Tools for Computational Optimal Transport

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Documentation for package ‘T4transport’ version 0.1.3

• DESCRIPTION file.
• Package NEWS.

Help Pages

digit3	MNIST Images of Digit 3
digits	MNIST Images of All Digits
ecdfbary	Barycenter of Empirical CDFs
ecdfmed	Wasserstein Median of Empirical CDFs
fbary14C	Fixed-Support Barycenter by Cuturi & Doucet (2014)
fbary14Cdist	Fixed-Support Barycenter by Cuturi & Doucet (2014)
fbary15B	Fixed-Support Barycenter by Benamou et al. (2015)
fbary15Bdist	Fixed-Support Barycenter by Benamou et al. (2015)
gaussbary1d	Barycenter of Gaussian Distributions in \mathbb{R}
gaussbarypd	Barycenter of Gaussian Distributions in \mathbb{R}^p
gaussmed1d	Wasserstein Median of Gaussian Distributions in \mathbb{R}
gaussmedpd	Wasserstein Median of Gaussian Distributions in \mathbb{R}^p
gaussvis2d	Sampling from a Bivariate Gaussian Distribution for Visualization
histbary14C	Barycenter of Histograms by Cuturi and Doucet (2014)
histbary15B	Barycenter of Histograms by Benamou et al. (2015)
imagebary14C	Barycenter of Images according to Cuturi & Doucet (2014)
imagebary15B	Barycenter of Images according to Benamou et al. (2015)
ipot	Wasserstein Distance via Inexact Proximal Point Method
ipotD	Wasserstein Distance via Inexact Proximal Point Method
rbary23L	Free-Support Barycenter by von Lindheim (2023)
sinkhorn	Wasserstein Distance via Entropic Regularization and Sinkhorn Algorithm
sinkhornD	Wasserstein Distance via Entropic Regularization and Sinkhorn Algorithm
swdist	Sliced Wasserstein Distance
wasserstein	Wasserstein Distance via Linear Programming
wassersteinD	Wasserstein Distance via Linear Programming