Package: fkcentroids 0.0.3

fkcentroids: Functional K-Centroids Clustering Using Phase and Amplitude Components

Cluster functional data using phase and amplitude components of each function. By weighting phase and amplitude variation differently, clustering results can be obtained from multiple perspectives. Routines for synchronization, functional k-means clustering, and functional k-medians clustering are provided.

Authors:Seungwoo Kang [aut, cre], Hee-Seok Oh [aut]

fkcentroids_0.0.3.tar.gz
fkcentroids_0.0.3.zip(r-4.7)fkcentroids_0.0.3.zip(r-4.6)fkcentroids_0.0.3.zip(r-4.5)
fkcentroids_0.0.3.tgz(r-4.6-any)fkcentroids_0.0.3.tgz(r-4.5-any)
fkcentroids_0.0.3.tar.gz(r-4.7-any)fkcentroids_0.0.3.tar.gz(r-4.6-any)
fkcentroids_0.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
fkcentroids/json (API)

# Install 'fkcentroids' in R:

install.packages('fkcentroids', repos = c('https://seungwoo-stat.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/seungwoo-stat/fkcentroids/issues

Datasets:

seoul_bike - Seoul Public Bike Rental Records

On CRAN:

3.54 score 5 scripts 453 downloads 8 exports 94 dependencies

Last updated from:b9844b9b42. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	139
source / vignettes	OK	195
linux-release-x86_64	OK	140
macos-release-arm64	OK	217
macos-oldrel-arm64	OK	136
windows-devel	OK	83
windows-release	OK	73
windows-oldrel	OK	81
wasm-release	OK	130

Exports:auc_sync fkmeans fkmeans_pre fkmedians fkmedians_pre fr_sync X2Xclrv Xclrv2X

Dependencies:askpass base64enc bslib cachem capushe cli coda codetools cpp11 crosstalk curl data.table deadwood DEoptimR digest doParallel dotCall64 dplyr evaluate farver fastmap fdasrvf fields fontawesome foreach fs generics genieclust ggplot2 glue Gmedian gtable highr htmltools htmlwidgets httr isoband iterators jquerylib jsonlite Kmedians knitr labeling later lattice lazyeval lifecycle lpSolve magrittr maps MASS Matrix memoise mime minpack.lm mvtnorm openssl otel pillar pkgconfig plotly plyr promises purrr quitefastmst R6 rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen reshape2 rlang rmarkdown robustbase RSpectra S7 sass scales spam stringi stringr sys tibble tidyr tidyselect tinytex tolerance utf8 vctrs viridisLite withr xfun yaml

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Functional k-Means Clustering Using Phase and Amplitude Components	fitted.fkmeans fkmeans fkmeans_pre print.fkmeans
Functional k-Medians Clustering Using Phase and Amplitude Components	fitted.fkmedians fkmedians fkmedians_pre print.fkmedians
Seoul Public Bike Rental Records	seoul_bike
Time-Synchronizing Mappings	auc_sync fr_sync plot.syncftn syncftn
Centered Log-Ratio Velocity Transformation	plot.Xclrv X2Xclrv X2Xclrv.matrix X2Xclrv.syncftn
Inverse Centered Log-Ratio Velocity Transformation	Xclrv2X