Barycenter: Wasserstein Barycenter

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Computation of a Wasserstein Barycenter. The package implements a method described in Cuturi (2014) "Fast Computation of Wasserstein Barycenters". The paper is available at <http://jmlr.org/proceedings/papers/v32/cuturi14.pdf>. To speed up the computation time the main iteration step is based on 'RcppArmadillo'.

Author
Marcel Klatt
Date of publication
2016-09-21 15:40:51
Maintainer
Marcel Klatt <marcel.klatt@stud.uni-goettingen.de>
License
GPL-2
Version
1.0

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Man pages

Barycenter
Computation of a Wasserstein Barycenter
eight
A small dataset to run the function Barycenter
MNIST_three
The full MNIST dataset of the digit three.
Subgradient
Smoothed Dual Optima

Files in this package

Barycenter
Barycenter/src
Barycenter/src/Makevars
Barycenter/src/Makevars.win
Barycenter/src/RcppExports.cpp
Barycenter/src/Subgradient.cpp
Barycenter/NAMESPACE
Barycenter/data
Barycenter/data/datalist
Barycenter/data/eight.RData
Barycenter/data/MNIST_three.RData
Barycenter/R
Barycenter/R/Barycenter.R
Barycenter/R/RcppExports.R
Barycenter/MD5
Barycenter/DESCRIPTION
Barycenter/man
Barycenter/man/figures
Barycenter/man/figures/threeMNIST.png
Barycenter/man/MNIST_three.Rd
Barycenter/man/eight.Rd
Barycenter/man/Barycenter.Rd
Barycenter/man/Subgradient.Rd