' 'make_class_pred.R'
        'printing.R' 'probably-package.R' 'reexports.R'
        'threshold_perf.R' 'utils.R' 'vctrs-compat.R' 'zzz.R'
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev
Repository: https://tidymodels.r-universe.dev
Date/Publication: 2026-08-13 18:50:12 UTC
RemoteUrl: https://github.com/tidymodels/probably
RemoteRef: HEAD
RemoteSha: 974f0154cc7d44ae41d8072161996b23a19d3d2a
NeedsCompilation: no
Packaged: 2026-10-12 10:05:45 UTC; root
Author: Max Kuhn [aut, cre],
  Davis Vaughan [aut],
  Edgar Ruiz [aut],
  Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)
Maintainer: Max Kuhn <max@posit.co>