Package: OSFD 1.0
OSFD: Output Space-Filling Design
A method to generate a design in the input space that sequentially fills the output space of a black-box function. The output space-filling design will be helpful in inverse design or feature-based modeling problem. Please see Wang et al.(2023) <doi:10.48550/arXiv.2305.07202> for details. This work is supported by U.S. National Foundation grant CMMI-1921646.
Authors:
OSFD_1.0.tar.gz
OSFD_1.0.zip(r-4.5)OSFD_1.0.zip(r-4.4)OSFD_1.0.zip(r-4.3)
OSFD_1.0.tgz(r-4.4-x86_64)OSFD_1.0.tgz(r-4.4-arm64)OSFD_1.0.tgz(r-4.3-x86_64)OSFD_1.0.tgz(r-4.3-arm64)
OSFD_1.0.tar.gz(r-4.5-noble)OSFD_1.0.tar.gz(r-4.4-noble)
OSFD_1.0.tgz(r-4.4-emscripten)OSFD_1.0.tgz(r-4.3-emscripten)
OSFD.pdf |OSFD.html✨
OSFD/json (API)
| # Install 'OSFD' in R: |
| install.packages('OSFD', repos = c('https://shangkun-wang.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:09475c480f. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 12 2024 |
| R-4.5-win-x86_64 | OK | Nov 13 2024 |
| R-4.5-linux-x86_64 | OK | Nov 12 2024 |
| R-4.4-win-x86_64 | OK | Nov 13 2024 |
| R-4.4-mac-x86_64 | OK | Nov 13 2024 |
| R-4.4-mac-aarch64 | OK | Nov 13 2024 |
| R-4.3-win-x86_64 | OK | Nov 13 2024 |
| R-4.3-mac-x86_64 | OK | Nov 13 2024 |
| R-4.3-mac-aarch64 | OK | Nov 13 2024 |
Dependencies:clidplyrfansigenericsgluelhslifecyclemagrittrpillarpkgconfigR6RcppRcppArmadillorlangtibbletidyselecttwinningutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| A sequential algorithm to generate designs that fill the output space | OSFD-package |
| (Quasi) uniform points in a p-dimensional ball | ball_unif |
| Minimax distance | mMdist |
| Output space-filling design | OSFD |
