Package: pGPx 0.1.4

pGPx: Pseudo-Realizations for Gaussian Process Excursions

Computes pseudo-realizations from the posterior distribution of a Gaussian Process (GP) with the method described in Azzimonti et al. (2016) <doi:10.1137/141000749>. The realizations are obtained from simulations of the field at few well chosen points that minimize the expected distance in measure between the true excursion set of the field and the approximate one. Also implements a R interface for (the main function of) Distance Transform of sampled Functions (<https://cs.brown.edu/people/pfelzens/dt/index.html>).

Authors:Dario Azzimonti [aut, cre, cph], Julien Bect [ctb], Pedro Felzenszwalb [ctb, cph]

pGPx_0.1.4.tar.gz
pGPx_0.1.4.zip(r-4.5)pGPx_0.1.4.zip(r-4.4)pGPx_0.1.4.zip(r-4.3)
pGPx_0.1.4.tgz(r-4.4-x86_64)pGPx_0.1.4.tgz(r-4.4-arm64)pGPx_0.1.4.tgz(r-4.3-x86_64)pGPx_0.1.4.tgz(r-4.3-arm64)
pGPx_0.1.4.tar.gz(r-4.5-noble)pGPx_0.1.4.tar.gz(r-4.4-noble)
pGPx_0.1.4.tgz(r-4.4-emscripten)pGPx_0.1.4.tgz(r-4.3-emscripten)
pGPx.pdf |pGPx.html
pGPx/json (API)
NEWS

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

Peer review:

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

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.18 score 1 packages 9 scripts 185 downloads 14 exports 11 dependencies

Last updated 1 years agofrom:672e678549. Checks:OK: 4 NOTE: 5. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 08 2024
R-4.5-win-x86_64NOTEOct 08 2024
R-4.5-linux-x86_64NOTEOct 08 2024
R-4.4-win-x86_64NOTEOct 08 2024
R-4.4-mac-x86_64NOTEOct 08 2024
R-4.4-mac-aarch64NOTEOct 08 2024
R-4.3-win-x86_64OKOct 08 2024
R-4.3-mac-x86_64OKOct 08 2024
R-4.3-mac-aarch64OKOct 08 2024

Exports:compute_contourLengthcomputeVolumesdtt_fastDTVedm_critedm_crit2expDistMeasuregrad_kweightsintegrand_edm_critkrig_weight_GPsimumax_distance_measuremax_integrand_edmoptim_dist_measuresimulate_and_interpolate

Dependencies:anMCDiceKrigingKrigInvmvtnormpbivnormpracmarandtoolboxRcppRcppArmadillorgenoudrngWELL