Other packages > Find by keyword >

WaveletLSTM  

Wavelet Based LSTM Model
View on CRAN: Click here


Download and install WaveletLSTM package within the R console
Install from CRAN:
install.packages("WaveletLSTM")

Install from Github:
library("remotes")
install_github("cran/WaveletLSTM")

Install by package version:
library("remotes")
install_version("WaveletLSTM", "0.1.0")



Attach the package and use:
library("WaveletLSTM")
Maintained by
Dr. Md Yeasin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-06
Latest Update: 2023-04-06
Description:
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>.
How to cite:
Dr. Md Yeasin (2023). WaveletLSTM: Wavelet Based LSTM Model. R package version 0.1.0, https://cran.r-project.org/web/packages/WaveletLSTM. Accessed 06 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited WaveletLSTM R package
View WaveletLSTM citation profile
Other R packages that WaveletLSTM depends, imports, suggests or enhances
Complete documentation for WaveletLSTM
Functions, R codes and Examples using the WaveletLSTM R package
Full WaveletLSTM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA