Package: predictset
Title: Conformal Prediction and Uncertainty Quantification
Version: 0.3.2
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
Roxygen: list(markdown = TRUE)
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
Repository: https://charlescoverdale.r-universe.dev
Date/Publication: 2026-05-30 15:06:31 UTC
RemoteUrl: https://github.com/charlescoverdale/predictset
RemoteRef: HEAD
RemoteSha: 350b68bf5f8468a491aad60c414a1b300dad986e
NeedsCompilation: no
Packaged: 2026-07-04 09:01:13 UTC; root
Author: Charles Coverdale [aut, cre, cph]
Maintainer: Charles Coverdale <charlesfcoverdale@gmail.com>