Package: drifter
Title: Concept Drift and Concept Shift Detection for Predictive Models
Version: 0.2.2
Authors@R: c(person("Przemyslaw", "Biecek", email = "przemyslaw.biecek@gmail.com", role = c("aut", "cre")),
             person("Katarzyna", "Pekala", role = "ctb"))
Description: Concept drift refers to the change in the data
        distribution or in the relationships between variables over
        time. 'drifter' calculates distances between variable
        distributions or variable relations and identifies both types
        of drift. Key functions are: calculate_covariate_drift() checks
        distance between corresponding variables in two datasets,
        calculate_residuals_drift() checks distance between residual
        distributions for two models, calculate_model_drift() checks
        distance between partial dependency profiles for two models,
        check_drift() executes all checks against drift. 'drifter' is a
        part of the 'DrWhy.AI' universe (Biecek 2018)
        <arXiv:1806.08915>.
Depends: R (>= 3.1)
License: GPL
Encoding: UTF-8
Imports: DALEX, dplyr, tidyr, ingredients
Suggests: testthat, ranger
RoxygenNote: 6.1.1
URL: https://ModelOriented.github.io/drifter/
BugReports: https://github.com/ModelOriented/drifter/issues
Config/pak/sysreqs: libicu-dev
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2019-09-24 08:31:48 UTC
RemoteUrl: https://github.com/modeloriented/drifter
RemoteRef: HEAD
RemoteSha: bad5d02695e9d7dddb4ecea94ce66f2efddd8da4
NeedsCompilation: no
Packaged: 2026-07-15 13:34:23 UTC; root
Author: Przemyslaw Biecek [aut, cre],
  Katarzyna Pekala [ctb]
Maintainer: Przemyslaw Biecek <przemyslaw.biecek@gmail.com>