Tools for Computational Optimal Transport

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Documentation for package ‘T4transport’ version 0.1.2

• DESCRIPTION file.
• Package NEWS.

Help Pages

bary14C	Barycenter by Cuturi & Doucet (2014)
bary14Cdist	Barycenter by Cuturi & Doucet (2014)
bary15B	Barycenter by Benamou et al. (2015)
bary15Bdist	Barycenter by Benamou et al. (2015)
digit3	MNIST Images of Digit 3
digits	MNIST Images of All Digits
ecdfbary	Barycenter of Empirical CDFs
ecdfmed	Wasserstein Median of Empirical CDFs
gaussbary1d	Barycenter of Gaussian Distributions in \mathbf{R}
gaussbarypd	Barycenter of Gaussian Distributions in \mathbf{R}^p
gaussmed1d	Wasserstein Median of Gaussian Distributions in \mathbf{R}
gaussmedpd	Wasserstein Median of Gaussian Distributions in \mathbf{R}^p
gaussvis2d	Sampling from a Bivariate Gaussian Distribution for Visualization
histbary14C	Barycenter of Histograms by Cuturi & Doucet (2014)
histbary15B	Barycenter of Histograms by Benamou et al. (2015)
histmed22Y	Wasserstein Median of Histograms by You et al. (2022)
imagebary14C	Barycenter of Images according to Cuturi & Doucet (2014)
imagebary15B	Barycenter of Images according to Benamou et al. (2015)
imagemed22Y	Wasserstein Median of Images by You et al. (2022)
ipot	Wasserstein Distance by Inexact Proximal Point Method
ipotD	Wasserstein Distance by Inexact Proximal Point Method
sinkhorn	Wasserstein Distance by Entropic Regularization
sinkhornD	Wasserstein Distance by Entropic Regularization
swdist	Sliced Wasserstein Distance
wasserstein	Wasserstein Distance between Empirical Measures
wassersteinD	Wasserstein Distance between Empirical Measures