Package: approxOT 1.3
approxOT: Approximate and Exact Optimal Transport Methods
R and C++ functions to perform exact and approximate optimal transport. All C++ methods can be linked to other R packages via their header files.
Authors:
approxOT_1.3.tar.gz
approxOT_1.3.zip(r-4.7-x86_64)approxOT_1.3.zip(r-4.7-arm64)approxOT_1.3.zip(r-4.6-x86_64)approxOT_1.3.zip(r-4.6-arm64)approxOT_1.3.zip(r-4.5-x86_64)
approxOT_1.3.tgz(r-4.6-x86_64)approxOT_1.3.tgz(r-4.6-arm64)approxOT_1.3.tgz(r-4.5-x86_64)approxOT_1.3.tgz(r-4.5-arm64)
approxOT_1.3.tar.gz(r-4.7-arm64)approxOT_1.3.tar.gz(r-4.7-x86_64)approxOT_1.3.tar.gz(r-4.6-arm64)approxOT_1.3.tar.gz(r-4.6-x86_64)
approxOT_1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
approxOT/json (API)
| # Install 'approxOT' in R: |
| install.packages('approxOT', repos = c('https://ericdunipace.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ericdunipace/approxot/issues
Last updated from:5b2303b414. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 176 | ||
| linux-devel-x86_64 | OK | 148 | ||
| source / vignettes | OK | 231 | ||
| linux-release-arm64 | OK | 144 | ||
| linux-release-x86_64 | OK | 201 | ||
| macos-release-arm64 | OK | 140 | ||
| macos-release-x86_64 | OK | 237 | ||
| macos-oldrel-arm64 | OK | 173 | ||
| macos-oldrel-x86_64 | OK | 357 | ||
| windows-devel-arm64 | OK | 426 | ||
| windows-devel-x86_64 | OK | 267 | ||
| windows-release-arm64 | OK | 324 | ||
| windows-release-x86_64 | OK | 188 | ||
| windows-oldrel-x86_64 | OK | 232 | ||
| wasm-release | OK | 121 |
Exports:approxOT_threadsas.transport.plancost_calcgeneral_1d_transporthilbert.projectionis.transport.plansinkhorn_pottransport_optionstransport_plantransport_plan_given_Ctransport_plan_multimargwasserstein
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| An R package to perform exact and approximate optimal transport. | approxOT-package approxOT |
| Number of threads used by approxOT | approxOT_threads |
| Transform transportation plan to transportation matrix | as.matrix.transport.plan |
| Transform transportation matrix to transportation plan | as.transport.plan |
| Calculate cost matrix | cost_calc |
| Get order along the Hilbert curve | hilbert.projection |
| Check if function is a transport.plan | is.transport.plan |
| Function returning supported optimal transportation methods. | transport_options |
| Optimal transport plans | transport_plan |
| Optimal transport plans given a pre-specified cost | transport_plan_given_C |
| Multimarginal optimal transport plans | transport_plan_multimarg |
| Calculate the Wasserstein distance | wasserstein |