Package: WaveletLSTM 0.1.0

WaveletLSTM: Wavelet Based LSTM Model

A wavelet-based LSTM model is a type of neural network architecture that uses wavelet technique to pre-process the input data before passing it through a Long Short-Term Memory (LSTM) network. The wavelet-based LSTM model is a powerful approach that combines the benefits of wavelet analysis and LSTM networks to improve the accuracy of predictions in various applications. This package has been developed using the algorithm of Anjoy and Paul (2017) and Paul and Garai (2021) <doi:10.1007/s00521-017-3289-9> <doi:10.1007/s00500-021-06087-4>.

Authors:Dr. Ranjit Kumar Paul [aut], Dr. Md Yeasin [aut, cre]

WaveletLSTM_0.1.0.tar.gz
WaveletLSTM_0.1.0.zip(r-4.5)WaveletLSTM_0.1.0.zip(r-4.4)WaveletLSTM_0.1.0.zip(r-4.3)
WaveletLSTM_0.1.0.tgz(r-4.5-any)WaveletLSTM_0.1.0.tgz(r-4.4-any)WaveletLSTM_0.1.0.tgz(r-4.3-any)
WaveletLSTM_0.1.0.tar.gz(r-4.5-noble)WaveletLSTM_0.1.0.tar.gz(r-4.4-noble)
WaveletLSTM_0.1.0.tgz(r-4.4-emscripten)WaveletLSTM_0.1.0.tgz(r-4.3-emscripten)
WaveletLSTM.pdf |WaveletLSTM.html
WaveletLSTM/json (API)

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

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 170 downloads 1 exports 126 dependencies

Last updated 2 years agofrom:d53db8e55c. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 28 2025
R-4.5-winOKMar 28 2025
R-4.5-macOKMar 28 2025
R-4.5-linuxOKMar 28 2025
R-4.4-winOKMar 28 2025
R-4.4-macOKMar 28 2025
R-4.4-linuxOKMar 28 2025
R-4.3-winOKMar 28 2025
R-4.3-macOKMar 28 2025

Exports:WaveletLSTM

Dependencies:askpassbackportsbase64enccaretcaretForecastclasscliclockcodetoolscolorspaceconfigcpp11curldata.tablediagramdigestdplyre1071fansifarverforeachforecastfracdifffuturefuture.applygenericsggplot2globalsgluegowergreyboxgtablehardhatherehttripredisobanditeratorsjsonlitekerasKernSmoothlabelinglatticelavalifecyclelistenvlmtestlubridatemagrittrMAPAMASSMatrixmgcvmimeModelMetricsmunsellnlmenloptrnnetnumDerivopensslparallellypillarpkgconfigplotrixplyrpngpracmapROCprocessxprodlimprogressrproxypspurrrquadprogquantmodR6rappdirsRColorBrewerRcppRcppArmadilloRcppTOMLrecipesreshape2reticulaterlangrpartrprojrootrstudioapiscalesshapesmoothsparsevctrsSQUAREMstatmodstringistringrsurvivalsystensorflowtexregtfautographtfrunstibbletidyrtidyselecttimechangetimeDatetseriesTSLSTMtsutilsTTRtzdburcautf8vctrsviridisLitewaveletswhiskerwithrxtablextsyamlzeallotzoo