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DESCRIPTION
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DESCRIPTION
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Package: finetune
Title: Additional Functions for Model Tuning
Version: 1.2.0.9000
Authors@R: c(
person("Max", "Kuhn", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-2402-136X")),
person("Posit Software, PBC", role = c("cph", "fnd"))
)
Description: The ability to tune models is important. 'finetune' enhances
the 'tune' package by providing more specialized methods for finding
reasonable values of model tuning parameters. Two racing methods
described by Kuhn (2014) <arXiv:1405.6974> are included. An iterative
search method using generalized simulated annealing (Bohachevsky,
Johnson and Stein, 1986) <doi:10.1080/00401706.1986.10488128> is also
included.
License: MIT + file LICENSE
URL: https://github.com/tidymodels/finetune,
https://finetune.tidymodels.org
BugReports: https://github.com/tidymodels/finetune/issues
Depends:
R (>= 3.5),
tune (>= 1.2.0)
Imports:
cli,
dials (>= 0.3.0),
dplyr (>= 1.1.1),
ggplot2,
parsnip (>= 1.1.0),
purrr (>= 1.0.0),
rlang,
tibble,
tidyr,
tidyselect,
utils,
vctrs,
workflows (>= 0.2.6)
Suggests:
BradleyTerry2,
covr,
discrim,
kknn,
klaR,
lme4,
modeldata,
ranger,
recipes (>= 0.2.0),
rpart,
rsample,
spelling,
testthat,
yardstick
Config/Needs/website: tidyverse/tidytemplate
Config/testthat/edition: 3
Encoding: UTF-8
Language: en-US
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2