{ "_id": "6aae73d53d719c1f8407d109", "Package": "predictset", "Title": "Conformal Prediction and Uncertainty Quantification", "Version": "0.4.0", "Authors@R": "person(\"Charles\", \"Coverdale\", email = \"charlesfcoverdale@gmail.com\",\nrole = c(\"aut\", \"cre\", \"cph\"))", "Description": "Implements conformal prediction methods for constructing\nprediction intervals (regression) and prediction sets\n(classification) with finite-sample coverage guarantees.\nMethods include split conformal, 'CV+' and 'Jackknife+' (Barber\net al. 2021) , 'Conformalized Quantile\nRegression' (Romano et al. 2019)\n, 'Adaptive Prediction Sets'\n(Romano, Sesia, Candes 2020) ,\n'Regularized Adaptive Prediction Sets' (Angelopoulos et al.\n2021) , Mondrian conformal\nprediction for group-conditional coverage (Vovk, Gammerman, and\nShafer 2005) , weighted conformal\nprediction for covariate shift (Tibshirani et al. 2019)\n, and adaptive conformal\ninference for sequential prediction (Gibbs and Candes 2021)\n. All methods are\ndistribution-free and provide calibrated uncertainty\nquantification without parametric assumptions. Works with any\nmodel that can produce predictions from new data, including\n'lm', 'glm', 'ranger', 'xgboost', and custom user-defined\nmodels.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Language": "en-US", "URL": "https://charlescoverdale.github.io/predictset/,\nhttps://github.com/charlescoverdale/predictset", "BugReports": "https://github.com/charlescoverdale/predictset/issues", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Repository": "https://charlescoverdale.r-universe.dev", "Date/Publication": "2026-09-19 10:23:50 UTC", "RemoteUrl": "https://github.com/charlescoverdale/predictset", "RemoteRef": "HEAD", "RemoteSha": "9dced83479e417fbe0b98ddf5fe9253de4e86af9", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-19 11:25:25 UTC", "User": "root" }, "Author": "Charles Coverdale [aut, cre, cph]", "Maintainer": "Charles Coverdale ", "_user": "charlescoverdale", "_type": "src", "_file": 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hands them\nan old API.\n", "time": 1789813430 }, "_maintainer": { "name": "Charles Coverdale", "email": "charlesfcoverdale@gmail.com", "login": "charlescoverdale", "linkedin": "in/charlescoverdale", "twitter": "@cfcoverdale", "description": "economics | climate science | R", "uuid": 21993492 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "cli", "version": ">= 3.6.0", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "ranger", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "parsnip", "version": ">= 1.0.0", "role": "Suggests" }, { "package": "probably", "role": "Suggests" }, { 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