Package: puls 0.1.3

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:Mark Greenwood [aut], Tan Tran [aut, cre]

puls_0.1.3.tar.gz
puls_0.1.3.zip(r-4.7-any)puls_0.1.3.zip(r-4.6-any)puls_0.1.3.zip(r-4.5-any)
puls_0.1.3.tgz(r-4.6-any)puls_0.1.3.tgz(r-4.5-any)
puls_0.1.3.tar.gz(r-4.7-any)puls_0.1.3.tar.gz(r-4.6-any)
puls_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
puls/json (API)

# 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/docs site:https://vinhtantran.github.io

Datasets:

arctic_2019 - NOAA's Arctic Sea Daily Ice Extend Data
smoothed_arctic - Discrete Form of Smoothed Functional Form of Arctic Data

On CRAN:

clustering functional-data-analysis monothetic

3.70 score 5 scripts 268 downloads 3 exports 69 dependencies

Last updated from:334aa1bf76. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	200
source / vignettes	OK	250
linux-release-x86_64	OK	174
macos-release-arm64	OK	89
macos-oldrel-arm64	OK	95
windows-devel	OK	95
windows-release	OK	91
windows-oldrel	OK	82
wasm-release	OK	148

Exports:fdistmatrix ggwave PULS

Dependencies:ash bitops cli cluster codetools colorspace cpp11 deSolve doParallel dplyr evaluate farver fda fda.usc fds FNN foreach generics ggplot2 glue gtable hdrcde highr isoband iterators kernlab KernSmooth knitr ks kSamples labeling lattice lifecycle locfit magrittr MASS Matrix mclust mgcv monoClust multicool mvtnorm nlme pcaPP permute pillar pkgconfig pracma purrr R6 rainbow RColorBrewer Rcpp RCurl rlang S7 scales stringi stringr SuppDists tibble tidyr tidyselect utf8 vctrs viridisLite withr xfun yaml

Partitioning Using Local Subregions

Introduction | Partitioning Using Local Subregions (PULS) | Constrained Version | Bibliography

Rendered frompuls.Rmdusingknitr::rmarkdown

Last update: 2020-11-28
Started: 2020-11-27

Citation

Development and contributors

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