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WSGeometry  

Geometric Tools Based on Balanced/Unbalanced Optimal Transport
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]
All associated links for this package
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 21 Nov. 2024.
Previous versions and publish date:
1.0 (2021-01-05 11:00), 1.1 (2021-04-08 12:30), 1.2.1 (2021-12-15 00:00), 1.2 (2021-12-10 13:50)
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