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VMDML

Variational Mode Decomposition Based Machine Learning Models

v0.1.1 · Aug 27, 2023 · MIT + file LICENSE

Description

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>.

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Dependency Network

Dependencies Reverse dependencies VMDecomp forecast e1071 randomForest nnfor VMDML

Version History

3 tracked
new 0.1.1 Mar 10, 2026
updated 0.1.1 ← 0.1.0 diff Aug 26, 2023
new 0.1.0 Aug 8, 2022