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-4.7)WaveletLSTM_0.1.0.zip(r-4.6)WaveletLSTM_0.1.0.zip(r-4.5)
WaveletLSTM_0.1.0.tgz(r-4.6-any)WaveletLSTM_0.1.0.tgz(r-4.5-any)
WaveletLSTM_0.1.0.tar.gz(r-4.7-any)WaveletLSTM_0.1.0.tar.gz(r-4.6-any)
WaveletLSTM_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
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 181 downloads 1 exports 124 dependencies

Last updated from:d53db8e55c. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK229
source / vignettesOK242
linux-release-x86_64OK237
macos-release-arm64OK144
macos-oldrel-arm64OK134
windows-develOK131
windows-releaseOK133
windows-oldrelOK206
wasm-releaseOK175

Exports:WaveletLSTM

Dependencies:askpassbackportsbase64enccaretcaretForecastclasscliclockcodetoolscolorspaceconfigcpp11curldata.tablediagramdigestdplyre1071farverforeachforecastfracdifffuturefuture.applygenericsggplot2globalsgluegowergreyboxgtablehardhatherehttripredisobanditeratorsjsonlitekerasKernSmoothlabelinglatticelavalifecyclelistenvlmtestlubridatemagrittrMAPAMASSMatrixmimeModelMetricsnlmenloptrnnetnumDerivopensslparallellypillarpkgconfigplotrixplyrpngpracmapROCprocessxprodlimprogressrproxypspurrrquadprogquantmodR6rappdirsRColorBrewerRcppRcppArmadilloRcppTOMLrecipesreshape2reticulaterlangrpartrprojrootrstudioapiS7scalesshapesmoothsparsevctrsSQUAREMstatmodstringistringrsurvivalsystensorflowtexregtfautographtfrunstibbletidyrtidyselecttimechangetimeDatetseriesTSLSTMtsutilsTTRtzdburcautf8vctrsviridisLitewaveletswhiskerwithrxtablextsyamlzeallotzoo