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: 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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns