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-4.4-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
- 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:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 14 2024 |
R-4.5-win | NOTE | Sep 14 2024 |
R-4.5-linux | NOTE | Sep 14 2024 |
R-4.4-win | OK | Sep 14 2024 |
R-4.4-mac | OK | Sep 14 2024 |
R-4.3-win | OK | Sep 14 2024 |
R-4.3-mac | OK | Sep 14 2024 |
Exports:fdistmatrixggwavePULS
Dependencies:ashbitopscliclustercodetoolscolorspacecpp11deSolvedoParalleldplyrfansifarverfdafda.uscfdsFNNforeachgenericsggplot2gluegtablehdrcdeisobanditeratorskernlabKernSmoothkskSampleslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmonoClustmulticoolmunsellmvtnormnlmepcaPPpermutepillarpkgconfigpracmapurrrR6rainbowRColorBrewerRcppRCurlrlangscalesstringistringrSuppDiststibbletidyrtidyselectutf8vctrsviridisLitewithr
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 |