Package: predictset
Title: Conformal Prediction and Uncertainty Quantification
Version: 0.4.0
Authors@R: person("Charles", "Coverdale", email = "charlesfcoverdale@gmail.com",
    role = c("aut", "cre", "cph"))
Description: Implements conformal prediction methods for constructing
    prediction intervals (regression) and prediction sets (classification)
    with finite-sample coverage guarantees. Methods include split conformal,
    'CV+' and 'Jackknife+' (Barber et al. 2021) <doi:10.1214/20-AOS1965>,
    'Conformalized Quantile Regression' (Romano et al. 2019)
    <doi:10.48550/arXiv.1905.03222>, 'Adaptive Prediction Sets'
    (Romano, Sesia, Candes 2020) <doi:10.48550/arXiv.2006.02544>,
    'Regularized Adaptive Prediction Sets' (Angelopoulos et al. 2021)
    <doi:10.48550/arXiv.2009.14193>, Mondrian conformal prediction for
    group-conditional coverage (Vovk, Gammerman, and Shafer 2005)
    <doi:10.1007/b106715>, weighted conformal prediction for covariate shift
    (Tibshirani et al. 2019) <doi:10.48550/arXiv.1904.06019>, and adaptive
    conformal inference for sequential prediction (Gibbs and Candes 2021)
    <doi:10.48550/arXiv.2106.00170>.
    All methods are distribution-free and provide calibrated uncertainty
    quantification without parametric assumptions. Works with any model that can
    produce predictions from new data, including 'lm', 'glm', 'ranger',
    'xgboost', and custom user-defined models.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
URL: https://charlescoverdale.github.io/predictset/,
        https://github.com/charlescoverdale/predictset
BugReports: https://github.com/charlescoverdale/predictset/issues
RoxygenNote: 7.3.3
Depends: R (>= 4.1.0)
Imports: cli (>= 3.6.0), grDevices, graphics, stats
Suggests: testthat (>= 3.0.0), ranger, ggplot2, knitr, rmarkdown,
        parsnip (>= 1.0.0), probably, rsample, workflows
VignetteBuilder: knitr
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2026-09-08 07:04:27 UTC; charlescoverdale
Author: Charles Coverdale [aut, cre, cph]
Maintainer: Charles Coverdale <charlesfcoverdale@gmail.com>
Repository: CRAN
Date/Publication: 2026-09-08 07:20:02 UTC
Built: R 4.6.1; ; 2026-09-08 08:26:23 UTC; unix
