Package: dymo 1.1.0

dymo: Dynamic Mode Decomposition for Multivariate Time Feature Prediction

An application of Dynamic Mode Decomposition for prediction of time features. Automatic search for the best model across the space of all possible feature combinations and ranks of Singular Value Decomposition.

Authors:Giancarlo Vercellino [aut, cre, cph]

dymo_1.1.0.tar.gz
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dymo.pdf |dymo.html
dymo/json (API)
NEWS

# Install 'dymo' in R:
install.packages('dymo', repos = c('https://pigian.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • time_features - Time features example: IBM, AAPL, AMZN, GOOGL and MSFT Close Prices

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 scripts 182 downloads 1 exports 148 dependencies

Last updated 3 years agofrom:5d879162be. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 24 2025
R-4.5-winOKMar 24 2025
R-4.5-macOKMar 24 2025
R-4.5-linuxOKMar 24 2025
R-4.4-winOKMar 24 2025
R-4.4-macOKMar 24 2025
R-4.4-linuxOKMar 24 2025
R-4.3-winOKMar 24 2025
R-4.3-macOKMar 24 2025

Exports:dymo

Dependencies:abindaskpassbackportsbase64encbitbit64bootbroombslibcachemcarcarDataclicliprclueclustercolorspacecommonmarkcowplotcpp11crayoncurlDerivdigestdoBydplyrevaluatefANCOVAfansifarverfastmapfBasicsfontawesomeforecastFormulafracdifffsgenericsggplot2ggtextgluegreyboxgridtextgssgtablehighrhmshtmltoolshtmlwidgetshttrimputeTSisobandjpegjquerylibjsonliteknitrlabelinglatticelifecyclelitedownlme4lmtestlubridatemagrittrmarkdownMASSmatlibMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodeestmodelrmomentsmunsellnarraynlmenloptrnnetnumDerivopensslpbkrtestpillarpkgconfigpngpracmaprettyunitsprogresspurrrquadprogquantmodquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreformulasrglrlangrmarkdownrmutilrpartrstudioapisassscalesSparseMspatialstablestablediststatipstatmodstinepackstringistringrsurvivalsystexregtibbletictoctidyrtidyselecttimechangetimeDatetimeSeriestinytextseriesTTRtzdburcautf8vctrsviridisLitevroomwithrxfunxml2xtablextsyamlzoo