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DESCRIPTION
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Package: ferrn
Title: Facilitate Exploration of touRR optimisatioN
Version: 0.2.0
Authors@R: c(
person("H. Sherry","Zhang", email = "[email protected]", role = c("aut","cre"), comment = c(ORCID = "0000-0002-7122-1463")),
person("Dianne", "Cook", email = "[email protected]", role = "aut", comment = c(ORCID = "0000-0002-3813-7155")),
person("Ursula", "Laa", email = "[email protected]", role = "aut", comment = c(ORCID = "0000-0002-0249-6439")),
person("Nicolas", "Langrené", email = "[email protected]", role = "aut", comment = c(ORCID = "0000-0001-7601-4618")),
person("Patricia", "Menéndez", email = "[email protected] ", role = "aut", comment = c(ORCID = "0000-0003-0701-6315"))
)
Description: Diagnostic plots for optimisation, with a focus on projection pursuit. These show paths the optimiser
takes in the high-dimensional space in multiple ways: by reducing the dimension using principal component analysis, and
also using the tour to show the path on the high-dimensional space. Several botanical colour palettes are included, reflecting the
name of the package. A paper describing the methodology can be found at <https://journal.r-project.org/archive/2021/RJ-2021-105/index.html>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
URL: https://github.com/huizezhang-sherry/ferrn/, https://huizezhang-sherry.github.io/ferrn
BugReports: https://github.com/huizezhang-sherry/ferrn/issues
Imports:
rlang (>= 0.1.2),
dplyr,
magrittr,
scales,
gganimate,
ggplot2,
tibble,
purrr,
tourr,
stringr,
ggrepel,
ggforce,
tidyr,
cli,
progress,
glue,
GpGp
RoxygenNote: 7.3.2
Depends:
R (>= 2.10)
Suggests:
roxygen2,
covr,
pkgdown,
testthat,
forcats,
patchwork,
future.apply,
ash,
vdiffr
Language: en-GB