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-any)WaveletLSTM_0.1.0.zip(r-4.6-any)WaveletLSTM_0.1.0.zip(r-4.5-any)
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✨
DESCRIPTION
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 227 downloads 1 exports 124 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK171
source / vignettesOK353
linux-releaseOK177
macos-releaseOK189
macos-oldrelOK125
windows-develOK130
windows-releaseOK104
windows-oldrelOK128
wasm-releaseOK162

Exports:WaveletLSTM

Dependencies:askpassbackportsbase64enccaretcaretForecastclasscliclockcodetoolscolorspaceconfigcpp11curldata.tablediagramdigestdplyre1071farverforeachforecastfracdifffuturefuture.applygenericsggplot2globalsgluegowergreyboxgtablehardhatherehttripredisobanditeratorsjsonlitekerasKernSmoothlabelinglatticelavalifecyclelistenvlmtestlubridatemagrittrMAPAMASSMatrixmimeModelMetricsnlmenloptrnnetnumDerivopensslparallellypillarpkgconfigplotrixplyrpngpracmapROCprocessxprodlimprogressrproxypspurrrquadprogquantmodR6rappdirsRColorBrewerRcppRcppArmadilloRcppTOMLrecipesreshape2reticulaterlangrpartrprojrootrstudioapiS7scalesshapesmoothsparsevctrsSQUAREMstatmodstringistringrsurvivalsystensorflowtexregtfautographtfrunstibbletidyrtidyselecttimechangetimeDatetseriesTSLSTMtsutilsTTRtzdburcautf8vctrsviridisLitewaveletswhiskerwithrxtablextsyamlzeallotzoo