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WSGeometry
View on CRAN: Click
here
Download and install WSGeometry package within the R console
Install from CRAN:
install.packages("WSGeometry")
Install from Github:
library("remotes")
install_github("cran/WSGeometry")
Install by package version:
library("remotes")
install_version("WSGeometry", "1.2.1")
Attach the package and use:
library("WSGeometry")
Maintained by
Florian Heinemann
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
First Published: 2021-01-05
Latest Update: 2021-12-14
Description:
Includes a variety of methods to compute objects related to the 'Wasserstein distance' (also known as 'Kantorovich distance' or 'Earth-Mover distance'). The main effort of this package is to allow for computations of 'Wasserstein barycenter' using regularised, unregularised and stochastic methods. It also provides convenient wrappers to call the 'transport' package with more general inputs. Handy visual tools are provided to showcase, barycenters, animations of optimal transport geodesics and animations of principal components in the 'Wasserstein space'. It also includes tools to compute 'Kantorovich-Rubinstein' distances and barycenters.
How to cite:
Florian Heinemann (2021). WSGeometry: Geometric Tools Based on Balanced/Unbalanced Optimal Transport. R package version 1.2.1, https://cran.r-project.org/web/packages/WSGeometry. Accessed 28 Mar. 2025.
Previous versions and publish date:
Other packages that cited WSGeometry R package
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Other R packages that WSGeometry depends,
imports, suggests or enhances
Functions, R codes and Examples using
the WSGeometry R package
Some associated functions: barycenter_lp . bin2d . frechet_func . geodesic_pos . grid_positions . kr_bary . kr_dist . location_scatter_bary . multi_marginal . plotGeodesic . smear . wasserstein_bary . ws_bary_maaipm . ws_dist . ws_logpca .
Some associated R codes: RcppExports.R . barycenterMain.R . barycenter_lp.R . bin2d.R . frechet_func.R . grid_positions.R . import_packages.R . location_scatter_bary.R . logpca_nongrid.R . maaipm_multiscale.R . maaipm_wrap.R . maaipm_wrap_free.R . multimarginal_LP.R . smear.R . toolbox.R . umaaipm_multiscale.R . umaaipm_wrap.R . umaaipm_wrap_free.R . unbalanced_barycenter.R . unbalanced_transport.R . visual_geodesics.R . ws_dist.R . ws_geodesic.R . ws_maaipm.R . Full WSGeometry package functions and examples
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