Package: puls 0.1.2
puls: Partitioning Using Local Subregions
A method of clustering functional data using subregion information of the curves. It is intended to supplement the 'fda' and 'fda.usc' packages in functional data object clustering. It also facilitates the printing and plotting of the results in a tree format and limits the partitioning candidates into a specific set of subregions.
Authors:
puls_0.1.2.tar.gz
puls_0.1.2.zip(r-4.5)puls_0.1.2.zip(r-4.4)puls_0.1.2.zip(r-4.3)
puls_0.1.2.tgz(r-4.5-any)puls_0.1.2.tgz(r-4.4-any)puls_0.1.2.tgz(r-4.3-any)
puls_0.1.2.tar.gz(r-4.5-noble)puls_0.1.2.tar.gz(r-4.4-noble)
puls_0.1.2.tgz(r-4.4-emscripten)puls_0.1.2.tgz(r-4.3-emscripten)
puls.pdf |puls.html✨
puls/json (API)
NEWS
# Install 'puls' in R: |
install.packages('puls', repos = c('https://vinhtantran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/vinhtantran/puls/issues
Pkgdown site:https://vinhtantran.github.io
- arctic_2019 - NOAA's Arctic Sea Daily Ice Extend Data
- smoothed_arctic - Discrete Form of Smoothed Functional Form of Arctic Data
clusteringfunctional-data-analysismonothetic
Last updated 4 years agofrom:1eda827517. Checks:6 OK, 3 NOTE. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 13 2025 |
R-4.5-win | NOTE | Mar 13 2025 |
R-4.5-mac | NOTE | Mar 13 2025 |
R-4.5-linux | NOTE | Mar 13 2025 |
R-4.4-win | OK | Mar 13 2025 |
R-4.4-mac | OK | Mar 13 2025 |
R-4.4-linux | OK | Mar 13 2025 |
R-4.3-win | OK | Mar 13 2025 |
R-4.3-mac | OK | Mar 13 2025 |
Exports:fdistmatrixggwavePULS
Dependencies:ashbitopscliclustercodetoolscolorspacecpp11deSolvedoParalleldplyrevaluatefansifarverfdafda.uscfdsFNNforeachgenericsggplot2gluegtablehdrcdehighrisobanditeratorskernlabKernSmoothknitrkskSampleslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmonoClustmulticoolmunsellmvtnormnlmepcaPPpermutepillarpkgconfigpracmapurrrR6rainbowRColorBrewerRcppRCurlrlangscalesstringistringrSuppDiststibbletidyrtidyselectutf8vctrsviridisLitewithrxfunyaml
Readme and manuals
Help Manual
Help page | Topics |
---|---|
NOAA's Arctic Sea Daily Ice Extend Data | arctic_2019 |
Coerce a PULS Object to MonoClust Object | as_MonoClust.PULS |
Distance Between Functional Objects | fdistmatrix |
Plot the Partitioned Functional Wave by PULS | ggwave |
Plot PULS Splitting Rule Tree | plot.PULS |
Print PULS Clustering Result | print.PULS |
Partitioning Using Local Subregions (PULS) | PULS |
PULS Tree Object | PULS.object |
Discrete Form of Smoothed Functional Form of Arctic Data | smoothed_arctic |