Other packages > Find by keyword >

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:
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 06 Mar. 2026.
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)
Other packages that cited WSGeometry R package
View WSGeometry citation profile
Other R packages that WSGeometry depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA