ferrn

ferrn-package

<img src="figures/logo.png?package=ferrn&version=0.3.0" style="float: right" alt="logo" width="120">
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 <a href="https://journal.r-project.org/articles/RJ-2021-105/index.html">https://journal.r-project.org/articles/RJ-2021-105/index.html</a>.

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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/articles/RJ-2021-105/index.html>.

H. Sherry Zhang

Facilitate Exploration of touRR optimisatioN

Dianne Cook

Ursula Laa

Nicolas Langrené

Patricia Menéndez

ferrn-package function

Maintainer: H. Sherry Zhang <a href="/link/huizezhangsh%40gmail.com?package=ferrn&version=0.3.0" data-mini-rdoc="ferrn::huizezhangsh@gmail.com">huizezhangsh@gmail.com</a> (<a href="https://orcid.org/0000-0002-7122-1463">ORCID</a>)
Authors:<ul>
<li>Dianne Cook <a href="/link/dicook%40monash.edu?package=ferrn&version=0.3.0" data-mini-rdoc="ferrn::dicook@monash.edu">dicook@monash.edu</a> (<a href="https://orcid.org/0000-0002-3813-7155">ORCID</a>)</li>
<li>Ursula Laa <a href="/link/ursula.laa%40boku.ac.at?package=ferrn&version=0.3.0" data-mini-rdoc="ferrn::ursula.laa@boku.ac.at">ursula.laa@boku.ac.at</a> (<a href="https://orcid.org/0000-0002-0249-6439">ORCID</a>)</li>
<li>Nicolas Langrené <a href="/link/nicolaslangrene%40uic.edu.cn?package=ferrn&version=0.3.0" data-mini-rdoc="ferrn::nicolaslangrene@uic.edu.cn">nicolaslangrene@uic.edu.cn</a> (<a href="https://orcid.org/0000-0001-7601-4618">ORCID</a>)</li>
<li>Patricia Menéndez <a href="/link/patricia.menendez%40unimelb.edu.au?package=ferrn&version=0.3.0" data-mini-rdoc="ferrn::patricia.menendez@unimelb.edu.au">patricia.menendez@unimelb.edu.au</a> (<a href="https://orcid.org/0000-0003-0701-6315">ORCID</a>)</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
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 <a href='https://journal.r-project.org/articles/RJ-2021-105/index.html'>https://journal.r-project.org/articles/RJ-2021-105/index.html</a>.

ferrn: Facilitate Exploration of touRR optimisatioN — ferrn-package

Maintainer: H. Sherry Zhang <a href='mailto:huizezhangsh@gmail.com'>huizezhangsh@gmail.com</a> (<a href='https://orcid.org/0000-0002-7122-1463'>ORCID</a>)
Authors:<ul>
<li>Dianne Cook <a href='mailto:dicook@monash.edu'>dicook@monash.edu</a> (<a href='https://orcid.org/0000-0002-3813-7155'>ORCID</a>)</li>
<li>Ursula Laa <a href='mailto:ursula.laa@boku.ac.at'>ursula.laa@boku.ac.at</a> (<a href='https://orcid.org/0000-0002-0249-6439'>ORCID</a>)</li>
<li>Nicolas Langrené <a href='mailto:nicolaslangrene@uic.edu.cn'>nicolaslangrene@uic.edu.cn</a> (<a href='https://orcid.org/0000-0001-7601-4618'>ORCID</a>)</li>
<li>Patricia Menéndez <a href='mailto:patricia.menendez@unimelb.edu.au'>patricia.menendez@unimelb.edu.au</a> (<a href='https://orcid.org/0000-0003-0701-6315'>ORCID</a>)</li>
</ul>

ferrn-package: ferrn: Facilitate Exploration of touRR optimisatioN

Description

Arguments

Author

See Also