Package: VMDecomp 1.0.1

VMDecomp: Variational Mode Decomposition

'RcppArmadillo' implementation for the Matlab code of the 'Variational Mode Decomposition' and 'Two-Dimensional Variational Mode Decomposition'. For more information, see (i) 'Variational Mode Decomposition' by K. Dragomiretskiy and D. Zosso in IEEE Transactions on Signal Processing, vol. 62, no. 3, pp. 531-544, Feb.1, 2014, <doi:10.1109/TSP.2013.2288675>; (ii) 'Two-Dimensional Variational Mode Decomposition' by Dragomiretskiy, K., Zosso, D. (2015), In: Tai, XC., Bae, E., Chan, T.F., Lysaker, M. (eds) Energy Minimization Methods in Computer Vision and Pattern Recognition. EMMCVPR 2015. Lecture Notes in Computer Science, vol 8932. Springer, <doi:10.1007/978-3-319-14612-6_15>.

Authors:Lampros Mouselimis [aut, cre], Dominique Zosso [cph], Konstantin Dragomiretskiy [cph]

VMDecomp_1.0.1.tar.gz
VMDecomp_1.0.1.zip(r-4.5)VMDecomp_1.0.1.zip(r-4.4)VMDecomp_1.0.1.zip(r-4.3)
VMDecomp_1.0.1.tgz(r-4.5-x86_64)VMDecomp_1.0.1.tgz(r-4.5-arm64)VMDecomp_1.0.1.tgz(r-4.4-x86_64)VMDecomp_1.0.1.tgz(r-4.4-arm64)VMDecomp_1.0.1.tgz(r-4.3-x86_64)VMDecomp_1.0.1.tgz(r-4.3-arm64)
VMDecomp_1.0.1.tar.gz(r-4.5-noble)VMDecomp_1.0.1.tar.gz(r-4.4-noble)
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VMDecomp.pdf |VMDecomp.html✨
VMDecomp/json (API)
NEWS

# Install 'VMDecomp' in R:
install.packages('VMDecomp', repos = c('https://mlampros.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mlampros/vmdecomp/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:
  • arrhythmia - Sample Arrhythmia Data from MIT Boston's Beth Israel Hospital (BIH) Database

On CRAN:

Conda:

rcpparmadillovariational-mode-decompositionopenblascppopenmp

5.78 score 8 stars 5 packages 1 scripts 294 downloads 2 exports 4 dependencies

Last updated 2 years agofrom:6a875c3e82. Checks:1 OK, 11 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 07 2025
R-4.5-win-x86_64NOTEMar 07 2025
R-4.5-mac-x86_64NOTEMar 07 2025
R-4.5-mac-aarch64NOTEMar 07 2025
R-4.5-linux-x86_64NOTEMar 07 2025
R-4.4-win-x86_64NOTEMar 07 2025
R-4.4-mac-x86_64NOTEMar 07 2025
R-4.4-mac-aarch64NOTEMar 07 2025
R-4.4-linux-x86_64NOTEMar 07 2025
R-4.3-win-x86_64NOTEMar 07 2025
R-4.3-mac-x86_64NOTEMar 07 2025
R-4.3-mac-aarch64NOTEMar 07 2025

Exports:estimate_k_modesvmd

Dependencies:data.tableglueRcppRcppArmadillo

Variational Mode Decomposition (VMD)

Rendered fromvariatonal_mode_decomposition.Rmdusingknitr::rmarkdownon Mar 07 2025.

Last update: 2022-06-08
Started: 2022-06-08