Package: WpProj 0.3.1

WpProj: Linear p-Wasserstein Projections

Performs Wasserstein projections from the predictive distributions of any model into the space of predictive distributions of linear models. We utilize L1 penalties to also reduce the complexity of the model space. This package employs the methods as described in Dunipace, Eric and Lorenzo Trippa (2020) <doi:10.48550/arXiv.2012.09999>.

Authors:Eric Dunipace [aut, cre], Clemens Schmid [ctb], Espen Bernton [ctb], Mathieu Gerber [ctb], Pierre Jacob [ctb], Bin Dai [ctb], Jared Huling [ctb], Yixuan Qiu [ctb], Dominic Schuhmacher [ctb], Nicolas Bonneel [ctb]

WpProj_0.3.1.tar.gz
WpProj_0.3.1.zip(r-4.7-x86_64)WpProj_0.3.1.zip(r-4.7-arm64)WpProj_0.3.1.zip(r-4.6-x86_64)WpProj_0.3.1.zip(r-4.6-arm64)WpProj_0.3.1.zip(r-4.5-x86_64)
WpProj_0.3.1.tgz(r-4.6-x86_64)WpProj_0.3.1.tgz(r-4.6-arm64)WpProj_0.3.1.tgz(r-4.5-x86_64)WpProj_0.3.1.tgz(r-4.5-arm64)
WpProj_0.3.1.tar.gz(r-4.7-arm64)WpProj_0.3.1.tar.gz(r-4.7-x86_64)WpProj_0.3.1.tar.gz(r-4.6-arm64)WpProj_0.3.1.tar.gz(r-4.6-x86_64)
WpProj_0.3.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
WpProj/json (API)

# Install 'WpProj' in R:
install.packages('WpProj', repos = c('https://ericdunipace.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ericdunipace/wpproj/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

3.48 score 5 scripts 361 downloads 16 exports 62 dependencies

Last updated from:25b25e6e5c. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK296
linux-devel-x86_64OK356
source / vignettesOK291
linux-release-arm64OK323
linux-release-x86_64OK364
macos-release-arm64OK348
macos-release-x86_64OK793
macos-oldrel-arm64OK340
macos-oldrel-x86_64OK762
windows-devel-arm64OK438
windows-devel-x86_64OK426
windows-release-arm64OK389
windows-release-x86_64OK412
windows-oldrel-x86_64OK265
wasm-releaseOK143

Exports:binary_program_method_optionscombine.WPR2distCompareHCL0_method_optionsL1_method_optionsL1_penalty_optionsplotridgePlotsimulated_annealing_method_optionsstepwise_method_optionstransport_optionswassersteinWpProjWPR2WPVI

Dependencies:approxOTbackportsBHbigmemorybigmemory.sricheckmateclicodetoolsdata.tabledigestdoFuturedplyrECOSolveRforeachfuturefuture.applygenericsglmnetglobalsgluehqreghrqglasiteratorslatticelifecyclelistenvlpSolveAPImagrittrMASSMatrixMatrixModelsoemparallellypillarpkgconfigplyrquantregR6rbibutilsRcppRcppArmadilloRcppCGALRcppEigenRcppProgressRdpackregistryrlangROIROI.plugin.ecosROI.plugin.lpsolverqPenRSpectrashapeslamSparseMsurvivaltibbletidyselectutf8uuidvctrswithr