Package: VMDML 0.1.1

Pankaj Das

VMDML: Variational Mode Decomposition Based Machine Learning Models

Application of Variational Mode Decomposition based different Machine Learning models for univariate time series forecasting. For method details see (i) K. Dragomiretskiy and D. Zosso (2014) <doi:10.1109/TSP.2013.2288675>; (ii) Pankaj Das (2020) <http://krishi.icar.gov.in/jspui/handle/123456789/44138>.

Authors:Pankaj Das [aut, cre], Girish Kumar Jha [aut], Tauqueer Ahmad [aut], Achal Lama [aut], Lampros Mouselimis [cph]

VMDML_0.1.1.tar.gz
VMDML_0.1.1.tar.gz(r-4.5-noble)VMDML_0.1.1.tar.gz(r-4.4-noble)
VMDML_0.1.1.tgz(r-4.4-emscripten)VMDML_0.1.1.tgz(r-4.3-emscripten)
VMDML.pdf |VMDML.html✨
VMDML/json (API)

Peer review:

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

5 exports 0.00 score 77 dependencies 3 scripts 245 downloads

Last updated 1 years agofrom:ee3675d74f. Checks:OK: 2. Indexed: yes.

Exports:VMDARIMAVMDELMVMDRFVMDSVRVMDTDNN

Dependencies:askpassclassclicodetoolscolorspacecurldata.tableDerive1071fansifarverforeachforecastfracdiffgenericsggplot2glmnetgluegreyboxgtablehttrisobanditeratorsjsonlitelabelinglatticelifecyclelmtestmagrittrMAPAMASSMatrixmgcvmimemunsellneuralnetnlmenloptrnnetnnforopensslpillarpkgconfigplotrixpracmaproxyquadprogquantmodR6randomForestRColorBrewerRcppRcppArmadilloRcppEigenrlangscalesshapesmoothstatmodsurvivalsystexregtibbletimeDatetseriestsutilsTTRurcaurootutf8vctrsviridisLiteVMDecompwithrxtablextszoo