Package: modelDown
Title: Make Static HTML Website for Predictive Models
Version: 1.0.1
Authors@R: c(person("Przemysław", "Biecek", email = "przemyslaw.biecek@gmail.com", role = c("aut")), 
    person("Magda", "Tatarynowicz", email = "magda.tatarynowicz@gmail.com", role = c("aut")), 
    person("Kamil", "Romaszko", email = "kamil.romaszko@gmail.com", role = c("aut", "cre")), 
    person("Mateusz", "Urbański", email = "matiszak@gmail.com", role = c("aut")))
Description: Website generator with HTML summaries for predictive models.
    This package uses 'DALEX' explainers to describe global model behavior. 
    We can see how well models behave (tabs: Model Performance, Auditor),
    how much each variable contributes to predictions (tabs: Variable Response) 
    and which variables are the most important for a given model (tabs: Variable Importance).
    We can also compare Concept Drift for pairs of models (tabs: Drifter).
    Additionally, data available on the website can be easily recreated in current R session.
    Work on this package was financially supported by the NCN Opus grant 2017/27/B/ST6/01307 
    at Warsaw University of Technology, Faculty of Mathematics and Information Science.
Depends: R (>= 3.4.0)
License: Apache License 2.0
Encoding: UTF-8
LazyData: true
Imports: DALEX (>= 0.2.8),
    auditor (>= 0.3.0),
    ggplot2 (>= 3.1.0),
    whisker (>= 0.3-2),
    DT (>= 0.4),
    kableExtra (>= 0.9.0),
    psych (>= 1.8.4),
    archivist (>= 2.1.0),
    svglite (>= 1.2.1),
    devtools (>= 2.0.1),
    breakDown (>= 0.1.6),
    drifter (>= 0.2.1)
Suggests: ranger,
    testthat,
    useful
RoxygenNote: 6.1.1
URL: https://github.com/MI2DataLab/modelDown
BugReports: https://github.com/MI2DataLab/modelDown/issues
