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>.
Version: | 0.1.0 |
Depends: | R (≥ 2.10) |
Imports: | rlang (≥ 0.1.2), dplyr, magrittr, scales, gganimate, ggplot2, tibble, purrr, tourr, stringr, ggrepel, ggforce, tidyr, cli, progress, glue, GpGp |
Suggests: | roxygen2, covr, pkgdown, testthat, forcats, patchwork, future.apply |
Published: | 2024-06-23 |
DOI: | 10.32614/CRAN.package.ferrn |
Author: | H. Sherry Zhang |
Maintainer: | H. Sherry Zhang <huizezhangsh at gmail.com> |
BugReports: | https://github.com/huizezhang-sherry/ferrn/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/huizezhang-sherry/ferrn/ |
NeedsCompilation: | no |
Language: | en-GB |
Citation: | ferrn citation info |
Materials: | README NEWS |
In views: | DynamicVisualizations |
CRAN checks: | ferrn results |
Reference manual: | ferrn.pdf |
Package source: | ferrn_0.1.0.tar.gz |
Windows binaries: | r-devel: ferrn_0.1.0.zip, r-release: ferrn_0.1.0.zip, r-oldrel: ferrn_0.1.0.zip |
macOS binaries: | r-devel (arm64): ferrn_0.1.0.tgz, r-release (arm64): ferrn_0.1.0.tgz, r-oldrel (arm64): ferrn_0.1.0.tgz, r-devel (x86_64): ferrn_0.1.0.tgz, r-release (x86_64): ferrn_0.1.0.tgz, r-oldrel (x86_64): ferrn_0.1.0.tgz |
Old sources: | ferrn archive |
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