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-any)fkcentroids_0.0.3.zip(r-4.6-any)fkcentroids_0.0.3.zip(r-4.5-any)
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 297 downloads 8 exports 92 dependencies

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

Target	Result	Time
linux-devel	OK	129
source / vignettes	OK	198
linux-release	OK	155
macos-release	OK	117
macos-oldrel	OK	173
windows-devel	OK	82
windows-release	OK	97
windows-oldrel	OK	72
wasm-release	OK	136

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 dplyr evaluate farver fastmap fdasrvf 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 MASS Matrix memoise mgcv mime minpack.lm mvtnorm nlme openssl otel pillar pkgconfig plotly plyr promises purrr quitefastmst R6 rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen reshape2 rlang rmarkdown robustbase RSpectra S7 sass scales 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